diff --git a/etl_billiards/.env b/etl_billiards/.env index 75110ab..4bf8b16 100644 --- a/etl_billiards/.env +++ b/etl_billiards/.env @@ -32,7 +32,7 @@ SCHEMA_ETL=etl_admin # API 配置 # ------------------------------------------------------------------------------ API_BASE=https://pc.ficoo.vip/apiprod/admin/v1/ -API_TOKEN=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJjbGllbnQtdHlwZSI6IjQiLCJ1c2VyLXR5cGUiOiIxIiwiaHR0cDovL3NjaGVtYXMubWljcm9zb2Z0LmNvbS93cy8yMDA4LzA2L2lkZW50aXR5L2NsYWltcy9yb2xlIjoiMTIiLCJyb2xlLWlkIjoiMTIiLCJ0ZW5hbnQtaWQiOiIyNzkwNjgzMTYwNzA5OTU3Iiwibmlja25hbWUiOiLnp5_miLfnrqHnkIblkZjvvJrmganmgakxIiwic2l0ZS1pZCI6IjAiLCJtb2JpbGUiOiIxMzgxMDUwMjMwNCIsInNpZCI6IjI5NTA0ODk2NTgzOTU4NDUiLCJzdGFmZi1pZCI6IjMwMDk5MTg2OTE1NTkwNDUiLCJvcmctaWQiOiIwIiwicm9sZS10eXBlIjoiMyIsInJlZnJlc2hUb2tlbiI6Iks1ZnBhYlRTNkFsR0FpMmN4WGYrMHdJVkk0L2UvTVQrSVBHM3V5VWRrSjg9IiwicmVmcmVzaEV4cGlyeVRpbWUiOiIyMDI2LzEvMzEg5LiL5Y2IMTA6MTQ6NTEiLCJuZWVkQ2hlY2tUb2tlbiI6ImZhbHNlIiwiZXhwIjoxNzY5ODY4ODkxLCJpc3MiOiJ0ZXN0IiwiYXVkIjoiVXNlciJ9.BH3-iwwrBczb8aFfI__6kwe3AIsEPacN9TruaTrQ3nY +API_TOKEN=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJjbGllbnQtdHlwZSI6IjQiLCJ1c2VyLXR5cGUiOiIxIiwiaHR0cDovL3NjaGVtYXMubWljcm9zb2Z0LmNvbS93cy8yMDA4LzA2L2lkZW50aXR5L2NsYWltcy9yb2xlIjoiMTIiLCJyb2xlLWlkIjoiMTIiLCJ0ZW5hbnQtaWQiOiIyNzkwNjgzMTYwNzA5OTU3Iiwibmlja25hbWUiOiLnp5_miLfnrqHnkIblkZjvvJrmganmgakxIiwic2l0ZS1pZCI6IjAiLCJtb2JpbGUiOiIxMzgxMDUwMjMwNCIsInNpZCI6IjI5NTA0ODk2NTgzOTU4NDUiLCJzdGFmZi1pZCI6IjMwMDk5MTg2OTE1NTkwNDUiLCJvcmctaWQiOiIwIiwicm9sZS10eXBlIjoiMyIsInJlZnJlc2hUb2tlbiI6Ik1oKzFpTitjclRHMTY3cUp5SzFXYllteVBaaUhjdDI2ZTZDZkJvd1pxSVk9IiwicmVmcmVzaEV4cGlyeVRpbWUiOiIyMDI2LzIvNyDkuIvljYg5OjU2OjE4IiwibmVlZENoZWNrVG9rZW4iOiJmYWxzZSIsImV4cCI6MTc3MDQ3MjU3OCwiaXNzIjoidGVzdCIsImF1ZCI6IlVzZXIifQ.rY03o82SKznD7NOktXKzTOI1btl2FHsklMCChOlZUeY # API 请求超时（秒） API_TIMEOUT=20 diff --git a/etl_billiards/config/defaults.py b/etl_billiards/config/defaults.py index 1aab083..62a012e 100644 --- a/etl_billiards/config/defaults.py +++ b/etl_billiards/config/defaults.py @@ -109,9 +109,18 @@ DEFAULTS = { "mode": "history", "history_start": "2025-07-01", "history_end": "", - "include_dimensions": False, + "include_dimensions": True, "auto_check": False, + "auto_backfill": False, + "compare_content": True, + "content_sample_limit": 50, + "backfill_mismatch": True, + "recheck_after_backfill": True, "ods_task_codes": "", + "force_monthly_split": True, + }, + "dwd": { + "fact_upsert": True, }, } diff --git a/etl_billiards/config/env_parser.py b/etl_billiards/config/env_parser.py index 1b1aee5..48d9a93 100644 --- a/etl_billiards/config/env_parser.py +++ b/etl_billiards/config/env_parser.py @@ -55,7 +55,12 @@ ENV_MAP = { "INTEGRITY_INCLUDE_DIMENSIONS": ("integrity.include_dimensions",), "INTEGRITY_AUTO_CHECK": ("integrity.auto_check",), "INTEGRITY_AUTO_BACKFILL": ("integrity.auto_backfill",), + "INTEGRITY_COMPARE_CONTENT": ("integrity.compare_content",), + "INTEGRITY_CONTENT_SAMPLE_LIMIT": ("integrity.content_sample_limit",), + "INTEGRITY_BACKFILL_MISMATCH": ("integrity.backfill_mismatch",), + "INTEGRITY_RECHECK_AFTER_BACKFILL": ("integrity.recheck_after_backfill",), "INTEGRITY_ODS_TASK_CODES": ("integrity.ods_task_codes",), + "DWD_FACT_UPSERT": ("dwd.fact_upsert",), } diff --git a/etl_billiards/database/schema_ODS_doc.sql b/etl_billiards/database/schema_ODS_doc.sql index d194c25..77db312 100644 --- a/etl_billiards/database/schema_ODS_doc.sql +++ b/etl_billiards/database/schema_ODS_doc.sql @@ -7,7 +7,7 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_profiles ( tenant_id BIGINT, register_site_id BIGINT, site_name TEXT, - id BIGINT PRIMARY KEY, + id BIGINT, system_member_id BIGINT, member_card_grade_code BIGINT, member_card_grade_name TEXT, @@ -19,10 +19,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_profiles ( status INT, user_status INT, create_time TIMESTAMP, + content_hash TEXT NOT NULL, source_file TEXT, source_endpoint TEXT, fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.member_profiles IS 'ODS 原始明细表：会员档案/会员账户信息。来源：export/test-json-doc/member_profiles.json；分析：member_profiles-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -53,7 +55,7 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_balance_changes ( register_site_id BIGINT, registerSiteName TEXT, paySiteName TEXT, - id BIGINT PRIMARY KEY, + id BIGINT, tenant_member_id BIGINT, tenant_member_card_id BIGINT, system_member_id BIGINT, @@ -73,10 +75,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_balance_changes ( operator_name TEXT, is_delete INT, create_time TIMESTAMP, + content_hash TEXT NOT NULL, source_file TEXT, source_endpoint TEXT, fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.member_balance_changes IS 'ODS 原始明细表：会员余额变更流水。来源：export/test-json-doc/member_balance_changes.json；分析：member_balance_changes-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -117,7 +121,7 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_stored_value_cards ( system_member_id BIGINT, register_site_id BIGINT, site_name TEXT, - id BIGINT PRIMARY KEY, + id BIGINT, member_card_grade_code BIGINT, member_card_grade_code_name TEXT, member_card_type_name TEXT, @@ -181,10 +185,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_stored_value_cards ( tenantName TEXT, pdAssisnatLevel TEXT, cxAssisnatLevel TEXT, + content_hash TEXT NOT NULL, source_file TEXT, source_endpoint TEXT, fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.member_stored_value_cards IS 'ODS 原始明细表：会员储值/卡券账户列表。来源：export/test-json-doc/member_stored_value_cards.json；分析：member_stored_value_cards-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -264,71 +270,73 @@ COMMENT ON COLUMN billiards_ods.member_stored_value_cards.payload IS '【说明 CREATE TABLE IF NOT EXISTS billiards_ods.recharge_settlements ( - id BIGINT PRIMARY KEY, - tenantid BIGINT, - siteid BIGINT, - sitename TEXT, - balanceamount NUMERIC(18,2), - cardamount NUMERIC(18,2), - cashamount NUMERIC(18,2), - couponamount NUMERIC(18,2), - createtime TIMESTAMPTZ, - memberid BIGINT, - membername TEXT, - tenantmembercardid BIGINT, - membercardtypename TEXT, - memberphone TEXT, - tableid BIGINT, - consumemoney NUMERIC(18,2), - onlineamount NUMERIC(18,2), - operatorid BIGINT, - operatorname TEXT, - revokeorderid BIGINT, - revokeordername TEXT, - revoketime TIMESTAMPTZ, - payamount NUMERIC(18,2), - pointamount NUMERIC(18,2), - refundamount NUMERIC(18,2), - settlename TEXT, - settlerelateid BIGINT, - settlestatus INT, - settletype INT, - paytime TIMESTAMPTZ, - roundingamount NUMERIC(18,2), - paymentmethod INT, - adjustamount NUMERIC(18,2), - assistantcxmoney NUMERIC(18,2), - assistantpdmoney NUMERIC(18,2), - couponsaleamount NUMERIC(18,2), - memberdiscountamount NUMERIC(18,2), - tablechargemoney NUMERIC(18,2), - goodsmoney NUMERIC(18,2), - realgoodsmoney NUMERIC(18,2), - servicemoney NUMERIC(18,2), - prepaymoney NUMERIC(18,2), - salesmanname TEXT, - orderremark TEXT, - salesmanuserid BIGINT, - canberevoked BOOLEAN, - pointdiscountprice NUMERIC(18,2), - pointdiscountcost NUMERIC(18,2), - activitydiscount NUMERIC(18,2), - serialnumber BIGINT, - assistantmanualdiscount NUMERIC(18,2), - allcoupondiscount NUMERIC(18,2), - goodspromotionmoney NUMERIC(18,2), - assistantpromotionmoney NUMERIC(18,2), - isusecoupon BOOLEAN, - isusediscount BOOLEAN, - isactivity BOOLEAN, - isbindmember BOOLEAN, - isfirst INT, - rechargecardamount NUMERIC(18,2), - giftcardamount NUMERIC(18,2), - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + tenantid BIGINT, + siteid BIGINT, + sitename TEXT, + balanceamount NUMERIC(18,2), + cardamount NUMERIC(18,2), + cashamount NUMERIC(18,2), + couponamount NUMERIC(18,2), + createtime TIMESTAMPTZ, + memberid BIGINT, + membername TEXT, + tenantmembercardid BIGINT, + membercardtypename TEXT, + memberphone TEXT, + tableid BIGINT, + consumemoney NUMERIC(18,2), + onlineamount NUMERIC(18,2), + operatorid BIGINT, + operatorname TEXT, + revokeorderid BIGINT, + revokeordername TEXT, + revoketime TIMESTAMPTZ, + payamount NUMERIC(18,2), + pointamount NUMERIC(18,2), + refundamount NUMERIC(18,2), + settlename TEXT, + settlerelateid BIGINT, + settlestatus INT, + settletype INT, + paytime TIMESTAMPTZ, + roundingamount NUMERIC(18,2), + paymentmethod INT, + adjustamount NUMERIC(18,2), + assistantcxmoney NUMERIC(18,2), + assistantpdmoney NUMERIC(18,2), + couponsaleamount NUMERIC(18,2), + memberdiscountamount NUMERIC(18,2), + tablechargemoney NUMERIC(18,2), + goodsmoney NUMERIC(18,2), + realgoodsmoney NUMERIC(18,2), + servicemoney NUMERIC(18,2), + prepaymoney NUMERIC(18,2), + salesmanname TEXT, + orderremark TEXT, + salesmanuserid BIGINT, + canberevoked BOOLEAN, + pointdiscountprice NUMERIC(18,2), + pointdiscountcost NUMERIC(18,2), + activitydiscount NUMERIC(18,2), + serialnumber BIGINT, + assistantmanualdiscount NUMERIC(18,2), + allcoupondiscount NUMERIC(18,2), + goodspromotionmoney NUMERIC(18,2), + assistantpromotionmoney NUMERIC(18,2), + isusecoupon BOOLEAN, + isusediscount BOOLEAN, + isactivity BOOLEAN, + isbindmember BOOLEAN, + isfirst INT, + rechargecardamount NUMERIC(18,2), + giftcardamount NUMERIC(18,2), + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.recharge_settlements IS 'ODS 原始明细表：充值结算记录。来源：export/test-json-doc/recharge_settlements.json；分析：recharge_settlements-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -400,71 +408,73 @@ COMMENT ON COLUMN billiards_ods.recharge_settlements.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.settlement_records ( - id BIGINT PRIMARY KEY, - tenantid BIGINT, - siteid BIGINT, - sitename TEXT, - balanceamount NUMERIC(18,2), - cardamount NUMERIC(18,2), - cashamount NUMERIC(18,2), - couponamount NUMERIC(18,2), - createtime TIMESTAMPTZ, - memberid BIGINT, - membername TEXT, - tenantmembercardid BIGINT, - membercardtypename TEXT, - memberphone TEXT, - tableid BIGINT, - consumemoney NUMERIC(18,2), - onlineamount NUMERIC(18,2), - operatorid BIGINT, - operatorname TEXT, - revokeorderid BIGINT, - revokeordername TEXT, - revoketime TIMESTAMPTZ, - payamount NUMERIC(18,2), - pointamount NUMERIC(18,2), - refundamount NUMERIC(18,2), - settlename TEXT, - settlerelateid BIGINT, - settlestatus INT, - settletype INT, - paytime TIMESTAMPTZ, - roundingamount NUMERIC(18,2), - paymentmethod INT, - adjustamount NUMERIC(18,2), - assistantcxmoney NUMERIC(18,2), - assistantpdmoney NUMERIC(18,2), - couponsaleamount NUMERIC(18,2), - memberdiscountamount NUMERIC(18,2), - tablechargemoney NUMERIC(18,2), - goodsmoney NUMERIC(18,2), - realgoodsmoney NUMERIC(18,2), - servicemoney NUMERIC(18,2), - prepaymoney NUMERIC(18,2), - salesmanname TEXT, - orderremark TEXT, - salesmanuserid BIGINT, - canberevoked BOOLEAN, - pointdiscountprice NUMERIC(18,2), - pointdiscountcost NUMERIC(18,2), - activitydiscount NUMERIC(18,2), - serialnumber BIGINT, - assistantmanualdiscount NUMERIC(18,2), - allcoupondiscount NUMERIC(18,2), - goodspromotionmoney NUMERIC(18,2), - assistantpromotionmoney NUMERIC(18,2), - isusecoupon BOOLEAN, - isusediscount BOOLEAN, - isactivity BOOLEAN, - isbindmember BOOLEAN, - isfirst INT, - rechargecardamount NUMERIC(18,2), - giftcardamount NUMERIC(18,2), - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + tenantid BIGINT, + siteid BIGINT, + sitename TEXT, + balanceamount NUMERIC(18,2), + cardamount NUMERIC(18,2), + cashamount NUMERIC(18,2), + couponamount NUMERIC(18,2), + createtime TIMESTAMPTZ, + memberid BIGINT, + membername TEXT, + tenantmembercardid BIGINT, + membercardtypename TEXT, + memberphone TEXT, + tableid BIGINT, + consumemoney NUMERIC(18,2), + onlineamount NUMERIC(18,2), + operatorid BIGINT, + operatorname TEXT, + revokeorderid BIGINT, + revokeordername TEXT, + revoketime TIMESTAMPTZ, + payamount NUMERIC(18,2), + pointamount NUMERIC(18,2), + refundamount NUMERIC(18,2), + settlename TEXT, + settlerelateid BIGINT, + settlestatus INT, + settletype INT, + paytime TIMESTAMPTZ, + roundingamount NUMERIC(18,2), + paymentmethod INT, + adjustamount NUMERIC(18,2), + assistantcxmoney NUMERIC(18,2), + assistantpdmoney NUMERIC(18,2), + couponsaleamount NUMERIC(18,2), + memberdiscountamount NUMERIC(18,2), + tablechargemoney NUMERIC(18,2), + goodsmoney NUMERIC(18,2), + realgoodsmoney NUMERIC(18,2), + servicemoney NUMERIC(18,2), + prepaymoney NUMERIC(18,2), + salesmanname TEXT, + orderremark TEXT, + salesmanuserid BIGINT, + canberevoked BOOLEAN, + pointdiscountprice NUMERIC(18,2), + pointdiscountcost NUMERIC(18,2), + activitydiscount NUMERIC(18,2), + serialnumber BIGINT, + assistantmanualdiscount NUMERIC(18,2), + allcoupondiscount NUMERIC(18,2), + goodspromotionmoney NUMERIC(18,2), + assistantpromotionmoney NUMERIC(18,2), + isusecoupon BOOLEAN, + isusediscount BOOLEAN, + isactivity BOOLEAN, + isbindmember BOOLEAN, + isfirst INT, + rechargecardamount NUMERIC(18,2), + giftcardamount NUMERIC(18,2), + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.settlement_records IS 'ODS 原始明细表：结账/结算记录。来源：export/test-json-doc/settlement_records.json；分析：settlement_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -536,23 +546,25 @@ COMMENT ON COLUMN billiards_ods.settlement_records.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.assistant_cancellation_records ( - id BIGINT PRIMARY KEY, - siteId BIGINT, - siteProfile JSONB, - assistantName TEXT, - assistantAbolishAmount NUMERIC(18,2), - assistantOn INT, - pdChargeMinutes INT, - tableAreaId BIGINT, - tableArea TEXT, - tableId BIGINT, - tableName TEXT, - trashReason TEXT, - createTime TIMESTAMP, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + siteId BIGINT, + siteProfile JSONB, + assistantName TEXT, + assistantAbolishAmount NUMERIC(18,2), + assistantOn INT, + pdChargeMinutes INT, + tableAreaId BIGINT, + tableArea TEXT, + tableId BIGINT, + tableName TEXT, + trashReason TEXT, + createTime TIMESTAMP, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.assistant_cancellation_records IS 'ODS 原始明细表：助教作废/取消记录。来源：export/test-json-doc/assistant_cancellation_records.json；分析：assistant_cancellation_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -576,72 +588,74 @@ COMMENT ON COLUMN billiards_ods.assistant_cancellation_records.payload IS '【 CREATE TABLE IF NOT EXISTS billiards_ods.assistant_accounts_master ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - assistant_no TEXT, - nickname TEXT, - real_name TEXT, - mobile TEXT, - team_id BIGINT, - team_name TEXT, - user_id BIGINT, - level TEXT, - assistant_status INT, - work_status INT, - leave_status INT, - entry_time TIMESTAMP, - resign_time TIMESTAMP, - start_time TIMESTAMP, - end_time TIMESTAMP, - create_time TIMESTAMP, - update_time TIMESTAMP, - order_trade_no TEXT, - staff_id BIGINT, - staff_profile_id BIGINT, - system_role_id BIGINT, - avatar TEXT, - birth_date TIMESTAMP, - gender INT, - height NUMERIC(18,2), - weight NUMERIC(18,2), - job_num TEXT, - show_status INT, - show_sort INT, - sum_grade NUMERIC(18,2), - assistant_grade NUMERIC(18,2), - get_grade_times INT, - introduce TEXT, - video_introduction_url TEXT, - group_id BIGINT, - group_name TEXT, - shop_name TEXT, - charge_way INT, - entry_type INT, - allow_cx INT, - is_guaranteed INT, - salary_grant_enabled INT, - light_status INT, - online_status INT, - is_delete INT, - cx_unit_price NUMERIC(18,2), - pd_unit_price NUMERIC(18,2), - last_table_id BIGINT, - last_table_name TEXT, - person_org_id BIGINT, - serial_number BIGINT, - is_team_leader INT, - criticism_status INT, - last_update_name TEXT, - ding_talk_synced INT, - site_light_cfg_id BIGINT, - light_equipment_id TEXT, - entry_sign_status INT, - resign_sign_status INT, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + assistant_no TEXT, + nickname TEXT, + real_name TEXT, + mobile TEXT, + team_id BIGINT, + team_name TEXT, + user_id BIGINT, + level TEXT, + assistant_status INT, + work_status INT, + leave_status INT, + entry_time TIMESTAMP, + resign_time TIMESTAMP, + start_time TIMESTAMP, + end_time TIMESTAMP, + create_time TIMESTAMP, + update_time TIMESTAMP, + order_trade_no TEXT, + staff_id BIGINT, + staff_profile_id BIGINT, + system_role_id BIGINT, + avatar TEXT, + birth_date TIMESTAMP, + gender INT, + height NUMERIC(18,2), + weight NUMERIC(18,2), + job_num TEXT, + show_status INT, + show_sort INT, + sum_grade NUMERIC(18,2), + assistant_grade NUMERIC(18,2), + get_grade_times INT, + introduce TEXT, + video_introduction_url TEXT, + group_id BIGINT, + group_name TEXT, + shop_name TEXT, + charge_way INT, + entry_type INT, + allow_cx INT, + is_guaranteed INT, + salary_grant_enabled INT, + light_status INT, + online_status INT, + is_delete INT, + cx_unit_price NUMERIC(18,2), + pd_unit_price NUMERIC(18,2), + last_table_id BIGINT, + last_table_name TEXT, + person_org_id BIGINT, + serial_number BIGINT, + is_team_leader INT, + criticism_status INT, + last_update_name TEXT, + ding_talk_synced INT, + site_light_cfg_id BIGINT, + light_equipment_id TEXT, + entry_sign_status INT, + resign_sign_status INT, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.assistant_accounts_master IS 'ODS 原始明细表：助教档案主数据。来源：export/test-json-doc/assistant_accounts_master.json；分析：assistant_accounts_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -714,74 +728,76 @@ COMMENT ON COLUMN billiards_ods.assistant_accounts_master.payload IS '【说明 CREATE TABLE IF NOT EXISTS billiards_ods.assistant_service_records ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - siteProfile JSONB, - site_table_id BIGINT, - order_settle_id BIGINT, - order_trade_no TEXT, - order_pay_id BIGINT, - order_assistant_id BIGINT, - order_assistant_type INT, - assistantName TEXT, - assistantNo TEXT, - assistant_level TEXT, - levelname TEXT, - site_assistant_id BIGINT, - skill_id BIGINT, - skillname TEXT, - system_member_id BIGINT, - tablename TEXT, - tenant_member_id BIGINT, - user_id BIGINT, - assistant_team_id BIGINT, - nickname TEXT, - ledger_name TEXT, - ledger_group_name TEXT, - ledger_amount NUMERIC(18,2), - ledger_count NUMERIC(18,4), - ledger_unit_price NUMERIC(18,4), - ledger_status INT, - ledger_start_time TIMESTAMP, - ledger_end_time TIMESTAMP, - manual_discount_amount NUMERIC(18,2), - member_discount_amount NUMERIC(18,2), - coupon_deduct_money NUMERIC(18,2), - service_money NUMERIC(18,2), - projected_income NUMERIC(18,2), - real_use_seconds INT, - income_seconds INT, - start_use_time TIMESTAMP, - last_use_time TIMESTAMP, - create_time TIMESTAMP, - is_single_order INT, - is_delete INT, - is_trash INT, - trash_reason TEXT, - trash_applicant_id BIGINT, - trash_applicant_name TEXT, - operator_id BIGINT, - operator_name TEXT, - salesman_name TEXT, - salesman_org_id BIGINT, - salesman_user_id BIGINT, - person_org_id BIGINT, - add_clock INT, - returns_clock INT, - composite_grade NUMERIC(10,2), - composite_grade_time TIMESTAMP, - skill_grade NUMERIC(10,2), - service_grade NUMERIC(10,2), - sum_grade NUMERIC(10,2), - grade_status INT, - get_grade_times INT, - is_not_responding INT, - is_confirm INT, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + siteProfile JSONB, + site_table_id BIGINT, + order_settle_id BIGINT, + order_trade_no TEXT, + order_pay_id BIGINT, + order_assistant_id BIGINT, + order_assistant_type INT, + assistantName TEXT, + assistantNo TEXT, + assistant_level TEXT, + levelname TEXT, + site_assistant_id BIGINT, + skill_id BIGINT, + skillname TEXT, + system_member_id BIGINT, + tablename TEXT, + tenant_member_id BIGINT, + user_id BIGINT, + assistant_team_id BIGINT, + nickname TEXT, + ledger_name TEXT, + ledger_group_name TEXT, + ledger_amount NUMERIC(18,2), + ledger_count NUMERIC(18,4), + ledger_unit_price NUMERIC(18,4), + ledger_status INT, + ledger_start_time TIMESTAMP, + ledger_end_time TIMESTAMP, + manual_discount_amount NUMERIC(18,2), + member_discount_amount NUMERIC(18,2), + coupon_deduct_money NUMERIC(18,2), + service_money NUMERIC(18,2), + projected_income NUMERIC(18,2), + real_use_seconds INT, + income_seconds INT, + start_use_time TIMESTAMP, + last_use_time TIMESTAMP, + create_time TIMESTAMP, + is_single_order INT, + is_delete INT, + is_trash INT, + trash_reason TEXT, + trash_applicant_id BIGINT, + trash_applicant_name TEXT, + operator_id BIGINT, + operator_name TEXT, + salesman_name TEXT, + salesman_org_id BIGINT, + salesman_user_id BIGINT, + person_org_id BIGINT, + add_clock INT, + returns_clock INT, + composite_grade NUMERIC(10,2), + composite_grade_time TIMESTAMP, + skill_grade NUMERIC(10,2), + service_grade NUMERIC(10,2), + sum_grade NUMERIC(10,2), + grade_status INT, + get_grade_times INT, + is_not_responding INT, + is_confirm INT, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.assistant_service_records IS 'ODS 原始明细表：助教服务流水。来源：export/test-json-doc/assistant_service_records.json；分析：assistant_service_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -856,35 +872,37 @@ COMMENT ON COLUMN billiards_ods.assistant_service_records.fetched_at IS '【说 CREATE TABLE IF NOT EXISTS billiards_ods.site_tables_master ( - id BIGINT PRIMARY KEY, - site_id BIGINT, - siteName TEXT, - "appletQrCodeUrl" TEXT, - areaName TEXT, - audit_status INT, - charge_free INT, - create_time TIMESTAMP, - delay_lights_time INT, - is_online_reservation INT, - is_rest_area INT, - light_status INT, - only_allow_groupon INT, - order_delay_time INT, - self_table INT, - show_status INT, - site_table_area_id BIGINT, - tableStatusName TEXT, - table_cloth_use_Cycle INT, - table_cloth_use_time TIMESTAMP, - table_name TEXT, - table_price NUMERIC(18,2), - table_status INT, - temporary_light_second INT, - virtual_table INT, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + site_id BIGINT, + siteName TEXT, + "appletQrCodeUrl" TEXT, + areaName TEXT, + audit_status INT, + charge_free INT, + create_time TIMESTAMP, + delay_lights_time INT, + is_online_reservation INT, + is_rest_area INT, + light_status INT, + only_allow_groupon INT, + order_delay_time INT, + self_table INT, + show_status INT, + site_table_area_id BIGINT, + tableStatusName TEXT, + table_cloth_use_Cycle INT, + table_cloth_use_time TIMESTAMP, + table_name TEXT, + table_price NUMERIC(18,2), + table_status INT, + temporary_light_second INT, + virtual_table INT, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.site_tables_master IS 'ODS 原始明细表：门店桌台主数据。来源：export/test-json-doc/site_tables_master.json；分析：site_tables_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -919,30 +937,32 @@ COMMENT ON COLUMN billiards_ods.site_tables_master.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.table_fee_discount_records ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - siteProfile JSONB, - site_table_id BIGINT, - tableProfile JSONB, - tenant_table_area_id BIGINT, - adjust_type INT, - ledger_amount NUMERIC(18,2), - ledger_count NUMERIC(18,4), - ledger_name TEXT, - ledger_status INT, - applicant_id BIGINT, - applicant_name TEXT, - operator_id BIGINT, - operator_name TEXT, - order_settle_id BIGINT, - order_trade_no TEXT, - is_delete INT, - create_time TIMESTAMP, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + siteProfile JSONB, + site_table_id BIGINT, + tableProfile JSONB, + tenant_table_area_id BIGINT, + adjust_type INT, + ledger_amount NUMERIC(18,2), + ledger_count NUMERIC(18,4), + ledger_name TEXT, + ledger_status INT, + applicant_id BIGINT, + applicant_name TEXT, + operator_id BIGINT, + operator_name TEXT, + order_settle_id BIGINT, + order_trade_no TEXT, + is_delete INT, + create_time TIMESTAMP, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.table_fee_discount_records IS 'ODS 原始明细表：台费折扣记录。来源：export/test-json-doc/table_fee_discount_records.json；分析：table_fee_discount_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -973,49 +993,51 @@ COMMENT ON COLUMN billiards_ods.table_fee_discount_records.payload IS '【说明 CREATE TABLE IF NOT EXISTS billiards_ods.table_fee_transactions ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - siteProfile JSONB, - site_table_id BIGINT, - site_table_area_id BIGINT, - site_table_area_name TEXT, - tenant_table_area_id BIGINT, - order_trade_no TEXT, - order_pay_id BIGINT, - order_settle_id BIGINT, - ledger_name TEXT, - ledger_amount NUMERIC(18,2), - ledger_count NUMERIC(18,4), - ledger_unit_price NUMERIC(18,4), - ledger_status INT, - ledger_start_time TIMESTAMP, - ledger_end_time TIMESTAMP, - start_use_time TIMESTAMP, - last_use_time TIMESTAMP, - real_table_use_seconds INT, - real_table_charge_money NUMERIC(18,2), - add_clock_seconds INT, - adjust_amount NUMERIC(18,2), - coupon_promotion_amount NUMERIC(18,2), - member_discount_amount NUMERIC(18,2), - used_card_amount NUMERIC(18,2), - mgmt_fee NUMERIC(18,2), - service_money NUMERIC(18,2), - fee_total NUMERIC(18,2), - is_single_order INT, - is_delete INT, - member_id BIGINT, - operator_id BIGINT, - operator_name TEXT, - salesman_name TEXT, - salesman_org_id BIGINT, - salesman_user_id BIGINT, - create_time TIMESTAMP, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + siteProfile JSONB, + site_table_id BIGINT, + site_table_area_id BIGINT, + site_table_area_name TEXT, + tenant_table_area_id BIGINT, + order_trade_no TEXT, + order_pay_id BIGINT, + order_settle_id BIGINT, + ledger_name TEXT, + ledger_amount NUMERIC(18,2), + ledger_count NUMERIC(18,4), + ledger_unit_price NUMERIC(18,4), + ledger_status INT, + ledger_start_time TIMESTAMP, + ledger_end_time TIMESTAMP, + start_use_time TIMESTAMP, + last_use_time TIMESTAMP, + real_table_use_seconds INT, + real_table_charge_money NUMERIC(18,2), + add_clock_seconds INT, + adjust_amount NUMERIC(18,2), + coupon_promotion_amount NUMERIC(18,2), + member_discount_amount NUMERIC(18,2), + used_card_amount NUMERIC(18,2), + mgmt_fee NUMERIC(18,2), + service_money NUMERIC(18,2), + fee_total NUMERIC(18,2), + is_single_order INT, + is_delete INT, + member_id BIGINT, + operator_id BIGINT, + operator_name TEXT, + salesman_name TEXT, + salesman_org_id BIGINT, + salesman_user_id BIGINT, + create_time TIMESTAMP, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.table_fee_transactions IS 'ODS 原始明细表：台费流水。来源：export/test-json-doc/table_fee_transactions.json；分析：table_fee_transactions-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1065,29 +1087,31 @@ COMMENT ON COLUMN billiards_ods.table_fee_transactions.fetched_at IS '【说明 CREATE TABLE IF NOT EXISTS billiards_ods.goods_stock_movements ( - siteGoodsStockId BIGINT PRIMARY KEY, - tenantId BIGINT, - siteId BIGINT, - siteGoodsId BIGINT, - goodsName TEXT, - goodsCategoryId BIGINT, - goodsSecondCategoryId BIGINT, - unit TEXT, - price NUMERIC(18,4), - stockType INT, - changeNum NUMERIC(18,4), - startNum NUMERIC(18,4), - endNum NUMERIC(18,4), - changeNumA NUMERIC(18,4), - startNumA NUMERIC(18,4), - endNumA NUMERIC(18,4), - remark TEXT, - operatorName TEXT, - createTime TIMESTAMP, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + siteGoodsStockId BIGINT, + tenantId BIGINT, + siteId BIGINT, + siteGoodsId BIGINT, + goodsName TEXT, + goodsCategoryId BIGINT, + goodsSecondCategoryId BIGINT, + unit TEXT, + price NUMERIC(18,4), + stockType INT, + changeNum NUMERIC(18,4), + startNum NUMERIC(18,4), + endNum NUMERIC(18,4), + changeNumA NUMERIC(18,4), + startNumA NUMERIC(18,4), + endNumA NUMERIC(18,4), + remark TEXT, + operatorName TEXT, + createTime TIMESTAMP, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (siteGoodsStockId, content_hash) ); COMMENT ON TABLE billiards_ods.goods_stock_movements IS 'ODS 原始明细表：商品库存变动流水。来源：export/test-json-doc/goods_stock_movements.json；分析：goods_stock_movements-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1117,21 +1141,23 @@ COMMENT ON COLUMN billiards_ods.goods_stock_movements.payload IS '【说明】 CREATE TABLE IF NOT EXISTS billiards_ods.stock_goods_category_tree ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - category_name TEXT, - alias_name TEXT, - pid BIGINT, - business_name TEXT, - tenant_goods_business_id BIGINT, - open_salesman INT, - categoryBoxes JSONB, - sort INT, - is_warehousing INT, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + tenant_id BIGINT, + category_name TEXT, + alias_name TEXT, + pid BIGINT, + business_name TEXT, + tenant_goods_business_id BIGINT, + open_salesman INT, + categoryBoxes JSONB, + sort INT, + is_warehousing INT, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.stock_goods_category_tree IS 'ODS 原始明细表：商品分类树。来源：export/test-json-doc/stock_goods_category_tree.json；分析：stock_goods_category_tree-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1153,24 +1179,26 @@ COMMENT ON COLUMN billiards_ods.stock_goods_category_tree.payload IS '【说明 CREATE TABLE IF NOT EXISTS billiards_ods.goods_stock_summary ( - siteGoodsId BIGINT PRIMARY KEY, - goodsName TEXT, - goodsUnit TEXT, - goodsCategoryId BIGINT, - goodsCategorySecondId BIGINT, - categoryName TEXT, - rangeStartStock NUMERIC(18,4), - rangeEndStock NUMERIC(18,4), - rangeIn NUMERIC(18,4), - rangeOut NUMERIC(18,4), - rangeSale NUMERIC(18,4), - rangeSaleMoney NUMERIC(18,2), - rangeInventory NUMERIC(18,4), - currentStock NUMERIC(18,4), - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + siteGoodsId BIGINT, + goodsName TEXT, + goodsUnit TEXT, + goodsCategoryId BIGINT, + goodsCategorySecondId BIGINT, + categoryName TEXT, + rangeStartStock NUMERIC(18,4), + rangeEndStock NUMERIC(18,4), + rangeIn NUMERIC(18,4), + rangeOut NUMERIC(18,4), + rangeSale NUMERIC(18,4), + rangeSaleMoney NUMERIC(18,2), + rangeInventory NUMERIC(18,4), + currentStock NUMERIC(18,4), + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (siteGoodsId, content_hash) ); COMMENT ON TABLE billiards_ods.goods_stock_summary IS 'ODS 原始明细表：商品库存汇总。来源：export/test-json-doc/goods_stock_summary.json；分析：goods_stock_summary-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1195,21 +1223,23 @@ COMMENT ON COLUMN billiards_ods.goods_stock_summary.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.payment_transactions ( - id BIGINT PRIMARY KEY, - site_id BIGINT, - siteProfile JSONB, - relate_type INT, - relate_id BIGINT, - pay_amount NUMERIC(18,2), - pay_status INT, - pay_time TIMESTAMP, - create_time TIMESTAMP, - payment_method INT, - online_pay_channel INT, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + site_id BIGINT, + siteProfile JSONB, + relate_type INT, + relate_id BIGINT, + pay_amount NUMERIC(18,2), + pay_status INT, + pay_time TIMESTAMP, + create_time TIMESTAMP, + payment_method INT, + online_pay_channel INT, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.payment_transactions IS 'ODS 原始明细表：支付流水。来源：export/test-json-doc/payment_transactions.json；分析：payment_transactions-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1231,42 +1261,44 @@ COMMENT ON COLUMN billiards_ods.payment_transactions.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.refund_transactions ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - tenantName TEXT, - site_id BIGINT, - siteProfile JSONB, - relate_type INT, - relate_id BIGINT, - pay_sn TEXT, - pay_amount NUMERIC(18,2), - refund_amount NUMERIC(18,2), - round_amount NUMERIC(18,2), - pay_status INT, - pay_time TIMESTAMP, - create_time TIMESTAMP, - payment_method INT, - pay_terminal INT, - pay_config_id BIGINT, - online_pay_channel INT, - online_pay_type INT, - channel_fee NUMERIC(18,2), - channel_payer_id TEXT, - channel_pay_no TEXT, - member_id BIGINT, - member_card_id BIGINT, - cashier_point_id BIGINT, - operator_id BIGINT, - action_type INT, - check_status INT, - is_revoke INT, - is_delete INT, - balance_frozen_amount NUMERIC(18,2), - card_frozen_amount NUMERIC(18,2), - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + tenant_id BIGINT, + tenantName TEXT, + site_id BIGINT, + siteProfile JSONB, + relate_type INT, + relate_id BIGINT, + pay_sn TEXT, + pay_amount NUMERIC(18,2), + refund_amount NUMERIC(18,2), + round_amount NUMERIC(18,2), + pay_status INT, + pay_time TIMESTAMP, + create_time TIMESTAMP, + payment_method INT, + pay_terminal INT, + pay_config_id BIGINT, + online_pay_channel INT, + online_pay_type INT, + channel_fee NUMERIC(18,2), + channel_payer_id TEXT, + channel_pay_no TEXT, + member_id BIGINT, + member_card_id BIGINT, + cashier_point_id BIGINT, + operator_id BIGINT, + action_type INT, + check_status INT, + is_revoke INT, + is_delete INT, + balance_frozen_amount NUMERIC(18,2), + card_frozen_amount NUMERIC(18,2), + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.refund_transactions IS 'ODS 原始明细表：退款流水。来源：export/test-json-doc/refund_transactions.json；分析：refund_transactions-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1309,36 +1341,38 @@ COMMENT ON COLUMN billiards_ods.refund_transactions.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.platform_coupon_redemption_records ( - id BIGINT PRIMARY KEY, - verify_id BIGINT, - certificate_id TEXT, - coupon_code TEXT, - coupon_name TEXT, - coupon_channel INT, - groupon_type INT, - group_package_id BIGINT, - sale_price NUMERIC(18,2), - coupon_money NUMERIC(18,2), - coupon_free_time NUMERIC(18,2), - coupon_cover TEXT, - coupon_remark TEXT, - use_status INT, - consume_time TIMESTAMP, - create_time TIMESTAMP, - deal_id TEXT, - channel_deal_id TEXT, - site_id BIGINT, - site_order_id BIGINT, - table_id BIGINT, - tenant_id BIGINT, - operator_id BIGINT, - operator_name TEXT, - is_delete INT, - siteProfile JSONB, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + verify_id BIGINT, + certificate_id TEXT, + coupon_code TEXT, + coupon_name TEXT, + coupon_channel INT, + groupon_type INT, + group_package_id BIGINT, + sale_price NUMERIC(18,2), + coupon_money NUMERIC(18,2), + coupon_free_time NUMERIC(18,2), + coupon_cover TEXT, + coupon_remark TEXT, + use_status INT, + consume_time TIMESTAMP, + create_time TIMESTAMP, + deal_id TEXT, + channel_deal_id TEXT, + site_id BIGINT, + site_order_id BIGINT, + table_id BIGINT, + tenant_id BIGINT, + operator_id BIGINT, + operator_name TEXT, + is_delete INT, + siteProfile JSONB, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.platform_coupon_redemption_records IS 'ODS 原始明细表：平台券核销/使用记录。来源：export/test-json-doc/platform_coupon_redemption_records.json；分析：platform_coupon_redemption_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1375,41 +1409,43 @@ COMMENT ON COLUMN billiards_ods.platform_coupon_redemption_records.payload IS ' CREATE TABLE IF NOT EXISTS billiards_ods.tenant_goods_master ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - goods_name TEXT, - goods_bar_code TEXT, - goods_category_id BIGINT, - goods_second_category_id BIGINT, - categoryName TEXT, - unit TEXT, - goods_number TEXT, - out_goods_id TEXT, - goods_state INT, - sale_channel INT, - able_discount INT, - able_site_transfer INT, - is_delete INT, - is_warehousing INT, - isInSite INT, - cost_price NUMERIC(18,4), - cost_price_type INT, - market_price NUMERIC(18,4), - min_discount_price NUMERIC(18,4), - common_sale_royalty NUMERIC(18,4), - point_sale_royalty NUMERIC(18,4), - pinyin_initial TEXT, - commodityCode TEXT, - commodity_code TEXT, - goods_cover TEXT, - supplier_id BIGINT, - remark_name TEXT, - create_time TIMESTAMP, - update_time TIMESTAMP, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + id BIGINT, + tenant_id BIGINT, + goods_name TEXT, + goods_bar_code TEXT, + goods_category_id BIGINT, + goods_second_category_id BIGINT, + categoryName TEXT, + unit TEXT, + goods_number TEXT, + out_goods_id TEXT, + goods_state INT, + sale_channel INT, + able_discount INT, + able_site_transfer INT, + is_delete INT, + is_warehousing INT, + isInSite INT, + cost_price NUMERIC(18,4), + cost_price_type INT, + market_price NUMERIC(18,4), + min_discount_price NUMERIC(18,4), + common_sale_royalty NUMERIC(18,4), + point_sale_royalty NUMERIC(18,4), + pinyin_initial TEXT, + commodityCode TEXT, + commodity_code TEXT, + goods_cover TEXT, + supplier_id BIGINT, + remark_name TEXT, + create_time TIMESTAMP, + update_time TIMESTAMP, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.tenant_goods_master IS 'ODS 原始明细表：租户商品主数据。来源：export/test-json-doc/tenant_goods_master.json；分析：tenant_goods_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1451,45 +1487,47 @@ COMMENT ON COLUMN billiards_ods.tenant_goods_master.fetched_at IS '【说明】E CREATE TABLE IF NOT EXISTS billiards_ods.group_buy_packages ( - id BIGINT PRIMARY KEY, - package_id BIGINT, - package_name TEXT, - selling_price NUMERIC(18,2), - coupon_money NUMERIC(18,2), - date_type INT, - date_info TEXT, - start_time TIMESTAMP, - end_time TIMESTAMP, - start_clock TEXT, - end_clock TEXT, - add_start_clock TEXT, - add_end_clock TEXT, - duration INT, - usable_count INT, - usable_range INT, - table_area_id BIGINT, - table_area_name TEXT, - table_area_id_list JSONB, - tenant_table_area_id BIGINT, - tenant_table_area_id_list JSONB, - site_id BIGINT, - site_name TEXT, - tenant_id BIGINT, - card_type_ids JSONB, - group_type INT, - system_group_type INT, - type INT, - effective_status INT, - is_enabled INT, - is_delete INT, - max_selectable_categories INT, - area_tag_type INT, - creator_name TEXT, - create_time TIMESTAMP, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now(), - payload JSONB NOT NULL + id BIGINT, + package_id BIGINT, + package_name TEXT, + selling_price NUMERIC(18,2), + coupon_money NUMERIC(18,2), + date_type INT, + date_info TEXT, + start_time TIMESTAMP, + end_time TIMESTAMP, + start_clock TEXT, + end_clock TEXT, + add_start_clock TEXT, + add_end_clock TEXT, + duration INT, + usable_count INT, + usable_range INT, + table_area_id BIGINT, + table_area_name TEXT, + table_area_id_list JSONB, + tenant_table_area_id BIGINT, + tenant_table_area_id_list JSONB, + site_id BIGINT, + site_name TEXT, + tenant_id BIGINT, + card_type_ids JSONB, + group_type INT, + system_group_type INT, + type INT, + effective_status INT, + is_enabled INT, + is_delete INT, + max_selectable_categories INT, + area_tag_type INT, + creator_name TEXT, + create_time TIMESTAMP, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + payload JSONB NOT NULL, + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.group_buy_packages IS 'ODS 原始明细表：团购套餐主数据。来源：export/test-json-doc/group_buy_packages.json；分析：group_buy_packages-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1535,53 +1573,55 @@ COMMENT ON COLUMN billiards_ods.group_buy_packages.payload IS '【说明】完 CREATE TABLE IF NOT EXISTS billiards_ods.group_buy_redemption_records ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - siteName TEXT, - table_id BIGINT, - tableName TEXT, - tableAreaName TEXT, - tenant_table_area_id BIGINT, - order_trade_no TEXT, - order_settle_id BIGINT, - order_pay_id BIGINT, - order_coupon_id BIGINT, - order_coupon_channel INT, - coupon_code TEXT, - coupon_money NUMERIC(18,2), - coupon_origin_id BIGINT, - ledger_name TEXT, - ledger_group_name TEXT, - ledger_amount NUMERIC(18,2), - ledger_count NUMERIC(18,4), - ledger_unit_price NUMERIC(18,4), - ledger_status INT, - table_charge_seconds INT, - promotion_activity_id BIGINT, - promotion_coupon_id BIGINT, - promotion_seconds INT, - offer_type INT, - assistant_promotion_money NUMERIC(18,2), - assistant_service_promotion_money NUMERIC(18,2), - table_service_promotion_money NUMERIC(18,2), - goods_promotion_money NUMERIC(18,2), - recharge_promotion_money NUMERIC(18,2), - reward_promotion_money NUMERIC(18,2), - goodsOptionPrice NUMERIC(18,2), - salesman_name TEXT, - sales_man_org_id BIGINT, - salesman_role_id BIGINT, - salesman_user_id BIGINT, - operator_id BIGINT, - operator_name TEXT, - is_single_order INT, - is_delete INT, - create_time TIMESTAMP, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + siteName TEXT, + table_id BIGINT, + tableName TEXT, + tableAreaName TEXT, + tenant_table_area_id BIGINT, + order_trade_no TEXT, + order_settle_id BIGINT, + order_pay_id BIGINT, + order_coupon_id BIGINT, + order_coupon_channel INT, + coupon_code TEXT, + coupon_money NUMERIC(18,2), + coupon_origin_id BIGINT, + ledger_name TEXT, + ledger_group_name TEXT, + ledger_amount NUMERIC(18,2), + ledger_count NUMERIC(18,4), + ledger_unit_price NUMERIC(18,4), + ledger_status INT, + table_charge_seconds INT, + promotion_activity_id BIGINT, + promotion_coupon_id BIGINT, + promotion_seconds INT, + offer_type INT, + assistant_promotion_money NUMERIC(18,2), + assistant_service_promotion_money NUMERIC(18,2), + table_service_promotion_money NUMERIC(18,2), + goods_promotion_money NUMERIC(18,2), + recharge_promotion_money NUMERIC(18,2), + reward_promotion_money NUMERIC(18,2), + goodsOptionPrice NUMERIC(18,2), + salesman_name TEXT, + sales_man_org_id BIGINT, + salesman_role_id BIGINT, + salesman_user_id BIGINT, + operator_id BIGINT, + operator_name TEXT, + is_single_order INT, + is_delete INT, + create_time TIMESTAMP, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.group_buy_redemption_records IS 'ODS 原始明细表：团购核销记录。来源：export/test-json-doc/group_buy_redemption_records.json；分析：group_buy_redemption_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1635,48 +1675,50 @@ COMMENT ON COLUMN billiards_ods.group_buy_redemption_records.fetched_at IS '【 CREATE TABLE IF NOT EXISTS billiards_ods.settlement_ticket_details ( - orderSettleId BIGINT PRIMARY KEY, - actualPayment NUMERIC(18,2), - adjustAmount NUMERIC(18,2), - assistantManualDiscount NUMERIC(18,2), - balanceAmount NUMERIC(18,2), - cashierName TEXT, - consumeMoney NUMERIC(18,2), - couponAmount NUMERIC(18,2), - deliveryAddress TEXT, - deliveryFee NUMERIC(18,2), - ledgerAmount NUMERIC(18,2), - memberDeductAmount NUMERIC(18,2), - memberOfferAmount NUMERIC(18,2), - onlineReturnAmount NUMERIC(18,2), - orderRemark TEXT, - orderSettleNumber BIGINT, - payMemberBalance NUMERIC(18,2), - payTime TIMESTAMP, - paymentMethod INT, - pointDiscountCost NUMERIC(18,2), - pointDiscountPrice NUMERIC(18,2), - prepayMoney NUMERIC(18,2), - refundAmount NUMERIC(18,2), - returnGoodsAmount NUMERIC(18,2), - rewardName TEXT, - settleType TEXT, - siteAddress TEXT, - siteBusinessTel TEXT, - siteId BIGINT, - siteName TEXT, - tenantId BIGINT, - tenantName TEXT, - ticketCustomContent TEXT, - ticketRemark TEXT, - voucherMoney NUMERIC(18,2), - memberProfile JSONB, - orderItem JSONB, - tenantMemberCardLogs JSONB, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + orderSettleId BIGINT, + actualPayment NUMERIC(18,2), + adjustAmount NUMERIC(18,2), + assistantManualDiscount NUMERIC(18,2), + balanceAmount NUMERIC(18,2), + cashierName TEXT, + consumeMoney NUMERIC(18,2), + couponAmount NUMERIC(18,2), + deliveryAddress TEXT, + deliveryFee NUMERIC(18,2), + ledgerAmount NUMERIC(18,2), + memberDeductAmount NUMERIC(18,2), + memberOfferAmount NUMERIC(18,2), + onlineReturnAmount NUMERIC(18,2), + orderRemark TEXT, + orderSettleNumber BIGINT, + payMemberBalance NUMERIC(18,2), + payTime TIMESTAMP, + paymentMethod INT, + pointDiscountCost NUMERIC(18,2), + pointDiscountPrice NUMERIC(18,2), + prepayMoney NUMERIC(18,2), + refundAmount NUMERIC(18,2), + returnGoodsAmount NUMERIC(18,2), + rewardName TEXT, + settleType TEXT, + siteAddress TEXT, + siteBusinessTel TEXT, + siteId BIGINT, + siteName TEXT, + tenantId BIGINT, + tenantName TEXT, + ticketCustomContent TEXT, + ticketRemark TEXT, + voucherMoney NUMERIC(18,2), + memberProfile JSONB, + orderItem JSONB, + tenantMemberCardLogs JSONB, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (orderSettleId, content_hash) ); COMMENT ON TABLE billiards_ods.settlement_ticket_details IS 'ODS 原始明细表：结算小票明细。来源：export/test-json-doc/settlement_ticket_details.json；分析：settlement_ticket_details-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1725,55 +1767,57 @@ COMMENT ON COLUMN billiards_ods.settlement_ticket_details.fetched_at IS '【说 CREATE TABLE IF NOT EXISTS billiards_ods.store_goods_master ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - siteName TEXT, - tenant_goods_id BIGINT, - goods_name TEXT, - goods_bar_code TEXT, - goods_category_id BIGINT, - goods_second_category_id BIGINT, - oneCategoryName TEXT, - twoCategoryName TEXT, - unit TEXT, - sale_price NUMERIC(18,4), - cost_price NUMERIC(18,4), - cost_price_type INT, - min_discount_price NUMERIC(18,4), - safe_stock NUMERIC(18,4), - stock NUMERIC(18,4), - stock_A NUMERIC(18,4), - sale_num NUMERIC(18,4), - total_purchase_cost NUMERIC(18,4), - total_sales NUMERIC(18,4), - average_monthly_sales NUMERIC(18,4), - batch_stock_quantity NUMERIC(18,2), - days_available INT, - provisional_total_cost NUMERIC(18,2), - enable_status INT, - audit_status INT, - goods_state INT, - is_delete INT, - is_warehousing INT, - able_discount INT, - able_site_transfer INT, - forbid_sell_status INT, - "freeze" INT, - send_state INT, - custom_label_type INT, - option_required INT, - sale_channel INT, - sort INT, - remark TEXT, - pinyin_initial TEXT, - goods_cover TEXT, - create_time TIMESTAMP, - update_time TIMESTAMP, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + siteName TEXT, + tenant_goods_id BIGINT, + goods_name TEXT, + goods_bar_code TEXT, + goods_category_id BIGINT, + goods_second_category_id BIGINT, + oneCategoryName TEXT, + twoCategoryName TEXT, + unit TEXT, + sale_price NUMERIC(18,4), + cost_price NUMERIC(18,4), + cost_price_type INT, + min_discount_price NUMERIC(18,4), + safe_stock NUMERIC(18,4), + stock NUMERIC(18,4), + stock_A NUMERIC(18,4), + sale_num NUMERIC(18,4), + total_purchase_cost NUMERIC(18,4), + total_sales NUMERIC(18,4), + average_monthly_sales NUMERIC(18,4), + batch_stock_quantity NUMERIC(18,2), + days_available INT, + provisional_total_cost NUMERIC(18,2), + enable_status INT, + audit_status INT, + goods_state INT, + is_delete INT, + is_warehousing INT, + able_discount INT, + able_site_transfer INT, + forbid_sell_status INT, + "freeze" INT, + send_state INT, + custom_label_type INT, + option_required INT, + sale_channel INT, + sort INT, + remark TEXT, + pinyin_initial TEXT, + goods_cover TEXT, + create_time TIMESTAMP, + update_time TIMESTAMP, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.store_goods_master IS 'ODS 原始明细表：门店商品主数据。来源：export/test-json-doc/store_goods_master.json；分析：store_goods_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; @@ -1828,61 +1872,63 @@ COMMENT ON COLUMN billiards_ods.store_goods_master.fetched_at IS '【说明】ET CREATE TABLE IF NOT EXISTS billiards_ods.store_goods_sales_records ( - id BIGINT PRIMARY KEY, - tenant_id BIGINT, - site_id BIGINT, - siteid BIGINT, - sitename TEXT, - site_goods_id BIGINT, - tenant_goods_id BIGINT, - order_settle_id BIGINT, - order_trade_no TEXT, - order_goods_id BIGINT, - ordergoodsid BIGINT, - order_pay_id BIGINT, - order_coupon_id BIGINT, - ledger_name TEXT, - ledger_group_name TEXT, - ledger_amount NUMERIC(18,2), - ledger_count NUMERIC(18,4), - ledger_unit_price NUMERIC(18,4), - ledger_status INT, - discount_money NUMERIC(18,2), - discount_price NUMERIC(18,2), - coupon_deduct_money NUMERIC(18,2), - member_discount_amount NUMERIC(18,2), - option_coupon_deduct_money NUMERIC(18,2), - option_member_discount_money NUMERIC(18,2), - point_discount_money NUMERIC(18,2), - point_discount_money_cost NUMERIC(18,2), - real_goods_money NUMERIC(18,2), - cost_money NUMERIC(18,2), - push_money NUMERIC(18,2), - sales_type INT, - is_single_order INT, - is_delete INT, - goods_remark TEXT, - option_price NUMERIC(18,2), - option_value_name TEXT, - option_name TEXT, - member_coupon_id BIGINT, - package_coupon_id BIGINT, - sales_man_org_id BIGINT, - salesman_name TEXT, - salesman_role_id BIGINT, - salesman_user_id BIGINT, - operator_id BIGINT, - operator_name TEXT, - openSalesman TEXT, - returns_number INT, - site_table_id BIGINT, - tenant_goods_business_id BIGINT, - tenant_goods_category_id BIGINT, - create_time TIMESTAMP, - payload JSONB NOT NULL, - source_file TEXT, - source_endpoint TEXT, - fetched_at TIMESTAMPTZ DEFAULT now() + id BIGINT, + tenant_id BIGINT, + site_id BIGINT, + siteid BIGINT, + sitename TEXT, + site_goods_id BIGINT, + tenant_goods_id BIGINT, + order_settle_id BIGINT, + order_trade_no TEXT, + order_goods_id BIGINT, + ordergoodsid BIGINT, + order_pay_id BIGINT, + order_coupon_id BIGINT, + ledger_name TEXT, + ledger_group_name TEXT, + ledger_amount NUMERIC(18,2), + ledger_count NUMERIC(18,4), + ledger_unit_price NUMERIC(18,4), + ledger_status INT, + discount_money NUMERIC(18,2), + discount_price NUMERIC(18,2), + coupon_deduct_money NUMERIC(18,2), + member_discount_amount NUMERIC(18,2), + option_coupon_deduct_money NUMERIC(18,2), + option_member_discount_money NUMERIC(18,2), + point_discount_money NUMERIC(18,2), + point_discount_money_cost NUMERIC(18,2), + real_goods_money NUMERIC(18,2), + cost_money NUMERIC(18,2), + push_money NUMERIC(18,2), + sales_type INT, + is_single_order INT, + is_delete INT, + goods_remark TEXT, + option_price NUMERIC(18,2), + option_value_name TEXT, + option_name TEXT, + member_coupon_id BIGINT, + package_coupon_id BIGINT, + sales_man_org_id BIGINT, + salesman_name TEXT, + salesman_role_id BIGINT, + salesman_user_id BIGINT, + operator_id BIGINT, + operator_name TEXT, + openSalesman TEXT, + returns_number INT, + site_table_id BIGINT, + tenant_goods_business_id BIGINT, + tenant_goods_category_id BIGINT, + create_time TIMESTAMP, + payload JSONB NOT NULL, + content_hash TEXT NOT NULL, + source_file TEXT, + source_endpoint TEXT, + fetched_at TIMESTAMPTZ DEFAULT now(), + PRIMARY KEY (id, content_hash) ); COMMENT ON TABLE billiards_ods.store_goods_sales_records IS 'ODS 原始明细表：门店商品销售流水。来源：export/test-json-doc/store_goods_sales_records.json；分析：store_goods_sales_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。'; diff --git a/etl_billiards/database/schema_dwd_doc.sql b/etl_billiards/database/schema_dwd_doc.sql index 15bf56c..ab99a10 100644 --- a/etl_billiards/database/schema_dwd_doc.sql +++ b/etl_billiards/database/schema_dwd_doc.sql @@ -84,7 +84,7 @@ CREATE TABLE IF NOT EXISTS dim_site ( SCD2_end_time TIMESTAMPTZ DEFAULT '9999-12-31', SCD2_is_current INT DEFAULT 1, SCD2_version INT DEFAULT 1, - PRIMARY KEY (site_id) + PRIMARY KEY (site_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_site IS 'DWD 维度表：dim_site。ODS 来源表：billiards_ods.table_fee_transactions（对应 JSON：table_fee_transactions.json；分析：table_fee_transactions-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -133,7 +133,7 @@ CREATE TABLE IF NOT EXISTS dim_site_Ex ( SCD2_end_time TIMESTAMPTZ DEFAULT '9999-12-31', SCD2_is_current INT DEFAULT 1, SCD2_version INT DEFAULT 1, - PRIMARY KEY (site_id) + PRIMARY KEY (site_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_site_ex IS 'DWD 维度表（扩展字段表）：dim_site_ex。ODS 来源表：billiards_ods.table_fee_transactions（对应 JSON：table_fee_transactions.json；分析：table_fee_transactions-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -176,7 +176,7 @@ CREATE TABLE IF NOT EXISTS dim_table ( SCD2_end_time TIMESTAMPTZ DEFAULT '9999-12-31', SCD2_is_current INT DEFAULT 1, SCD2_version INT DEFAULT 1, - PRIMARY KEY (table_id) + PRIMARY KEY (table_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_table IS 'DWD 维度表：dim_table。ODS 来源表：billiards_ods.site_tables_master（对应 JSON：site_tables_master.json；分析：site_tables_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -204,7 +204,7 @@ CREATE TABLE IF NOT EXISTS dim_table_Ex ( SCD2_end_time TIMESTAMPTZ DEFAULT '9999-12-31', SCD2_is_current INT DEFAULT 1, SCD2_version INT DEFAULT 1, - PRIMARY KEY (table_id) + PRIMARY KEY (table_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_table_ex IS 'DWD 维度表（扩展字段表）：dim_table_ex。ODS 来源表：billiards_ods.site_tables_master（对应 JSON：site_tables_master.json；分析：site_tables_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -240,7 +240,7 @@ CREATE TABLE IF NOT EXISTS dim_assistant ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (assistant_id) + PRIMARY KEY (assistant_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_assistant IS 'DWD 维度表：dim_assistant。ODS 来源表：billiards_ods.assistant_accounts_master（对应 JSON：assistant_accounts_master.json；分析：assistant_accounts_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -314,7 +314,7 @@ CREATE TABLE IF NOT EXISTS dim_assistant_Ex ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (assistant_id) + PRIMARY KEY (assistant_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_assistant_ex IS 'DWD 维度表（扩展字段表）：dim_assistant_ex。ODS 来源表：billiards_ods.assistant_accounts_master（对应 JSON：assistant_accounts_master.json；分析：assistant_accounts_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -383,7 +383,7 @@ CREATE TABLE IF NOT EXISTS dim_member ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (member_id) + PRIMARY KEY (member_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_member IS 'DWD 维度表：dim_member。ODS 来源表：billiards_ods.member_profiles（对应 JSON：member_profiles.json；分析：member_profiles-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -415,7 +415,7 @@ CREATE TABLE IF NOT EXISTS dim_member_Ex ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (member_id) + PRIMARY KEY (member_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_member_ex IS 'DWD 维度表（扩展字段表）：dim_member_ex。ODS 来源表：billiards_ods.member_profiles（对应 JSON：member_profiles.json；分析：member_profiles-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -454,7 +454,7 @@ CREATE TABLE IF NOT EXISTS dim_member_card_account ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (member_card_id) + PRIMARY KEY (member_card_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_member_card_account IS 'DWD 维度表：dim_member_card_account。ODS 来源表：billiards_ods.member_stored_value_cards（对应 JSON：member_stored_value_cards.json；分析：member_stored_value_cards-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -538,7 +538,7 @@ CREATE TABLE IF NOT EXISTS dim_member_card_account_Ex ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (member_card_id) + PRIMARY KEY (member_card_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_member_card_account_ex IS 'DWD 维度表（扩展字段表）：dim_member_card_account_ex。ODS 来源表：billiards_ods.member_stored_value_cards（对应 JSON：member_stored_value_cards.json；分析：member_stored_value_cards-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -619,7 +619,7 @@ CREATE TABLE IF NOT EXISTS dim_tenant_goods ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (tenant_goods_id) + PRIMARY KEY (tenant_goods_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_tenant_goods IS 'DWD 维度表：dim_tenant_goods。ODS 来源表：billiards_ods.tenant_goods_master（对应 JSON：tenant_goods_master.json；分析：tenant_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -666,7 +666,7 @@ CREATE TABLE IF NOT EXISTS dim_tenant_goods_Ex ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (tenant_goods_id) + PRIMARY KEY (tenant_goods_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_tenant_goods_ex IS 'DWD 维度表（扩展字段表）：dim_tenant_goods_ex。ODS 来源表：billiards_ods.tenant_goods_master（对应 JSON：tenant_goods_master.json；分析：tenant_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -719,7 +719,7 @@ CREATE TABLE IF NOT EXISTS dim_store_goods ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (site_goods_id) + PRIMARY KEY (site_goods_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_store_goods IS 'DWD 维度表：dim_store_goods。ODS 来源表：billiards_ods.store_goods_master（对应 JSON：store_goods_master.json；分析：store_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -780,7 +780,7 @@ CREATE TABLE IF NOT EXISTS dim_store_goods_Ex ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (site_goods_id) + PRIMARY KEY (site_goods_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_store_goods_ex IS 'DWD 维度表（扩展字段表）：dim_store_goods_ex。ODS 来源表：billiards_ods.store_goods_master（对应 JSON：store_goods_master.json；分析：store_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -833,7 +833,7 @@ CREATE TABLE IF NOT EXISTS dim_goods_category ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (category_id) + PRIMARY KEY (category_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_goods_category IS 'DWD 维度表：dim_goods_category。ODS 来源表：billiards_ods.stock_goods_category_tree（对应 JSON：stock_goods_category_tree.json；分析：stock_goods_category_tree-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -876,7 +876,7 @@ CREATE TABLE IF NOT EXISTS dim_groupbuy_package ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (groupbuy_package_id) + PRIMARY KEY (groupbuy_package_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_groupbuy_package IS 'DWD 维度表：dim_groupbuy_package。ODS 来源表：billiards_ods.group_buy_packages（对应 JSON：group_buy_packages.json；分析：group_buy_packages-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; @@ -927,7 +927,7 @@ CREATE TABLE IF NOT EXISTS dim_groupbuy_package_Ex ( SCD2_end_time TIMESTAMPTZ, SCD2_is_current INT, SCD2_version INT, - PRIMARY KEY (groupbuy_package_id) + PRIMARY KEY (groupbuy_package_id, scd2_start_time) ); COMMENT ON TABLE billiards_dwd.dim_groupbuy_package_ex IS 'DWD 维度表（扩展字段表）：dim_groupbuy_package_ex。ODS 来源表：billiards_ods.group_buy_packages（对应 JSON：group_buy_packages.json；分析：group_buy_packages-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。'; diff --git a/etl_billiards/docs/DWS 数据库处理需求.md b/etl_billiards/docs/DWS 数据库处理需求.md new file mode 100644 index 0000000..3d29384 --- /dev/null +++ b/etl_billiards/docs/DWS 数据库处理需求.md @@ -0,0 +1,21 @@ +# DWS 数据层需求 +## 简介 +项目路径：C:\dev\LLTQ\ETL\feiqiu-ETL + +本文档描述在ETL已完成的DWD层数据基础上对DWS层的数据处理： +- 完成对DWS层数据库的处理，即数据库设计，成果为DDL的SQL语句。 +- 数据读取处理到落库，即DWD读取，Python处理，SQL写入。 + +文档更多聚焦业务描述，你需要使用专业技能，使用面向对象编程OOP思想，完成程序设计直至代码完成： +- 参考.\README.md 了解现在项目现状。 +- 参考.\etl_billiards\docs\dwd_main_tables_dictionary.md 了解 DWD的schema的表和字段（若与数据库有出路，则以当前数据库为准。） +- SQL和Python代码需要详尽的，高密度的中文注释。 +- 完成内容，需要详尽高密度的补充至.\README.md，以方便后续维护。 +- DWS的表与表的字段 参考.\etl_billiards\docs\dwd_main_tables_dictionary.md 完成类似的数据库文档，方便后续维护。 +- 注意中文编码需求。 + +## 具体需求 +### 助教视角 +- 需要 + + diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_assistant_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_assistant_ex.md new file mode 100644 index 0000000..4de70d7 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_assistant_ex.md @@ -0,0 +1,80 @@ +# dim_assistant_ex 助教档案扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_assistant_ex | +| 主键 | assistant_id, scd2_start_time | +| 主表 | dim_assistant | +| 记录数 | 69 | +| 说明 | 助教档案的扩展字段，包含个人资料、评分、状态配置、灯控等详细信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | assistant_id | BIGINT | NO | PK | 助教 ID → dim_assistant | +| 2 | gender | INTEGER | YES | | 性别。**枚举值**: 0(59)=未填写, 2(10)=女（**[1=男 待确认]**） | +| 3 | birth_date | TIMESTAMPTZ | YES | | 出生日期 | +| 4 | avatar | TEXT | YES | | 头像 URL（默认: https://oss.ficoo.vip/maUiImages/images/defaultAvatar.png） | +| 5 | introduce | TEXT | YES | | 个人简介（当前数据全为空） | +| 6 | video_introduction_url | TEXT | YES | | 视频介绍 URL | +| 7 | height | NUMERIC(5,2) | YES | | 身高（厘米） | +| 8 | weight | NUMERIC(5,2) | YES | | 体重（公斤） | +| 9 | shop_name | TEXT | YES | | 门店名称快照。**当前值**: "朗朗桌球" | +| 10 | group_id | BIGINT | YES | | 分组 ID（当前数据全为 0） | +| 11 | group_name | TEXT | YES | | 分组名称（当前数据全为空） | +| 12 | person_org_id | BIGINT | YES | | 人事组织 ID | +| 13 | staff_id | BIGINT | YES | | 员工 ID（当前数据全为 0） | +| 14 | staff_profile_id | BIGINT | YES | | 员工档案 ID（当前数据全为 0） | +| 15 | assistant_grade | DOUBLE PRECISION | YES | | 平均评分 | +| 16 | sum_grade | DOUBLE PRECISION | YES | | 累计评分 | +| 17 | get_grade_times | INTEGER | YES | | 评分次数（当前数据全为 0） | +| 18 | charge_way | INTEGER | YES | | 计费方式。**枚举值**: 2(69)=计时 **[其他值待确认]** | +| 19 | allow_cx | INTEGER | YES | | 允许促销计费。**枚举值**: 1(69)=允许 | +| 20 | is_guaranteed | INTEGER | YES | | 是否保底。**枚举值**: 1(69)=有保底 | +| 21 | salary_grant_enabled | INTEGER | YES | | 薪资发放开关。**枚举值**: 2(69)=**[含义待确认]** | +| 22 | entry_type | INTEGER | YES | | 入职类型。**枚举值**: 1(68)=正式, 3(1)=**[待确认]** | +| 23 | entry_sign_status | INTEGER | YES | | 入职签约状态。**枚举值**: 0(69)=未签约 | +| 24 | resign_sign_status | INTEGER | YES | | 离职签约状态。**枚举值**: 0(69)=未签约 | +| 25 | work_status | INTEGER | YES | | 工作状态。**枚举值**: 1(29)=在岗, 2(40)=离岗 | +| 26 | show_status | INTEGER | YES | | 展示状态。**枚举值**: 1(69)=显示 | +| 27 | show_sort | INTEGER | YES | | 展示排序序号 | +| 28 | online_status | INTEGER | YES | | 在线状态。**枚举值**: 1(69)=在线 | +| 29 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0(69)=未删除 | +| 30 | criticism_status | INTEGER | YES | | 投诉状态。**枚举值**: 1(68)=**[待确认]**, 2(1)=**[待确认]** | +| 31 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 32 | update_time | TIMESTAMPTZ | YES | | 更新时间 | +| 33 | start_time | TIMESTAMPTZ | YES | | 配置生效开始时间 | +| 34 | end_time | TIMESTAMPTZ | YES | | 配置生效结束时间 | +| 35 | last_table_id | BIGINT | YES | | 最近服务台桌 ID → dim_table | +| 36 | last_table_name | TEXT | YES | | 最近服务台桌名称。**样本值**: "发财", "C2", "VIP包厢 VIP5" | +| 37 | last_update_name | TEXT | YES | | 最近更新操作人。**样本值**: "教练:周蒙", "管理员：郑丽珊" | +| 38 | order_trade_no | BIGINT | YES | | 最近关联订单号 | +| 39 | ding_talk_synced | INTEGER | YES | | 钉钉同步状态。**枚举值**: 1(69)=已同步 | +| 40 | site_light_cfg_id | BIGINT | YES | | 灯控配置 ID（当前数据全为 0） | +| 41 | light_equipment_id | TEXT | YES | | 灯控设备 ID（当前数据全为空） | +| 42 | light_status | INTEGER | YES | | 灯控状态。**枚举值**: 2(69)=**[含义待确认]** | +| 43 | is_team_leader | INTEGER | YES | | 是否组长。**枚举值**: 0(69)=否 | +| 44 | serial_number | BIGINT | YES | | 序列号 | +| 45 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 46 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 47 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 48 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.*, e.* +FROM billiards_dwd.dim_assistant m +JOIN billiards_dwd.dim_assistant_ex e + ON m.assistant_id = e.assistant_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_groupbuy_package_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_groupbuy_package_ex.md new file mode 100644 index 0000000..b9d2dca --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_groupbuy_package_ex.md @@ -0,0 +1,64 @@ +# dim_groupbuy_package_ex 团购套餐扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_groupbuy_package_ex | +| 主键 | groupbuy_package_id, scd2_start_time | +| 主表 | dim_groupbuy_package | +| 记录数 | 34 | +| 说明 | 团购套餐的扩展配置，包含使用时段、台区限制、套餐类型等详细信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | groupbuy_package_id | BIGINT | NO | PK | 套餐 ID → dim_groupbuy_package | +| 2 | site_name | VARCHAR(100) | YES | | 门店名称快照。**当前值**: "朗朗桌球" | +| 3 | usable_count | INTEGER | YES | | 可使用次数（当前数据全为 0，表示不限次） | +| 4 | date_type | INTEGER | YES | | 日期类型。**枚举值**: 1(34)=**[含义待确认]** | +| 5 | usable_range | VARCHAR(255) | YES | | 可用日期范围描述（当前数据全为空） | +| 6 | date_info | VARCHAR(255) | YES | | 日期信息 | +| 7 | start_clock | VARCHAR(16) | YES | | 可用开始时间。**枚举值**: "00:00:00"(29), "10:00:00"(4), "23:00:00"(1) | +| 8 | end_clock | VARCHAR(16) | YES | | 可用结束时间。**枚举值**: "1.00:00:00"(29)=次日0点, "23:59:59"(3), "1.02:00:00"(2)=次日2点 | +| 9 | add_start_clock | VARCHAR(16) | YES | | 附加时段开始时间 | +| 10 | add_end_clock | VARCHAR(16) | YES | | 附加时段结束时间 | +| 11 | area_tag_type | INTEGER | YES | | 区域标记类型。**枚举值**: 1(34)=**[含义待确认]** | +| 12 | table_area_id | BIGINT | YES | | 台区 ID（当前数据全为 0） | +| 13 | tenant_table_area_id | BIGINT | YES | | 租户级台区 ID（当前数据全为 0） | +| 14 | table_area_id_list | VARCHAR(512) | YES | | 台区 ID 列表（当前数据全为空） | +| 15 | group_type | INTEGER | YES | | 团购类型。**枚举值**: 1(34)=**[含义待确认]** | +| 16 | system_group_type | INTEGER | YES | | 系统团购类型。**枚举值**: 1(34)=**[含义待确认]** | +| 17 | package_type | INTEGER | YES | | 套餐类型。**枚举值**: 1(26)=普通套餐 **[待确认]**, 2(8)=VIP套餐 **[待确认]** | +| 18 | effective_status | INTEGER | YES | | 生效状态。**枚举值**: 1(24)=有效, 3(10)=失效 **[待确认]** | +| 19 | max_selectable_categories | INTEGER | YES | | 最大可选分类数（当前数据全为 0） | +| 20 | creator_name | VARCHAR(100) | YES | | 创建人。**样本值**: "店长:郑丽珊", "管理员：郑丽珊" | +| 21 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 22 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 23 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 24 | scd2_version | INTEGER | YES | | 版本号 | + +## 样本数据 + +| groupbuy_package_id | start_clock | end_clock | package_type | effective_status | creator_name | +|--------------------|-------------|-----------|--------------|------------------|--------------| +| 2798905767676933 | 00:00:00 | 1.00:00:00 | 2 | 1 | 店长:郑丽珊 | +| 2798901295615045 | 00:00:00 | 1.00:00:00 | 2 | 3 | 店长:郑丽珊 | +| 2798731703045189 | 00:00:00 | 1.00:00:00 | 1 | 1 | 店长:郑丽珊 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.package_name, m.duration_seconds, e.start_clock, e.end_clock, e.effective_status +FROM billiards_dwd.dim_groupbuy_package m +JOIN billiards_dwd.dim_groupbuy_package_ex e + ON m.groupbuy_package_id = e.groupbuy_package_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_member_card_account_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_member_card_account_ex.md new file mode 100644 index 0000000..32d1d05 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_member_card_account_ex.md @@ -0,0 +1,90 @@ +# dim_member_card_account_ex 会员卡账户扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_member_card_account_ex | +| 主键 | member_card_id, scd2_start_time | +| 主表 | dim_member_card_account | +| 记录数 | 945 | +| 说明 | 会员卡账户扩展表，包含折扣配置、抵扣规则、使用限制等详细配置 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | member_card_id | BIGINT | NO | PK | 会员卡 ID → dim_member_card_account | +| 2 | site_name | TEXT | YES | | 门店名称。**当前值**: "朗朗桌球" | +| 3 | tenant_name | VARCHAR(64) | YES | | 租户名称（当前数据全为空） | +| 4 | tenantavatar | TEXT | YES | | 租户头像（当前数据全为空） | +| 5 | effect_site_id | BIGINT | YES | | 生效门店 ID（0=不限门店） | +| 6 | able_cross_site | INTEGER | YES | | 允许跨门店。**枚举值**: 1(945)=允许 | +| 7 | card_physics_type | INTEGER | YES | | 物理卡类型。**枚举值**: 1(945)=**[待确认]** | +| 8 | card_no | TEXT | YES | | 物理卡号（当前数据全为空） | +| 9 | bind_password | TEXT | YES | | 绑定密码（当前数据全为空） | +| 10 | use_scene | TEXT | YES | | 使用场景（当前数据全为空） | +| 11 | denomination | NUMERIC(18,2) | YES | | 面额/初始额度 | +| 12 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 13 | disable_start_time | TIMESTAMPTZ | YES | | 禁用开始时间 | +| 14 | disable_end_time | TIMESTAMPTZ | YES | | 禁用结束时间 | +| 15 | is_allow_give | INTEGER | YES | | 允许转赠。**枚举值**: 0(945)=不允许 | +| 16 | is_allow_order_deduct | INTEGER | YES | | 允许订单抵扣。**枚举值**: 0(945)=不允许 | +| 17 | sort | INTEGER | YES | | 排序序号 | +| 18 | table_discount | NUMERIC(10,2) | YES | | 台费折扣率（10.0=不打折） | +| 19 | goods_discount | NUMERIC(10,2) | YES | | 商品折扣率 | +| 20 | assistant_discount | NUMERIC(10,2) | YES | | 助教折扣率 | +| 21 | assistant_reward_discount | NUMERIC(10,2) | YES | | 助教奖励折扣率 | +| 22 | table_service_discount | NUMERIC(10,2) | YES | | 台费服务折扣率 | +| 23 | goods_service_discount | NUMERIC(10,2) | YES | | 商品服务折扣率 | +| 24 | assistant_service_discount | NUMERIC(10,2) | YES | | 助教服务折扣率 | +| 25 | coupon_discount | NUMERIC(10,2) | YES | | 券折扣率 | +| 26 | table_discount_sub_switch | INTEGER | YES | | 台费折扣叠加开关。**枚举值**: 2(945)=关闭 **[1=开启 待确认]** | +| 27 | goods_discount_sub_switch | INTEGER | YES | | 商品折扣叠加开关 | +| 28 | assistant_discount_sub_switch | INTEGER | YES | | 助教折扣叠加开关 | +| 29 | assistant_reward_discount_sub_switch | INTEGER | YES | | 助教奖励折扣叠加开关 | +| 30 | goods_discount_range_type | INTEGER | YES | | 商品折扣范围类型。**枚举值**: 1(945)=**[待确认]** | +| 31 | table_deduct_radio | NUMERIC(10,2) | YES | | 台费抵扣比例（100.0=全额抵扣） | +| 32 | goods_deduct_radio | NUMERIC(10,2) | YES | | 商品抵扣比例 | +| 33 | assistant_deduct_radio | NUMERIC(10,2) | YES | | 助教抵扣比例 | +| 34 | table_service_deduct_radio | NUMERIC(10,2) | YES | | 台费服务抵扣比例 | +| 35 | goods_service_deduct_radio | NUMERIC(10,2) | YES | | 商品服务抵扣比例 | +| 36 | assistant_service_deduct_radio | NUMERIC(10,2) | YES | | 助教服务抵扣比例 | +| 37 | assistant_reward_deduct_radio | NUMERIC(10,2) | YES | | 助教奖励抵扣比例 | +| 38 | coupon_deduct_radio | NUMERIC(10,2) | YES | | 券抵扣比例 | +| 39 | cardsettlededuct | NUMERIC(18,2) | YES | | 结算扣卡金额配置 | +| 40 | tablecarddeduct | NUMERIC(18,2) | YES | | 台费扣卡金额 | +| 41 | tableservicecarddeduct | NUMERIC(18,2) | YES | | 台费服务扣卡金额 | +| 42 | goodscardeduct | NUMERIC(18,2) | YES | | 商品扣卡金额 | +| 43 | goodsservicecarddeduct | NUMERIC(18,2) | YES | | 商品服务扣卡金额 | +| 44 | assistantcarddeduct | NUMERIC(18,2) | YES | | 助教扣卡金额 | +| 45 | assistantservicecarddeduct | NUMERIC(18,2) | YES | | 助教服务扣卡金额 | +| 46 | assistantrewardcarddeduct | NUMERIC(18,2) | YES | | 助教奖励扣卡金额 | +| 47 | couponcarddeduct | NUMERIC(18,2) | YES | | 券扣卡金额 | +| 48 | deliveryfeededuct | NUMERIC(18,2) | YES | | 配送费扣卡金额 | +| 49 | tableareaid | TEXT | YES | | 可用台区 ID 列表（当前数据全为空） | +| 50 | goodscategoryid | TEXT | YES | | 可用商品分类 ID 列表（当前数据全为空） | +| 51 | pdassisnatlevel | TEXT | YES | | 陪打助教等级限制。**当前值**: "{}" | +| 52 | cxassisnatlevel | TEXT | YES | | 促销助教等级限制。**当前值**: "{}" | +| 53 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 54 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 55 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 56 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 关联查询卡片及折扣配置 +SELECT + m.member_card_type_name, m.balance, + e.table_discount, e.goods_discount, e.assistant_discount +FROM billiards_dwd.dim_member_card_account m +JOIN billiards_dwd.dim_member_card_account_ex e + ON m.member_card_id = e.member_card_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_member_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_member_ex.md new file mode 100644 index 0000000..5f3b0f1 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_member_ex.md @@ -0,0 +1,51 @@ +# dim_member_ex 会员档案扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_member_ex | +| 主键 | member_id, scd2_start_time | +| 主表 | dim_member | +| 记录数 | 556 | +| 说明 | 会员档案扩展表，包含积分、成长值、状态等字段 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | member_id | BIGINT | NO | PK | 会员 ID → dim_member | +| 2 | referrer_member_id | BIGINT | YES | | 推荐人会员 ID（当前数据全为 0，表示无推荐人） | +| 3 | point | NUMERIC(18,2) | YES | | 积分余额 | +| 4 | register_site_name | TEXT | YES | | 注册门店名称。**当前值**: "朗朗桌球" | +| 5 | growth_value | NUMERIC(18,2) | YES | | 成长值 | +| 6 | user_status | INTEGER | YES | | 用户状态。**枚举值**: 1(556)=正常 | +| 7 | status | INTEGER | YES | | 账户状态。**枚举值**: 1(490)=正常, 3(66)=**[含义待确认]** | +| 8 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 9 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 10 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 11 | scd2_version | INTEGER | YES | | 版本号 | + +## 样本数据 + +| member_id | point | growth_value | user_status | status | +|-----------|-------|--------------|-------------|--------| +| 3043883848157381 | 0.00 | 0.00 | 1 | 1 | +| 3037269565082949 | 0.00 | 0.00 | 1 | 1 | +| 3025342944414469 | 0.00 | 0.00 | 1 | 1 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.*, e.point, e.growth_value, e.status +FROM billiards_dwd.dim_member m +JOIN billiards_dwd.dim_member_ex e + ON m.member_id = e.member_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_site_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_site_ex.md new file mode 100644 index 0000000..5e77cbd --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_site_ex.md @@ -0,0 +1,57 @@ +# dim_site_ex 门店扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_site_ex | +| 主键 | site_id, scd2_start_time | +| 主表 | dim_site | +| 记录数 | 1 | +| 说明 | 门店扩展表，包含灯控、考勤、客服等配置信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | site_id | BIGINT | NO | PK | 门店 ID → dim_site | +| 2 | avatar | TEXT | YES | | 门店头像 URL | +| 3 | address | TEXT | YES | | 地址（冗余） | +| 4 | longitude | NUMERIC(9,6) | YES | | 经度（冗余） | +| 5 | latitude | NUMERIC(9,6) | YES | | 纬度（冗余） | +| 6 | tenant_site_region_id | BIGINT | YES | | 区域 ID（冗余） | +| 7 | auto_light | INTEGER | YES | | 自动灯控。**枚举值**: 1(1)=启用 | +| 8 | light_status | INTEGER | YES | | 灯控状态。**枚举值**: 1(1)=**[待确认]** | +| 9 | light_type | INTEGER | YES | | 灯控类型。**枚举值**: 0(1)=**[待确认]** | +| 10 | light_token | TEXT | YES | | 灯控令牌 | +| 11 | site_type | INTEGER | YES | | 门店类型（冗余） | +| 12 | site_label | TEXT | YES | | 门店标签（冗余） | +| 13 | attendance_enabled | INTEGER | YES | | 考勤启用。**枚举值**: 1(1)=启用 | +| 14 | attendance_distance | INTEGER | YES | | 考勤距离（米）。**当前值**: 0 | +| 15 | customer_service_qrcode | TEXT | YES | | 客服二维码 URL | +| 16 | customer_service_wechat | TEXT | YES | | 客服微信号 | +| 17 | fixed_pay_qrcode | TEXT | YES | | 固定收款码 URL | +| 18 | prod_env | TEXT | YES | | 环境标识。**当前值**: "1" | +| 19 | shop_status | INTEGER | YES | | 营业状态（冗余） | +| 20 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 21 | update_time | TIMESTAMPTZ | YES | | 更新时间 | +| 22 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 23 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 24 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 25 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.*, e.* +FROM billiards_dwd.dim_site m +JOIN billiards_dwd.dim_site_ex e + ON m.site_id = e.site_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_store_goods_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_store_goods_ex.md new file mode 100644 index 0000000..9c159f0 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_store_goods_ex.md @@ -0,0 +1,62 @@ +# dim_store_goods_ex 门店商品扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_store_goods_ex | +| 主键 | site_goods_id, scd2_start_time | +| 主表 | dim_store_goods | +| 记录数 | 170 | +| 说明 | 门店商品扩展表，包含单位、成本、库存管理、折扣等详细配置 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | site_goods_id | BIGINT | NO | PK | 门店商品 ID → dim_store_goods | +| 2 | site_name | TEXT | YES | | 门店名称。**当前值**: "朗朗桌球" | +| 3 | unit | TEXT | YES | | 商品单位。**枚举值**: "包"(62), "瓶"(49), "个"(17), "份"(14), "根"(10), "杯"(5), "盒"(4), "桶"(3), "盘"(2), "罐"(1), "支"(1), "双"(1), "张"(1) | +| 4 | goods_barcode | TEXT | YES | | 商品条码（当前数据全为空） | +| 5 | goods_cover_url | TEXT | YES | | 商品封面图 URL | +| 6 | pinyin_initial | TEXT | YES | | 拼音首字母（用于搜索） | +| 7 | stock_qty | INTEGER | YES | | 库存数量 | +| 8 | stock_secondary_qty | INTEGER | YES | | 副单位库存（当前数据全为 0） | +| 9 | safety_stock_qty | INTEGER | YES | | 安全库存（当前数据全为 0） | +| 10 | cost_price | NUMERIC(18,4) | YES | | 成本价 | +| 11 | cost_price_type | INTEGER | YES | | 成本价类型。**枚举值**: 1(160)=**[待确认]**, 2(10)=**[待确认]** | +| 12 | provisional_total_cost | NUMERIC(18,2) | YES | | 暂估总成本 | +| 13 | total_purchase_cost | NUMERIC(18,2) | YES | | 采购总成本 | +| 14 | min_discount_price | NUMERIC(18,2) | YES | | 最低折扣价 | +| 15 | is_discountable | INTEGER | YES | | 允许折扣。**枚举值**: 1(170)=允许 | +| 16 | days_on_shelf | INTEGER | YES | | 上架天数 | +| 17 | audit_status | INTEGER | YES | | 审核状态。**枚举值**: 2(170)=**[待确认]** | +| 18 | sale_channel | INTEGER | YES | | 销售渠道（当前数据全为空） | +| 19 | is_warehousing | INTEGER | YES | | 库存管理。**枚举值**: 1(170)=参与库存管理 | +| 20 | freeze_status | INTEGER | YES | | 冻结状态。**枚举值**: 0(170)=未冻结 | +| 21 | forbid_sell_status | INTEGER | YES | | 禁售状态。**枚举值**: 1(170)=**[待确认]** | +| 22 | able_site_transfer | INTEGER | YES | | 允许店间调拨。**枚举值**: 0(1), 2(169) **[待确认]** | +| 23 | custom_label_type | INTEGER | YES | | 自定义标签类型。**枚举值**: 2(170)=**[待确认]** | +| 24 | option_required | INTEGER | YES | | 选项必填。**枚举值**: 1(170)=**[待确认]** | +| 25 | remark | TEXT | YES | | 备注（当前数据全为空） | +| 26 | sort_order | INTEGER | YES | | 排序序号 | +| 27 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 28 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 29 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 30 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.goods_name, m.sale_price, m.sale_qty, e.unit, e.stock_qty, e.cost_price +FROM billiards_dwd.dim_store_goods m +JOIN billiards_dwd.dim_store_goods_ex e + ON m.site_goods_id = e.site_goods_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_table_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_table_ex.md new file mode 100644 index 0000000..80a1774 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_table_ex.md @@ -0,0 +1,50 @@ +# dim_table_ex 台桌扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_table_ex | +| 主键 | table_id, scd2_start_time | +| 主表 | dim_table | +| 记录数 | 74 | +| 说明 | 台桌扩展表，包含展示状态、预约设置、台呢使用等信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | table_id | BIGINT | NO | PK | 台桌 ID → dim_table | +| 2 | show_status | INTEGER | YES | | 展示状态。**枚举值**: 1(70)=显示, 2(4)=隐藏 | +| 3 | is_online_reservation | INTEGER | YES | | 在线预约。**枚举值**: 1(2)=支持, 2(72)=不支持 | +| 4 | table_cloth_use_time | INTEGER | YES | | 台呢已使用时间（当前数据全为空） | +| 5 | table_cloth_use_cycle | INTEGER | YES | | 台呢使用周期（当前数据全为 0） | +| 6 | table_status | INTEGER | YES | | 台桌状态。**枚举值**: 1(66)=空闲, 2(1)=**[待确认]**, 3(7)=使用中 **[待确认]** | +| 7 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 8 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 9 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 10 | scd2_version | INTEGER | YES | | 版本号 | + +## 样本数据 + +| table_id | show_status | is_online_reservation | table_status | +|----------|-------------|-----------------------|--------------| +| 2791964216463493 | 1 | 2 | 1 | +| 2792521437958213 | 1 | 2 | 1 | +| 2793001695301765 | 1 | 2 | 1 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.table_name, m.site_table_area_name, e.show_status, e.table_status +FROM billiards_dwd.dim_table m +JOIN billiards_dwd.dim_table_ex e + ON m.table_id = e.table_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_tenant_goods_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_tenant_goods_ex.md new file mode 100644 index 0000000..fa384f0 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dim_tenant_goods_ex.md @@ -0,0 +1,54 @@ +# dim_tenant_goods_ex 租户商品扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_tenant_goods_ex | +| 主键 | tenant_goods_id, scd2_start_time | +| 主表 | dim_tenant_goods | +| 记录数 | 171 | +| 说明 | 租户商品扩展表，包含图片、条码、成本、折扣配置等详细信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | tenant_goods_id | BIGINT | NO | PK | 租户商品 ID → dim_tenant_goods | +| 2 | remark_name | VARCHAR(128) | YES | | 备注名称（当前数据全为空） | +| 3 | pinyin_initial | VARCHAR(128) | YES | | 拼音首字母 | +| 4 | goods_cover | VARCHAR(512) | YES | | 商品封面图 URL | +| 5 | goods_bar_code | VARCHAR(64) | YES | | 商品条码（当前数据全为空） | +| 6 | commodity_code | VARCHAR(64) | YES | | 商品编码 | +| 7 | commodity_code_list | VARCHAR(256) | YES | | 商品编码列表 | +| 8 | min_discount_price | NUMERIC(18,2) | YES | | 最低折扣价 | +| 9 | cost_price | NUMERIC(18,2) | YES | | 成本价 | +| 10 | cost_price_type | INTEGER | YES | | 成本价类型。**枚举值**: 1(160), 2(11) **[待确认]** | +| 11 | able_discount | INTEGER | YES | | 允许折扣。**枚举值**: 1(171)=允许 | +| 12 | sale_channel | INTEGER | YES | | 销售渠道（当前数据全为空） | +| 13 | is_warehousing | INTEGER | YES | | 库存管理。**枚举值**: 1(171)=参与库存管理 | +| 14 | is_in_site | BOOLEAN | YES | | 是否在门店。**枚举值**: False(171)=否 | +| 15 | able_site_transfer | INTEGER | YES | | 允许店间调拨。**枚举值**: 0(1), 2(170) **[待确认]** | +| 16 | common_sale_royalty | INTEGER | YES | | 普通销售提成（当前数据全为 0） | +| 17 | point_sale_royalty | INTEGER | YES | | 积分销售提成（当前数据全为 0） | +| 18 | out_goods_id | BIGINT | YES | | 外部商品 ID（当前数据全为 0） | +| 19 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 20 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 21 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 22 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.goods_name, m.market_price, e.cost_price, e.min_discount_price +FROM billiards_dwd.dim_tenant_goods m +JOIN billiards_dwd.dim_tenant_goods_ex e + ON m.tenant_goods_id = e.tenant_goods_id + AND m.scd2_start_time = e.scd2_start_time +WHERE m.scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_assistant_service_log_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_assistant_service_log_ex.md new file mode 100644 index 0000000..39b1a1c --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_assistant_service_log_ex.md @@ -0,0 +1,61 @@ +# dwd_assistant_service_log_ex 助教服务流水扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_assistant_service_log_ex | +| 主键 | assistant_service_id | +| 主表 | dwd_assistant_service_log | +| 记录数 | 5003 | +| 说明 | 助教服务流水扩展表，包含台桌、折扣、评分、废单等详细信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | assistant_service_id | BIGINT | NO | PK | 服务流水 ID → dwd_assistant_service_log | +| 2 | table_name | VARCHAR(64) | YES | | 台桌名称。**样本值**: "888", "TV", "VIP5", "666", "C1", "VIP1", "S1", "M1", "A1" | +| 3 | assistant_name | VARCHAR(64) | YES | | 助教真实姓名。**样本值**: "陈嘉怡", "张永英", "邹绮", "胡敏" | +| 4 | ledger_name | VARCHAR(128) | YES | | 账本名称（工号-昵称）。**样本值**: "2-佳怡", "23-婉婉", "15-七七" | +| 5 | ledger_group_name | VARCHAR(128) | YES | | 账本分组名称（当前数据全为空） | +| 6 | ledger_count | INTEGER | YES | | 计费时长（秒，与主表 income_seconds 类似） | +| 7 | member_discount_amount | NUMERIC(10,2) | YES | | 会员折扣金额 | +| 8 | manual_discount_amount | NUMERIC(10,2) | YES | | 手动折扣金额 | +| 9 | service_money | NUMERIC(10,2) | YES | | 服务费金额 | +| 10 | returns_clock | INTEGER | YES | | 退时长（当前数据全为 0） | +| 11 | ledger_start_time | TIMESTAMPTZ | YES | | 账本开始时间 | +| 12 | ledger_end_time | TIMESTAMPTZ | YES | | 账本结束时间 | +| 13 | ledger_status | INTEGER | YES | | 账本状态。**枚举值**: 1(5003)=已结算 | +| 14 | is_confirm | INTEGER | YES | | 是否确认。**枚举值**: 2(5003)=**[待确认]** | +| 15 | is_single_order | INTEGER | YES | | 是否独立订单。**枚举值**: 1(5003)=是 | +| 16 | is_not_responding | INTEGER | YES | | 无响应。**枚举值**: 0(5003)=正常 | +| 17 | is_trash | INTEGER | YES | | 是否废单。**枚举值**: 0(5003)=正常 | +| 18 | trash_applicant_id | BIGINT | YES | | 废单申请人 ID（当前数据全为 0） | +| 19 | trash_applicant_name | VARCHAR(64) | YES | | 废单申请人姓名（当前数据全为空） | +| 20 | trash_reason | VARCHAR(255) | YES | | 废单原因（当前数据全为空） | +| 21 | salesman_user_id | BIGINT | YES | | 销售员用户 ID（当前数据全为 0） | +| 22 | salesman_name | VARCHAR(64) | YES | | 销售员姓名（当前数据全为空） | +| 23 | salesman_org_id | BIGINT | YES | | 销售员组织 ID（当前数据全为 0） | +| 24 | skill_grade | INTEGER | YES | | 技能评分（当前数据全为 0） | +| 25 | service_grade | INTEGER | YES | | 服务评分（当前数据全为 0） | +| 26 | composite_grade | NUMERIC(5,2) | YES | | 综合评分 | +| 27 | sum_grade | NUMERIC(10,2) | YES | | 累计评分 | +| 28 | get_grade_times | INTEGER | YES | | 评分次数（当前数据全为 0） | +| 29 | grade_status | INTEGER | YES | | 评分状态。**枚举值**: 0(216)=未评分, 1(4787)=已评分 **[待确认]** | +| 30 | composite_grade_time | TIMESTAMPTZ | YES | | 评分时间 | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT m.nickname, m.ledger_amount, e.table_name, e.assistant_name, e.grade_status +FROM billiards_dwd.dwd_assistant_service_log m +JOIN billiards_dwd.dwd_assistant_service_log_ex e + ON m.assistant_service_id = e.assistant_service_id +WHERE m.is_delete = 0; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_assistant_trash_event_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_assistant_trash_event_ex.md new file mode 100644 index 0000000..fb0db73 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_assistant_trash_event_ex.md @@ -0,0 +1,49 @@ +# dwd_assistant_trash_event_ex 助教服务作废扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_assistant_trash_event_ex | +| 主键 | assistant_trash_event_id | +| 主表 | dwd_assistant_trash_event | +| 记录数 | 98 | +| 说明 | 助教服务作废扩展表，记录台桌和台区名称 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | assistant_trash_event_id | BIGINT | NO | PK | 作废事件 ID → dwd_assistant_trash_event | +| 2 | table_name | VARCHAR(64) | YES | | 台桌名称。**热门值**: "888"(14), "发财"(8), "C1"(7), "M7"(6) | +| 3 | table_area_name | VARCHAR(64) | YES | | 台区名称。**枚举值**: "C区"(16), "K包"(14), "A区"(11), "发财"(8), "B区"(7), "麻将房"(7), "补时长"(7), "VIP包厢"(6) | + +## 台区作废分布 + +| 台区名称 | 作废次数 | 占比 | +|----------|----------|------| +| C区 | 16 | 16.3% | +| K包 | 14 | 14.3% | +| A区 | 11 | 11.2% | +| 发财 | 8 | 8.2% | +| B区 | 7 | 7.1% | +| 麻将房 | 7 | 7.1% | +| 补时长 | 7 | 7.1% | +| VIP包厢 | 6 | 6.1% | + +## 样本数据 + +| table_name | table_area_name | +|------------|-----------------| +| C1 | C区 | +| 补时长5 | 补时长 | +| VIP1 | VIP包厢 | +| 888 | K包 | + +## 使用说明 + +与主表 `dwd_assistant_trash_event` 通过 `assistant_trash_event_id` 关联，提供台桌和台区名称信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_groupbuy_redemption_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_groupbuy_redemption_ex.md new file mode 100644 index 0000000..3115093 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_groupbuy_redemption_ex.md @@ -0,0 +1,62 @@ +# dwd_groupbuy_redemption_ex 团购核销扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_groupbuy_redemption_ex | +| 主键 | redemption_id | +| 主表 | dwd_groupbuy_redemption | +| 记录数 | 11427 | +| 说明 | 团购核销扩展表，记录门店、台桌名称、操作员等扩展信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | redemption_id | BIGINT | NO | PK | 核销 ID → dwd_groupbuy_redemption | +| 2 | site_name | VARCHAR(64) | YES | | 门店名称。**枚举值**: "朗朗桌球"(11427) | +| 3 | table_name | VARCHAR(64) | YES | | 台桌名称。**热门值**: "A3"(892), "A4"(858), "A5"(835), "A7"(774) | +| 4 | table_area_name | VARCHAR(64) | YES | | 台区名称。**枚举值**: "A区"(9294), "B区"(998), "斯诺克区"(962), "麻将房"(137) | +| 5 | order_pay_id | BIGINT | YES | | 支付单 ID（当前数据全为 0） | +| 6 | goods_option_price | NUMERIC(18,2) | YES | | 商品选项价格 | +| 7 | goods_promotion_money | NUMERIC(18,2) | YES | | 商品促销金额 | +| 8 | table_service_promotion_money | NUMERIC(18,2) | YES | | 台服促销金额 | +| 9 | assistant_promotion_money | NUMERIC(18,2) | YES | | 助教促销金额 | +| 10 | assistant_service_promotion_money | NUMERIC(18,2) | YES | | 助教服务促销金额 | +| 11 | reward_promotion_money | NUMERIC(18,2) | YES | | 奖励促销金额 | +| 12 | recharge_promotion_money | NUMERIC(18,2) | YES | | 充值促销金额 | +| 13 | offer_type | INTEGER | YES | | 优惠类型。**枚举值**: 1(11427) | +| 14 | ledger_status | INTEGER | YES | | 账本状态。**枚举值**: 1(11427)=已结算 | +| 15 | operator_id | BIGINT | YES | | 操作员 ID | +| 16 | operator_name | VARCHAR(64) | YES | | 操作员名称。**枚举值**: "收银员:郑丽珊"(11426), "收银员:郑丽珍"(1) | +| 17 | salesman_user_id | BIGINT | YES | | 销售员用户 ID（当前数据全为 0） | +| 18 | salesman_name | VARCHAR(64) | YES | | 销售员名称（当前数据全为 NULL） | +| 19 | salesman_role_id | BIGINT | YES | | 销售员角色 ID（当前数据全为 0） | +| 20 | salesman_org_id | BIGINT | YES | | 销售员组织 ID（当前数据全为 0） | +| 21 | ledger_group_name | VARCHAR(128) | YES | | 账本分组名称（当前数据全为 NULL） | + +## 台区核销分布 + +| 台区名称 | 核销数量 | 占比 | +|----------|----------|------| +| A区 | 9294 | 81.3% | +| B区 | 998 | 8.7% | +| 斯诺克区 | 962 | 8.4% | +| 麻将房 | 137 | 1.2% | + +## 样本数据 + +| table_name | table_area_name | operator_name | ledger_status | +|------------|-----------------|---------------|---------------| +| A17 | A区 | 收银员:郑丽珊 | 1 | +| A4 | A区 | 收银员:郑丽珊 | 1 | +| B5 | B区 | 收银员:郑丽珊 | 1 | + +## 使用说明 + +与主表 `dwd_groupbuy_redemption` 通过 `redemption_id` 关联，提供门店、台桌名称、操作员等扩展信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_member_balance_change_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_member_balance_change_ex.md new file mode 100644 index 0000000..5ffc86b --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_member_balance_change_ex.md @@ -0,0 +1,49 @@ +# dwd_member_balance_change_ex 会员余额变动扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_member_balance_change_ex | +| 主键 | balance_change_id | +| 主表 | dwd_member_balance_change | +| 记录数 | 4745 | +| 说明 | 会员余额变动扩展表，记录操作员和门店名称等扩展信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | balance_change_id | BIGINT | NO | PK | 变动流水 ID → dwd_member_balance_change | +| 2 | pay_site_name | VARCHAR(64) | YES | | 支付门店名称。**枚举值**: "朗朗桌球"(4720) | +| 3 | register_site_name | VARCHAR(64) | YES | | 注册门店名称。**枚举值**: "朗朗桌球"(4745) | +| 4 | refund_amount | NUMERIC(18,2) | YES | | 退款金额 | +| 5 | operator_id | BIGINT | YES | | 操作员 ID | +| 6 | operator_name | VARCHAR(64) | YES | | 操作员名称。**枚举值**: "收银员:郑丽珊"(4101), "店长:郑丽珊"(223), "管理员：郑丽珊"(153), "店长:蒋雨轩"(124), "店长:谢晓洪"(115), "店长:黄月柳"(29) | + +## 操作员分布 + +| 操作员名称 | 操作次数 | 占比 | +|------------|----------|------| +| 收银员:郑丽珊 | 4101 | 86.4% | +| 店长:郑丽珊 | 223 | 4.7% | +| 管理员：郑丽珊 | 153 | 3.2% | +| 店长:蒋雨轩 | 124 | 2.6% | +| 店长:谢晓洪 | 115 | 2.4% | +| 店长:黄月柳 | 29 | 0.6% | + +## 样本数据 + +| pay_site_name | register_site_name | operator_name | refund_amount | +|---------------|--------------------|---------------|---------------| +| 朗朗桌球 | 朗朗桌球 | 收银员:郑丽珊 | 0.00 | +| 朗朗桌球 | 朗朗桌球 | 收银员:郑丽珊 | 0.00 | +| 朗朗桌球 | 朗朗桌球 | 收银员:郑丽珊 | 0.00 | + +## 使用说明 + +与主表 `dwd_member_balance_change` 通过 `balance_change_id` 关联，提供操作员和门店名称等扩展信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_platform_coupon_redemption_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_platform_coupon_redemption_ex.md new file mode 100644 index 0000000..18bedac --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_platform_coupon_redemption_ex.md @@ -0,0 +1,47 @@ +# dwd_platform_coupon_redemption_ex 平台券核销扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_platform_coupon_redemption_ex | +| 主键 | platform_coupon_redemption_id | +| 主表 | dwd_platform_coupon_redemption | +| 记录数 | 16977 | +| 说明 | 平台券核销扩展表，记录券封面、备注、操作员等扩展信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | platform_coupon_redemption_id | BIGINT | NO | PK | 核销 ID → dwd_platform_coupon_redemption | +| 2 | coupon_cover | VARCHAR(255) | YES | | 券封面图片 URL（当前数据全为 NULL） | +| 3 | coupon_remark | VARCHAR(255) | YES | | 券备注（抖音券有核验信息） | +| 4 | groupon_type | INTEGER | YES | | 团购类型。**枚举值**: 1(16977)=**[待确认]** | +| 5 | operator_id | BIGINT | YES | | 操作员 ID | +| 6 | operator_name | VARCHAR(50) | YES | | 操作员名称。**枚举值**: "收银员:郑丽珊"(16968), "店长:郑丽珊"(8), "收银员:郑丽珍"(1) | + +## 操作员分布 + +| 操作员名称 | 核销数量 | 占比 | +|------------|----------|------| +| 收银员:郑丽珊 | 16968 | 99.9% | +| 店长:郑丽珊 | 8 | <0.1% | +| 收银员:郑丽珍 | 1 | <0.1% | + +## 样本数据 + +| groupon_type | operator_name | coupon_cover | coupon_remark | +|--------------|---------------|--------------|---------------| +| 1 | 收银员:郑丽珊 | NULL | NULL | +| 1 | 收银员:郑丽珊 | NULL | NULL | + +## 使用说明 + +与主表 `dwd_platform_coupon_redemption` 通过 `platform_coupon_redemption_id` 关联，提供操作员等扩展信息。 + +**注意**: `coupon_remark` 字段在抖音渠道的核销记录中包含核验信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_recharge_order_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_recharge_order_ex.md new file mode 100644 index 0000000..c3acd3d --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_recharge_order_ex.md @@ -0,0 +1,69 @@ +# dwd_recharge_order_ex 充值订单扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_recharge_order_ex | +| 主键 | recharge_order_id | +| 主表 | dwd_recharge_order | +| 记录数 | 455 | +| 说明 | 充值订单扩展表，记录操作员、各类金额明细等扩展信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | recharge_order_id | BIGINT | NO | PK | 充值订单 ID → dwd_recharge_order | +| 2 | site_name_snapshot | TEXT | YES | | 门店名称快照。**枚举值**: "朗朗桌球"(374) | +| 3 | settle_status | INTEGER | YES | | 结算状态。**枚举值**: 2(455)=已结算 | +| 4 | is_bind_member | BOOLEAN | YES | | 是否绑定会员。**枚举值**: False(455) | +| 5 | is_activity | BOOLEAN | YES | | 是否活动。**枚举值**: False(455) | +| 6 | is_use_coupon | BOOLEAN | YES | | 是否使用优惠券。**枚举值**: False(455) | +| 7 | is_use_discount | BOOLEAN | YES | | 是否使用折扣。**枚举值**: False(455) | +| 8 | can_be_revoked | BOOLEAN | YES | | 是否可撤销。**枚举值**: False(455) | +| 9 | online_amount | NUMERIC(18,2) | YES | | 在线支付金额 | +| 10 | balance_amount | NUMERIC(18,2) | YES | | 余额支付金额 | +| 11 | card_amount | NUMERIC(18,2) | YES | | 卡支付金额 | +| 12 | coupon_amount | NUMERIC(18,2) | YES | | 优惠券金额 | +| 13 | recharge_card_amount | NUMERIC(18,2) | YES | | 充值卡金额 | +| 14 | gift_card_amount | NUMERIC(18,2) | YES | | 礼品卡金额 | +| 15 | prepay_money | NUMERIC(18,2) | YES | | 预付金额 | +| 16 | consume_money | NUMERIC(18,2) | YES | | 消费金额 | +| 17 | goods_money | NUMERIC(18,2) | YES | | 商品金额 | +| 18 | real_goods_money | NUMERIC(18,2) | YES | | 实收商品金额 | +| 19 | table_charge_money | NUMERIC(18,2) | YES | | 台费金额 | +| 20 | service_money | NUMERIC(18,2) | YES | | 服务费金额 | +| 21 | activity_discount | NUMERIC(18,2) | YES | | 活动折扣金额 | +| 22 | all_coupon_discount | NUMERIC(18,2) | YES | | 优惠券折扣总额 | +| 23 | goods_promotion_money | NUMERIC(18,2) | YES | | 商品促销金额 | +| 24 | assistant_promotion_money | NUMERIC(18,2) | YES | | 助教促销金额 | +| 25 | assistant_pd_money | NUMERIC(18,2) | YES | | 助教陪打金额 | +| 26 | assistant_cx_money | NUMERIC(18,2) | YES | | 助教培训金额 | +| 27 | assistant_manual_discount | NUMERIC(18,2) | YES | | 助教手动折扣 | +| 28 | coupon_sale_amount | NUMERIC(18,2) | YES | | 优惠券销售金额 | +| 29 | member_discount_amount | NUMERIC(18,2) | YES | | 会员折扣金额 | +| 30 | point_discount_price | NUMERIC(18,2) | YES | | 积分抵扣金额 | +| 31 | point_discount_cost | NUMERIC(18,2) | YES | | 积分抵扣成本 | +| 32 | adjust_amount | NUMERIC(18,2) | YES | | 调整金额 | +| 33 | rounding_amount | NUMERIC(18,2) | YES | | 取整金额 | +| 34 | operator_id | BIGINT | YES | | 操作员 ID | +| 35 | operator_name_snapshot | TEXT | YES | | 操作员名称快照。**枚举值**: "收银员:郑丽珊"(455) | +| 36 | salesman_user_id | BIGINT | YES | | 销售员用户 ID（当前全为 0） | +| 37 | salesman_name | TEXT | YES | | 销售员名称（当前全为 NULL） | +| 38 | order_remark | TEXT | YES | | 订单备注（当前全为 NULL） | +| 39 | table_id | INTEGER | YES | | 台桌 ID（当前全为 0） | +| 40 | serial_number | INTEGER | YES | | 序列号（当前全为 0） | +| 41 | revoke_order_id | BIGINT | YES | | 撤销订单 ID（当前全为 0） | +| 42 | revoke_order_name | TEXT | YES | | 撤销订单名称（当前全为 NULL） | +| 43 | revoke_time | TIMESTAMPTZ | YES | | 撤销时间 | + +## 使用说明 + +与主表 `dwd_recharge_order` 通过 `recharge_order_id` 关联，提供操作员、各类金额明细等扩展信息。 + +**注意**: 样本数据获取时因日期解析错误未能获取。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_refund_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_refund_ex.md new file mode 100644 index 0000000..6af3ddf --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_refund_ex.md @@ -0,0 +1,51 @@ +# dwd_refund_ex 退款流水扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_refund_ex | +| 主键 | refund_id | +| 主表 | dwd_refund | +| 记录数 | 45 | +| 说明 | 退款流水扩展表，记录退款的详细状态和渠道信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | refund_id | BIGINT | NO | PK | 退款流水 ID → dwd_refund | +| 2 | tenant_name | VARCHAR(64) | YES | | 租户名称。**枚举值**: "朗朗桌球"(45) | +| 3 | pay_sn | BIGINT | YES | | 支付序列号（当前全为 0） | +| 4 | refund_amount | NUMERIC(18,2) | YES | | 退款金额（冗余） | +| 5 | round_amount | NUMERIC(18,2) | YES | | 取整金额 | +| 6 | balance_frozen_amount | NUMERIC(18,2) | YES | | 余额冻结金额 | +| 7 | card_frozen_amount | NUMERIC(18,2) | YES | | 卡冻结金额 | +| 8 | pay_status | INTEGER | YES | | 支付状态。**枚举值**: 2(45)=已退款 | +| 9 | action_type | INTEGER | YES | | 操作类型。**枚举值**: 2(45)=退款 | +| 10 | is_revoke | INTEGER | YES | | 是否撤销。**枚举值**: 0(45)=否 | +| 11 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0(45)=未删除 | +| 12 | check_status | INTEGER | YES | | 审核状态。**枚举值**: 1(45)=已审核 | +| 13 | online_pay_channel | INTEGER | YES | | 在线支付渠道（当前全为 0） | +| 14 | online_pay_type | INTEGER | YES | | 在线支付类型（当前全为 0） | +| 15 | pay_terminal | INTEGER | YES | | 支付终端。**枚举值**: 1(45)=POS | +| 16 | pay_config_id | INTEGER | YES | | 支付配置 ID（当前全为 0） | +| 17 | cashier_point_id | INTEGER | YES | | 收银点 ID（当前全为 0） | +| 18 | operator_id | BIGINT | YES | | 操作员 ID（当前全为 0） | +| 19 | channel_payer_id | VARCHAR(128) | YES | | 渠道支付者 ID（当前全为 NULL） | +| 20 | channel_pay_no | VARCHAR(128) | YES | | 渠道支付号（当前全为 NULL） | + +## 样本数据 + +| tenant_name | pay_status | action_type | check_status | +|-------------|------------|-------------|--------------| +| 朗朗桌球 | 2 | 2 | 1 | +| 朗朗桌球 | 2 | 2 | 1 | + +## 使用说明 + +与主表 `dwd_refund` 通过 `refund_id` 关联，提供退款状态和渠道等扩展信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_settlement_head_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_settlement_head_ex.md new file mode 100644 index 0000000..ef85415 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_settlement_head_ex.md @@ -0,0 +1,69 @@ +# dwd_settlement_head_ex 结账头表扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_settlement_head_ex | +| 主键 | order_settle_id | +| 主表 | dwd_settlement_head | +| 记录数 | 23366 | +| 说明 | 结账单扩展表，包含支付明细、撤销信息、操作员、活动标记等详细信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | order_settle_id | BIGINT | NO | PK | 结账单 ID → dwd_settlement_head | +| 2 | serial_number | INTEGER | YES | | 流水号（当前数据全为 0） | +| 3 | settle_status | INTEGER | YES | | 结账状态。**枚举值**: 2(23366)=已完成 **[待确认]** | +| 4 | can_be_revoked | BOOLEAN | YES | | 可否撤销。**枚举值**: False(23366)=不可撤销 | +| 5 | revoke_order_name | VARCHAR(100) | YES | | 撤销订单名称（当前数据全为空） | +| 6 | revoke_time | TIMESTAMPTZ | YES | | 撤销时间 | +| 7 | is_first_order | BOOLEAN | YES | | 是否首单。**枚举值**: False(23366)=否 | +| 8 | service_money | NUMERIC(18,2) | YES | | 服务费金额 | +| 9 | cash_amount | NUMERIC(18,2) | YES | | 现金支付金额 | +| 10 | card_amount | NUMERIC(18,2) | YES | | 刷卡支付金额 | +| 11 | online_amount | NUMERIC(18,2) | YES | | 在线支付金额 | +| 12 | refund_amount | NUMERIC(18,2) | YES | | 退款金额 | +| 13 | prepay_money | NUMERIC(18,2) | YES | | 预付金额 | +| 14 | payment_method | INTEGER | YES | | 支付方式（当前数据全为 0） | +| 15 | coupon_sale_amount | NUMERIC(18,2) | YES | | 券销售金额 | +| 16 | all_coupon_discount | NUMERIC(18,2) | YES | | 全部券折扣 | +| 17 | goods_promotion_money | NUMERIC(18,2) | YES | | 商品促销金额 | +| 18 | assistant_promotion_money | NUMERIC(18,2) | YES | | 助教促销金额 | +| 19 | activity_discount | NUMERIC(18,2) | YES | | 活动折扣 | +| 20 | assistant_manual_discount | NUMERIC(18,2) | YES | | 助教手动折扣 | +| 21 | point_discount_price | NUMERIC(18,2) | YES | | 积分抵扣金额 | +| 22 | point_discount_cost | NUMERIC(18,2) | YES | | 积分抵扣成本 | +| 23 | is_use_coupon | BOOLEAN | YES | | 是否使用优惠券。**枚举值**: False(23366)=否 | +| 24 | is_use_discount | BOOLEAN | YES | | 是否使用折扣。**枚举值**: False(23366)=否 | +| 25 | is_activity | BOOLEAN | YES | | 是否活动订单。**枚举值**: False(23366)=否 | +| 26 | operator_name | VARCHAR(100) | YES | | 操作员姓名。**枚举值**: "收银员:郑丽珊"(23361), "收银员:郑丽珍"(2), "教练:周蒙"(2), "店长:郑丽珊"(1) | +| 27 | salesman_name | VARCHAR(100) | YES | | 销售员姓名（当前数据全为空） | +| 28 | order_remark | VARCHAR(255) | YES | | 订单备注。**样本值**: "五折"(42), "轩哥"(24), "陈德韩"(7), "免台费"(3) | +| 29 | operator_id | BIGINT | YES | | 操作员 ID | +| 30 | salesman_user_id | BIGINT | YES | | 销售员用户 ID（当前数据全为 0） | + +## 使用说明 + +```sql +-- 关联主表与扩展表 +SELECT + m.settle_name, m.consume_money, m.pay_amount, + e.operator_name, e.order_remark, e.settle_status +FROM billiards_dwd.dwd_settlement_head m +JOIN billiards_dwd.dwd_settlement_head_ex e + ON m.order_settle_id = e.order_settle_id; + +-- 统计备注订单 +SELECT order_remark, COUNT(*) +FROM billiards_dwd.dwd_settlement_head_ex +WHERE order_remark IS NOT NULL +GROUP BY order_remark +ORDER BY COUNT(*) DESC; +``` diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_store_goods_sale_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_store_goods_sale_ex.md new file mode 100644 index 0000000..9fc6cb8 --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_store_goods_sale_ex.md @@ -0,0 +1,59 @@ +# dwd_store_goods_sale_ex 商品销售扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_store_goods_sale_ex | +| 主键 | store_goods_sale_id | +| 主表 | dwd_store_goods_sale | +| 记录数 | 17563 | +| 说明 | 商品销售扩展表，记录销售详情、折扣优惠等扩展信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | store_goods_sale_id | BIGINT | NO | PK | 销售流水 ID → dwd_store_goods_sale | +| 2 | legacy_order_goods_id | BIGINT | YES | | 旧系统订单商品 ID（当前全为 0） | +| 3 | site_name | TEXT | YES | | 门店名称。**枚举值**: "朗朗桌球"(17563) | +| 4 | legacy_site_id | BIGINT | YES | | 旧系统门店 ID | +| 5 | goods_remark | TEXT | YES | | 商品备注。**热门备注**: "哇哈哈矿泉水", "东方树叶", "可乐", "一次性手套", "地道肠" | +| 6 | option_value_name | TEXT | YES | | 选项值名称（当前全为 NULL） | +| 7 | operator_name | TEXT | YES | | 操作员名称。**枚举值**: "收银员:郑丽珊"(17562), "收银员:郑丽珍"(1) | +| 8 | open_salesman_flag | INTEGER | YES | | 开启销售员标记。**枚举值**: 2(17563)=否 | +| 9 | salesman_user_id | BIGINT | YES | | 销售员用户 ID（当前全为 0） | +| 10 | salesman_name | TEXT | YES | | 销售员名称（当前全为 NULL） | +| 11 | salesman_role_id | BIGINT | YES | | 销售员角色 ID（当前全为 0） | +| 12 | salesman_org_id | BIGINT | YES | | 销售员组织 ID（当前全为 0） | +| 13 | discount_money | NUMERIC(18,2) | YES | | 折扣金额 | +| 14 | returns_number | INTEGER | YES | | 退货数量（当前全为 0） | +| 15 | coupon_deduct_money | NUMERIC(18,2) | YES | | 优惠券抵扣金额 | +| 16 | member_discount_amount | NUMERIC(18,2) | YES | | 会员折扣金额 | +| 17 | point_discount_money | NUMERIC(18,2) | YES | | 积分抵扣金额 | +| 18 | point_discount_money_cost | NUMERIC(18,2) | YES | | 积分抵扣成本 | +| 19 | package_coupon_id | BIGINT | YES | | 套餐券 ID（当前全为 0） | +| 20 | order_coupon_id | BIGINT | YES | | 订单券 ID（当前全为 0） | +| 21 | member_coupon_id | BIGINT | YES | | 会员券 ID（当前全为 0） | +| 22 | option_price | NUMERIC(18,2) | YES | | 选项价格 | +| 23 | option_member_discount_money | NUMERIC(18,2) | YES | | 选项会员折扣金额 | +| 24 | option_coupon_deduct_money | NUMERIC(18,2) | YES | | 选项券抵扣金额 | +| 25 | push_money | NUMERIC(18,2) | YES | | 推手金额 | +| 26 | is_single_order | INTEGER | YES | | 是否独立订单。**枚举值**: 1(17563)=是 | +| 27 | sales_type | INTEGER | YES | | 销售类型。**枚举值**: 1(17563)=普通销售 | +| 28 | operator_id | BIGINT | YES | | 操作员 ID | + +## 样本数据 + +| site_name | goods_remark | operator_name | discount_money | +|-----------|--------------|---------------|----------------| +| 朗朗桌球 | 鸡翅三个一份 | 收银员:郑丽珊 | 0.00 | +| 朗朗桌球 | NULL | 收银员:郑丽珊 | 0.00 | + +## 使用说明 + +与主表 `dwd_store_goods_sale` 通过 `store_goods_sale_id` 关联，提供销售详情、折扣优惠等扩展信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_table_fee_adjust_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_table_fee_adjust_ex.md new file mode 100644 index 0000000..bcd38ac --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_table_fee_adjust_ex.md @@ -0,0 +1,39 @@ +# dwd_table_fee_adjust_ex 台费调整扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_table_fee_adjust_ex | +| 主键 | table_fee_adjust_id | +| 主表 | dwd_table_fee_adjust | +| 记录数 | 2849 | +| 说明 | 台费调整扩展表，记录调整类型、申请人、操作员等信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | table_fee_adjust_id | BIGINT | NO | PK | 台费调整 ID → dwd_table_fee_adjust | +| 2 | adjust_type | INTEGER | YES | | 调整类型。**枚举值**: 1(2849)=**[待确认]** | +| 3 | ledger_count | INTEGER | YES | | 账本数量。**枚举值**: 1(2849) | +| 4 | ledger_name | VARCHAR(128) | YES | | 账本名称（当前数据全为 NULL） | +| 5 | applicant_name | VARCHAR(64) | YES | | 申请人名称。**枚举值**: "收银员:郑丽珊"(2849) | +| 6 | operator_name | VARCHAR(64) | YES | | 操作员名称。**枚举值**: "收银员:郑丽珊"(2849) | +| 7 | applicant_id | BIGINT | YES | | 申请人 ID | +| 8 | operator_id | BIGINT | YES | | 操作员 ID | + +## 样本数据 + +| adjust_type | applicant_name | operator_name | +|-------------|----------------|---------------| +| 1 | 收银员:郑丽珊 | 收银员:郑丽珊 | +| 1 | 收银员:郑丽珊 | 收银员:郑丽珊 | + +## 使用说明 + +与主表 `dwd_table_fee_adjust` 通过 `table_fee_adjust_id` 关联，提供调整类型、申请人、操作员等扩展信息。 diff --git a/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_table_fee_log_ex.md b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_table_fee_log_ex.md new file mode 100644 index 0000000..343a82f --- /dev/null +++ b/etl_billiards/docs/bd_manual/Ex/BD_manual_dwd_table_fee_log_ex.md @@ -0,0 +1,44 @@ +# dwd_table_fee_log_ex 台费流水扩展表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_table_fee_log_ex | +| 主键 | table_fee_log_id | +| 主表 | dwd_table_fee_log | +| 记录数 | 18386 | +| 说明 | 台费流水扩展表，记录操作员、销售员、时间等扩展信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | table_fee_log_id | BIGINT | NO | PK | 台费流水 ID → dwd_table_fee_log | +| 2 | operator_name | VARCHAR(64) | YES | | 操作员名称。**枚举值**: "收银员:郑丽珊"(18382), "收银员:郑丽珍"(2), "店长:郑丽珊"(1), "教练:周蒙"(1) | +| 3 | salesman_name | VARCHAR(64) | YES | | 销售员名称（当前数据全为 NULL） | +| 4 | used_card_amount | NUMERIC(18,2) | YES | | 使用卡金额（当前数据全为 0） | +| 5 | service_money | NUMERIC(18,2) | YES | | 服务费金额（当前数据全为 0） | +| 6 | mgmt_fee | NUMERIC(18,2) | YES | | 管理费金额（当前数据全为 0） | +| 7 | fee_total | NUMERIC(18,2) | YES | | 费用合计（当前数据全为 0） | +| 8 | ledger_start_time | TIMESTAMPTZ | YES | | 账本开始时间 | +| 9 | last_use_time | TIMESTAMPTZ | YES | | 最后使用时间 | +| 10 | operator_id | BIGINT | YES | | 操作员 ID。**枚举值**: 3个不同ID | +| 11 | salesman_user_id | BIGINT | YES | | 销售员用户 ID（当前数据全为 0） | +| 12 | salesman_org_id | BIGINT | YES | | 销售员组织 ID（当前数据全为 0） | + +## 样本数据 + +| operator_name | ledger_start_time | last_use_time | +|---------------|-------------------|---------------| +| 收银员:郑丽珊 | 2025-11-09 22:28:57 | 2025-11-09 23:28:57 | +| 收银员:郑丽珊 | 2025-11-09 21:34:27 | 2025-11-09 23:34:27 | +| 收银员:郑丽珊 | 2025-11-09 22:32:55 | 2025-11-09 23:32:55 | + +## 使用说明 + +与主表 `dwd_table_fee_log` 通过 `table_fee_log_id` 关联，提供操作员和时间相关的扩展信息。 diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_billiards_dwd.md b/etl_billiards/docs/bd_manual/main/BD_manual_billiards_dwd.md new file mode 100644 index 0000000..ee6cc18 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_billiards_dwd.md @@ -0,0 +1,118 @@ +# billiards_dwd Schema 数据字典 + +> 生成时间：2026-01-28 +> 数据来源：数据库实时查询 + 500行样本数据分析 +> 不确定内容已使用 **[待确认]** 标记 + +## 概述 + +`billiards_dwd` 是台球门店数据仓库的明细层(DWD)，包含维度表(DIM)和事实表(DWD)。本 Schema 基于 SCD2 缓慢变化维度设计，支持历史数据追溯。 + +--- + +## 维度表 (Dimension Tables) + +| 序号 | 表名 | 说明 | 主键 | 扩展表 | 文档链接 | +|------|------|------|------|--------|----------| +| 1 | dim_assistant | 助教信息 | assistant_id | dim_assistant_ex | [主表](BD_manual_dim_assistant.md) / [扩展表](BD_manual_dim_assistant_ex.md) | +| 2 | dim_goods_category | 商品分类 | goods_category_id | 无 | [主表](BD_manual_dim_goods_category.md) | +| 3 | dim_groupbuy_package | 团购套餐 | groupbuy_package_id | dim_groupbuy_package_ex | [主表](BD_manual_dim_groupbuy_package.md) / [扩展表](BD_manual_dim_groupbuy_package_ex.md) | +| 4 | dim_member | 会员信息 | member_id | dim_member_ex | [主表](BD_manual_dim_member.md) / [扩展表](BD_manual_dim_member_ex.md) | +| 5 | dim_member_card_account | 会员卡账户 | member_card_account_id | dim_member_card_account_ex | [主表](BD_manual_dim_member_card_account.md) / [扩展表](BD_manual_dim_member_card_account_ex.md) | +| 6 | dim_site | 门店信息 | site_id | dim_site_ex | [主表](BD_manual_dim_site.md) / [扩展表](BD_manual_dim_site_ex.md) | +| 7 | dim_store_goods | 门店商品 | store_goods_id | dim_store_goods_ex | [主表](BD_manual_dim_store_goods.md) / [扩展表](BD_manual_dim_store_goods_ex.md) | +| 8 | dim_table | 台桌信息 | table_id | dim_table_ex | [主表](BD_manual_dim_table.md) / [扩展表](BD_manual_dim_table_ex.md) | +| 9 | dim_tenant_goods | 租户商品 | tenant_goods_id | dim_tenant_goods_ex | [主表](BD_manual_dim_tenant_goods.md) / [扩展表](BD_manual_dim_tenant_goods_ex.md) | + +--- + +## 事实表 (Fact Tables) + +| 序号 | 表名 | 说明 | 主键 | 扩展表 | 文档链接 | +|------|------|------|------|--------|----------| +| 1 | dwd_assistant_service_log | 助教服务流水 | assistant_service_log_id | dwd_assistant_service_log_ex | [主表](BD_manual_dwd_assistant_service_log.md) / [扩展表](BD_manual_dwd_assistant_service_log_ex.md) | +| 2 | dwd_assistant_trash_event | 助教服务作废 | assistant_trash_event_id | dwd_assistant_trash_event_ex | [主表](BD_manual_dwd_assistant_trash_event.md) / [扩展表](BD_manual_dwd_assistant_trash_event_ex.md) | +| 3 | dwd_groupbuy_redemption | 团购券核销 | redemption_id | dwd_groupbuy_redemption_ex | [主表](BD_manual_dwd_groupbuy_redemption.md) / [扩展表](BD_manual_dwd_groupbuy_redemption_ex.md) | +| 4 | dwd_member_balance_change | 会员余额变动 | balance_change_id | dwd_member_balance_change_ex | [主表](BD_manual_dwd_member_balance_change.md) / [扩展表](BD_manual_dwd_member_balance_change_ex.md) | +| 5 | dwd_payment | 支付流水 | payment_id | 无 | [主表](BD_manual_dwd_payment.md) | +| 6 | dwd_platform_coupon_redemption | 平台券核销 | platform_coupon_redemption_id | dwd_platform_coupon_redemption_ex | [主表](BD_manual_dwd_platform_coupon_redemption.md) / [扩展表](BD_manual_dwd_platform_coupon_redemption_ex.md) | +| 7 | dwd_recharge_order | 充值订单 | recharge_order_id | dwd_recharge_order_ex | [主表](BD_manual_dwd_recharge_order.md) / [扩展表](BD_manual_dwd_recharge_order_ex.md) | +| 8 | dwd_refund | 退款流水 | refund_id | dwd_refund_ex | [主表](BD_manual_dwd_refund.md) / [扩展表](BD_manual_dwd_refund_ex.md) | +| 9 | dwd_settlement_head | 结账单 | settlement_head_id | dwd_settlement_head_ex | [主表](BD_manual_dwd_settlement_head.md) / [扩展表](BD_manual_dwd_settlement_head_ex.md) | +| 10 | dwd_store_goods_sale | 商品销售流水 | store_goods_sale_id | dwd_store_goods_sale_ex | [主表](BD_manual_dwd_store_goods_sale.md) / [扩展表](BD_manual_dwd_store_goods_sale_ex.md) | +| 11 | dwd_table_fee_adjust | 台费调整 | table_fee_adjust_id | dwd_table_fee_adjust_ex | [主表](BD_manual_dwd_table_fee_adjust.md) / [扩展表](BD_manual_dwd_table_fee_adjust_ex.md) | +| 12 | dwd_table_fee_log | 台费计费流水 | table_fee_log_id | dwd_table_fee_log_ex | [主表](BD_manual_dwd_table_fee_log.md) / [扩展表](BD_manual_dwd_table_fee_log_ex.md) | + +--- + +## SCD2 公共字段 + +所有维度表都实现了 SCD2（缓慢变化维度类型2），包含以下公共字段： + +| 字段名 | 类型 | 说明 | +|--------|------|------| +| scd2_start_time | TIMESTAMPTZ | 版本生效开始时间 | +| scd2_end_time | TIMESTAMPTZ | 版本生效结束时间（NULL 或 9999-12-31 表示当前有效） | +| scd2_is_current | INTEGER | 是否当前版本（1=是, 0=否） | +| scd2_version | INTEGER | 版本号 | + +--- + +## 常见 ID 关联说明 + +| ID 字段 | 关联表 | 说明 | +|---------|--------|------| +| tenant_id | - | 租户 ID，标识所属租户 | +| site_id | dim_site | 门店 ID | +| member_id | dim_member | 会员 ID（0=散客） | +| tenant_member_card_id | dim_member_card_account | 会员卡账户 ID | +| assistant_id | dim_assistant | 助教 ID | +| table_id / site_table_id | dim_table | 台桌 ID | +| tenant_goods_id | dim_tenant_goods | 租户商品 ID | +| site_goods_id | dim_store_goods | 门店商品 ID | +| order_settle_id | dwd_settlement_head | 结账单 ID | + +--- + +## 表设计模式 + +### 主表 + 扩展表模式 + +大部分表采用"主表 + 扩展表"的设计模式： +- **主表**：包含核心业务字段（如金额、状态、关键 ID） +- **扩展表**：包含附属信息（如操作员、门店名称快照、各类详细字段） +- 两表通过主键一对一关联 + +### 枚举值说明 + +文档中的枚举值格式为 `值(数量)=含义`，例如： +- `1(100)=有效` 表示值为 1 的记录有 100 条，含义为"有效" +- **[待确认]** 表示该值的含义无法从数据中确定 + +--- + +## 数据量统计 + +| 表名 | 记录数 | +|------|--------| +| dwd_payment | 22,949 | +| dwd_settlement_head | 22,475 | +| dwd_table_fee_log | 18,386 | +| dwd_store_goods_sale | 17,563 | +| dwd_platform_coupon_redemption | 16,977 | +| dwd_groupbuy_redemption | 11,420 | +| dwd_member_balance_change | 4,745 | +| dwd_table_fee_adjust | 2,849 | +| dwd_assistant_service_log | 1,090 | +| dwd_recharge_order | 455 | +| dwd_assistant_trash_event | 98 | +| dwd_refund | 45 | + +--- + +## 注意事项 + +1. **枚举值推断**：文档中的枚举值含义基于 500 行样本数据推断，可能不完整 +2. **[待确认] 标记**：不确定的字段含义或枚举值已明确标记 +3. **数据时效性**：文档基于 2026-01-28 的数据库快照生成 +4. **扩展表样本数据**：部分扩展表因日期解析问题无法获取样本数据 diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_assistant.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_assistant.md new file mode 100644 index 0000000..ab32a7e --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_assistant.md @@ -0,0 +1,47 @@ +# dim_assistant 助教档案主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_assistant | +| 主键 | assistant_id, scd2_start_time | +| 扩展表 | dim_assistant_ex | +| 记录数 | 69 | +| 说明 | 助教人员档案的核心信息，包括工号、姓名、联系方式、团队归属、等级等 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | assistant_id | BIGINT | NO | PK | 助教唯一标识 ID | +| 2 | user_id | BIGINT | YES | | 关联用户 ID（当前数据全为 0，**[作用待确认]**） | +| 3 | assistant_no | TEXT | YES | | 助教工号，如 "11"、"27" | +| 4 | real_name | TEXT | YES | | 真实姓名，如 "梁婷婷"、"周佳怡" | +| 5 | nickname | TEXT | YES | | 昵称/花名，如 "柚子"、"周周"、"Amy" | +| 6 | mobile | TEXT | YES | | 手机号码 | +| 7 | tenant_id | BIGINT | YES | | 租户 ID（当前值: 2790683160709957） | +| 8 | site_id | BIGINT | YES | | 门店 ID → dim_site（当前值: 2790685415443269） | +| 9 | team_id | BIGINT | YES | | 团队 ID | +| 10 | team_name | TEXT | YES | | 团队名称。**枚举值**: "1组"(对应 team_id = 2792011585884037), "2组"(对应 team_id = 2959085810992645) | +| 11 | level | INTEGER | YES | | 助教等级。**枚举值**: 8 = 助教管理, 10 = 初级, 20 = 中级, 30 = 高级, 40 =专家 | +| 12 | entry_time | TIMESTAMPTZ | YES | | 入职时间 | +| 13 | resign_time | TIMESTAMPTZ | YES | | 离职时间（远未来日期如 2225-xx-xx 表示在职） | +| 14 | leave_status | INTEGER | YES | | 在职状态。**枚举值**: 0 = 在职, 1 = 已离职 | +| 15 | assistant_status | INTEGER | YES | | 观察者状态。**枚举值**: 1 = 为非观察者, 2 = 为观察者。 | +| 16 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 17 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 18 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 19 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 查询当前在职助教 +SELECT * FROM billiards_dwd.dim_assistant +WHERE scd2_is_current = 1 AND leave_status = 0; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_goods_category.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_goods_category.md new file mode 100644 index 0000000..d612682 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_goods_category.md @@ -0,0 +1,68 @@ +# dim_goods_category 商品分类维度表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_goods_category | +| 主键 | category_id, scd2_start_time | +| 扩展表 | 无 | +| 记录数 | 26 | +| 说明 | 商品分类树结构表，支持一级/二级分类层次 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | category_id | BIGINT | NO | PK | 分类唯一标识 | +| 2 | tenant_id | BIGINT | YES | | 租户 ID（当前值: 2790683160709957） | +| 3 | category_name | VARCHAR | YES | | 分类名称。**样本值**: "槟榔", "皮头" 等 | +| 4 | alias_name | VARCHAR | YES | | 分类别名（当前数据大部分为空） | +| 5 | parent_category_id | BIGINT | YES | | 父级分类 ID（0=一级分类）→ 自关联 | +| 6 | business_name | VARCHAR | YES | | 业务大类名称。**样本值**: "酒水", "器材" 等 | +| 7 | tenant_goods_business_id | BIGINT | YES | | 业务大类 ID | +| 8 | category_level | INTEGER | YES | | 分类层级。**枚举值**: 1=一级大类, 2=二级子类 | +| 9 | is_leaf | INTEGER | YES | | 是否叶子节点。**枚举值**: 0=非叶子, 1=叶子 | +| 10 | open_salesman | INTEGER | YES | | 营业员开关。 | +| 11 | sort_order | INTEGER | YES | | 排序序号 | +| 12 | is_warehousing | INTEGER | YES | | 是否库存管理。**枚举值**: 1=参与库存管理 | +| 13 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 14 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 15 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 16 | scd2_version | INTEGER | YES | | 版本号 | + +## 分类树结构示例 + +``` +槟榔（一级） +├── 槟榔（二级） + +器材（一级） +├── 皮头 +├── 球杆 +├── 其他 + +酒水（一级） +├── 饮料 +├── 酒水 +├── 茶水 +├── 咖啡 +├── 加料 +├── 洋酒 +``` + +## 使用说明 + +```sql +-- 查询一级分类 +SELECT * FROM billiards_dwd.dim_goods_category +WHERE scd2_is_current = 1 AND parent_category_id = 0; + +-- 查询某一级分类下的二级分类 +SELECT * FROM billiards_dwd.dim_goods_category +WHERE scd2_is_current = 1 AND parent_category_id = <一级分类ID>; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_groupbuy_package.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_groupbuy_package.md new file mode 100644 index 0000000..bf2565d --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_groupbuy_package.md @@ -0,0 +1,49 @@ +# dim_groupbuy_package 团购套餐主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_groupbuy_package | +| 主键 | groupbuy_package_id, scd2_start_time | +| 扩展表 | dim_groupbuy_package_ex | +| 记录数 | 34 | +| 说明 | 内部团购/套餐定义，记录套餐名称、价格、时长、适用台区等核心信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | groupbuy_package_id | BIGINT | NO | PK | 团购套餐 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID（当前值: 2790683160709957） | +| 3 | site_id | BIGINT | YES | | 门店 ID → dim_site（当前值: 2790685415443269） | +| 4 | package_name | VARCHAR | YES | | 套餐名称。**样本值**: "中八、斯诺克包厢两小时", "斯诺克两小时"等 | +| 5 | package_template_id | BIGINT | YES | | 套餐模板 ID | +| 6 | selling_price | NUMERIC(10,2) | YES | | 售卖价格（每笔订单不同，从核销记录中dwd_groupbuy_redemption获取） | +| 7 | coupon_face_value | NUMERIC(10,2) | YES | | 券面值（每笔订单不同，从核销记录中dwd_groupbuy_redemption获取） | +| 8 | duration_seconds | INTEGER | YES | | 套餐时长（秒）。**样本值**: 3600=1小时, 7200=2小时, 14400=4小时 等 | +| 9 | start_time | TIMESTAMPTZ | YES | | 套餐生效开始时间 | +| 10 | end_time | TIMESTAMPTZ | YES | | 套餐生效结束时间 | +| 11 | table_area_name | VARCHAR | YES | | 适用台区名称。**枚举值**: "A区", "VIP包厢", "斯诺克区", "B区", "麻将房", "888" | +| 12 | is_enabled | INTEGER | YES | | 启用状态。**枚举值**: 1=启用, 2=停用 | +| 13 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 14 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 15 | tenant_table_area_id_list | VARCHAR | YES | | 租户级台区 ID 列表 | +| 16 | card_type_ids | VARCHAR | YES | | 允许使用的卡类型 ID 列表（当前数据为 "0"） | +| 17 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 18 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 19 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 20 | scd2_version | INTEGER | YES | | 版本号 | + +## 使用说明 + +```sql +-- 查询当前启用的套餐 +SELECT * FROM billiards_dwd.dim_groupbuy_package +WHERE scd2_is_current = 1 AND is_delete = 0 AND is_enabled = 1; + +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_member.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_member.md new file mode 100644 index 0000000..a8df160 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_member.md @@ -0,0 +1,49 @@ +# dim_member 会员档案主表 + +> 生成时间：2026-01-28 + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_member | +| 主键 | member_id, scd2_start_time | +| 扩展表 | dim_member_ex | +| 记录数 | 556 | +| 说明 | 租户会员档案主表，记录会员基本信息和卡种等级 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | member_id | BIGINT | NO | PK | 租户内会员 ID（tenant_member_id） | +| 2 | system_member_id | BIGINT | YES | | 系统级会员 ID | +| 3 | tenant_id | BIGINT | YES | | 租户 ID（当前值: 2790683160709957） | +| 4 | register_site_id | BIGINT | YES | | 注册门店 ID → dim_site（当前值: 2790685415443269） | +| 5 | mobile | TEXT | YES | | 手机号码 | +| 6 | nickname | TEXT | YES | | 昵称。**样本值**: "陈先生", "张先生", "李先生",等 | +| 7 | member_card_grade_code | BIGINT | YES | | 卡等级代码 | +| 8 | member_card_grade_name | TEXT | YES | | 卡等级名称。**枚举值**: "储值卡", "台费卡", "年卡", "活动抵用券", "月卡" | +| 9 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 10 | update_time | TIMESTAMPTZ | YES | | 更新时间 | +| 11 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 12 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 13 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 14 | scd2_version | INTEGER | YES | | 版本号 | + + + +## 使用说明 + +```sql +-- 查询当前有效会员 +SELECT * FROM billiards_dwd.dim_member +WHERE scd2_is_current = 1; + +-- 按卡类型统计会员数 +SELECT member_card_grade_name, COUNT(*) +FROM billiards_dwd.dim_member +WHERE scd2_is_current = 1 +GROUP BY member_card_grade_name; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_member_card_account.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_member_card_account.md new file mode 100644 index 0000000..defa9e6 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_member_card_account.md @@ -0,0 +1,63 @@ +# dim_member_card_account 会员卡账户主表 + +> 生成时间：2026-01-28 + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_member_card_account | +| 主键 | member_card_id, scd2_start_time | +| 扩展表 | dim_member_card_account_ex | +| 记录数 | 945 | +| 说明 | 会员卡账户主表，记录卡种、余额、有效期等核心信息。一个会员可持有多张卡。 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | member_card_id | BIGINT | NO | PK | 会员卡账户 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | register_site_id | BIGINT | YES | | 开卡门店 ID → dim_site | +| 4 | tenant_member_id | BIGINT | YES | | 持卡会员 ID → dim_member（0=未绑定会员） | +| 5 | system_member_id | BIGINT | YES | | 系统级会员 ID | +| 6 | card_type_id | BIGINT | YES | | 卡种 ID | +| 7 | member_card_grade_code | BIGINT | YES | | 卡等级代码 | +| 8 | member_card_grade_code_name | TEXT | YES | | 卡等级名称。**枚举值**: "储值卡", "台费卡", "活动抵用券", "酒水卡", "月卡", "年卡" | +| 9 | member_card_type_name | TEXT | YES | | 卡类型名称（与 grade_code_name 相同） | +| 10 | member_name | TEXT | YES | | 持卡人姓名快照 | +| 11 | member_mobile | TEXT | YES | | 持卡人手机号快照 | +| 12 | balance | NUMERIC(18,2) | YES | | 当前余额（元） | +| 13 | start_time | TIMESTAMPTZ | YES | | 卡生效时间 | +| 14 | end_time | TIMESTAMPTZ | YES | | 卡失效时间（2225-01-01=长期有效） | +| 15 | last_consume_time | TIMESTAMPTZ | YES | | 最近消费时间 | +| 16 | status | INTEGER | YES | | 卡状态。**枚举值**: 1=正常, 4=过期 | +| 17 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 18 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 19 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 20 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 21 | scd2_version | INTEGER | YES | | 版本号 | + +## 卡种分布 + +| card_type_id | 卡类型 | 说明 | +|--------------|--------|------| +| 2793249295533893 | 储值卡 | 充值获得,可抵扣任意费用 | +| 2791990152417157 | 台费卡 | 充值赠送,即可抵扣台费 | +| 2793266846533445 | 活动抵用券 | 充值赠送,不可抵扣助教费 | +| 2794699703437125 | 酒水卡 | 充值赠送,仅可抵扣酒水饮料食品商品 | +| 2793306611533637 | 月卡 | 充值获得,时长卡，仅可抵扣台费 | +| 2791987095408517 | 年卡 | 充值获得,时长卡，仅可抵扣台费 | + + +## 使用说明 + +```sql +-- 查询有效的储值卡 +SELECT * FROM billiards_dwd.dim_member_card_account +WHERE scd2_is_current = 1 + AND is_delete = 0 + AND status = 1 + AND member_card_type_name = '储值卡'; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_site.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_site.md new file mode 100644 index 0000000..0f7034a --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_site.md @@ -0,0 +1,51 @@ +# dim_site 门店主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_site | +| 主键 | site_id, scd2_start_time | +| 扩展表 | dim_site_ex | +| 记录数 | 1 | +| 说明 | 门店维度主表，记录门店基本信息（地址、联系方式等） | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | site_id | BIGINT | NO | PK | 门店 ID | +| 2 | org_id | BIGINT | YES | | 组织机构 ID | +| 3 | tenant_id | BIGINT | YES | | 租户 ID（当前值: 2790683160709957） | +| 4 | shop_name | TEXT | YES | | 门店名称。**当前值**: "朗朗桌球" | +| 5 | site_label | TEXT | YES | | 门店标签。**当前值**: "A" | +| 6 | full_address | TEXT | YES | | 详细地址。**当前值**: "广东省广州市天河区丽阳街12号" | +| 7 | address | TEXT | YES | | 地址描述。**当前值**: "广东省广州市天河区天园街道朗朗桌球" | +| 8 | longitude | NUMERIC(10,6) | YES | | 经度。**当前值**: 113.360321 | +| 9 | latitude | NUMERIC(10,6) | YES | | 纬度。**当前值**: 23.133629 | +| 10 | tenant_site_region_id | BIGINT | YES | | 区域 ID。**当前值**: 156440100 | +| 11 | business_tel | TEXT | YES | | 联系电话。**当前值**: "13316068642" | +| 12 | site_type | INTEGER | YES | | 门店类型。**枚举值**: 1(1)=**[待确认]** | +| 13 | shop_status | INTEGER | YES | | 营业状态。**枚举值**: 1(1)=营业中 **[待确认]** | +| 14 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 15 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 16 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 17 | scd2_version | INTEGER | YES | | 版本号 | + +## 当前门店数据 + +| site_id | shop_name | full_address | longitude | latitude | +|---------|-----------|--------------|-----------|----------| +| 2790685415443269 | 朗朗桌球 | 广东省广州市天河区丽阳街12号 | 113.360321 | 23.133629 | + +## 使用说明 + +```sql +-- 查询当前有效门店 +SELECT * FROM billiards_dwd.dim_site +WHERE scd2_is_current = 1; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_store_goods.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_store_goods.md new file mode 100644 index 0000000..40db18f --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_store_goods.md @@ -0,0 +1,61 @@ +# dim_store_goods 门店商品主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_store_goods | +| 主键 | site_goods_id, scd2_start_time | +| 扩展表 | dim_store_goods_ex | +| 记录数 | 170 | +| 说明 | 门店级商品库存维度表，记录门店的商品库存、价格、销量等信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | site_goods_id | BIGINT | NO | PK | 门店商品 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID → dim_site | +| 4 | tenant_goods_id | BIGINT | YES | | 租户商品 ID → dim_tenant_goods | +| 5 | goods_name | TEXT | YES | | 商品名称。**样本值**: "双中支中华", "炫赫门小南京"等 | +| 6 | goods_category_id | BIGINT | YES | | 一级分类 ID → dim_goods_category | +| 7 | goods_second_category_id | BIGINT | YES | | 二级分类 ID → dim_goods_category | +| 8 | category_level1_name | TEXT | YES | | 一级分类名称。**样本值**: "零食", "酒水", "其他", "香烟" 等 | +| 9 | category_level2_name | TEXT | YES | | 二级分类名称。**样本值**: "零食", "饮料", "其他2", "香烟", "雪糕", "酒水", "球杆", "槟榔" 等 | +| 10 | batch_stock_qty | INTEGER | YES | | 批次库存数量 | +| 11 | sale_qty | INTEGER | YES | | 销售数量 | +| 12 | total_sales_qty | INTEGER | YES | | 累计销售数量 | +| 13 | sale_price | NUMERIC(18,2) | YES | | 销售价格（元） | +| 14 | created_at | TIMESTAMPTZ | YES | | 创建时间 | +| 15 | updated_at | TIMESTAMPTZ | YES | | 更新时间 | +| 16 | avg_monthly_sales | NUMERIC(18,4) | YES | | 月均销量 | +| 17 | goods_state | INTEGER | YES | | 商品状态。**枚举值**: 1=上架, 2=下架 | +| 18 | enable_status | INTEGER | YES | | 启用状态。**枚举值**: 1=启用 | +| 19 | send_state | INTEGER | YES | | 配送状态。暂无作用 | +| 20 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 21 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 22 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 23 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 24 | scd2_version | INTEGER | YES | | 版本号 | + +## 样本数据 + +| goods_name | category_level1_name | sale_price | sale_qty | goods_state | +|------------|----------------------|------------|----------|-------------| +| 双中支中华 | 香烟 | 72.00 | 94 | 1 | +| 炫赫门小南京 | 香烟 | 28.00 | 110 | 1 | +| 细荷花 | 香烟 | 55.00 | 184 | 1 | +| 可乐 | 酒水 | 5.00 | 78 | 1 | + +## 使用说明 + +```sql +-- 查询当前上架商品 +SELECT * FROM billiards_dwd.dim_store_goods +WHERE scd2_is_current = 1 AND goods_state = 1 AND is_delete = 0; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_table.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_table.md new file mode 100644 index 0000000..72e24e9 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_table.md @@ -0,0 +1,66 @@ +# dim_table 台桌主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_table | +| 主键 | table_id, scd2_start_time | +| 扩展表 | dim_table_ex | +| 记录数 | 74 | +| 说明 | 台桌维度主表，记录台桌名称、所属台区、单价等核心信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | table_id | BIGINT | NO | PK | 台桌 ID | +| 2 | site_id | BIGINT | YES | | 门店 ID → dim_site | +| 3 | table_name | TEXT | YES | | 台桌名称。**样本值**: "A1", "A2", "B1", "B2", "S1", "C1", "VIP1", "M3", "666" 等 | +| 4 | site_table_area_id | BIGINT | YES | | 台区 ID | +| 5 | site_table_area_name | TEXT | YES | | 台区名称。**样本值**: "A区", "B区", "补时长", "C区", "麻将房", "K包", "VIP包厢", "斯诺克区", "666", "k包活动区", "M7" 等 | +| 6 | tenant_table_area_id | BIGINT | YES | | 租户级台区 ID | +| 7 | table_price | NUMERIC(18,2) | YES | | 台桌单价（当前数据全为 0.00） | +| 8 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 9 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 10 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 11 | scd2_version | INTEGER | YES | | 版本号 | + +## 台区分布 + +| 台区名称 | 台桌数量 | 大类/索引 | +|----------|----------|----------| +| A区 | 18 | 台球/打球/中八/追分 | +| B区 | 15 | 台球/打球/中八/追分 | +| 补时长 | 7 | 补时长 | +| C区 | 6 | 台球/打球/中八/追分 | +| 麻将房 | 5 | 麻将/麻将棋牌 | +| M7 | 2 | 麻将/麻将棋牌 | +| M8 | 1 | 麻将/麻将棋牌 | +| K包 | 4 | K包/K歌/KTV | +| VIP包厢 | 4 | 台球/打球/中八/追分 (V5为 台球/打球/斯诺克) | +| 斯诺克区 | 4 | 台球/打球/斯诺克 | +| 666 | 2 | 麻将/麻将棋牌 | +| TV台 | 1 | 台球/打球/中八/追分 | +| k包活动区 | 2 | K包/K歌/KTV | +| 幸会158 | 2 | K包/K歌/KTV | +| 发财 | 1 | 麻将/麻将棋牌 | + +## 使用说明 + +```sql +-- 查询当前有效台桌 +SELECT * FROM billiards_dwd.dim_table +WHERE scd2_is_current = 1; + +-- 按台区统计台桌数 +SELECT site_table_area_name, COUNT(*) +FROM billiards_dwd.dim_table +WHERE scd2_is_current = 1 +GROUP BY site_table_area_name +ORDER BY COUNT(*) DESC; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dim_tenant_goods.md b/etl_billiards/docs/bd_manual/main/BD_manual_dim_tenant_goods.md new file mode 100644 index 0000000..84f7f0c --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dim_tenant_goods.md @@ -0,0 +1,47 @@ +# dim_tenant_goods 租户商品主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dim_tenant_goods | +| 主键 | tenant_goods_id, scd2_start_time | +| 扩展表 | dim_tenant_goods_ex | +| 记录数 | 171 | +| 说明 | 租户级商品档案主表（SKU 定义），被门店商品表引用 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | tenant_goods_id | BIGINT | NO | PK | 租户商品 ID（SKU） | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | supplier_id | BIGINT | YES | | 供应商 ID（当前数据全为 0） | +| 4 | category_name | VARCHAR | YES | | 分类名称（二级分类）。**样本值**: "零食", "饮料", "香烟"等 | +| 5 | goods_category_id | BIGINT | YES | | 一级分类 ID | +| 6 | goods_second_category_id | BIGINT | YES | | 二级分类 ID | +| 7 | goods_name | VARCHAR | YES | | 商品名称。**样本值**: "海之言", "西梅多多饮品", "美汁源果粒橙", "三诺橙汁"等 | +| 8 | goods_number | VARCHAR | YES | | 商品编号（序号） | +| 9 | unit | VARCHAR | YES | | 商品单位。**枚举值**: "包", "瓶", "个", "份"等 | +| 10 | market_price | NUMERIC(18,2) | YES | | 市场价/吊牌价（元） | +| 11 | goods_state | INTEGER | YES | | 商品状态。**枚举值**: 1=上架, 2=下架 | +| 12 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 13 | update_time | TIMESTAMPTZ | YES | | 更新时间 | +| 14 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 15 | scd2_start_time | TIMESTAMPTZ | NO | PK | SCD2 版本生效时间 | +| 16 | scd2_end_time | TIMESTAMPTZ | YES | | SCD2 版本失效时间 | +| 17 | scd2_is_current | INTEGER | YES | | 当前版本标记 | +| 18 | scd2_version | INTEGER | YES | | 版本号 | + + +## 使用说明 + +```sql +-- 查询当前有效的租户商品 +SELECT * FROM billiards_dwd.dim_tenant_goods +WHERE scd2_is_current = 1 AND is_delete = 0; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_assistant_service_log.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_assistant_service_log.md new file mode 100644 index 0000000..e814d8c --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_assistant_service_log.md @@ -0,0 +1,67 @@ +# dwd_assistant_service_log 助教服务流水主表 + +> 生成时间：2026-01-28 + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_assistant_service_log | +| 主键 | assistant_service_id | +| 扩展表 | dwd_assistant_service_log_ex | +| 记录数 | 5003 | +| 说明 | 助教服务计费流水事实表，记录每次陪打/教学服务的详细信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | assistant_service_id | BIGINT | NO | PK | 服务流水 ID | +| 2 | order_trade_no | BIGINT | YES | | 订单号 → dwd_settlement_head | +| 3 | order_settle_id | BIGINT | YES | | 结账单 ID → dwd_settlement_head | +| 4 | order_pay_id | BIGINT | YES | | 支付单 ID（当前数据全为 0） | +| 5 | order_assistant_id | BIGINT | YES | | 订单助教 ID | +| 6 | order_assistant_type | INTEGER | YES | | 服务类型。**枚举值**: 1=基础课 或 包厢课, 2=附加课/激励课 | +| 7 | tenant_id | BIGINT | YES | | 租户 ID | +| 8 | site_id | BIGINT | YES | | 门店 ID | +| 9 | site_table_id | BIGINT | YES | | 台桌 ID → dim_table（0=非台桌服务） | +| 10 | tenant_member_id | BIGINT | YES | | 会员 ID → dim_member（0=散客） | +| 11 | system_member_id | BIGINT | YES | | 系统会员 ID（0=散客） | +| 12 | assistant_no | VARCHAR | YES | | 助教工号。**样本值**: "2", "9"等 | +| 13 | nickname | VARCHAR | YES | | 助教昵称。**样本值**: "佳怡", "婉婉", "七七"等 | +| 14 | site_assistant_id | BIGINT | YES | | 助教 ID → dim_assistant | +| 15 | user_id | BIGINT | YES | | 助教用户 ID | +| 16 | assistant_team_id | BIGINT | YES | | 助教团队 ID。**枚举值**: 2792011585884037=1组, 2959085810992645=2组 | +| 17 | person_org_id | BIGINT | YES | | 人事组织 ID | +| 18 | assistant_level | INTEGER | YES | | 助教等级。**枚举值**: 8=助教管理, 10=初级, 20=中级, 30=高级, 40=星级 | +| 19 | level_name | VARCHAR | YES | | 等级名称。**枚举值**: "助教管理", "初级", "中级", "高级", "星级" | +| 20 | skill_id | BIGINT | YES | | 技能 ID | +| 21 | skill_name | VARCHAR | YES | | 技能名称。**枚举值**: "基础课", "附加课/激励课", "包厢课" | +| 22 | ledger_unit_price | NUMERIC(10,2) | YES | | 单价（元/小时），**样本值**: 98.00/108.00/190.00 等 | +| 23 | ledger_amount | NUMERIC(10,2) | YES | | 计费金额 | +| 24 | projected_income | NUMERIC(10,2) | YES | | 预估收入 | +| 25 | coupon_deduct_money | NUMERIC(10,2) | YES | | 券抵扣金额 | +| 26 | income_seconds | INTEGER | YES | | 计费时长（秒）。常见值: 3600=1h, 7200=2h, 10800=3h | +| 27 | real_use_seconds | INTEGER | YES | | 实际使用时长（秒） | +| 28 | add_clock | INTEGER | YES | | 加时时长（秒），大多为 0 | +| 29 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 30 | start_use_time | TIMESTAMPTZ | YES | | 服务开始时间 | +| 31 | last_use_time | TIMESTAMPTZ | YES | | 服务结束时间 | +| 32 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | + + +## 使用说明 + +```sql +-- 统计助教服务收入 +SELECT + nickname, level_name, + COUNT(*) AS service_count, + SUM(ledger_amount) AS total_amount, + SUM(income_seconds)/3600.0 AS total_hours +FROM billiards_dwd.dwd_assistant_service_log +WHERE is_delete = 0 +GROUP BY nickname, level_name +ORDER BY total_amount DESC; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_assistant_trash_event.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_assistant_trash_event.md new file mode 100644 index 0000000..c333185 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_assistant_trash_event.md @@ -0,0 +1,43 @@ +# dwd_assistant_trash_event 助教服务作废主表 + +> 生成时间：2026-01-28 + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_assistant_trash_event | +| 主键 | assistant_trash_event_id | +| 扩展表 | dwd_assistant_trash_event_ex | +| 记录数 | 98 | +| 说明 | 助教服务作废事实表，记录被取消/作废的助教服务记录 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | assistant_trash_event_id | BIGINT | NO | PK | 作废事件 ID | +| 2 | site_id | BIGINT | YES | | 门店 ID | +| 3 | table_id | BIGINT | YES | | 台桌 ID → dim_table | +| 4 | table_area_id | BIGINT | YES | | 台区 ID | +| 5 | assistant_no | VARCHAR | YES | | 助教工号/昵称。**样本值**: "七七", "乔西", "球球"等 | +| 6 | assistant_name | VARCHAR | YES | | 助教名称，与 assistant_no 相同 | +| 7 | charge_minutes_raw | INTEGER | YES | | 原计费时长（秒）。**样本值**: 0, 3600=1h, 10800=3h 等 | +| 8 | abolish_amount | NUMERIC(18,2) | YES | | 作废金额（元）。**样本值**: 0.00, 190.00, 570.00 等 | +| 9 | trash_reason | VARCHAR | YES | | 作废原因（当前数据全为 NULL） | +| 10 | create_time | TIMESTAMPTZ | YES | | 创建时间 | + + +## 使用说明 + +```sql +-- 助教作废金额统计 +SELECT + assistant_name, + COUNT(*) AS trash_count, + SUM(abolish_amount) AS total_abolished +FROM billiards_dwd.dwd_assistant_trash_event +GROUP BY assistant_name +ORDER BY total_abolished DESC; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_groupbuy_redemption.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_groupbuy_redemption.md new file mode 100644 index 0000000..81c67af --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_groupbuy_redemption.md @@ -0,0 +1,57 @@ +# dwd_groupbuy_redemption 团购核销主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_groupbuy_redemption | +| 主键 | redemption_id | +| 扩展表 | dwd_groupbuy_redemption_ex | +| 记录数 | 11420 | +| 说明 | 团购券核销事实表，记录团购券的核销使用明细 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | redemption_id | BIGINT | NO | PK | 核销 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID | +| 4 | table_id | BIGINT | YES | | 台桌 ID → dim_table | +| 5 | tenant_table_area_id | BIGINT | YES | | 台区 ID | +| 6 | table_charge_seconds | INTEGER | YES | | 台费计费时长（秒）。**样本值**: 3600=1h, 7200=2h, 10800=3h 等 | +| 7 | order_trade_no | BIGINT | YES | | 订单号 | +| 8 | order_settle_id | BIGINT | YES | | 结账单 ID → dwd_settlement_head | +| 9 | order_coupon_id | BIGINT | YES | | 订单券 ID | +| 10 | coupon_origin_id | BIGINT | YES | | 券来源 ID | +| 11 | promotion_activity_id | BIGINT | YES | | 促销活动 ID | +| 12 | promotion_coupon_id | BIGINT | YES | | 促销券 ID → dim_groupbuy_package | +| 13 | order_coupon_channel | INTEGER | YES | | 券渠道。**枚举值**: 1=美团, 2=抖音 | +| 14 | ledger_unit_price | NUMERIC(18,2) | YES | | 单价（元）。**样本值**: 29.90, 12.12, 11.11, 39.90 等 | +| 15 | ledger_count | INTEGER | YES | | 计费数量（秒）。**样本值**: 3600=1h, 7200=2h 等 | +| 16 | ledger_amount | NUMERIC(18,2) | YES | | 账本金额（元）。**样本值**: 48.00, 96.00, 68.00 等 | +| 17 | coupon_money | NUMERIC(18,2) | YES | | 券面额（元）。**样本值**: 48.00, 116.00, 96.00, 68.00 等 | +| 18 | promotion_seconds | INTEGER | YES | | 促销时长（秒）。**样本值**: 3600=1h, 7200=2h, 14400=4h 等 | +| 19 | coupon_code | VARCHAR | YES | | 券码 | +| 20 | is_single_order | INTEGER | YES | | 是否独立订单。**枚举值**: 0=否, 1=是 | +| 21 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 22 | ledger_name | VARCHAR | YES | | 套餐名称。**样本值**: "全天A区中八一小时", "中八A区新人特惠一小时" 等 | +| 23 | create_time | TIMESTAMPTZ | YES | | 创建时间 | + +## 使用说明 + +```sql +-- 各套餐核销统计 +SELECT + ledger_name, + COUNT(*) AS redemption_count, + SUM(ledger_amount) AS total_amount +FROM billiards_dwd.dwd_groupbuy_redemption +WHERE is_delete = 0 +GROUP BY ledger_name +ORDER BY redemption_count DESC; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_member_balance_change.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_member_balance_change.md new file mode 100644 index 0000000..57007c2 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_member_balance_change.md @@ -0,0 +1,72 @@ +# dwd_member_balance_change 会员余额变动主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_member_balance_change | +| 主键 | balance_change_id | +| 扩展表 | dwd_member_balance_change_ex | +| 记录数 | 4745 | +| 说明 | 会员卡余额变动流水事实表，记录每次余额变动的金额和原因 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | balance_change_id | BIGINT | NO | PK | 变动流水 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID | +| 4 | register_site_id | BIGINT | YES | | 注册门店 ID | +| 5 | tenant_member_id | BIGINT | YES | | 会员 ID → dim_member | +| 6 | system_member_id | BIGINT | YES | | 系统会员 ID | +| 7 | tenant_member_card_id | BIGINT | YES | | 会员卡 ID → dim_member_card_account | +| 8 | card_type_id | BIGINT | YES | | 卡类型 ID | +| 9 | card_type_name | VARCHAR | YES | | 卡类型名称。**枚举值**: "储值卡", "活动抵用券", "台费卡", "酒水卡", "年卡", "月卡" | +| 10 | member_name | VARCHAR | YES | | 会员名称快照 | +| 11 | member_mobile | VARCHAR | YES | | 会员手机号快照 | +| 12 | balance_before | NUMERIC(18,2) | YES | | 变动前余额 | +| 13 | change_amount | NUMERIC(18,2) | YES | | 变动金额（正=充值/赠送，负=消费） | +| 14 | balance_after | NUMERIC(18,2) | YES | | 变动后余额 | +| 15 | from_type | INTEGER | YES | | 变动来源。**枚举值**: 1=结账/消费, 2=结账撤销, 3=现付充值, 4=活动赠送, 7=充值撤销/退款, 9=手动调整 | +| 16 | payment_method | INTEGER | YES | | 支付方式，暂未启用。 | +| 17 | change_time | TIMESTAMPTZ | YES | | 变动时间 | +| 18 | is_delete | INTEGER | YES | | 删除标记 | +| 19 | remark | VARCHAR | YES | | 备注。**样本值**: "注销会员", "充值退款" 等 | + +## 卡类型余额变动分布 + +| 卡类型 | 变动次数 | 说明 | +|--------|----------|------| +| 储值卡 | 2825 | 最主要的消费卡种 | +| 活动抵用券 | 1275 | 营销活动赠送 | +| 台费卡 | 482 | 台费专用卡 | +| 酒水卡 | 149 | 酒水专用卡 | + +## 样本数据 + +| member_name | card_type_name | balance_before | change_amount | balance_after | from_type | +|-------------|----------------|----------------|---------------|---------------|-----------| +| 曾丹烨 | 储值卡 | 816.30 | -120.00 | 696.30 | 1 | +| 葛先生 | 储值卡 | 6745.27 | -144.00 | 6601.27 | 1 | +| 陈腾鑫 | 储值卡 | 293.20 | -114.61 | 178.59 | 1 | +| 轩哥 | 酒水卡 | 532.00 | -41.00 | 491.00 | 1 | + +## 使用说明 + +```sql +-- 会员消费总额排行 +SELECT + member_name, + member_mobile, + card_type_name, + SUM(CASE WHEN change_amount < 0 THEN ABS(change_amount) ELSE 0 END) AS total_consume +FROM billiards_dwd.dwd_member_balance_change +WHERE is_delete = 0 +GROUP BY member_name, member_mobile, card_type_name +ORDER BY total_consume DESC; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_payment.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_payment.md new file mode 100644 index 0000000..b1e708f --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_payment.md @@ -0,0 +1,47 @@ +# dwd_payment 支付流水表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_payment | +| 主键 | payment_id | +| 扩展表 | 无 | +| 记录数 | 22949 | +| 说明 | 支付流水事实表，记录每笔支付的方式、金额、时间等信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | payment_id | BIGINT | NO | PK | 支付流水 ID | +| 2 | site_id | BIGINT | YES | | 门店 ID | +| 3 | relate_type | INTEGER | YES | | 关联业务类型。**枚举值**: 1=预付, 2=结账, 5=充值, 6=线上商城 | +| 4 | relate_id | BIGINT | YES | | 关联业务 ID | +| 5 | pay_amount | NUMERIC(18,2) | YES | | 支付金额（元） | +| 6 | pay_status | INTEGER | YES | | 支付状态。**枚举值**: 2=已支付 | +| 7 | payment_method | INTEGER | YES | | 支付方式。**枚举值**: 2=现金支付 , 4=离线支付 | +| 8 | online_pay_channel | INTEGER | YES | | 在线支付渠道（当前数据全为 0） | +| 9 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 10 | pay_time | TIMESTAMPTZ | YES | | 支付时间 | +| 11 | pay_date | DATE | YES | | 支付日期 | + + + +## 使用说明 + +```sql +-- 每日支付金额统计 +SELECT + pay_date, + COUNT(*) AS pay_count, + SUM(pay_amount) AS total_amount +FROM billiards_dwd.dwd_payment +WHERE pay_status = 2 +GROUP BY pay_date +ORDER BY pay_date DESC; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_platform_coupon_redemption.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_platform_coupon_redemption.md new file mode 100644 index 0000000..e957d09 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_platform_coupon_redemption.md @@ -0,0 +1,57 @@ +# dwd_platform_coupon_redemption 平台券核销主表 + +> 生成时间：2026-01-28 + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_platform_coupon_redemption | +| 主键 | platform_coupon_redemption_id | +| 扩展表 | dwd_platform_coupon_redemption_ex | +| 记录数 | 16977 | +| 说明 | 平台优惠券核销事实表，记录美团/抖音等平台券的核销明细 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | platform_coupon_redemption_id | BIGINT | NO | PK | 核销 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID | +| 4 | coupon_code | VARCHAR | YES | | 券码 | +| 5 | coupon_channel | INTEGER | YES | | 券渠道。**枚举值**: 1=美团, 2=抖音 | +| 6 | coupon_name | VARCHAR | YES | | 券名称。**样本值**: "【全天可用】中八桌球一小时（A区）", "【全天可用】中八桌球两小时（A区）" 等 | +| 7 | sale_price | NUMERIC(10,2) | YES | | 售卖价（元）。**样本值**: 29.90, 69.90, 59.90, 39.90, 19.90 等 | +| 8 | coupon_money | NUMERIC(10,2) | YES | | 券面额（元）。**样本值**: 48.00, 96.00, 116.00, 68.00 等 | +| 9 | coupon_free_time | INTEGER | YES | | 券赠送时长（当前数据全为 0） | +| 10 | channel_deal_id | BIGINT | YES | | 渠道交易 ID | +| 11 | deal_id | BIGINT | YES | | 交易 ID | +| 12 | group_package_id | BIGINT | YES | | 团购套餐 ID（当前数据全为 0） | +| 13 | site_order_id | BIGINT | YES | | 门店订单 ID | +| 14 | table_id | BIGINT | YES | | 台桌 ID → dim_table | +| 15 | certificate_id | VARCHAR | YES | | 凭证 ID | +| 16 | verify_id | VARCHAR | YES | | 核验 ID（仅抖音券有值） | +| 17 | use_status | INTEGER | YES | | 使用状态。**枚举值**: 1=已使用, 2=已撤销 | +| 18 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 19 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 20 | consume_time | TIMESTAMPTZ | YES | | 核销时间 | + +## 使用说明 + +```sql +-- 各渠道核销统计 +SELECT + CASE coupon_channel + WHEN 1 THEN '美团' + WHEN 2 THEN '抖音' + ELSE '其他' + END AS channel, + COUNT(*) AS redemption_count, + SUM(coupon_money) AS total_coupon_value, + SUM(sale_price) AS total_sale_price +FROM billiards_dwd.dwd_platform_coupon_redemption +WHERE is_delete = 0 AND use_status = 1 +GROUP BY coupon_channel; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_recharge_order.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_recharge_order.md new file mode 100644 index 0000000..437a6b9 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_recharge_order.md @@ -0,0 +1,53 @@ +# dwd_recharge_order 充值订单主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_recharge_order | +| 主键 | recharge_order_id | +| 扩展表 | dwd_recharge_order_ex | +| 记录数 | 455 | +| 说明 | 会员充值订单事实表，记录会员卡充值的金额、方式等信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | recharge_order_id | BIGINT | NO | PK | 充值订单 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID | +| 4 | member_id | BIGINT | YES | | 会员 ID → dim_member | +| 5 | member_name_snapshot | TEXT | YES | | 会员名称快照 | +| 6 | member_phone_snapshot | TEXT | YES | | 会员电话快照 | +| 7 | tenant_member_card_id | BIGINT | YES | | 会员卡账户 ID → dim_member_card_account | +| 8 | member_card_type_name | TEXT | YES | | 卡类型名称。**枚举值**: "储值卡", "月卡" | +| 9 | settle_relate_id | BIGINT | YES | | 结算关联 ID | +| 10 | settle_type | INTEGER | YES | | 结算类型。**枚举值**: 5=充值订单, 7=充值退款 | +| 11 | settle_name | TEXT | YES | | 结算名称。**枚举值**: "充值订单", "充值退款" | +| 12 | is_first | INTEGER | YES | | 是否首充。**枚举值**: 1=是, 2=否 | +| 13 | pay_amount | NUMERIC(18,2) | YES | | 充值金额（元，撤销为负数） | +| 14 | refund_amount | NUMERIC(18,2) | YES | | 退款金额 | +| 15 | point_amount | NUMERIC(18,2) | YES | | 积分金额 | +| 16 | cash_amount | NUMERIC(18,2) | YES | | 现金金额 | +| 17 | payment_method | INTEGER | YES | | 支付方式，暂未启用。 | +| 18 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 19 | pay_time | TIMESTAMPTZ | YES | | 支付时间 | + + +## 使用说明 + +```sql +-- 充值总额统计（不含撤销） +SELECT + member_card_type_name, + COUNT(*) AS order_count, + SUM(pay_amount) AS total_recharge +FROM billiards_dwd.dwd_recharge_order +WHERE settle_type = 5 +GROUP BY member_card_type_name; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_refund.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_refund.md new file mode 100644 index 0000000..861c06c --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_refund.md @@ -0,0 +1,45 @@ +# dwd_refund 退款流水主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_refund | +| 主键 | refund_id | +| 扩展表 | dwd_refund_ex | +| 记录数 | 45 | +| 说明 | 退款流水事实表，记录退款的金额、关联业务等信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | refund_id | BIGINT | NO | PK | 退款流水 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID | +| 4 | relate_type | INTEGER | YES | | 关联业务类型。**枚举值**: 1(7)=预付退款 , 2(31)=结账退款, 5(7)=充值退款 | +| 5 | relate_id | BIGINT | YES | | 关联业务 ID | +| 6 | pay_amount | NUMERIC(18,2) | YES | | 退款金额（元，负数） | +| 7 | channel_fee | NUMERIC(18,2) | YES | | 渠道手续费 | +| 8 | pay_time | TIMESTAMPTZ | YES | | 退款时间 | +| 9 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 10 | payment_method | INTEGER | YES | | 支付方式，暂无用途。 | +| 11 | member_id | BIGINT | YES | | 会员 ID（当前数据全为 0） | +| 12 | member_card_id | BIGINT | YES | | 会员卡 ID（当前数据全为 0） | + + +## 使用说明 + +```sql +-- 退款统计 +SELECT + relate_type, + COUNT(*) AS refund_count, + SUM(ABS(pay_amount)) AS total_refund +FROM billiards_dwd.dwd_refund +GROUP BY relate_type; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_settlement_head.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_settlement_head.md new file mode 100644 index 0000000..ddf7944 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_settlement_head.md @@ -0,0 +1,74 @@ +# dwd_settlement_head 结账头表主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_settlement_head | +| 主键 | order_settle_id | +| 扩展表 | dwd_settlement_head_ex | +| 记录数 | 23366 | +| 说明 | 结账单头表事实表，是核心交易表，记录每笔结账的消费金额、支付方式、折扣等汇总信息 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | order_settle_id | BIGINT | NO | PK | 结账单 ID | +| 2 | tenant_id | BIGINT | YES | | 租户 ID | +| 3 | site_id | BIGINT | YES | | 门店 ID → dim_site | +| 4 | site_name | VARCHAR | YES | | 门店名称。**当前值**: "朗朗桌球" | +| 5 | table_id | BIGINT | YES | | 台桌 ID → dim_table（0=非台桌订单，如商城订单） | +| 6 | settle_name | VARCHAR | YES | | 结账名称。**样本值**: "商城订单", "A区 A3", "A区 A4", "斯诺克区 S1" | +| 7 | order_trade_no | BIGINT | YES | | 订单号 | +| 8 | create_time | TIMESTAMPTZ | YES | | 创建时间 | +| 9 | pay_time | TIMESTAMPTZ | YES | | 支付时间 | +| 10 | settle_type | INTEGER | YES | | 结账类型。**枚举值**: 1=台桌结账, 3=商城订单, 6=退货订单, 7=退款订单 | +| 11 | revoke_order_id | BIGINT | YES | | 撤销订单 ID（当前数据全为 0） | +| 12 | member_id | BIGINT | YES | | 会员 ID → dim_member（0=散客，占比约 82.8%） | +| 13 | member_name | VARCHAR | YES | | 会员名称 | +| 14 | member_phone | VARCHAR | YES | | 会员电话 | +| 15 | member_card_account_id | BIGINT | YES | | 会员卡账户 ID（当前数据全为 0） | +| 16 | member_card_type_name | VARCHAR | YES | | 卡类型名称（当前数据全为空） | +| 17 | is_bind_member | BOOLEAN | YES | | 是否绑定会员。**枚举值**: False=否 | +| 18 | member_discount_amount | NUMERIC(18,2) | YES | | 会员折扣金额 | +| 19 | consume_money | NUMERIC(18,2) | YES | | 消费总金额（元） | +| 20 | table_charge_money | NUMERIC(18,2) | YES | | 台费金额 | +| 21 | goods_money | NUMERIC(18,2) | YES | | 商品金额 | +| 22 | real_goods_money | NUMERIC(18,2) | YES | | 实收商品金额 | +| 23 | assistant_pd_money | NUMERIC(18,2) | YES | | 助教陪打费用 | +| 24 | assistant_cx_money | NUMERIC(18,2) | YES | | 助教促销费用 | +| 25 | adjust_amount | NUMERIC(18,2) | YES | | 调整金额 | +| 26 | pay_amount | NUMERIC(18,2) | YES | | 实付金额 | +| 27 | balance_amount | NUMERIC(18,2) | YES | | 余额支付金额 | +| 28 | recharge_card_amount | NUMERIC(18,2) | YES | | 储值卡支付金额 | +| 29 | gift_card_amount | NUMERIC(18,2) | YES | | 礼品卡支付金额 | +| 30 | coupon_amount | NUMERIC(18,2) | YES | | 券抵扣金额 | +| 31 | rounding_amount | NUMERIC(18,2) | YES | | 抹零金额 | +| 32 | point_amount | NUMERIC(18,2) | YES | | 积分抵扣等值金额 | + + +## 使用说明 + +```sql +-- 每日营收统计 +SELECT + DATE(pay_time) AS pay_date, + COUNT(*) AS order_count, + SUM(consume_money) AS total_consume, + SUM(pay_amount) AS total_pay +FROM billiards_dwd.dwd_settlement_head +GROUP BY DATE(pay_time) +ORDER BY pay_date DESC; + +-- 台费 vs 商品 vs 助教收入 +SELECT + SUM(table_charge_money) AS table_revenue, + SUM(goods_money) AS goods_revenue, + SUM(assistant_pd_money + assistant_cx_money) AS assistant_revenue +FROM billiards_dwd.dwd_settlement_head; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_store_goods_sale.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_store_goods_sale.md new file mode 100644 index 0000000..58f8d77 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_store_goods_sale.md @@ -0,0 +1,61 @@ +# dwd_store_goods_sale 商品销售主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_store_goods_sale | +| 主键 | store_goods_sale_id | +| 扩展表 | dwd_store_goods_sale_ex | +| 记录数 | 17563 | +| 说明 | 商品销售流水事实表，记录每笔商品销售明细 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | store_goods_sale_id | BIGINT | NO | PK | 销售流水 ID | +| 2 | order_trade_no | BIGINT | YES | | 订单号 | +| 3 | order_settle_id | BIGINT | YES | | 结账单 ID → dwd_settlement_head | +| 4 | order_pay_id | BIGINT | YES | | 支付单 ID（当前数据全为 0） | +| 5 | order_goods_id | BIGINT | YES | | 订单商品 ID（0=商城订单） | +| 6 | site_id | BIGINT | YES | | 门店 ID | +| 7 | tenant_id | BIGINT | YES | | 租户 ID | +| 8 | site_goods_id | BIGINT | YES | | 门店商品 ID → dim_store_goods | +| 9 | tenant_goods_id | BIGINT | YES | | 租户商品 ID → dim_tenant_goods | +| 10 | tenant_goods_category_id | BIGINT | YES | | 商品分类 ID | +| 11 | tenant_goods_business_id | BIGINT | YES | | 业务大类 ID | +| 12 | site_table_id | BIGINT | YES | | 台桌 ID（0=商城订单，非台桌消费） | +| 13 | ledger_name | VARCHAR | YES | | 商品名称。**样本值**: "哇哈哈矿泉水", "东方树叶", "可乐" 等 | +| 14 | ledger_group_name | VARCHAR | YES | | 商品分类。**样本值**: "酒水", "零食", "香烟" 等 | +| 15 | ledger_unit_price | NUMERIC(18,2) | YES | | 单价（元） | +| 16 | ledger_count | INTEGER | YES | | 购买数量。**样本值**: 1, 2, 3, 4 等 | +| 17 | ledger_amount | NUMERIC(18,2) | YES | | 销售金额（元） | +| 18 | discount_price | NUMERIC(18,2) | YES | | 折扣金额 | +| 19 | real_goods_money | NUMERIC(18,2) | YES | | 实收金额 | +| 20 | cost_money | NUMERIC(18,2) | YES | | 成本金额 | +| 21 | ledger_status | INTEGER | YES | | 账本状态。**枚举值**: 1=已结算 | +| 22 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | +| 23 | create_time | TIMESTAMPTZ | YES | | 创建时间 | + + +## 使用说明 + +```sql +-- 热销商品排行 +SELECT + ledger_name, + ledger_group_name, + COUNT(*) AS sale_count, + SUM(ledger_count) AS total_qty, + SUM(real_goods_money) AS total_revenue +FROM billiards_dwd.dwd_store_goods_sale +WHERE is_delete = 0 +GROUP BY ledger_name, ledger_group_name +ORDER BY total_revenue DESC +LIMIT 20; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_table_fee_adjust.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_table_fee_adjust.md new file mode 100644 index 0000000..1695f13 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_table_fee_adjust.md @@ -0,0 +1,43 @@ +# dwd_table_fee_adjust 台费调整主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_table_fee_adjust | +| 主键 | table_fee_adjust_id | +| 扩展表 | dwd_table_fee_adjust_ex | +| 记录数 | 2849 | +| 说明 | 台费调整事实表，记录台费调整的金额和时间 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | table_fee_adjust_id | BIGINT | NO | PK | 台费调整 ID | +| 2 | order_trade_no | BIGINT | YES | | 订单号 | +| 3 | order_settle_id | BIGINT | YES | | 结账单 ID → dwd_settlement_head | +| 4 | tenant_id | BIGINT | YES | | 租户 ID | +| 5 | site_id | BIGINT | YES | | 门店 ID | +| 6 | table_id | BIGINT | YES | | 台桌 ID → dim_table | +| 7 | table_area_id | BIGINT | YES | | 台区 ID | +| 8 | table_area_name | VARCHAR | YES | | 台区名称（当前数据全为 NULL） | +| 9 | tenant_table_area_id | BIGINT | YES | | 租户台区 ID | +| 10 | ledger_amount | NUMERIC(18,2) | YES | | 调整金额（元） | +| 11 | ledger_status | INTEGER | YES | | 账本状态。**枚举值**: 0=待确认, 1=已确认 | +| 12 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | + +## 使用说明 + +```sql +-- 台费调整统计 +SELECT + COUNT(*) AS adjust_count, + SUM(ledger_amount) AS total_adjust +FROM billiards_dwd.dwd_table_fee_adjust +WHERE is_delete = 0 AND ledger_status = 1; +``` diff --git a/etl_billiards/docs/bd_manual/main/BD_manual_dwd_table_fee_log.md b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_table_fee_log.md new file mode 100644 index 0000000..abbd9e5 --- /dev/null +++ b/etl_billiards/docs/bd_manual/main/BD_manual_dwd_table_fee_log.md @@ -0,0 +1,64 @@ +# dwd_table_fee_log 台费流水主表 + +> 生成时间：2026-01-28 + + +## 表信息 + +| 属性 | 值 | +|------|-----| +| Schema | billiards_dwd | +| 表名 | dwd_table_fee_log | +| 主键 | table_fee_log_id | +| 扩展表 | dwd_table_fee_log_ex | +| 记录数 | 18386 | +| 说明 | 台费计费流水事实表，记录每次台桌使用的计费明细 | + +## 字段说明 + +| 序号 | 字段名 | 类型 | 可空 | 主键 | 说明 | +|------|--------|------|------|------|------| +| 1 | table_fee_log_id | BIGINT | NO | PK | 台费流水 ID | +| 2 | order_trade_no | BIGINT | YES | | 订单号 | +| 3 | order_settle_id | BIGINT | YES | | 结账单 ID → dwd_settlement_head | +| 4 | order_pay_id | BIGINT | YES | | 支付单 ID（当前数据全为 0） | +| 5 | tenant_id | BIGINT | YES | | 租户 ID | +| 6 | site_id | BIGINT | YES | | 门店 ID | +| 7 | site_table_id | BIGINT | YES | | 台桌 ID → dim_table | +| 8 | site_table_area_id | BIGINT | YES | | 台区 ID | +| 9 | site_table_area_name | VARCHAR | YES | | 台区名称。**枚举值**: "A区", "B区", "斯诺克区", "麻将房", "C区", "补时长", "VIP包厢" 等 | +| 10 | tenant_table_area_id | BIGINT | YES | | 租户级台区 ID | +| 11 | member_id | BIGINT | YES | | 会员 ID（0=散客，占比约 82.4%） | +| 12 | ledger_name | VARCHAR | YES | | 台桌名称。**样本值**: "A3", "A5", "A4", "S1", "B5", "M3" 等 | +| 13 | ledger_unit_price | NUMERIC(18,2) | YES | | 单价（元/小时），如 48.00/58.00/68.00 | +| 14 | ledger_count | INTEGER | YES | | 计费时长（秒）。**样本值**: 3600=1h, 7200=2h, 10800=3h 等 | +| 15 | ledger_amount | NUMERIC(18,2) | YES | | 计费金额（元） | +| 16 | real_table_charge_money | NUMERIC(18,2) | YES | | 实收台费金额 | +| 17 | coupon_promotion_amount | NUMERIC(18,2) | YES | | 券促销金额 | +| 18 | member_discount_amount | NUMERIC(18,2) | YES | | 会员折扣金额 | +| 19 | adjust_amount | NUMERIC(18,2) | YES | | 调整金额 | +| 20 | real_table_use_seconds | INTEGER | YES | | 实际使用时长（秒） | +| 21 | add_clock_seconds | INTEGER | YES | | 加时时长（秒），大多为 0 | +| 22 | start_use_time | TIMESTAMPTZ | YES | | 开台时间 | +| 23 | ledger_end_time | TIMESTAMPTZ | YES | | 结账时间 | +| 24 | create_time | TIMESTAMPTZ | YES | | 记录创建时间 | +| 25 | ledger_status | INTEGER | YES | | 账本状态。**枚举值**: 1=已结算 | +| 26 | is_single_order | INTEGER | YES | | 是否独立订单。**枚举值**: 0=合并订单, 1=独立订单 | +| 27 | is_delete | INTEGER | YES | | 删除标记。**枚举值**: 0=未删除 | + + +## 使用说明 + +```sql +-- 各台区台费收入统计 +SELECT + site_table_area_name, + COUNT(*) AS usage_count, + SUM(ledger_amount) AS total_fee, + SUM(real_table_charge_money) AS real_fee, + SUM(coupon_promotion_amount) AS coupon_fee +FROM billiards_dwd.dwd_table_fee_log +WHERE is_delete = 0 +GROUP BY site_table_area_name +ORDER BY total_fee DESC; +``` diff --git a/etl_billiards/docs/table_2025-12-19/_generate_assistant_tables.py b/etl_billiards/docs/table_2025-12-19/_generate_assistant_tables.py deleted file mode 100644 index 93301b6..0000000 --- a/etl_billiards/docs/table_2025-12-19/_generate_assistant_tables.py +++ /dev/null @@ -1,585 +0,0 @@ -# -*- coding: utf-8 -*- -"""生成 2025年10-12月 助教排行榜 + 助教详情表（CSV + MD）。 - -输出目录：etl_billiards/docs/table_2025-12-19 - -注意：客户流水/充值归因涉及“多助教/多订单命中”时按全额复制计入，会导致助教汇总>门店汇总，表格说明会写明。 -""" - -from __future__ import annotations - -import csv -import re -from dataclasses import dataclass -from decimal import Decimal -from pathlib import Path -from statistics import median -from typing import Any - -import psycopg2 -import psycopg2.extras - - -SITE_ID = 2790685415443269 -TZ = "Asia/Shanghai" - -WIN_OCT = ("2025-10-01 00:00:00+08", "2025-11-01 00:00:00+08") -WIN_NOV = ("2025-11-01 00:00:00+08", "2025-12-01 00:00:00+08") -WIN_DEC = ("2025-12-01 00:00:00+08", "2026-01-01 00:00:00+08") -WIN_ALL = (WIN_OCT[0], WIN_DEC[1]) - -MONTHS = [ - ("2025-10", "10月", WIN_OCT), - ("2025-11", "11月", WIN_NOV), - ("2025-12", "12月", WIN_DEC), -] - -REPO_ROOT = Path(__file__).resolve().parents[3] -ENV_PATH = REPO_ROOT / "etl_billiards" / ".env" -OUT_DIR = Path(__file__).resolve().parent - - -@dataclass(frozen=True) -class SqlBlock: - title: str - sql: str - - -def read_pg_dsn() -> str: - text = ENV_PATH.read_text(encoding="utf-8") - m = re.search(r"^PG_DSN=(.+)$", text, re.M) - if not m: - raise RuntimeError(f"未在 {ENV_PATH} 中找到 PG_DSN") - return m.group(1).strip() - - -def conn(): - return psycopg2.connect(read_pg_dsn(), connect_timeout=10) - - -def sanitize_filename(name: str) -> str: - name = name.strip() - name = re.sub(r"[<>:\"/\\|?*]+", "_", name) - name = re.sub(r"\s+", " ", name) - return name - - -def d(v: Any) -> Decimal: - if v is None: - return Decimal("0") - if isinstance(v, Decimal): - return v - return Decimal(str(v)) - - -def fmt_money(v: Any) -> str: - return f"{d(v):.2f}" - - -def fmt_hours(v: Any, digits: int = 2) -> str: - q = Decimal("1").scaleb(-digits) - return f"{d(v).quantize(q):f}h" - - -def write_csv(path: Path, title: str, description: str, header_rows: list[list[str]], rows: list[list[Any]]) -> None: - path.parent.mkdir(parents=True, exist_ok=True) - with path.open("w", newline="", encoding="utf-8") as f: - w = csv.writer(f) - w.writerow([title]) - w.writerow([description]) - w.writerow([]) - for hr in header_rows: - w.writerow(hr) - for r in rows: - w.writerow(["" if v is None else v for v in r]) - - -def write_csv_sections(path: Path, title: str, description: str, section_rows: list[list[Any]]) -> None: - path.parent.mkdir(parents=True, exist_ok=True) - with path.open("w", newline="", encoding="utf-8") as f: - w = csv.writer(f) - w.writerow([title]) - w.writerow([description]) - w.writerow([]) - for r in section_rows: - w.writerow(["" if v is None else v for v in r]) - - -def write_md(path: Path, title: str, thinking: str, description: str, sql_blocks: list[SqlBlock]) -> None: - parts: list[str] = [] - parts.append(f"# {title}\n") - parts.append("## 思考过程\n") - parts.append(thinking.strip() + "\n") - parts.append("\n## 查询说明\n") - parts.append(description.strip() + "\n") - parts.append("\n## SQL\n") - for b in sql_blocks: - parts.append(f"\n### {b.title}\n") - parts.append("```sql\n") - parts.append(b.sql.strip() + "\n") - parts.append("```\n") - path.parent.mkdir(parents=True, exist_ok=True) - path.write_text("".join(parts), encoding="utf-8") - - -def fetch_all(cur, sql: str, params: dict[str, Any]) -> list[dict[str, Any]]: - cur.execute(sql, params) - return list(cur.fetchall()) - - -def month_case(ts_expr: str) -> str: - parts = [] - for month_key, _, (ws, we) in MONTHS: - parts.append( - f"when {ts_expr} >= '{ws}'::timestamptz and {ts_expr} < '{we}'::timestamptz then '{month_key}'" - ) - return "case " + " ".join(parts) + " else null end" - - -def sql_order_base(window_start: str, window_end: str) -> str: - return f""" -with base_orders as ( - select - tfl.order_settle_id, - max(tfl.member_id) as member_id, - min(tfl.start_use_time) as order_start_time, - max(tfl.ledger_end_time) as order_end_time, - sum(tfl.ledger_amount) as table_amount - from billiards_dwd.dwd_table_fee_log tfl - where tfl.site_id = %(site_id)s - and coalesce(tfl.is_delete,0) = 0 - and tfl.start_use_time >= '{window_start}'::timestamptz - and tfl.start_use_time < '{window_end}'::timestamptz - group by tfl.order_settle_id -), -assistant_amount as ( - select - asl.order_settle_id, - sum(asl.ledger_amount) as assistant_amount - from billiards_dwd.dwd_assistant_service_log asl - join base_orders bo on bo.order_settle_id = asl.order_settle_id - where asl.site_id = %(site_id)s - and coalesce(asl.is_delete,0) = 0 - group by asl.order_settle_id -), -goods_amount as ( - select - g.order_settle_id, - sum(g.ledger_amount) as goods_amount - from billiards_dwd.dwd_store_goods_sale g - join base_orders bo on bo.order_settle_id = g.order_settle_id - where g.site_id = %(site_id)s - and coalesce(g.is_delete,0) = 0 - group by g.order_settle_id -), -orders as ( - select - bo.order_settle_id, - bo.member_id, - bo.order_start_time, - bo.order_end_time, - coalesce(bo.table_amount,0) + coalesce(a.assistant_amount,0) + coalesce(g.goods_amount,0) as order_amount - from base_orders bo - left join assistant_amount a on a.order_settle_id = bo.order_settle_id - left join goods_amount g on g.order_settle_id = bo.order_settle_id -) -""" - - -def dense_rank_desc(values: dict[str, Decimal]) -> dict[str, int]: - uniq = sorted({v for v in values.values() if v > 0}, reverse=True) - rank_map = {v: i + 1 for i, v in enumerate(uniq)} - return {k: rank_map.get(v, 0) for k, v in values.items()} - - -def calc_diff(all_values: dict[str, Decimal], current: Decimal) -> tuple[Decimal, Decimal]: - xs = [v for v in all_values.values() if v > 0] - if not xs or current <= 0: - return Decimal("0"), Decimal("0") - avg = sum(xs) / Decimal(len(xs)) - med = Decimal(str(median([float(v) for v in xs]))) - return current - avg, current - med - - -def main() -> None: - OUT_DIR.mkdir(parents=True, exist_ok=True) - - with conn() as c, c.cursor(cursor_factory=psycopg2.extras.RealDictCursor) as cur: - assistants_rows = fetch_all( - cur, - """ -select distinct nickname as assistant -from billiards_dwd.dwd_assistant_service_log -where site_id=%(site_id)s and coalesce(is_delete,0)=0 - and start_use_time >= %(window_start)s::timestamptz - and start_use_time < %(window_end)s::timestamptz -order by assistant; -""", - {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}, - ) - assistants = [r["assistant"] for r in assistants_rows if r.get("assistant")] - - # 助教-客户-月份：服务时长 - sql_svc = f""" -with raw as ( - select - asl.nickname as assistant, - asl.tenant_member_id as member_id, - {month_case('asl.start_use_time')} as month_key, - asl.order_assistant_type, - asl.income_seconds - from billiards_dwd.dwd_assistant_service_log asl - where asl.site_id=%(site_id)s and coalesce(asl.is_delete,0)=0 - and asl.start_use_time >= %(window_start)s::timestamptz - and asl.start_use_time < %(window_end)s::timestamptz - and asl.tenant_member_id is not null and asl.tenant_member_id<>0 -) -select - assistant, - member_id, - month_key, - sum(case when order_assistant_type=1 then income_seconds else 0 end)/3600.0 as base_hours, - sum(case when order_assistant_type=2 then income_seconds else 0 end)/3600.0 as extra_hours -from raw -where month_key is not null -group by assistant, member_id, month_key; -""" - svc_rows = fetch_all(cur, sql_svc, {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}) - - # 助教-客户-月份：客户流水 - sql_rev = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -, assistant_orders as ( - select distinct order_settle_id, nickname as assistant - from billiards_dwd.dwd_assistant_service_log - where site_id=%(site_id)s and coalesce(is_delete,0)=0 - and start_use_time >= %(window_start)s::timestamptz - and start_use_time < %(window_end)s::timestamptz -), -raw as ( - select - ao.assistant, - o.member_id, - {month_case('o.order_start_time')} as month_key, - o.order_amount - from orders o - join assistant_orders ao on ao.order_settle_id=o.order_settle_id - where o.member_id is not null and o.member_id<>0 -) -select - assistant, - member_id, - month_key, - sum(order_amount) as revenue_amount -from raw -where month_key is not null -group by assistant, member_id, month_key; -""" - rev_rows = fetch_all(cur, sql_rev, {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}) - - # 助教-客户-月份：充值归因 - sql_rech = f""" -with base_orders as ( - select - tfl.order_settle_id, - max(tfl.member_id) as member_id, - min(tfl.start_use_time) as table_start_time, - max(tfl.ledger_end_time) as table_end_time - from billiards_dwd.dwd_table_fee_log tfl - where tfl.site_id=%(site_id)s and coalesce(tfl.is_delete,0)=0 - and tfl.start_use_time >= %(window_start)s::timestamptz - and tfl.start_use_time < %(window_end)s::timestamptz - group by tfl.order_settle_id -), -assistant_time as ( - select - asl.order_settle_id, - min(asl.start_use_time) as assistant_start_time, - max(asl.last_use_time) as assistant_end_time - from billiards_dwd.dwd_assistant_service_log asl - join base_orders bo on bo.order_settle_id=asl.order_settle_id - where asl.site_id=%(site_id)s and coalesce(asl.is_delete,0)=0 - group by asl.order_settle_id -), -order_windows as ( - select - bo.order_settle_id, - bo.member_id, - least(bo.table_start_time, coalesce(at.assistant_start_time, bo.table_start_time)) as win_start, - greatest(bo.table_end_time, coalesce(at.assistant_end_time, bo.table_end_time)) as win_end - from base_orders bo - left join assistant_time at on at.order_settle_id=bo.order_settle_id - where bo.member_id is not null and bo.member_id<>0 -), -assistant_orders as ( - select distinct order_settle_id, nickname as assistant - from billiards_dwd.dwd_assistant_service_log - where site_id=%(site_id)s and coalesce(is_delete,0)=0 - and start_use_time >= %(window_start)s::timestamptz - and start_use_time < %(window_end)s::timestamptz -), -recharge_pay as ( - select - p.pay_time, - r.member_id, - p.pay_amount - from billiards_dwd.dwd_payment p - join billiards_dwd.dwd_recharge_order r on r.recharge_order_id=p.relate_id - where p.site_id=%(site_id)s - and p.relate_type=5 - and p.pay_status=2 - and p.pay_amount>0 - and p.pay_time >= %(window_start)s::timestamptz - and p.pay_time < %(window_end)s::timestamptz -), -matched as ( - select - rp.pay_time, - ow.order_settle_id, - ow.member_id, - rp.pay_amount - from recharge_pay rp - join order_windows ow - on ow.member_id=rp.member_id - and rp.pay_time >= ow.win_start - interval '30 minutes' - and rp.pay_time <= ow.win_end + interval '30 minutes' -), -raw as ( - select - ao.assistant, - m.member_id, - {month_case('m.pay_time')} as month_key, - m.pay_amount - from matched m - join assistant_orders ao on ao.order_settle_id=m.order_settle_id -) -select - assistant, - member_id, - month_key, - sum(pay_amount) as recharge_amount -from raw -where month_key is not null -group by assistant, member_id, month_key; -""" - rech_rows = fetch_all(cur, sql_rech, {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}) - - # 汇总：月度助教指标 - svc_map = {mk: {a: {"base": Decimal('0'), "extra": Decimal('0')} for a in assistants} for mk,_,_ in MONTHS} - for r in svc_rows: - mk = r["month_key"]; a = r["assistant"] - if mk in svc_map and a in svc_map[mk]: - svc_map[mk][a]["base"] += d(r["base_hours"]) - svc_map[mk][a]["extra"] += d(r["extra_hours"]) - - revenue_map = {mk: {a: Decimal('0') for a in assistants} for mk,_,_ in MONTHS} - for r in rev_rows: - mk = r["month_key"]; a = r["assistant"] - if mk in revenue_map and a in revenue_map[mk]: - revenue_map[mk][a] += d(r["revenue_amount"]) - - recharge_map = {mk: {a: Decimal('0') for a in assistants} for mk,_,_ in MONTHS} - for r in rech_rows: - mk = r["month_key"]; a = r["assistant"] - if mk in recharge_map and a in recharge_map[mk]: - recharge_map[mk][a] += d(r["recharge_amount"]) - - # ====== 输出4张排行榜 ====== - def write_rank(file_stem: str, title: str, desc: str, rows: list[list[Any]]): - write_csv(OUT_DIR / f"{file_stem}.csv", title, desc, [["月份", "排名", "助教昵称", "指标"]], rows) - write_md(OUT_DIR / f"{file_stem}.md", title, "按月聚合并做dense_rank排名。", desc, []) - - rows = [] - for mk,_,_ in MONTHS: - values = {a: svc_map[mk][a]["base"] for a in assistants} - ranks = dense_rank_desc(values) - for a in sorted(assistants, key=lambda x: (ranks[x] if ranks[x] else 999999, x)): - v = values[a] - if v > 0: - rows.append([mk, ranks[a], a, fmt_hours(v, 2)]) - write_rank( - "助教_基础课时长排行_2025年10-12月", - "2025年10-12月 助教基础课时长排行榜", - "口径：order_assistant_type=1，时长=income_seconds/3600（小时），按月排名。", - rows, - ) - - rows = [] - for mk,_,_ in MONTHS: - values = {a: svc_map[mk][a]["extra"] for a in assistants} - ranks = dense_rank_desc(values) - for a in sorted(assistants, key=lambda x: (ranks[x] if ranks[x] else 999999, x)): - v = values[a] - if v > 0: - rows.append([mk, ranks[a], a, fmt_hours(v, 2)]) - write_rank( - "助教_附加课时长排行_2025年10-12月", - "2025年10-12月 助教附加课(超休)时长排行榜", - "口径：order_assistant_type=2，超休时长=income_seconds/3600（小时），按月排名。", - rows, - ) - - rows = [] - for mk,_,_ in MONTHS: - values = revenue_map[mk] - ranks = dense_rank_desc(values) - for a in sorted(assistants, key=lambda x: (ranks[x] if ranks[x] else 999999, x)): - v = values[a] - if v > 0: - rows.append([mk, ranks[a], a, fmt_money(v)]) - write_rank( - "助教_客户流水排行_2025年10-12月", - "2025年10-12月 助教客户流水排行榜（全额复制口径）", - "口径：客户流水=台费+助教+商品应付金额按订单归集后，全额计入订单内每位助教；多助教会导致汇总>门店总额。", - rows, - ) - - rows = [] - for mk,_,_ in MONTHS: - values = recharge_map[mk] - ranks = dense_rank_desc(values) - for a in sorted(assistants, key=lambda x: (ranks[x] if ranks[x] else 999999, x)): - v = values[a] - if v > 0: - rows.append([mk, ranks[a], a, fmt_money(v)]) - write_rank( - "助教_客户充值归因排行_2025年10-12月", - "2025年10-12月 助教客户充值归因排行榜（全额复制口径）", - "口径：充值支付(dwd_payment.relate_type=5)在消费窗口±30分钟内命中且订单有助教，则全额计入助教；多助教/多订单命中会重复计入。", - rows, - ) - - # ====== 输出助教详情（每人一份） ====== - # 会员昵称 - cur.execute("select member_id, nickname from billiards_dwd.dim_member where scd2_is_current=1") - member_name = {r["member_id"]: (r.get("nickname") or "") for r in cur.fetchall()} - - # 索引：assistant->member->month - svc_idx = {a: {} for a in assistants} - for r in svc_rows: - a = r["assistant"]; mid = int(r["member_id"]); mk = r["month_key"] - svc_idx.setdefault(a, {}).setdefault(mid, {})[mk] = {"base": d(r["base_hours"]), "extra": d(r["extra_hours"])} - - rev_idx = {a: {} for a in assistants} - for r in rev_rows: - a = r["assistant"]; mid = int(r["member_id"]); mk = r["month_key"] - rev_idx.setdefault(a, {}).setdefault(mid, {})[mk] = d(r["revenue_amount"]) - - rech_idx = {a: {} for a in assistants} - for r in rech_rows: - a = r["assistant"]; mid = int(r["member_id"]); mk = r["month_key"] - rech_idx.setdefault(a, {}).setdefault(mid, {})[mk] = d(r["recharge_amount"]) - - for a in assistants: - safe = sanitize_filename(a) - csv_path = OUT_DIR / f"助教详情_{safe}.csv" - md_path = OUT_DIR / f"助教详情_{safe}.md" - - # 评价（简短） - base_total = sum((svc_map[mk][a]["base"] for mk,_,_ in MONTHS), Decimal('0')) - extra_total = sum((svc_map[mk][a]["extra"] for mk,_,_ in MONTHS), Decimal('0')) - rev_total = sum((revenue_map[mk][a] for mk,_,_ in MONTHS), Decimal('0')) - rech_total = sum((recharge_map[mk][a] for mk,_,_ in MONTHS), Decimal('0')) - - # 头部客户 Top100（按12月消费业绩） - members = set(rev_idx.get(a, {}).keys()) | set(svc_idx.get(a, {}).keys()) | set(rech_idx.get(a, {}).keys()) - def rev_dec(mid: int) -> Decimal: - return rev_idx.get(a, {}).get(mid, {}).get('2025-12', Decimal('0')) - top_members = sorted(members, key=lambda mid: rev_dec(mid), reverse=True)[:100] - - top3 = '、'.join([(member_name.get(mid) or str(mid)) for mid in top_members[:3]]) - assistant_review = ( - f"评价：基础{fmt_hours(base_total,1)}，附加{fmt_hours(extra_total,1)}；" - f"客户流水¥{rev_total:.2f}，充值归因¥{rech_total:.2f}；" - f"头部客户(12月)Top3：{top3 or '无'}。" - ) - - # Part1-4 - part1=[]; part2=[]; part3=[]; part4=[] - for mk, mcn, _ in MONTHS: - base_v = svc_map[mk][a]["base"] - extra_v = svc_map[mk][a]["extra"] - rev_v = revenue_map[mk][a] - rech_v = recharge_map[mk][a] - - base_all = {x: svc_map[mk][x]["base"] for x in assistants} - extra_all = {x: svc_map[mk][x]["extra"] for x in assistants} - rev_all = {x: revenue_map[mk][x] for x in assistants} - rech_all = {x: recharge_map[mk][x] for x in assistants} - - base_rank = dense_rank_desc(base_all).get(a, 0) - extra_rank = dense_rank_desc(extra_all).get(a, 0) - rev_rank = dense_rank_desc(rev_all).get(a, 0) - rech_rank = dense_rank_desc(rech_all).get(a, 0) - - base_da, base_dm = calc_diff(base_all, base_v) - extra_da, extra_dm = calc_diff(extra_all, extra_v) - rev_da, rev_dm = calc_diff(rev_all, rev_v) - rech_da, rech_dm = calc_diff(rech_all, rech_v) - - part1.append([mcn, fmt_hours(base_v,2), base_rank or "", fmt_hours(base_da,2), fmt_hours(base_dm,2)]) - part2.append([mcn, fmt_hours(extra_v,2), extra_rank or "", fmt_hours(extra_da,2), fmt_hours(extra_dm,2)]) - part3.append([mcn, fmt_money(rev_v), rev_rank or "", fmt_money(rev_da), fmt_money(rev_dm)]) - part4.append([mcn, fmt_money(rech_v), rech_rank or "", fmt_money(rech_da), fmt_money(rech_dm)]) - - # Part5 rows - part5=[] - for i, mid in enumerate(top_members, start=1): - def h_pair(month_key: str) -> str: - v = svc_idx.get(a, {}).get(mid, {}).get(month_key, {}) - return f"{fmt_hours(v.get('base',Decimal('0')),1)} / {fmt_hours(v.get('extra',Decimal('0')),1)}" - def rev_m(month_key: str) -> Decimal: - return rev_idx.get(a, {}).get(mid, {}).get(month_key, Decimal('0')) - def rech_m(month_key: str) -> Decimal: - return rech_idx.get(a, {}).get(mid, {}).get(month_key, Decimal('0')) - name = member_name.get(mid) or str(mid) - part5.append([ - i, - name, - h_pair('2025-12'), fmt_money(rev_m('2025-12')), fmt_money(rech_m('2025-12')), - h_pair('2025-11'), fmt_money(rev_m('2025-11')), fmt_money(rech_m('2025-11')), - h_pair('2025-10'), fmt_money(rev_m('2025-10')), fmt_money(rech_m('2025-10')), - ]) - - title = f"助教详情：{a}（2025年10-12月）" - desc = ( - "本表包含5个部分：基础课业绩、附加课业绩、客户消费业绩、客户充值业绩、头部客户情况。" - "均值/中位数差值对比集合为当月该指标>0的助教。" - "充值/客户流水多助教与多订单命中均按全额复制计入，故汇总可能大于门店总额。" - ) - - rows=[] - rows += [["一、基础课业绩"], ["说明：" + assistant_review], []] - rows += [["月份", "基础课业绩", "基础课业绩", "基础课业绩", "基础课业绩"], ["月份", "小时数", "排名", "平均值差值小时数", "中位数值差值小时数"]] - rows += part1 - rows += [[], ["二、附加课业绩"], ["说明：附加课=order_assistant_type=2。"], []] - rows += [["月份", "附加课业绩", "附加课业绩", "附加课业绩", "附加课业绩"], ["月份", "小时数", "排名", "平均值差值小时数", "中位数值差值小时数"]] - rows += part2 - rows += [[], ["三、客户消费业绩"], ["说明：订单台费+助教+商品应付金额全额计入订单内助教。"], []] - rows += [["月份", "客户消费业绩", "客户消费业绩", "客户消费业绩", "客户消费业绩"], ["月份", "合计元", "排名", "平均值差值元", "中位数值差值元"]] - rows += part3 - rows += [[], ["四、客户充值业绩"], ["说明：充值命中消费窗口±30分钟且有助教则归因；全额复制。"], []] - rows += [["月份", "客户充值业绩", "客户充值业绩", "客户充值业绩", "客户充值业绩"], ["月份", "合计元", "排名", "平均值差值元", "中位数值差值元"]] - rows += part4 - rows += [[], ["五、头部客户（按12月消费业绩排序，Top100）"], ["说明：基础/附加课时=基础h/附加h。"], []] - rows += [["排名", "客户名称", "12月", "12月", "12月", "11月", "11月", "11月", "10月", "10月", "10月"], - ["排名", "客户名称", "基础/附加课时", "消费业绩(元)", "客户充值(元)", "基础/附加课时", "消费业绩(元)", "客户充值(元)", "基础/附加课时", "消费业绩(元)", "客户充值(元)"]] - rows += part5 - - write_csv_sections(csv_path, title, desc, rows) - write_md( - md_path, - title, - "按模板拆分5部分输出；月度排名采用dense_rank；均值/中位数在当月该指标>0助教集合上计算。", - desc + "\n" + assistant_review, - [ - SqlBlock("服务时长（助教-客户-月份）", sql_svc), - SqlBlock("客户流水（助教-客户-月份）", sql_rev), - SqlBlock("充值归因（助教-客户-月份）", sql_rech), - ], - ) - - print(f"完成：{OUT_DIR}") - - -if __name__ == "__main__": - main() diff --git a/etl_billiards/docs/table_2025-12-19/_generate_tables.py b/etl_billiards/docs/table_2025-12-19/_generate_tables.py deleted file mode 100644 index 5bcbf63..0000000 --- a/etl_billiards/docs/table_2025-12-19/_generate_tables.py +++ /dev/null @@ -1,1087 +0,0 @@ -# -*- coding: utf-8 -*- -"""生成 2025年10-12月 报表（CSV + MD）。 - -输出目录：etl_billiards/docs/table_2025-12-19 - -重要口径（已按需求固化）： -- 门店：site_id=2790685415443269 -- 月份切割：北京时间（+08）当月1日 00:00:00 -- 消费/流水：应付金额（不扣优惠），= 台费(dwd_table_fee_log.ledger_amount) + 助教(dwd_assistant_service_log.ledger_amount) + 商品(dwd_store_goods_sale.ledger_amount) -- 助教时长：income_seconds（计费秒数）换算小时 -- 优惠：台费调账 dwd_table_fee_adjust.ledger_amount + 会员折扣 dwd_table_fee_log.member_discount_amount -- 多助教/充值归因：全额复制计入（会导致汇总>门店总额），在表格说明中提示 -""" - -from __future__ import annotations - -import csv -import re -from dataclasses import dataclass -from decimal import Decimal -from pathlib import Path -from typing import Any - -import psycopg2 -import psycopg2.extras - - -SITE_ID = 2790685415443269 -TZ = "Asia/Shanghai" - -WIN_OCT = ("2025-10-01 00:00:00+08", "2025-11-01 00:00:00+08") -WIN_NOV = ("2025-11-01 00:00:00+08", "2025-12-01 00:00:00+08") -WIN_DEC = ("2025-12-01 00:00:00+08", "2026-01-01 00:00:00+08") -WIN_ALL = (WIN_OCT[0], WIN_DEC[1]) - -MONTHS = [ - ("2025-10", "10月", WIN_OCT), - ("2025-11", "11月", WIN_NOV), - ("2025-12", "12月", WIN_DEC), -] - -REPO_ROOT = Path(__file__).resolve().parents[3] -ENV_PATH = REPO_ROOT / "etl_billiards" / ".env" -OUT_DIR = Path(__file__).resolve().parent - - -@dataclass(frozen=True) -class SqlBlock: - title: str - sql: str - - -def read_pg_dsn() -> str: - text = ENV_PATH.read_text(encoding="utf-8") - m = re.search(r"^PG_DSN=(.+)$", text, re.M) - if not m: - raise RuntimeError(f"未在 {ENV_PATH} 中找到 PG_DSN") - return m.group(1).strip() - - -def conn(): - return psycopg2.connect(read_pg_dsn(), connect_timeout=10) - - -def sanitize_filename(name: str) -> str: - name = name.strip() - name = re.sub(r"[<>:\"/\\|?*]+", "_", name) - name = re.sub(r"\s+", " ", name) - return name - - -def mask_phone(phone: str | None) -> str: - if not phone: - return "" - digits = re.sub(r"\D", "", phone) - if len(digits) < 7: - return phone - return re.sub(r"^(\d{3})\d{4}(\d+)$", r"\1****\2", digits) - - -def d(v: Any) -> Decimal: - if v is None: - return Decimal("0") - if isinstance(v, Decimal): - return v - return Decimal(str(v)) - - -def fmt_money(v: Any) -> str: - return f"{d(v):.2f}" - - -def fmt_hours(v: Any, digits: int = 1) -> str: - q = Decimal("1").scaleb(-digits) - return f"{d(v).quantize(q):f}h" - - -def write_csv(path: Path, title: str, description: str, header_rows: list[list[str]], rows: list[list[Any]]) -> None: - path.parent.mkdir(parents=True, exist_ok=True) - with path.open("w", newline="", encoding="utf-8") as f: - w = csv.writer(f) - w.writerow([title]) - w.writerow([description]) - w.writerow([]) # 说明与表头之间空 1 行 - for hr in header_rows: - w.writerow(hr) - for r in rows: - w.writerow(["" if v is None else v for v in r]) - - -def write_md(path: Path, title: str, thinking: str, description: str, sql_blocks: list[SqlBlock]) -> None: - parts: list[str] = [] - parts.append(f"# {title}\n") - parts.append("## 思考过程\n") - parts.append(thinking.strip() + "\n") - parts.append("\n## 查询说明\n") - parts.append(description.strip() + "\n") - parts.append("\n## SQL\n") - for b in sql_blocks: - parts.append(f"\n### {b.title}\n") - parts.append("```sql\n") - parts.append(b.sql.strip() + "\n") - parts.append("```\n") - path.parent.mkdir(parents=True, exist_ok=True) - path.write_text("".join(parts), encoding="utf-8") - - -def fetch_all(cur, sql: str, params: dict[str, Any]) -> list[dict[str, Any]]: - cur.execute(sql, params) - return list(cur.fetchall()) - - -def month_case(ts_expr: str) -> str: - parts = [] - for month_key, _, (ws, we) in MONTHS: - parts.append( - f"when {ts_expr} >= '{ws}'::timestamptz and {ts_expr} < '{we}'::timestamptz then '{month_key}'" - ) - return "case " + " ".join(parts) + " else null end" - - -def sql_order_base(window_start: str, window_end: str) -> str: - return f""" -with base_orders as ( - select - tfl.order_settle_id, - max(tfl.member_id) as member_id, - min(tfl.start_use_time) as order_start_time, - max(tfl.ledger_end_time) as order_end_time, - sum(tfl.ledger_amount) as table_amount, - sum(tfl.real_table_use_seconds) as table_use_seconds - from billiards_dwd.dwd_table_fee_log tfl - where tfl.site_id = %(site_id)s - and coalesce(tfl.is_delete,0) = 0 - and tfl.start_use_time >= '{window_start}'::timestamptz - and tfl.start_use_time < '{window_end}'::timestamptz - group by tfl.order_settle_id -), -assistant_info as ( - select - asl.order_settle_id, - sum(asl.ledger_amount) as assistant_amount, - min(asl.start_use_time) as assistant_start_time, - max(asl.last_use_time) as assistant_end_time - from billiards_dwd.dwd_assistant_service_log asl - join base_orders bo on bo.order_settle_id = asl.order_settle_id - where asl.site_id = %(site_id)s - and coalesce(asl.is_delete,0) = 0 - group by asl.order_settle_id -), -goods_amount as ( - select - g.order_settle_id, - sum(g.ledger_amount) as goods_amount - from billiards_dwd.dwd_store_goods_sale g - join base_orders bo on bo.order_settle_id = g.order_settle_id - where g.site_id = %(site_id)s - and coalesce(g.is_delete,0) = 0 - group by g.order_settle_id -), -orders as ( - select - bo.order_settle_id, - bo.member_id, - least(bo.order_start_time, coalesce(a.assistant_start_time, bo.order_start_time)) as order_start_time, - greatest(bo.order_end_time, coalesce(a.assistant_end_time, bo.order_end_time)) as order_end_time, - bo.table_use_seconds, - coalesce(bo.table_amount,0) + coalesce(a.assistant_amount,0) + coalesce(g.goods_amount,0) as order_amount - from base_orders bo - left join assistant_info a on a.order_settle_id = bo.order_settle_id - left join goods_amount g on g.order_settle_id = bo.order_settle_id -) -""" - - -def build_finance_discount(cur) -> None: - title = "2025年10-12月 财务优惠（会员折扣+台费调账）分布" - desc = ( - "优惠=会员折扣(dwd_table_fee_log.member_discount_amount)+台费调账(dwd_table_fee_adjust.ledger_amount)，" - "按订单归集后汇总到客户(member_id)，按订单最早开台时间切月；不含团购抵扣等其它优惠。" - ) - thinking = "用台费订单为基准关联调账表，再按客户+月份汇总，输出“谁享受了优惠”及金额分布。" - - sql = f""" -with base_orders as ( - select - tfl.order_settle_id, - max(tfl.member_id) as member_id, - min(tfl.start_use_time) as order_start_time, - sum(tfl.member_discount_amount) as member_discount_amount - from billiards_dwd.dwd_table_fee_log tfl - where tfl.site_id = %(site_id)s - and coalesce(tfl.is_delete,0) = 0 - and tfl.start_use_time >= %(window_start)s::timestamptz - and tfl.start_use_time < %(window_end)s::timestamptz - group by tfl.order_settle_id -), -adjusts as ( - select - tfa.order_settle_id, - sum(tfa.ledger_amount) as adjust_amount - from billiards_dwd.dwd_table_fee_adjust tfa - join base_orders bo on bo.order_settle_id = tfa.order_settle_id - where tfa.site_id = %(site_id)s - and coalesce(tfa.is_delete,0) = 0 - group by tfa.order_settle_id -) -, x as ( - select - bo.member_id, - {month_case('bo.order_start_time')} as month_key, - coalesce(bo.member_discount_amount,0) as member_discount_amount, - coalesce(a.adjust_amount,0) as adjust_amount - from base_orders bo - left join adjusts a on a.order_settle_id = bo.order_settle_id -) -select - member_id, - month_key, - sum(member_discount_amount) as member_discount_sum, - sum(adjust_amount) as adjust_sum -from x -where month_key is not null -group by member_id, month_key; -""" - - rows = fetch_all( - cur, - sql, - {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}, - ) - - member_ids = sorted({r["member_id"] for r in rows if r["member_id"] not in (None, 0)}) - cur.execute( - """ -select member_id, nickname, mobile, member_card_grade_name -from billiards_dwd.dim_member -where scd2_is_current=1 and member_id = any(%(ids)s) -""", - {"ids": member_ids}, - ) - member_map = {r["member_id"]: {"name": (r.get("nickname") or ""), "mobile": (r.get("mobile") or ""), "vip": (r.get("member_card_grade_name") or "")} for r in cur.fetchall()} - - per_member: dict[int, dict[str, Decimal]] = {} - for r in rows: - mid = r["member_id"] - if not mid or mid == 0: - continue - per_member.setdefault(mid, {}) - mk = r["month_key"] - per_member[mid][f"{mk}_member"] = d(r["member_discount_sum"]) - per_member[mid][f"{mk}_adjust"] = d(r["adjust_sum"]) - - out_rows: list[list[Any]] = [] - for mid, info_d in per_member.items(): - info = member_map.get(mid, {"name": "", "mobile": "", "vip": ""}) - row: list[Any] = [info["name"], mask_phone(info["mobile"]), info["vip"]] - total = Decimal("0") - for mk, _, _ in MONTHS: - md = info_d.get(f"{mk}_member", Decimal("0")) - ad = info_d.get(f"{mk}_adjust", Decimal("0")) - row += [fmt_money(md), fmt_money(ad), fmt_money(md + ad)] - total += md + ad - row.append(fmt_money(total)) - out_rows.append(row) - - out_rows.sort(key=lambda r: Decimal(r[-1]), reverse=True) - - csv_path = OUT_DIR / "财务_优惠分布_2025年10-12月.csv" - md_path = OUT_DIR / "财务_优惠分布_2025年10-12月.md" - - write_csv( - csv_path, - title, - desc, - [ - [ - "客户名称", - "手机号(脱敏)", - "VIP卡/等级", - "10月", - "10月", - "10月", - "11月", - "11月", - "11月", - "12月", - "12月", - "12月", - "10-12月", - ], - [ - "客户名称", - "手机号(脱敏)", - "VIP卡/等级", - "会员折扣(元)", - "台费调账(元)", - "合计优惠(元)", - "会员折扣(元)", - "台费调账(元)", - "合计优惠(元)", - "会员折扣(元)", - "台费调账(元)", - "合计优惠(元)", - "合计优惠(元)", - ], - ], - out_rows, - ) - - write_md(md_path, title, thinking, desc, [SqlBlock("优惠分布（客户+月份）", sql)]) - - -def build_customer_top100(cur) -> list[int]: - title_total = "2025年10-12月 客户消费能力Top100（总表）" - title_split = "2025年10-12月 客户消费能力Top100（分表）" - - desc_total = ( - "消费=台费(dwd_table_fee_log.ledger_amount)+助教(dwd_assistant_service_log.ledger_amount)+商品(dwd_store_goods_sale.ledger_amount)，均为应付金额（不扣优惠），以台费订单为基准串联；" - "充值=充值支付流水(dwd_payment.relate_type=5, pay_status=2, pay_amount>0)按支付时间切月；" - "储值卡未使用金额=当前有效储值卡余额之和(dim_member_card_account.balance, member_card_type_name='储值卡')；" - "喜爱助教=基础课时长+附加课时长*1.5（income_seconds换算小时），总表按10-12月汇总Top5。" - ) - desc_split = "与总表同口径；分表仅计算12月喜爱助教Top5，并展示10-12月各月消费/充值。" - - thinking = ( - "以台费订单为基准汇总三类明细，满足应付金额口径，并输出Top100客户的消费/充值/助教偏好。" - "按你的要求，先生成评价为空的版本，再在脚本末尾回填评价。" - ) - - sql_top100 = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + """ -select - o.member_id, - sum(o.order_amount) as consume_total, - count(*) as order_cnt -from orders o -where o.member_id is not null and o.member_id <> 0 -group by o.member_id -order by consume_total desc -limit 100; -""" - - sql_monthly_consume = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -, x as ( - select - o.member_id, - {month_case('o.order_start_time')} as month_key, - o.order_amount - from orders o - where o.member_id is not null and o.member_id <> 0 -) -select - member_id, - month_key, - sum(order_amount) as consume_sum -from x -where month_key is not null -group by member_id, month_key; -""" - - sql_monthly_recharge = f""" -with pay as ( - select - p.pay_time, - r.member_id, - p.pay_amount - from billiards_dwd.dwd_payment p - join billiards_dwd.dwd_recharge_order r on r.recharge_order_id = p.relate_id - where p.site_id = %(site_id)s - and p.relate_type = 5 - and p.pay_status = 2 - and p.pay_amount > 0 - and p.pay_time >= %(window_start)s::timestamptz - and p.pay_time < %(window_end)s::timestamptz -) -, x as ( - select - member_id, - {month_case('pay_time')} as month_key, - pay_amount - from pay -) -select - member_id, - month_key, - sum(pay_amount) as recharge_sum -from x -where month_key is not null -group by member_id, month_key; -""" - - sql_fav_all = f""" -with x as ( - select - asl.tenant_member_id as member_id, - asl.nickname as assistant_nickname, - sum(case when asl.order_assistant_type=1 then asl.income_seconds else asl.income_seconds*1.5 end) / 3600.0 as weighted_hours - from billiards_dwd.dwd_assistant_service_log asl - where asl.site_id = %(site_id)s - and coalesce(asl.is_delete,0)=0 - and asl.tenant_member_id is not null and asl.tenant_member_id <> 0 - and asl.start_use_time >= %(window_start)s::timestamptz - and asl.start_use_time < %(window_end)s::timestamptz - group by asl.tenant_member_id, asl.nickname -), -ranked as ( - select *, row_number() over(partition by member_id order by weighted_hours desc) as rn - from x -) -select - member_id, - string_agg(assistant_nickname || '(' || to_char(round(weighted_hours::numeric, 1), 'FM999999990.0') || 'h)', '、' order by weighted_hours desc) as fav5 -from ranked -where rn <= 5 -group by member_id; -""" - - sql_stored_value = """ -select - tenant_member_id as member_id, - sum(balance) as stored_value_balance -from billiards_dwd.dim_member_card_account -where scd2_is_current=1 - and coalesce(is_delete,0)=0 - and member_card_type_name='储值卡' - and tenant_member_id = any(%(ids)s) -group by tenant_member_id; -""" - - # 评价字段：画像查询（仅用于生成评价文本，不影响Top100口径） - sql_review_profile = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -select - o.member_id, - count(*) as orders, - avg(o.order_amount) as avg_order, - sum(o.table_use_seconds)/3600.0 as play_hours, - avg(o.table_use_seconds)/3600.0 as avg_play_hours, - min((o.order_start_time at time zone '{TZ}')::date) as first_visit_day, - max((o.order_start_time at time zone '{TZ}')::date) as last_visit_day, - count(distinct (o.order_start_time at time zone '{TZ}')::date) as visit_days, - sum(case when o.order_start_time >= '{WIN_OCT[0]}'::timestamptz and o.order_start_time < '{WIN_OCT[1]}'::timestamptz then 1 else 0 end) as orders_oct, - sum(case when o.order_start_time >= '{WIN_NOV[0]}'::timestamptz and o.order_start_time < '{WIN_NOV[1]}'::timestamptz then 1 else 0 end) as orders_nov, - sum(case when o.order_start_time >= '{WIN_DEC[0]}'::timestamptz and o.order_start_time < '{WIN_DEC[1]}'::timestamptz then 1 else 0 end) as orders_dec -from orders o -where o.member_id = any(%(ids)s) -group by o.member_id; -""" - - sql_review_time = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -, t as ( - select - o.member_id, - extract(hour from (o.order_start_time at time zone '{TZ}')) - + extract(minute from (o.order_start_time at time zone '{TZ}'))/60.0 - + extract(second from (o.order_start_time at time zone '{TZ}'))/3600.0 as arrive_h, - extract(hour from (o.order_end_time at time zone '{TZ}')) - + extract(minute from (o.order_end_time at time zone '{TZ}'))/60.0 - + extract(second from (o.order_end_time at time zone '{TZ}'))/3600.0 as leave_h_raw - from orders o - where o.member_id = any(%(ids)s) -), -tt as ( - select - member_id, - arrive_h, - case when leave_h_raw < arrive_h then leave_h_raw + 24 else leave_h_raw end as leave_h - from t -) -select - member_id, - avg(arrive_h) as arrive_avg_h, - percentile_cont(0.5) within group (order by arrive_h) as arrive_med_h, - avg(leave_h) as leave_avg_h, - percentile_cont(0.5) within group (order by leave_h) as leave_med_h -from tt -group by member_id; -""" - - sql_review_pref = """ -select - tfl.member_id, - coalesce(tfl.site_table_area_name,'') as site_table_area_name, - sum(tfl.real_table_use_seconds)/3600.0 as hours -from billiards_dwd.dwd_table_fee_log tfl -where tfl.site_id=%(site_id)s and coalesce(tfl.is_delete,0)=0 - and tfl.start_use_time >= %(window_start)s::timestamptz and tfl.start_use_time < %(window_end)s::timestamptz - and tfl.member_id = any(%(ids)s) -group by tfl.member_id, site_table_area_name; -""" - - sql_review_goods = """ -with base_orders as ( - select order_settle_id, max(member_id) as member_id - from billiards_dwd.dwd_table_fee_log - where site_id=%(site_id)s and coalesce(is_delete,0)=0 - and start_use_time >= %(window_start)s::timestamptz and start_use_time < %(window_end)s::timestamptz - group by order_settle_id -) -select - bo.member_id, - g.ledger_name, - sum(g.ledger_count) as qty, - sum(g.ledger_amount) as amount -from base_orders bo -join billiards_dwd.dwd_store_goods_sale g on g.order_settle_id = bo.order_settle_id -where g.site_id=%(site_id)s and coalesce(g.is_delete,0)=0 - and bo.member_id = any(%(ids)s) -group by bo.member_id, g.ledger_name; -""" - - sql_review_visits = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -select - o.member_id, - (o.order_start_time at time zone '{TZ}')::date as visit_date, - count(*) as orders, - sum(o.order_amount) as amount -from orders o -where o.member_id = any(%(ids)s) -group by o.member_id, visit_date -order by o.member_id, visit_date; -""" - - sql_fav_dec = sql_fav_all.replace("%(window_start)s", "'2025-12-01 00:00:00+08'").replace( - "%(window_end)s", "'2026-01-01 00:00:00+08'" - ) - - top100 = fetch_all(cur, sql_top100, {"site_id": SITE_ID}) - top_ids = [r["member_id"] for r in top100] - - cur.execute( - """ -select member_id, nickname, mobile, member_card_grade_name -from billiards_dwd.dim_member -where scd2_is_current=1 and member_id = any(%(ids)s) -""", - {"ids": top_ids}, - ) - info_map = {r["member_id"]: {"name": (r.get("nickname") or ""), "mobile": (r.get("mobile") or ""), "vip": (r.get("member_card_grade_name") or "")} for r in cur.fetchall()} - - balances = fetch_all(cur, sql_stored_value, {"ids": top_ids}) - balance_map = {r["member_id"]: d(r["stored_value_balance"]) for r in balances} - - monthly_consume = fetch_all(cur, sql_monthly_consume, {"site_id": SITE_ID}) - monthly_recharge = fetch_all(cur, sql_monthly_recharge, {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}) - fav_all = fetch_all(cur, sql_fav_all, {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1]}) - fav_dec = fetch_all(cur, sql_fav_dec, {"site_id": SITE_ID}) - - consume_map: dict[int, dict[str, Decimal]] = {} - for r in monthly_consume: - consume_map.setdefault(r["member_id"], {})[r["month_key"]] = d(r["consume_sum"]) - - recharge_map: dict[int, dict[str, Decimal]] = {} - for r in monthly_recharge: - recharge_map.setdefault(r["member_id"], {})[r["month_key"]] = d(r["recharge_sum"]) - - fav_all_map = {r["member_id"]: (r["fav5"] or "") for r in fav_all} - fav_dec_map = {r["member_id"]: (r["fav5"] or "") for r in fav_dec} - - rows_total: list[list[Any]] = [] - rows_split: list[list[Any]] = [] - - for idx, r in enumerate(top100, start=1): - mid = r["member_id"] - info = info_map.get(mid, {"name": "", "mobile": "", "vip": ""}) - total_rech = sum(recharge_map.get(mid, {}).values()) if recharge_map.get(mid) else Decimal("0") - rows_total.append([ - idx, - info["name"], - mask_phone(info["mobile"]), - fav_all_map.get(mid, ""), - fmt_money(r["consume_total"]), - fmt_money(total_rech), - fmt_money(balance_map.get(mid, Decimal("0"))), - "", # 评价后续回填 - ]) - - c = consume_map.get(mid, {}) - rc = recharge_map.get(mid, {}) - rows_split.append([ - idx, - info["name"], - mask_phone(info["mobile"]), - fav_dec_map.get(mid, ""), - fmt_money(c.get("2025-12", Decimal("0"))), - fmt_money(rc.get("2025-12", Decimal("0"))), - fmt_money(c.get("2025-11", Decimal("0"))), - fmt_money(rc.get("2025-11", Decimal("0"))), - fmt_money(c.get("2025-10", Decimal("0"))), - fmt_money(rc.get("2025-10", Decimal("0"))), - ]) - - csv_total = OUT_DIR / "客户_Top100_2025年10-12月_总表.csv" - md_total = OUT_DIR / "客户_Top100_2025年10-12月_总表.md" - write_csv( - csv_total, - title_total, - desc_total, - [ - ["排名", "客户名称", "电话号码", "10月-12月", "10月-12月", "10月-12月", "当前", "评价"], - ["排名", "客户名称", "电话号码", "喜爱助教昵称", "总消费(元)", "总充值(元)", "储值卡未使用金额(元)", "评价"], - ], - rows_total, - ) - write_md( - md_total, - title_total, - thinking, - desc_total, - [ - SqlBlock("Top100（按消费总额）", sql_top100), - SqlBlock("按月消费汇总", sql_monthly_consume), - SqlBlock("按月充值汇总", sql_monthly_recharge), - SqlBlock("储值卡未使用金额（当前余额汇总）", sql_stored_value), - SqlBlock("喜爱助教Top5（10-12月）", sql_fav_all), - SqlBlock("评价画像：订单/时长/到店日期", sql_review_profile), - SqlBlock("评价画像：到店/离店时间（小时）", sql_review_time), - SqlBlock("评价画像：球台分区偏好（按时长）", sql_review_pref), - SqlBlock("评价画像：商品明细（名称+数量）", sql_review_goods), - SqlBlock("评价画像：到店日期明细（用于周期/近期分析）", sql_review_visits), - ], - ) - - csv_split = OUT_DIR / "客户_Top100_2025年10-12月_分表.csv" - md_split = OUT_DIR / "客户_Top100_2025年10-12月_分表.md" - write_csv( - csv_split, - title_split, - desc_split, - [ - ["排名", "客户名称", "电话号码", "12月", "12月", "12月", "11月", "11月", "10月", "10月"], - ["排名", "客户名称", "电话号码", "喜爱助教昵称", "消费(元)", "充值(元)", "消费(元)", "充值(元)", "消费(元)", "充值(元)"], - ], - rows_split, - ) - write_md( - md_split, - title_split, - thinking, - desc_split, - [ - SqlBlock("Top100（按消费总额）", sql_top100), - SqlBlock("按月消费汇总", sql_monthly_consume), - SqlBlock("按月充值汇总", sql_monthly_recharge), - SqlBlock("喜爱助教Top5（仅12月）", sql_fav_dec), - ], - ) - - return top_ids - - -def backfill_customer_reviews(cur, top_ids: list[int]) -> None: - def csv_safe_text(text: str) -> str: - return (text or "").replace(",", "，").replace("\r", " ").replace("\n", " ").strip() - - def fmt_clock_time(v: Any, *, prefix_next_day: bool) -> str: - if v is None: - return "" - minutes = int((d(v) * 60).to_integral_value(rounding="ROUND_HALF_UP")) - is_next_day = minutes >= 24 * 60 - minutes = minutes % (24 * 60) - hh = minutes // 60 - mm = minutes % 60 - base = f"{hh:02d}:{mm:02d}" - if is_next_day and prefix_next_day: - return f"次日{base}" - return base - - def norm_area(name: str | None) -> str: - s = (name or "").strip() - if not s: - return "未知" - m = re.search(r"([A-Z])区", s) - if m: - return f"{m.group(1)}区" - if "斯诺克" in s: - return "S区/斯诺克" - if "麻将" in s: - return "麻将" - if "K包" in s or "VIP" in s or "包厢" in s: - return "包厢" - if "团建" in s: - return "团建" - return s - - # 画像（订单维度：订单、时长、到离店时间、到店日期分布） - sql_profile = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -, order_ext as ( - select - o.*, - extract(epoch from (o.order_end_time - o.order_start_time)) as stay_seconds - from orders o -) -select - o.member_id, - count(*) as orders, - avg(o.order_amount) as avg_order, - sum(o.table_use_seconds)/3600.0 as play_hours, - avg(o.table_use_seconds)/3600.0 as avg_play_hours, - sum(case when o.order_start_time >= '{WIN_DEC[0]}'::timestamptz and o.order_start_time < '{WIN_DEC[1]}'::timestamptz then coalesce(o.table_use_seconds,0) else 0 end)/3600.0 as play_hours_dec, - min((o.order_start_time at time zone '{TZ}')::date) as first_visit_day, - max((o.order_start_time at time zone '{TZ}')::date) as last_visit_day, - count(distinct (o.order_start_time at time zone '{TZ}')::date) as visit_days, - count(distinct case when o.order_start_time >= '{WIN_DEC[0]}'::timestamptz and o.order_start_time < '{WIN_DEC[1]}'::timestamptz then (o.order_start_time at time zone '{TZ}')::date else null end) as visit_days_dec, - sum(case when o.order_start_time >= '{WIN_OCT[0]}'::timestamptz and o.order_start_time < '{WIN_OCT[1]}'::timestamptz then 1 else 0 end) as orders_oct, - sum(case when o.order_start_time >= '{WIN_NOV[0]}'::timestamptz and o.order_start_time < '{WIN_NOV[1]}'::timestamptz then 1 else 0 end) as orders_nov, - sum(case when o.order_start_time >= '{WIN_DEC[0]}'::timestamptz and o.order_start_time < '{WIN_DEC[1]}'::timestamptz then 1 else 0 end) as orders_dec, - sum(coalesce(o.stay_seconds,0))/3600.0 as stay_hours_total, - sum(case when o.order_start_time >= '{WIN_DEC[0]}'::timestamptz and o.order_start_time < '{WIN_DEC[1]}'::timestamptz then coalesce(o.stay_seconds,0) else 0 end)/3600.0 as stay_hours_dec -from order_ext o -where o.member_id = any(%(ids)s) -group by o.member_id; -""" - - sql_time = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -, t as ( - select - o.member_id, - extract(hour from (o.order_start_time at time zone '{TZ}')) - + extract(minute from (o.order_start_time at time zone '{TZ}'))/60.0 - + extract(second from (o.order_start_time at time zone '{TZ}'))/3600.0 as arrive_h, - extract(hour from (o.order_end_time at time zone '{TZ}')) - + extract(minute from (o.order_end_time at time zone '{TZ}'))/60.0 - + extract(second from (o.order_end_time at time zone '{TZ}'))/3600.0 as leave_h_raw - from orders o - where o.member_id = any(%(ids)s) -), -tt as ( - select - member_id, - arrive_h, - case when leave_h_raw < arrive_h then leave_h_raw + 24 else leave_h_raw end as leave_h - from t -) -select - member_id, - avg(arrive_h) as arrive_avg_h, - percentile_cont(0.5) within group (order by arrive_h) as arrive_med_h, - avg(leave_h) as leave_avg_h, - percentile_cont(0.5) within group (order by leave_h) as leave_med_h -from tt -group by member_id; -""" - - prof = fetch_all(cur, sql_profile, {"site_id": SITE_ID, "ids": top_ids}) - prof_map = {r["member_id"]: r for r in prof} - - times = fetch_all(cur, sql_time, {"site_id": SITE_ID, "ids": top_ids}) - time_map = {r["member_id"]: r for r in times} - - # 偏好（按球台分区小时） - sql_pref = f""" -select - tfl.member_id, - coalesce(tfl.site_table_area_name,'') as site_table_area_name, - sum(tfl.real_table_use_seconds)/3600.0 as hours -from billiards_dwd.dwd_table_fee_log tfl -where tfl.site_id=%(site_id)s and coalesce(tfl.is_delete,0)=0 - and tfl.start_use_time >= %(window_start)s::timestamptz and tfl.start_use_time < %(window_end)s::timestamptz - and tfl.member_id = any(%(ids)s) -group by tfl.member_id, site_table_area_name; -""" - - prefs = fetch_all( - cur, - sql_pref, - {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1], "ids": top_ids}, - ) - pref_map: dict[int, list[dict[str, Any]]] = {} - for r in prefs: - pref_map.setdefault(r["member_id"], []).append(r) - - # 商品（名称+数量） - sql_food = """ -with base_orders as ( - select order_settle_id, max(member_id) as member_id - from billiards_dwd.dwd_table_fee_log - where site_id=%(site_id)s and coalesce(is_delete,0)=0 - and start_use_time >= %(window_start)s::timestamptz and start_use_time < %(window_end)s::timestamptz - group by order_settle_id -) -select - bo.member_id, - g.ledger_name, - sum(g.ledger_count) as qty, - sum(g.ledger_amount) as amount -from base_orders bo -join billiards_dwd.dwd_store_goods_sale g on g.order_settle_id = bo.order_settle_id -where g.site_id=%(site_id)s and coalesce(g.is_delete,0)=0 - and bo.member_id = any(%(ids)s) -group by bo.member_id, g.ledger_name; -""" - - foods = fetch_all( - cur, - sql_food, - {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1], "ids": top_ids}, - ) - food_map: dict[int, list[dict[str, Any]]] = {} - for r in foods: - food_map.setdefault(r["member_id"], []).append(r) - - sql_visits = sql_order_base(WIN_ALL[0], WIN_ALL[1]) + f""" -select - o.member_id, - (o.order_start_time at time zone '{TZ}')::date as visit_date, - count(*) as orders, - sum(o.order_amount) as amount -from orders o -where o.member_id = any(%(ids)s) -group by o.member_id, visit_date -order by o.member_id, visit_date; -""" - visits = fetch_all(cur, sql_visits, {"site_id": SITE_ID, "ids": top_ids}) - visit_map: dict[int, list[dict[str, Any]]] = {} - for r in visits: - visit_map.setdefault(r["member_id"], []).append(r) - - # 喜爱助教（10-12月） - sql_fav = f""" -with x as ( - select - asl.tenant_member_id as member_id, - asl.nickname as assistant_nickname, - sum(case when asl.order_assistant_type=1 then asl.income_seconds else asl.income_seconds*1.5 end) / 3600.0 as weighted_hours - from billiards_dwd.dwd_assistant_service_log asl - where asl.site_id = %(site_id)s - and coalesce(asl.is_delete,0)=0 - and asl.tenant_member_id = any(%(ids)s) - and asl.start_use_time >= %(window_start)s::timestamptz - and asl.start_use_time < %(window_end)s::timestamptz - group by asl.tenant_member_id, asl.nickname -), -ranked as ( - select *, row_number() over(partition by member_id order by weighted_hours desc) as rn - from x -) -select - member_id, - string_agg(assistant_nickname || '(' || to_char(round(weighted_hours::numeric, 1), 'FM999999990.0') || 'h)', '、' order by weighted_hours desc) as fav5 -from ranked -where rn <= 5 -group by member_id; -""" - - favs = fetch_all(cur, sql_fav, {"site_id": SITE_ID, "window_start": WIN_ALL[0], "window_end": WIN_ALL[1], "ids": top_ids}) - fav_map = {r["member_id"]: (r["fav5"] or "") for r in favs} - - # 到店周期中位（天）与排名：以 Top100 为比较集合；值越小表示到店越频繁，排名越靠前 - gap_med_all: dict[int, int] = {} - gap_med_dec: dict[int, int] = {} - for mid in top_ids: - vrows = visit_map.get(mid, []) - dates_all = [r.get("visit_date") for r in vrows if r.get("visit_date")] - gaps_all: list[int] = [] - for d1, d2 in zip(dates_all, dates_all[1:]): - gaps_all.append((d2 - d1).days) - if gaps_all: - gaps_sorted = sorted(gaps_all) - gap_med_all[mid] = gaps_sorted[len(gaps_sorted) // 2] - - dates_dec = [d for d in dates_all if d.year == 2025 and d.month == 12] - gaps_dec: list[int] = [] - for d1, d2 in zip(dates_dec, dates_dec[1:]): - gaps_dec.append((d2 - d1).days) - if gaps_dec: - gaps_sorted = sorted(gaps_dec) - gap_med_dec[mid] = gaps_sorted[len(gaps_sorted) // 2] - - def dense_rank(values: list[tuple[int, Any]], *, reverse: bool) -> dict[int, int]: - sorted_vals = sorted(values, key=lambda kv: kv[1], reverse=reverse) - out: dict[int, int] = {} - last_v = None - rank = 0 - for mid, v in sorted_vals: - if last_v is None or v != last_v: - rank += 1 - last_v = v - out[mid] = rank - return out - - gap_rank_all = dense_rank([(mid, v) for mid, v in gap_med_all.items()], reverse=False) - gap_rank_dec = dense_rank([(mid, v) for mid, v in gap_med_dec.items()], reverse=False) - - # 在店时长：用台费使用时长（real_table_use_seconds 汇总到 orders.table_use_seconds）作为“在店时长”近似 - play_rank_all = dense_rank( - [(mid, d(prof_map.get(mid, {}).get("play_hours"))) for mid in top_ids if d(prof_map.get(mid, {}).get("play_hours")) > 0], - reverse=True, - ) - play_rank_dec = dense_rank( - [(mid, d(prof_map.get(mid, {}).get("play_hours_dec"))) for mid in top_ids if d(prof_map.get(mid, {}).get("play_hours_dec")) > 0], - reverse=True, - ) - - def build_review( - mid: int, - rank: int, - consume_total: Decimal, - recharge_total: Decimal, - stored_value_balance: Decimal, - ) -> str: - p = prof_map.get(mid) or {} - orders = int(p.get("orders") or 0) - if orders <= 0: - return "" - avg_order = d(p.get("avg_order")) - play_h = d(p.get("play_hours")) - avg_play_h = d(p.get("avg_play_hours")) - - # 偏好：球台分区Top（按时长） - areas_raw = pref_map.get(mid, []) - area_hours: dict[str, Decimal] = {} - for r in areas_raw: - label = norm_area(r.get("site_table_area_name")) - area_hours[label] = area_hours.get(label, Decimal("0")) + d(r.get("hours")) - area_items = sorted(area_hours.items(), key=lambda kv: kv[1], reverse=True) - area_total = sum((v for _, v in area_items), Decimal("0")) - pref_text = "" - if area_total > 0 and area_items: - top_parts = [] - for label, hours in area_items[:4]: - pct = (hours / area_total * 100).quantize(Decimal("1.0")) - top_parts.append(f"{label}({pct}%)") - pref_text = "、".join(top_parts) - - # 时间：到店/离店（小时） - t = time_map.get(mid) or {} - time_text = "" - if t: - a_avg = fmt_clock_time(t.get("arrive_avg_h"), prefix_next_day=False) - a_med = fmt_clock_time(t.get("arrive_med_h"), prefix_next_day=False) - l_avg = fmt_clock_time(t.get("leave_avg_h"), prefix_next_day=True) - l_med = fmt_clock_time(t.get("leave_med_h"), prefix_next_day=True) - if a_avg and a_med and l_avg and l_med: - time_text = f"到店均值{a_avg} 中位{a_med}；离店均值{l_avg} 中位{l_med}" - - # 商品：名称+数量+金额 - foods_ = food_map.get(mid, []) - foods_.sort(key=lambda r: d(r["amount"]), reverse=True) - goods_total = sum((d(r["amount"]) for r in foods_), Decimal("0")) - goods_text = "" - if foods_: - parts = [] - for r in foods_[:6]: - name = csv_safe_text(str(r.get("ledger_name") or "")) - qty = d(r.get("qty")) - amt = d(r.get("amount")) - if not name: - continue - qty_i = int(qty) if qty == qty.to_integral_value() else qty - parts.append(f"{name}×{qty_i}(¥{amt:.2f})") - if parts: - goods_text = "、".join(parts) - if consume_total > 0 and goods_total > 0: - ratio = (goods_total / consume_total * 100).quantize(Decimal("1.0")) - goods_text = f"{goods_text}（商品合计¥{goods_total:.2f} 占比{ratio}%）" - - # 到店周期/近期分布（按到店日期） - vrows = visit_map.get(mid, []) - visit_dates = [r.get("visit_date") for r in vrows if r.get("visit_date")] - last_day = p.get("last_visit_day") - visit_days = int(p.get("visit_days") or 0) - visit_days_dec = int(p.get("visit_days_dec") or 0) - orders_dec = int(p.get("orders_dec") or 0) - - # 趋势：按月订单数粗略判断（仅Top100客户画像用途） - orders_oct = int(p.get("orders_oct") or 0) - orders_nov = int(p.get("orders_nov") or 0) - orders_dec2 = int(p.get("orders_dec") or 0) - if orders_dec2 > orders_nov >= orders_oct: - trend = "10-12月到店频次上升，12月更活跃" - elif orders_oct > orders_nov > orders_dec2: - trend = "10-12月到店频次下降，建议重点唤醒" - elif orders_dec2 >= orders_oct and orders_dec2 >= orders_nov: - trend = "12月为高峰月，具备加深运营空间" - else: - trend = "到店频次波动，建议按常用时段做稳定触达" - - # 运营建议（尽量简短、可执行） - advice_parts: list[str] = [] - if stored_value_balance <= 0 and recharge_total > 0: - advice_parts.append("关注是否为临时充值型，建议引导储值梯度与权益") - if stored_value_balance > 0 and stored_value_balance < Decimal("500"): - advice_parts.append("储值余额偏低，建议在其常用时段做补能引导") - if stored_value_balance >= Decimal("10000"): - advice_parts.append("储值余额充足，可提供包厢/团建档期与专属权益") - if pref_text and ("包厢" in pref_text or "团建" in pref_text): - advice_parts.append("重点维护包厢/团建需求，提前锁档与套餐化") - if goods_total >= Decimal("2000"): - advice_parts.append("商品贡献高，可做常购商品补货提醒与组合促销") - if not advice_parts: - advice_parts.append("保持常用时段的稳定服务供给，提升复购粘性") - advice = "；".join(advice_parts[:3]) - - # 综合（按你给的格式组织；排名基于Top100集合） - gap_rank_all_text = f"#{gap_rank_all.get(mid)}" if gap_rank_all.get(mid) else "—" - gap_rank_dec_text = f"#{gap_rank_dec.get(mid)}" if gap_rank_dec.get(mid) else "—" - play_rank_all_text = f"#{play_rank_all.get(mid)}" if play_rank_all.get(mid) else "—" - play_rank_dec_text = f"#{play_rank_dec.get(mid)}" if play_rank_dec.get(mid) else "—" - - composite_lines = [] - composite_lines.append( - f"10-12月到店消费{visit_days}天/{orders}次，到店周期中位{gap_rank_all_text}，消费排名#{rank}，在店时长{play_rank_all_text}" - ) - composite_lines.append( - f"12月到店消费{visit_days_dec}天/{orders_dec}次，到店周期中位{gap_rank_dec_text}，消费排名#{rank}，在店时长{play_rank_dec_text}" - ) - if last_day: - composite_lines.append(f"最近到店{last_day}") - composite_lines.append(f"趋势：{trend}") - composite_lines.append(f"围客与客户运营建议：{advice}") - - parts = [ - f"订单：{orders}单，平均单次¥{avg_order:.2f}", - f"打球：{fmt_hours(play_h,1)}，平均单次{fmt_hours(avg_play_h,1)}", - ] - if pref_text: - parts.append(f"偏好：{pref_text}") - if time_text: - parts.append(f"时间：{time_text}") - if goods_text: - parts.append(f"商品：{goods_text}") - parts.append("综合：" + "；".join([x for x in composite_lines if x])) - - return csv_safe_text("；".join([p for p in parts if p])) - - # 回写 CSV（保留原有总消费/总充值/储值余额/助教偏好，只更新评价列） - csv_total = OUT_DIR / "客户_Top100_2025年10-12月_总表.csv" - if not csv_total.exists(): - return - - lines = csv_total.read_text(encoding="utf-8").splitlines() - # CSV：前3行是标题、说明、空行；接着2行表头；后面是数据 - head = lines[:5] - data_lines = lines[5:] - - # 解析数据行（简单 split，避免引号复杂情况：本脚本生成的行不含逗号） - new_data = [] - for idx, line in enumerate(data_lines, start=1): - cols = line.split(",") - if len(cols) < 8: - new_data.append(line) - continue - # 按排名映射 member_id - rank = int(cols[0]) - mid = top_ids[rank - 1] if 0 < rank <= len(top_ids) else None - if mid: - consume_total = d(cols[4]) - recharge_total = d(cols[5]) - stored_value_balance = d(cols[6]) - cols[7] = build_review(mid, rank, consume_total, recharge_total, stored_value_balance) - new_data.append(",".join(cols)) - - csv_total.write_text("\n".join(head + new_data) + "\n", encoding="utf-8") - - -def main() -> None: - OUT_DIR.mkdir(parents=True, exist_ok=True) - with conn() as c, c.cursor(cursor_factory=psycopg2.extras.RealDictCursor) as cur: - build_finance_discount(cur) - top_ids = build_customer_top100(cur) - backfill_customer_reviews(cur, top_ids) - - print(f"完成：{OUT_DIR}") - - -if __name__ == "__main__": - main() diff --git a/etl_billiards/gui/utils/app_settings.py b/etl_billiards/gui/utils/app_settings.py index 1089de3..9905724 100644 --- a/etl_billiards/gui/utils/app_settings.py +++ b/etl_billiards/gui/utils/app_settings.py @@ -45,7 +45,7 @@ class AppSettings: "history_start": "", "history_end": "", "lookback_hours": 24, - "include_dimensions": False, + "include_dimensions": True, "auto_backfill": False, "ods_tasks": "", }, @@ -277,7 +277,7 @@ class AppSettings: @property def integrity_include_dimensions(self) -> bool: - return self._settings.get("integrity_check", {}).get("include_dimensions", False) + return self._settings.get("integrity_check", {}).get("include_dimensions", True) @integrity_include_dimensions.setter def integrity_include_dimensions(self, value: bool): diff --git a/etl_billiards/gui/utils/config_helper.py b/etl_billiards/gui/utils/config_helper.py index 4eef080..56b65e8 100644 --- a/etl_billiards/gui/utils/config_helper.py +++ b/etl_billiards/gui/utils/config_helper.py @@ -41,8 +41,19 @@ ENV_GROUPS = { }, "integrity": { "title": "数据完整性配置", - "keys": ["INTEGRITY_MODE", "INTEGRITY_HISTORY_START", "INTEGRITY_HISTORY_END", - "INTEGRITY_INCLUDE_DIMENSIONS", "INTEGRITY_AUTO_CHECK", "INTEGRITY_ODS_TASK_CODES"], + "keys": [ + "INTEGRITY_MODE", + "INTEGRITY_HISTORY_START", + "INTEGRITY_HISTORY_END", + "INTEGRITY_INCLUDE_DIMENSIONS", + "INTEGRITY_AUTO_CHECK", + "INTEGRITY_AUTO_BACKFILL", + "INTEGRITY_COMPARE_CONTENT", + "INTEGRITY_CONTENT_SAMPLE_LIMIT", + "INTEGRITY_BACKFILL_MISMATCH", + "INTEGRITY_RECHECK_AFTER_BACKFILL", + "INTEGRITY_ODS_TASK_CODES", + ], "sensitive": [], }, } diff --git a/etl_billiards/gui/widgets/task_panel.py b/etl_billiards/gui/widgets/task_panel.py index 1880b57..d34d321 100644 --- a/etl_billiards/gui/widgets/task_panel.py +++ b/etl_billiards/gui/widgets/task_panel.py @@ -348,8 +348,8 @@ class TaskPanel(QWidget): integrity_layout.addWidget(self.include_dimensions_check) # 自动补全选项 - self.auto_backfill_check = QCheckBox("校验后自动补全丢失数据") - self.auto_backfill_check.setToolTip("如果发现丢失数据，自动从 API 重新获取并补全到 ODS") + self.auto_backfill_check = QCheckBox("更新并验证（自动回补缺失/不一致）") + self.auto_backfill_check.setToolTip("先校验，再自动从 API 回补缺失/不一致数据；可通过 INTEGRITY_RECHECK_AFTER_BACKFILL 控制是否再校验") integrity_layout.addWidget(self.auto_backfill_check) # 指定 ODS 任务 diff --git a/etl_billiards/quality/integrity_checker.py b/etl_billiards/quality/integrity_checker.py index bd859bf..28b75fa 100644 --- a/etl_billiards/quality/integrity_checker.py +++ b/etl_billiards/quality/integrity_checker.py @@ -147,25 +147,164 @@ def _amount_columns(cols: List[str], types: Dict[str, str]) -> List[str]: return out -def _count_table(cur, schema: str, table: str, time_col: str | None, window: IntegrityWindow | None) -> int: - where = "" +def _build_hash_expr(alias: str, cols: list[str]) -> str: + if not cols: + return "NULL" + parts = ", ".join([f"COALESCE({alias}.\"{c}\"::text,'')" for c in cols]) + return f"md5(concat_ws('||', {parts}))" + + +def _build_snapshot_subquery( + schema: str, + table: str, + cols: list[str], + key_cols: list[str], + order_col: str | None, + where_sql: str, +) -> str: + cols_sql = ", ".join([f'"{c}"' for c in cols]) + if key_cols and order_col: + keys = ", ".join([f'"{c}"' for c in key_cols]) + order_by = ", ".join([*(f'"{c}"' for c in key_cols), f'"{order_col}" DESC NULLS LAST']) + return ( + f'SELECT DISTINCT ON ({keys}) {cols_sql} ' + f'FROM "{schema}"."{table}" {where_sql} ' + f"ORDER BY {order_by}" + ) + return f'SELECT {cols_sql} FROM "{schema}"."{table}" {where_sql}' + + +def _build_snapshot_expr_subquery( + schema: str, + table: str, + select_exprs: list[str], + key_exprs: list[str], + order_col: str | None, + where_sql: str, +) -> str: + select_cols_sql = ", ".join(select_exprs) + table_sql = f'"{schema}"."{table}"' + if key_exprs and order_col: + distinct_on = ", ".join(key_exprs) + order_by = ", ".join([*key_exprs, f'"{order_col}" DESC NULLS LAST']) + return ( + f"SELECT DISTINCT ON ({distinct_on}) {select_cols_sql} " + f"FROM {table_sql} {where_sql} " + f"ORDER BY {order_by}" + ) + return f"SELECT {select_cols_sql} FROM {table_sql} {where_sql}" + + +def _cast_expr(col: str, cast_type: str | None) -> str: + if col.upper() == "NULL": + base = "NULL" + else: + is_expr = not col.isidentifier() or "->" in col or "#>>" in col or "::" in col or "'" in col + base = col if is_expr else f'"{col}"' + if cast_type: + cast_lower = cast_type.lower() + if cast_lower in {"bigint", "integer", "numeric", "decimal"}: + return f"CAST(NULLIF(CAST({base} AS text), '') AS numeric):: {cast_type}" + if cast_lower == "timestamptz": + return f"({base})::timestamptz" + return f"{base}::{cast_type}" + return base + + +def _fetch_pk_columns(cur, schema: str, table: str) -> List[str]: + cur.execute( + """ + SELECT kcu.column_name + FROM information_schema.table_constraints tc + JOIN information_schema.key_column_usage kcu + ON tc.constraint_name = kcu.constraint_name + AND tc.table_schema = kcu.table_schema + WHERE tc.constraint_type = 'PRIMARY KEY' + AND tc.table_schema = %s + AND tc.table_name = %s + ORDER BY kcu.ordinal_position + """, + (schema, table), + ) + return [r[0] for r in cur.fetchall()] + + +def _pick_snapshot_order_column(cols: Iterable[str]) -> str | None: + lower = {c.lower() for c in cols} + for candidate in ("fetched_at", "update_time", "create_time"): + if candidate in lower: + return candidate + return None + + +def _count_table( + cur, + schema: str, + table: str, + time_col: str | None, + window: IntegrityWindow | None, + *, + pk_cols: List[str] | None = None, + snapshot_order_col: str | None = None, + current_only: bool = False, +) -> int: + where_parts: List[str] = [] params: List[Any] = [] + if current_only: + where_parts.append("COALESCE(scd2_is_current,1)=1") if time_col and window: - where = f'WHERE "{time_col}" >= %s AND "{time_col}" < %s' - params = [window.start, window.end] - sql = f'SELECT COUNT(1) FROM "{schema}"."{table}" {where}' + where_parts.append(f'"{time_col}" >= %s AND "{time_col}" < %s') + params.extend([window.start, window.end]) + where = f"WHERE {' AND '.join(where_parts)}" if where_parts else "" + + if pk_cols and snapshot_order_col: + keys = ", ".join(f'"{c}"' for c in pk_cols) + order_by = ", ".join([*(f'"{c}"' for c in pk_cols), f'"{snapshot_order_col}" DESC NULLS LAST']) + sql = ( + f'SELECT COUNT(1) FROM (' + f'SELECT DISTINCT ON ({keys}) 1 FROM "{schema}"."{table}" {where} ' + f'ORDER BY {order_by}' + f') t' + ) + else: + sql = f'SELECT COUNT(1) FROM "{schema}"."{table}" {where}' cur.execute(sql, params) row = cur.fetchone() return int(row[0] if row else 0) -def _sum_column(cur, schema: str, table: str, col: str, time_col: str | None, window: IntegrityWindow | None) -> float: - where = "" +def _sum_column( + cur, + schema: str, + table: str, + col: str, + time_col: str | None, + window: IntegrityWindow | None, + *, + pk_cols: List[str] | None = None, + snapshot_order_col: str | None = None, + current_only: bool = False, +) -> float: + where_parts: List[str] = [] params: List[Any] = [] + if current_only: + where_parts.append("COALESCE(scd2_is_current,1)=1") if time_col and window: - where = f'WHERE "{time_col}" >= %s AND "{time_col}" < %s' - params = [window.start, window.end] - sql = f'SELECT COALESCE(SUM("{col}"), 0) FROM "{schema}"."{table}" {where}' + where_parts.append(f'"{time_col}" >= %s AND "{time_col}" < %s') + params.extend([window.start, window.end]) + where = f"WHERE {' AND '.join(where_parts)}" if where_parts else "" + + if pk_cols and snapshot_order_col: + keys = ", ".join(f'"{c}"' for c in pk_cols) + order_by = ", ".join([*(f'"{c}"' for c in pk_cols), f'"{snapshot_order_col}" DESC NULLS LAST']) + sql = ( + f'SELECT COALESCE(SUM("{col}"), 0) FROM (' + f'SELECT DISTINCT ON ({keys}) "{col}" FROM "{schema}"."{table}" {where} ' + f'ORDER BY {order_by}' + f') t' + ) + else: + sql = f'SELECT COALESCE(SUM("{col}"), 0) FROM "{schema}"."{table}" {where}' cur.execute(sql, params) row = cur.fetchone() return float(row[0] if row else 0) @@ -176,14 +315,21 @@ def run_dwd_vs_ods_check( cfg: AppConfig, window: IntegrityWindow | None, include_dimensions: bool, + compare_content: bool | None = None, + content_sample_limit: int | None = None, ) -> Dict[str, Any]: dsn = cfg["db"]["dsn"] session = cfg["db"].get("session") db_conn = DatabaseConnection(dsn=dsn, session=session) + if compare_content is None: + compare_content = bool(cfg.get("integrity.compare_content", True)) + if content_sample_limit is None: + content_sample_limit = cfg.get("integrity.content_sample_limit") or 50 try: with db_conn.conn.cursor() as cur: results: List[Dict[str, Any]] = [] table_map = DwdLoadTask.TABLE_MAP + total_mismatch = 0 for dwd_table, ods_table in table_map.items(): if not include_dimensions and ".dim_" in dwd_table: continue @@ -193,16 +339,55 @@ def run_dwd_vs_ods_check( dwd_cols, dwd_types = _fetch_columns(cur, schema_dwd, name_dwd) ods_cols, ods_types = _fetch_columns(cur, schema_ods, name_ods) time_col = _pick_time_column(dwd_cols, ods_cols) - count_dwd = _count_table(cur, schema_dwd, name_dwd, time_col, window) - count_ods = _count_table(cur, schema_ods, name_ods, time_col, window) + pk_dwd = _fetch_pk_columns(cur, schema_dwd, name_dwd) + pk_ods_raw = _fetch_pk_columns(cur, schema_ods, name_ods) + pk_ods = [c for c in pk_ods_raw if c.lower() != "content_hash"] + ods_has_snapshot = any(c.lower() == "content_hash" for c in ods_cols) + ods_snapshot_order = _pick_snapshot_order_column(ods_cols) if ods_has_snapshot else None + dwd_current_only = any(c.lower() == "scd2_is_current" for c in dwd_cols) + + count_dwd = _count_table( + cur, + schema_dwd, + name_dwd, + time_col, + window, + current_only=dwd_current_only, + ) + count_ods = _count_table( + cur, + schema_ods, + name_ods, + time_col, + window, + pk_cols=pk_ods if ods_has_snapshot else None, + snapshot_order_col=ods_snapshot_order if ods_has_snapshot else None, + ) dwd_amount_cols = _amount_columns(dwd_cols, dwd_types) ods_amount_cols = _amount_columns(ods_cols, ods_types) common_amount_cols = sorted(set(dwd_amount_cols) & set(ods_amount_cols)) amounts: List[Dict[str, Any]] = [] for col in common_amount_cols: - dwd_sum = _sum_column(cur, schema_dwd, name_dwd, col, time_col, window) - ods_sum = _sum_column(cur, schema_ods, name_ods, col, time_col, window) + dwd_sum = _sum_column( + cur, + schema_dwd, + name_dwd, + col, + time_col, + window, + current_only=dwd_current_only, + ) + ods_sum = _sum_column( + cur, + schema_ods, + name_ods, + col, + time_col, + window, + pk_cols=pk_ods if ods_has_snapshot else None, + snapshot_order_col=ods_snapshot_order if ods_has_snapshot else None, + ) amounts.append( { "column": col, @@ -212,6 +397,151 @@ def run_dwd_vs_ods_check( } ) + mismatch = None + mismatch_samples: list[dict] = [] + mismatch_error = None + if compare_content: + dwd_cols_lower = [c.lower() for c in dwd_cols] + ods_cols_lower = [c.lower() for c in ods_cols] + dwd_col_set = set(dwd_cols_lower) + ods_col_set = set(ods_cols_lower) + scd_cols = {c.lower() for c in DwdLoadTask.SCD_COLS} + ods_exclude = { + "payload", "source_file", "source_endpoint", "fetched_at", "content_hash", "record_index" + } + numeric_types = { + "integer", + "bigint", + "smallint", + "numeric", + "double precision", + "real", + "decimal", + } + text_types = {"text", "character varying", "varchar"} + mapping = { + dst.lower(): (src, cast_type) + for dst, src, cast_type in (DwdLoadTask.FACT_MAPPINGS.get(dwd_table) or []) + } + business_keys = [c for c in pk_dwd if c.lower() not in scd_cols] + def resolve_ods_expr(col: str) -> str | None: + mapped = mapping.get(col) + if mapped: + src, cast_type = mapped + return _cast_expr(src, cast_type) + if col in ods_col_set: + d_type = dwd_types.get(col) + o_type = ods_types.get(col) + if d_type in numeric_types and o_type in text_types: + return _cast_expr(col, d_type) + return f'"{col}"' + if "id" in ods_col_set and col.endswith("_id"): + d_type = dwd_types.get(col) + o_type = ods_types.get("id") + if d_type in numeric_types and o_type in text_types: + return _cast_expr("id", d_type) + return '"id"' + return None + + key_exprs: list[str] = [] + join_keys: list[str] = [] + for key in business_keys: + key_lower = key.lower() + expr = resolve_ods_expr(key_lower) + if expr is None: + key_exprs = [] + join_keys = [] + break + key_exprs.append(expr) + join_keys.append(key_lower) + + compare_cols: list[str] = [] + for col in dwd_col_set: + if col in ods_exclude or col in scd_cols: + continue + if col in {k.lower() for k in business_keys}: + continue + if dwd_types.get(col) in ("json", "jsonb"): + continue + if ods_types.get(col) in ("json", "jsonb"): + continue + if resolve_ods_expr(col) is None: + continue + compare_cols.append(col) + compare_cols = sorted(set(compare_cols)) + + if join_keys and compare_cols: + where_parts_dwd: list[str] = [] + params_dwd: list[Any] = [] + if dwd_current_only: + where_parts_dwd.append("COALESCE(scd2_is_current,1)=1") + if time_col and window: + where_parts_dwd.append(f"\"{time_col}\" >= %s AND \"{time_col}\" < %s") + params_dwd.extend([window.start, window.end]) + where_dwd = f"WHERE {' AND '.join(where_parts_dwd)}" if where_parts_dwd else "" + + where_parts_ods: list[str] = [] + params_ods: list[Any] = [] + if time_col and window: + where_parts_ods.append(f"\"{time_col}\" >= %s AND \"{time_col}\" < %s") + params_ods.extend([window.start, window.end]) + where_ods = f"WHERE {' AND '.join(where_parts_ods)}" if where_parts_ods else "" + + ods_select_exprs: list[str] = [] + needed_cols = sorted(set(join_keys + compare_cols)) + for col in needed_cols: + expr = resolve_ods_expr(col) + if expr is None: + continue + ods_select_exprs.append(f"{expr} AS \"{col}\"") + + if not ods_select_exprs: + mismatch_error = "join_keys_or_compare_cols_unavailable" + else: + ods_sql = _build_snapshot_expr_subquery( + schema_ods, + name_ods, + ods_select_exprs, + key_exprs, + ods_snapshot_order, + where_ods, + ) + dwd_cols_sql = ", ".join([f"\"{c}\"" for c in needed_cols]) + dwd_sql = f"SELECT {dwd_cols_sql} FROM \"{schema_dwd}\".\"{name_dwd}\" {where_dwd}" + + join_cond = " AND ".join([f"d.\"{k}\" = o.\"{k}\"" for k in join_keys]) + hash_o = _build_hash_expr("o", compare_cols) + hash_d = _build_hash_expr("d", compare_cols) + + mismatch_sql = ( + f"WITH ods_latest AS ({ods_sql}), dwd_filtered AS ({dwd_sql}) " + f"SELECT COUNT(1) FROM (" + f"SELECT 1 FROM ods_latest o JOIN dwd_filtered d ON {join_cond} " + f"WHERE {hash_o} <> {hash_d}" + f") t" + ) + params = params_ods + params_dwd + cur.execute(mismatch_sql, params) + row = cur.fetchone() + mismatch = int(row[0] if row and row[0] is not None else 0) + total_mismatch += mismatch + + if content_sample_limit and mismatch > 0: + select_keys_sql = ", ".join([f"d.\"{k}\" AS \"{k}\"" for k in join_keys]) + sample_sql = ( + f"WITH ods_latest AS ({ods_sql}), dwd_filtered AS ({dwd_sql}) " + f"SELECT {select_keys_sql}, {hash_o} AS ods_hash, {hash_d} AS dwd_hash " + f"FROM ods_latest o JOIN dwd_filtered d ON {join_cond} " + f"WHERE {hash_o} <> {hash_d} LIMIT %s" + ) + cur.execute(sample_sql, params + [int(content_sample_limit)]) + rows = cur.fetchall() or [] + if rows: + columns = [desc[0] for desc in (cur.description or [])] + mismatch_samples = [dict(zip(columns, r)) for r in rows] + else: + mismatch_error = "join_keys_or_compare_cols_unavailable" + results.append( { "dwd_table": dwd_table, @@ -220,6 +550,9 @@ def run_dwd_vs_ods_check( "window_col": time_col, "count": {"dwd": count_dwd, "ods": count_ods, "diff": count_dwd - count_ods}, "amounts": amounts, + "mismatch": mismatch, + "mismatch_samples": mismatch_samples, + "mismatch_error": mismatch_error, } ) except Exception as exc: # noqa: BLE001 @@ -231,6 +564,8 @@ def run_dwd_vs_ods_check( "window_col": None, "count": {"dwd": None, "ods": None, "diff": None}, "amounts": [], + "mismatch": None, + "mismatch_samples": [], "error": f"{type(exc).__name__}: {exc}", } ) @@ -243,6 +578,7 @@ def run_dwd_vs_ods_check( return { "tables": results, "total_count_diff": total_count_diff, + "total_mismatch": total_mismatch, } finally: db_conn.close() @@ -262,6 +598,8 @@ def run_integrity_window( task_codes: str, logger, write_report: bool, + compare_content: bool | None = None, + content_sample_limit: int | None = None, report_path: Path | None = None, window_split_unit: str | None = None, window_compensation_hours: int | None = None, @@ -274,6 +612,11 @@ def run_integrity_window( window_days = 0 window_hours = max(1, total_seconds // 3600 or 1) + if compare_content is None: + compare_content = bool(cfg.get("integrity.compare_content", True)) + if content_sample_limit is None: + content_sample_limit = cfg.get("integrity.content_sample_limit") + ods_payload = run_gap_check( cfg=cfg, start=window.start, @@ -290,6 +633,8 @@ def run_integrity_window( cutoff_overlap_hours=24, allow_small_window=True, logger=logger, + compare_content=bool(compare_content), + content_sample_limit=content_sample_limit, window_split_unit=window_split_unit, window_compensation_hours=window_compensation_hours, ) @@ -298,6 +643,8 @@ def run_integrity_window( cfg=cfg, window=window, include_dimensions=include_dimensions, + compare_content=compare_content, + content_sample_limit=content_sample_limit, ) report = { @@ -331,12 +678,15 @@ def run_integrity_history( task_codes: str, logger, write_report: bool, + compare_content: bool | None = None, + content_sample_limit: int | None = None, report_path: Path | None = None, ) -> Dict[str, Any]: tz = ZoneInfo(cfg.get("app.timezone", "Asia/Taipei")) windows = build_history_windows(start_dt, end_dt, tz) results: List[Dict[str, Any]] = [] total_missing = 0 + total_mismatch = 0 total_errors = 0 for window in windows: @@ -348,9 +698,12 @@ def run_integrity_history( task_codes=task_codes, logger=logger, write_report=False, + compare_content=compare_content, + content_sample_limit=content_sample_limit, ) results.append(payload) total_missing += int(payload.get("api_to_ods", {}).get("total_missing") or 0) + total_mismatch += int(payload.get("api_to_ods", {}).get("total_mismatch") or 0) total_errors += int(payload.get("api_to_ods", {}).get("total_errors") or 0) report = { @@ -359,6 +712,7 @@ def run_integrity_history( "end": _ensure_tz(end_dt, tz).isoformat(), "windows": results, "total_missing": total_missing, + "total_mismatch": total_mismatch, "total_errors": total_errors, "generated_at": datetime.now(tz).isoformat(), } diff --git a/etl_billiards/quality/integrity_service.py b/etl_billiards/quality/integrity_service.py new file mode 100644 index 0000000..8f04dfc --- /dev/null +++ b/etl_billiards/quality/integrity_service.py @@ -0,0 +1,256 @@ +# -*- coding: utf-8 -*- +"""Shared integrity flow helpers (window/history + optional backfill).""" +from __future__ import annotations + +from datetime import datetime +from pathlib import Path +from typing import Any, Iterable, Tuple +from zoneinfo import ZoneInfo + +import json + +from quality.integrity_checker import IntegrityWindow, compute_last_etl_end, run_integrity_history, run_integrity_window +from scripts.backfill_missing_data import run_backfill +from utils.windowing import split_window + + +def _normalize_windows(cfg, windows: Iterable[Tuple[datetime, datetime]]) -> list[Tuple[datetime, datetime]]: + segments = list(windows) + if not segments: + return segments + + force_monthly = bool(cfg.get("integrity.force_monthly_split", True)) + if not force_monthly: + return segments + + overall_start = segments[0][0] + overall_end = segments[-1][1] + total_days = (overall_end - overall_start).total_seconds() / 86400.0 + if total_days <= 31 and len(segments) == 1: + return segments + + tz = ZoneInfo(cfg.get("app.timezone", "Asia/Taipei")) + comp_hours = cfg.get("run.window_split.compensation_hours", 0) + monthly = split_window( + overall_start, + overall_end, + tz=tz, + split_unit="month", + compensation_hours=comp_hours, + ) + return monthly or segments + + +def build_window_report( + *, + cfg, + windows: Iterable[Tuple[datetime, datetime]], + include_dimensions: bool, + task_codes: str, + logger, + compare_content: bool | None, + content_sample_limit: int | None, +) -> tuple[dict, dict]: + window_reports = [] + total_missing = 0 + total_mismatch = 0 + total_errors = 0 + segments = list(windows) + for idx, (seg_start, seg_end) in enumerate(segments, start=1): + window = IntegrityWindow( + start=seg_start, + end=seg_end, + label=f"segment_{idx}", + granularity="window", + ) + payload = run_integrity_window( + cfg=cfg, + window=window, + include_dimensions=include_dimensions, + task_codes=task_codes, + logger=logger, + write_report=False, + compare_content=compare_content, + content_sample_limit=content_sample_limit, + report_path=None, + window_split_unit="none", + window_compensation_hours=0, + ) + window_reports.append(payload) + total_missing += int(payload.get("api_to_ods", {}).get("total_missing") or 0) + total_mismatch += int(payload.get("api_to_ods", {}).get("total_mismatch") or 0) + total_errors += int(payload.get("api_to_ods", {}).get("total_errors") or 0) + + overall_start = segments[0][0] + overall_end = segments[-1][1] + tz = ZoneInfo(cfg.get("app.timezone", "Asia/Taipei")) + report = { + "mode": "window", + "window": { + "start": overall_start.isoformat(), + "end": overall_end.isoformat(), + "segments": len(segments), + }, + "windows": window_reports, + "api_to_ods": { + "total_missing": total_missing, + "total_mismatch": total_mismatch, + "total_errors": total_errors, + }, + "total_missing": total_missing, + "total_mismatch": total_mismatch, + "total_errors": total_errors, + "generated_at": datetime.now(tz).isoformat(), + } + counts = { + "missing": int(total_missing or 0), + "mismatch": int(total_mismatch or 0), + "errors": int(total_errors or 0), + } + return report, counts + + +def run_window_flow( + *, + cfg, + windows: Iterable[Tuple[datetime, datetime]], + include_dimensions: bool, + task_codes: str, + logger, + compare_content: bool | None, + content_sample_limit: int | None, + do_backfill: bool, + include_mismatch: bool, + recheck_after_backfill: bool, + page_size: int | None = None, + chunk_size: int = 500, +) -> tuple[dict, dict]: + segments = _normalize_windows(cfg, windows) + report, counts = build_window_report( + cfg=cfg, + windows=segments, + include_dimensions=include_dimensions, + task_codes=task_codes, + logger=logger, + compare_content=compare_content, + content_sample_limit=content_sample_limit, + ) + overall_start = segments[0][0] + overall_end = segments[-1][1] + + backfill_result = None + post_report = None + if do_backfill: + missing_count = int(counts.get("missing", 0)) + mismatch_count = int(counts.get("mismatch", 0)) + need_backfill = missing_count > 0 or (include_mismatch and mismatch_count > 0) + if need_backfill: + backfill_result = run_backfill( + cfg=cfg, + start=overall_start, + end=overall_end, + task_codes=task_codes or None, + include_mismatch=bool(include_mismatch), + dry_run=False, + page_size=int(page_size or cfg.get("api.page_size") or 200), + chunk_size=chunk_size, + logger=logger, + ) + report["backfill_result"] = backfill_result + if recheck_after_backfill: + post_report, post_counts = build_window_report( + cfg=cfg, + windows=segments, + include_dimensions=include_dimensions, + task_codes=task_codes, + logger=logger, + compare_content=compare_content, + content_sample_limit=content_sample_limit, + ) + report["post_check"] = post_report + counts.update(post_counts) + return report, counts + + +def run_history_flow( + *, + cfg, + start_dt: datetime, + end_dt: datetime | None, + include_dimensions: bool, + task_codes: str, + logger, + compare_content: bool | None, + content_sample_limit: int | None, + do_backfill: bool, + include_mismatch: bool, + recheck_after_backfill: bool, + page_size: int | None = None, + chunk_size: int = 500, +) -> tuple[dict, dict]: + tz = ZoneInfo(cfg.get("app.timezone", "Asia/Taipei")) + if end_dt is None: + end_dt = compute_last_etl_end(cfg) or datetime.now(tz) + + report = run_integrity_history( + cfg=cfg, + start_dt=start_dt, + end_dt=end_dt, + include_dimensions=include_dimensions, + task_codes=task_codes, + logger=logger, + write_report=False, + compare_content=compare_content, + content_sample_limit=content_sample_limit, + ) + counts = { + "missing": int(report.get("total_missing") or 0), + "mismatch": int(report.get("total_mismatch") or 0), + "errors": int(report.get("total_errors") or 0), + } + if do_backfill: + need_backfill = counts.get("missing", 0) > 0 or (include_mismatch and counts.get("mismatch", 0) > 0) + if need_backfill: + backfill_result = run_backfill( + cfg=cfg, + start=start_dt, + end=end_dt, + task_codes=task_codes or None, + include_mismatch=bool(include_mismatch), + dry_run=False, + page_size=int(page_size or cfg.get("api.page_size") or 200), + chunk_size=chunk_size, + logger=logger, + ) + report["backfill_result"] = backfill_result + if recheck_after_backfill: + post_report = run_integrity_history( + cfg=cfg, + start_dt=start_dt, + end_dt=end_dt, + include_dimensions=include_dimensions, + task_codes=task_codes, + logger=logger, + write_report=False, + compare_content=compare_content, + content_sample_limit=content_sample_limit, + ) + report["post_check"] = post_report + counts.update( + { + "missing": int(post_report.get("total_missing") or 0), + "mismatch": int(post_report.get("total_mismatch") or 0), + "errors": int(post_report.get("total_errors") or 0), + } + ) + return report, counts + + +def write_report(report: dict, *, prefix: str, tz: ZoneInfo, report_path: Path | None = None) -> str: + if report_path is None: + root = Path(__file__).resolve().parents[1] + stamp = datetime.now(tz).strftime("%Y%m%d_%H%M%S") + report_path = root / "reports" / f"{prefix}_{stamp}.json" + report_path.parent.mkdir(parents=True, exist_ok=True) + report_path.write_text(json.dumps(report, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") + return str(report_path) diff --git a/etl_billiards/reports/data_integrity_window_20260128_233259.json b/etl_billiards/reports/data_integrity_window_20260128_233259.json new file mode 100644 index 0000000..587c2dd --- /dev/null +++ b/etl_billiards/reports/data_integrity_window_20260128_233259.json @@ -0,0 +1,10359 @@ +{ + "mode": "window", + "window": { + "start": "2025-06-30T22:00:00+08:00", + "end": "2026-01-29T01:00:00+08:00", + "segments": 8 + }, + "windows": [ + { + "mode": "window", + "window": { + "start": "2025-06-30T22:00:00+08:00", + "end": "2025-07-01T00:00:00+08:00", + "label": "segment_1", + "granularity": "window" + }, + "api_to_ods": { + "window_split_unit": "none", + "window_compensation_hours": 0, + "start": "2025-06-30T22:00:00+08:00", + "end": "2025-07-01T00:00:00+08:00", + "cutoff": null, + "window_days": 0, + "window_hours": 2, + "page_size": 200, + "chunk_size": 500, + "sample_limit": 50, + "store_id": 2790685415443269, + "base_url": "https://pc.ficoo.vip/apiprod/admin/v1/", + "results": [ + { + "task_code": "ODS_ASSISTANT_ACCOUNT", + "table": "billiards_ods.assistant_accounts_master", + "endpoint": "/PersonnelManagement/SearchAssistantInfo", + "pk_columns": [ + "id" + ], + "records": 69, + "records_with_pk": 69, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_SETTLEMENT_RECORDS", + "table": "billiards_ods.settlement_records", + "endpoint": "/Site/GetAllOrderSettleList", + "pk_columns": [ + "id" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_TABLE_USE", + "table": "billiards_ods.table_fee_transactions", + "endpoint": "/Site/GetSiteTableOrderDetails", + "pk_columns": [ + "id" + ], + "records": 10051, + "records_with_pk": 10051, + "missing": 10, + "missing_samples": [ + { + "id": 3071130738067397 + }, + { + "id": 3071125551089541 + }, + { + "id": 3071119209908101 + }, + { + "id": 3071116033132485 + }, + { + "id": 3071112298170181 + }, + { + "id": 3071109789845381 + }, + { + "id": 3071106986821445 + }, + { + "id": 3071106250278725 + }, + { + "id": 3071101089515525 + }, + { + "id": 3071097321392133 + } + ], + "pages": 51, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_ASSISTANT_LEDGER", + "table": "billiards_ods.assistant_service_records", + "endpoint": "/AssistantPerformance/GetOrderAssistantDetails", + "pk_columns": [ + "id" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_ASSISTANT_ABOLISH", + "table": "billiards_ods.assistant_cancellation_records", + "endpoint": "/AssistantPerformance/GetAbolitionAssistant", + "pk_columns": [ + "id" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_STORE_GOODS_SALES", + "table": "billiards_ods.store_goods_sales_records", + "endpoint": "/TenantGoods/GetGoodsSalesList", + "pk_columns": [ + "id" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_PAYMENT", + "table": "billiards_ods.payment_transactions", + "endpoint": "/PayLog/GetPayLogListPage", + "pk_columns": [ + "id" + ], + "records": 11870, + "records_with_pk": 11870, + "missing": 10, + "missing_samples": [ + { + "id": 3071130735790021 + }, + { + "id": 3071125548877701 + }, + { + "id": 3071119207712645 + }, + { + "id": 3071116030707653 + }, + { + "id": 3071112295941957 + }, + { + "id": 3071109787338629 + }, + { + "id": 3071106984527685 + }, + { + "id": 3071106248099653 + }, + { + "id": 3071101085566981 + }, + { + "id": 3071097319147525 + } + ], + "pages": 60, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_REFUND", + "table": "billiards_ods.refund_transactions", + "endpoint": "/Order/GetRefundPayLogList", + "pk_columns": [ + "id" + ], + "records": 38, + "records_with_pk": 38, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_PLATFORM_COUPON", + "table": "billiards_ods.platform_coupon_redemption_records", + "endpoint": "/Promotion/GetOfflineCouponConsumePageList", + "pk_columns": [ + "id" + ], + "records": 17143, + "records_with_pk": 17143, + "missing": 4, + "missing_samples": [ + { + "id": 3071136224348101 + }, + { + "id": 3071118437451717 + }, + { + "id": 3071116463540165 + }, + { + "id": 3071096665737157 + } + ], + "pages": 86, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_MEMBER", + "table": "billiards_ods.member_profiles", + "endpoint": "/MemberProfile/GetTenantMemberList", + "pk_columns": [ + "id" + ], + "records": 556, + "records_with_pk": 556, + "missing": 0, + "missing_samples": [], + "pages": 3, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_MEMBER_CARD", + "table": "billiards_ods.member_stored_value_cards", + "endpoint": "/MemberProfile/GetTenantMemberCardList", + "pk_columns": [ + "id" + ], + "records": 945, + "records_with_pk": 945, + "missing": 0, + "missing_samples": [], + "pages": 5, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_MEMBER_BALANCE", + "table": "billiards_ods.member_balance_changes", + "endpoint": "/MemberProfile/GetMemberCardBalanceChange", + "pk_columns": [ + "id" + ], + "records": 2485, + "records_with_pk": 2485, + "missing": 1, + "missing_samples": [ + { + "id": 3071139583805125 + } + ], + "pages": 13, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_RECHARGE_SETTLE", + "table": "billiards_ods.recharge_settlements", + "endpoint": "/Site/GetRechargeSettleList", + "pk_columns": [ + "id" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_GROUP_PACKAGE", + "table": "billiards_ods.group_buy_packages", + "endpoint": "/PackageCoupon/QueryPackageCouponList", + "pk_columns": [ + "id" + ], + "records": 18, + "records_with_pk": 18, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_GROUP_BUY_REDEMPTION", + "table": "billiards_ods.group_buy_redemption_records", + "endpoint": "/Site/GetSiteTableUseDetails", + "pk_columns": [ + "id" + ], + "records": 8231, + "records_with_pk": 8231, + "missing": 6, + "missing_samples": [ + { + "id": 3071130738902981 + }, + { + "id": 3071125551646597 + }, + { + "id": 3071106987394885 + }, + { + "id": 3071106250884933 + }, + { + "id": 3071101090465797 + }, + { + "id": 3071097322293253 + } + ], + "pages": 42, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_INVENTORY_STOCK", + "table": "billiards_ods.goods_stock_summary", + "endpoint": "/TenantGoods/GetGoodsStockReport", + "pk_columns": [ + "sitegoodsid" + ], + "records": 171, + "records_with_pk": 171, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_INVENTORY_CHANGE", + "table": "billiards_ods.goods_stock_movements", + "endpoint": "/GoodsStockManage/QueryGoodsOutboundReceipt", + "pk_columns": [ + "sitegoodsstockid" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_TABLES", + "table": "billiards_ods.site_tables_master", + "endpoint": "/Table/GetSiteTables", + "pk_columns": [ + "id" + ], + "records": 74, + "records_with_pk": 74, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_GOODS_CATEGORY", + "table": "billiards_ods.stock_goods_category_tree", + "endpoint": "/TenantGoodsCategory/QueryPrimarySecondaryCategory", + "pk_columns": [ + "id" + ], + "records": 9, + "records_with_pk": 9, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_STORE_GOODS", + "table": "billiards_ods.store_goods_master", + "endpoint": "/TenantGoods/GetGoodsInventoryList", + "pk_columns": [ + "id" + ], + "records": 171, + "records_with_pk": 171, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_TABLE_FEE_DISCOUNT", + "table": "billiards_ods.table_fee_discount_records", + "endpoint": "/Site/GetTaiFeeAdjustList", + "pk_columns": [ + "id" + ], + "records": 1753, + "records_with_pk": 1753, + "missing": 0, + "missing_samples": [], + "pages": 9, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_TENANT_GOODS", + "table": "billiards_ods.tenant_goods_master", + "endpoint": "/TenantGoods/QueryTenantGoods", + "pk_columns": [ + "id" + ], + "records": 172, + "records_with_pk": 172, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null + }, + { + "task_code": "ODS_SETTLEMENT_TICKET", + "table": "billiards_ods.settlement_ticket_details", + "endpoint": "/Order/GetOrderSettleTicketNew", + "pk_columns": [ + "ordersettleid" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "source_endpoint": "/PayLog/GetPayLogListPage" + } + ], + "total_missing": 31, + "total_errors": 0, + "generated_at": "2026-01-28T23:07:33.960397+08:00" + }, + "ods_to_dwd": { + "tables": [ + { + "dwd_table": "billiards_dwd.dim_site", + "ods_table": "billiards_ods.table_fee_transactions", + "windowed": false, + "window_col": null, + "count": { + "dwd": 1, + "ods": 18618, + "diff": -18617 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_site_ex", + "ods_table": "billiards_ods.table_fee_transactions", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_table", + "ods_table": "billiards_ods.site_tables_master", + "windowed": false, + "window_col": null, + "count": { + "dwd": 74, + "ods": 74, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_table_ex", + "ods_table": "billiards_ods.site_tables_master", + "windowed": false, + "window_col": null, + "count": { + "dwd": 74, + "ods": 74, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_assistant", + "ods_table": "billiards_ods.assistant_accounts_master", + "windowed": false, + "window_col": null, + "count": { + "dwd": 69, + "ods": 69, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_assistant_ex", + "ods_table": "billiards_ods.assistant_accounts_master", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_member", + "ods_table": "billiards_ods.member_profiles", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_member_ex", + "ods_table": "billiards_ods.member_profiles", + "windowed": false, + "window_col": null, + "count": { + "dwd": 556, + "ods": 556, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_member_card_account", + "ods_table": "billiards_ods.member_stored_value_cards", + "windowed": false, + "window_col": null, + "count": { + "dwd": 945, + "ods": 945, + "diff": 0 + }, + "amounts": [ + { + "column": "balance", + "dwd_sum": 413038.35, + "ods_sum": 413038.35, + "diff": 0.0 + } + ] + }, + { + "dwd_table": "billiards_dwd.dim_member_card_account_ex", + "ods_table": "billiards_ods.member_stored_value_cards", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [ + { + "column": "deliveryfeededuct", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + } + ] + }, + { + "dwd_table": "billiards_dwd.dim_tenant_goods", + "ods_table": "billiards_ods.tenant_goods_master", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_tenant_goods_ex", + "ods_table": "billiards_ods.tenant_goods_master", + "windowed": false, + "window_col": null, + "count": { + "dwd": 171, + "ods": 172, + "diff": -1 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_store_goods", + "ods_table": "billiards_ods.store_goods_master", + "windowed": false, + "window_col": null, + "count": { + "dwd": 170, + "ods": 171, + "diff": -1 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_store_goods_ex", + "ods_table": "billiards_ods.store_goods_master", + "windowed": false, + "window_col": null, + "count": { + "dwd": 170, + "ods": 171, + "diff": -1 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_goods_category", + "ods_table": "billiards_ods.stock_goods_category_tree", + "windowed": false, + "window_col": null, + "count": { + "dwd": 26, + "ods": 9, + "diff": 17 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_groupbuy_package", + "ods_table": "billiards_ods.group_buy_packages", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dim_groupbuy_package_ex", + "ods_table": "billiards_ods.group_buy_packages", + "windowed": false, + "window_col": null, + "count": { + "dwd": 34, + "ods": 34, + "diff": 0 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dwd_settlement_head", + "ods_table": "billiards_ods.settlement_records", + "windowed": false, + "window_col": null, + "count": { + "dwd": 23366, + "ods": 23609, + "diff": -243 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dwd_settlement_head_ex", + "ods_table": "billiards_ods.settlement_records", + "windowed": false, + "window_col": null, + "count": { + "dwd": 23366, + "ods": 23609, + "diff": -243 + }, + "amounts": [] + }, + { + "dwd_table": "billiards_dwd.dwd_table_fee_log", + "ods_table": "billiards_ods.table_fee_transactions", + "windowed": true, + "window_col": "create_time", + "count": { + "dwd": 0, + "ods": 0, + "diff": 0 + }, + "amounts": [ + { + "column": "adjust_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "coupon_promotion_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "ledger_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "member_discount_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "real_table_charge_money", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + } + ] + }, + { + "dwd_table": "billiards_dwd.dwd_table_fee_log_ex", + "ods_table": "billiards_ods.table_fee_transactions", + "windowed": false, + "window_col": null, + "count": { + "dwd": 18386, + "ods": 18618, + "diff": -232 + }, + "amounts": [ + { + "column": "fee_total", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "mgmt_fee", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "service_money", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "used_card_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + } + ] + }, + { + "dwd_table": "billiards_dwd.dwd_table_fee_adjust", + "ods_table": "billiards_ods.table_fee_discount_records", + "windowed": false, + "window_col": null, + "count": { + "dwd": 2849, + "ods": 2889, + "diff": -40 + }, + "amounts": [ + { + "column": "ledger_amount", + "dwd_sum": 329604.44, + "ods_sum": 334347.43, + "diff": -4742.989999999991 + } + ] + }, + { + "dwd_table": "billiards_dwd.dwd_table_fee_adjust_ex", + "ods_table": "billiards_ods.table_fee_discount_records", + "windowed": false, + "window_col": null, + "count": { + 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"mismatch_samples": [], + "pages": 2, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_STORE_GOODS_SALES", + "table": "billiards_ods.store_goods_sales_records", + "endpoint": "/TenantGoods/GetGoodsSalesList", + "pk_columns": [ + "id" + ], + "records": 0, + "records_with_pk": 0, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_PAYMENT", + "table": "billiards_ods.payment_transactions", + "endpoint": "/PayLog/GetPayLogListPage", + "pk_columns": [ + "id" + ], + "records": 11908, + "records_with_pk": 11908, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 60, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_REFUND", + "table": "billiards_ods.refund_transactions", + "endpoint": "/Order/GetRefundPayLogList", + "pk_columns": [ + "id" + ], + "records": 39, + "records_with_pk": 39, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_PLATFORM_COUPON", + "table": "billiards_ods.platform_coupon_redemption_records", + "endpoint": "/Promotion/GetOfflineCouponConsumePageList", + "pk_columns": [ + "id" + ], + "records": 17277, + "records_with_pk": 17277, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 87, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_MEMBER", + "table": "billiards_ods.member_profiles", + "endpoint": "/MemberProfile/GetTenantMemberList", + "pk_columns": [ + "id" + ], + "records": 556, + "records_with_pk": 556, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 3, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_MEMBER_CARD", + "table": "billiards_ods.member_stored_value_cards", + "endpoint": "/MemberProfile/GetTenantMemberCardList", + "pk_columns": [ + "id" + ], + "records": 945, + "records_with_pk": 945, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 5, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_MEMBER_BALANCE", + "table": "billiards_ods.member_balance_changes", + "endpoint": "/MemberProfile/GetMemberCardBalanceChange", + "pk_columns": [ + "id" + ], + "records": 2501, + "records_with_pk": 2501, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 13, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_RECHARGE_SETTLE", + "table": "billiards_ods.recharge_settlements", + "endpoint": "/Site/GetRechargeSettleList", + "pk_columns": [ + "id" + ], + "records": 414, + "records_with_pk": 414, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 4, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_GROUP_PACKAGE", + "table": "billiards_ods.group_buy_packages", + "endpoint": "/PackageCoupon/QueryPackageCouponList", + "pk_columns": [ + "id" + ], + "records": 18, + "records_with_pk": 18, + "missing": 0, + "missing_samples": [], + 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{ + "task_code": "ODS_GOODS_CATEGORY", + "table": "billiards_ods.stock_goods_category_tree", + "endpoint": "/TenantGoodsCategory/QueryPrimarySecondaryCategory", + "pk_columns": [ + "id" + ], + "records": 9, + "records_with_pk": 9, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_STORE_GOODS", + "table": "billiards_ods.store_goods_master", + "endpoint": "/TenantGoods/GetGoodsInventoryList", + "pk_columns": [ + "id" + ], + "records": 172, + "records_with_pk": 172, + "missing": 0, + "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], + "pages": 1, + "skipped_missing_pk": 0, + "errors": 0, + "error_detail": null, + "compare_content": true, + "content_hash_supported": true + }, + { + "task_code": "ODS_TABLE_FEE_DISCOUNT", + "table": "billiards_ods.table_fee_discount_records", 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"181a25586a7bfbfaa26c6bf6d3af7814" + }, + { + "payment_id": 3032582390746245, + "ods_hash": "fab5b5b5d64c6859c5ad36d0733777c7", + "dwd_hash": "23badcf1633f915d0677880fc2006940" + }, + { + "payment_id": 3032586918038405, + "ods_hash": "1cb671ae34b1bf3340ad8dd9d6898063", + "dwd_hash": "aeb6628341ca9434865d835fe1afe727" + }, + { + "payment_id": 3032589574622277, + "ods_hash": "ae3a2d44e6c891c7e0a0a041d5e70c21", + "dwd_hash": "6baaeb4dd1276dcbe64ed6fb4ca8b6ee" + }, + { + "payment_id": 3032591293402245, + "ods_hash": "90e54c9540220110d7b8a9ec39424c2f", + "dwd_hash": "6008307ddbba90687af7d01bb7bb9847" + } + ], + "mismatch_error": null + }, + { + "dwd_table": "billiards_dwd.dwd_refund", + "ods_table": "billiards_ods.refund_transactions", + "windowed": true, + "window_col": "pay_time", + "count": { + "dwd": 7, + "ods": 8, + "diff": -1 + }, + "amounts": [ + { + "column": "channel_fee", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "pay_amount", + "dwd_sum": -87.0, + "ods_sum": -10087.0, + "diff": 10000.0 + } + ], + "mismatch": 7, + "mismatch_samples": [ + { + "refund_id": 3047989151893189, + "ods_hash": "28013ee1207d7d207730ead0a110281a", + "dwd_hash": "1a86acdb32e96b530c11cfbb1d02bcfc" + }, + { + "refund_id": 3053789949006597, + "ods_hash": "62790dd0c1ab8ad3341313b8dac6bd52", + "dwd_hash": "5e43809fc4f28a4fe513f20e2eae8f61" + }, + { + "refund_id": 3062207845584517, + "ods_hash": "4109aa5f528ce37ef084b6cd2278ee42", + "dwd_hash": "568e00202c4b6df783aaf4350ab3f224" + }, + { + "refund_id": 3063816474921925, + "ods_hash": "893f70f54c5d950469c238ed7fb17a9f", + "dwd_hash": "e4671a2f3f262732dfda9476c3616659" + }, + { + "refund_id": 3038756832234821, + "ods_hash": "845a68e984fe9de20bd3ed4177781787", + "dwd_hash": "99c11ee4dd031bd65fcd7b4554e89885" + }, + { + "refund_id": 3042871700817797, + "ods_hash": "bf638919eb64aee1f7b09bf0fcb59548", + "dwd_hash": "894dc2081f8c64681bd6f4f1184d587e" + }, + { + "refund_id": 3046955701765829, + "ods_hash": "92166cd5a20642df0c8676200ee70402", + "dwd_hash": "e1a05e3e768be97a7eb32e1cea7bf43f" + } + ], + "mismatch_error": null + }, + { + "dwd_table": "billiards_dwd.dwd_refund_ex", + "ods_table": "billiards_ods.refund_transactions", + "windowed": false, + "window_col": null, + "count": { + "dwd": 45, + "ods": 47, + "diff": -2 + }, + "amounts": [ + { + "column": "balance_frozen_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "card_frozen_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "refund_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + }, + { + "column": "round_amount", + "dwd_sum": 0.0, + "ods_sum": 0.0, + "diff": 0.0 + } + ], + "mismatch": 0, + "mismatch_samples": [], + "mismatch_error": null + } + ], + "total_count_diff": -23676, + "total_mismatch": 47841 + }, + "generated_at": "2026-01-31T23:59:28.620265+08:00" + } + ], + "api_to_ods": { + "total_missing": 237, + "total_mismatch": 326, + "total_errors": 0 + }, + "total_missing": 237, + "total_mismatch": 326, + "total_errors": 0, + "generated_at": "2026-01-31T23:59:28.620296+08:00" +} diff --git a/etl_billiards/scripts/Untitled b/etl_billiards/scripts/Untitled new file mode 100644 index 0000000..4782c59 --- /dev/null +++ b/etl_billiards/scripts/Untitled @@ -0,0 +1 @@ +check_data_integrity.py \ No newline at end of file diff --git a/etl_billiards/scripts/backfill_missing_data.py b/etl_billiards/scripts/backfill_missing_data.py index cdc60c5..1963e6f 100644 --- a/etl_billiards/scripts/backfill_missing_data.py +++ b/etl_billiards/scripts/backfill_missing_data.py @@ -32,9 +32,15 @@ from api.client import APIClient from config.settings import AppConfig from database.connection import DatabaseConnection from models.parsers import TypeParser -from tasks.ods_tasks import ENABLED_ODS_CODES, ODS_TASK_SPECS, OdsTaskSpec +from tasks.ods_tasks import BaseOdsTask, ENABLED_ODS_CODES, ODS_TASK_SPECS, OdsTaskSpec from scripts.check_ods_gaps import run_gap_check from utils.logging_utils import build_log_path, configure_logging +from utils.ods_record_utils import ( + get_value_case_insensitive, + merge_record_layers, + normalize_pk_value, + pk_tuple_from_record, +) def _reconfigure_stdout_utf8() -> None: @@ -74,56 +80,26 @@ def _get_spec(code: str) -> Optional[OdsTaskSpec]: def _merge_record_layers(record: dict) -> dict: - """展开嵌套的 data 层""" - merged = record - data_part = merged.get("data") - while isinstance(data_part, dict): - merged = {**data_part, **merged} - data_part = data_part.get("data") - settle_inner = merged.get("settleList") - if isinstance(settle_inner, dict): - merged = {**settle_inner, **merged} - return merged + """Flatten nested data layers into a single dict.""" + return merge_record_layers(record) def _get_value_case_insensitive(record: dict | None, col: str | None): - """不区分大小写地获取值""" - if record is None or col is None: - return None - if col in record: - return record.get(col) - col_lower = col.lower() - for k, v in record.items(): - if isinstance(k, str) and k.lower() == col_lower: - return v - return None + """Fetch value without case sensitivity.""" + return get_value_case_insensitive(record, col) def _normalize_pk_value(value): - """规范化 PK 值""" - if value is None: - return None - if isinstance(value, str) and value.isdigit(): - try: - return int(value) - except Exception: - return value - return value + """Normalize PK value.""" + return normalize_pk_value(value) def _pk_tuple_from_record(record: dict, pk_cols: List[str]) -> Optional[Tuple]: - """从记录中提取 PK 元组""" - merged = _merge_record_layers(record) - values = [] - for col in pk_cols: - val = _normalize_pk_value(_get_value_case_insensitive(merged, col)) - if val is None or val == "": - return None - values.append(val) - return tuple(values) + """Extract PK tuple from record.""" + return pk_tuple_from_record(record, pk_cols) -def _get_table_pk_columns(conn, table: str) -> List[str]: +def _get_table_pk_columns(conn, table: str, *, include_content_hash: bool = False) -> List[str]: """获取表的主键列""" if "." in table: schema, name = table.split(".", 1) @@ -142,7 +118,10 @@ def _get_table_pk_columns(conn, table: str) -> List[str]: """ with conn.cursor() as cur: cur.execute(sql, (schema, name)) - return [r[0] for r in cur.fetchall()] + cols = [r[0] for r in cur.fetchall()] + if include_content_hash: + return cols + return [c for c in cols if c.lower() != "content_hash"] def _get_table_columns(conn, table: str) -> List[Tuple[str, str, str]]: @@ -247,6 +226,13 @@ class MissingDataBackfiller: """关闭连接""" if self.db: self.db.close() + + def _ensure_db(self): + """确保数据库连接可用""" + if self.db and getattr(self.db, "conn", None) is not None: + if getattr(self.db.conn, "closed", 0) == 0: + return + self.db = DatabaseConnection(dsn=self.cfg["db"]["dsn"], session=self.cfg["db"].get("session")) def backfill_from_gap_check( self, @@ -254,8 +240,10 @@ class MissingDataBackfiller: start: datetime, end: datetime, task_codes: Optional[str] = None, + include_mismatch: bool = False, page_size: int = 200, chunk_size: int = 500, + content_sample_limit: int | None = None, ) -> Dict[str, Any]: """ 运行 gap check 并补全丢失数据 @@ -292,16 +280,21 @@ class MissingDataBackfiller: cutoff_overlap_hours=24, allow_small_window=True, logger=self.logger, + compare_content=include_mismatch, + content_sample_limit=content_sample_limit or 10000, ) total_missing = gap_result.get("total_missing", 0) - if total_missing == 0: - self.logger.info("数据完整，无缺失记录") + total_mismatch = gap_result.get("total_mismatch", 0) + if total_missing == 0 and (not include_mismatch or total_mismatch == 0): + self.logger.info("Data complete: no missing/mismatch records") return {"backfilled": 0, "errors": 0, "details": []} - self.logger.info("缺失检查完成 总缺失=%s", total_missing) + if include_mismatch: + self.logger.info("Missing/mismatch check done missing=%s mismatch=%s", total_missing, total_mismatch) + else: + self.logger.info("Missing check done missing=%s", total_missing) - # 补全每个任务的丢失数据 results = [] total_backfilled = 0 total_errors = 0 @@ -310,13 +303,16 @@ class MissingDataBackfiller: task_code = task_result.get("task_code") missing = task_result.get("missing", 0) missing_samples = task_result.get("missing_samples", []) + mismatch = task_result.get("mismatch", 0) if include_mismatch else 0 + mismatch_samples = task_result.get("mismatch_samples", []) if include_mismatch else [] + target_samples = list(missing_samples) + list(mismatch_samples) - if missing == 0: + if missing == 0 and mismatch == 0: continue self.logger.info( - "开始补全任务 任务=%s 缺失=%s 样本数=%s", - task_code, missing, len(missing_samples) + "Start backfill task task=%s missing=%s mismatch=%s samples=%s", + task_code, missing, mismatch, len(target_samples) ) try: @@ -324,7 +320,7 @@ class MissingDataBackfiller: task_code=task_code, table=task_result.get("table"), pk_columns=task_result.get("pk_columns", []), - missing_samples=missing_samples, + pk_samples=target_samples, start=start, end=end, page_size=page_size, @@ -333,6 +329,7 @@ class MissingDataBackfiller: results.append({ "task_code": task_code, "missing": missing, + "mismatch": mismatch, "backfilled": backfilled, "error": None, }) @@ -342,6 +339,7 @@ class MissingDataBackfiller: results.append({ "task_code": task_code, "missing": missing, + "mismatch": mismatch, "backfilled": 0, "error": str(exc), }) @@ -354,6 +352,7 @@ class MissingDataBackfiller: return { "total_missing": total_missing, + "total_mismatch": total_mismatch, "backfilled": total_backfilled, "errors": total_errors, "details": results, @@ -365,20 +364,25 @@ class MissingDataBackfiller: task_code: str, table: str, pk_columns: List[str], - missing_samples: List[Dict], + pk_samples: List[Dict], start: datetime, end: datetime, page_size: int, chunk_size: int, ) -> int: """补全单个任务的丢失数据""" + self._ensure_db() spec = _get_spec(task_code) if not spec: self.logger.warning("未找到任务规格 任务=%s", task_code) return 0 if not pk_columns: - pk_columns = _get_table_pk_columns(self.db.conn, table) + pk_columns = _get_table_pk_columns(self.db.conn, table, include_content_hash=False) + + conflict_columns = _get_table_pk_columns(self.db.conn, table, include_content_hash=True) + if not conflict_columns: + conflict_columns = pk_columns if not pk_columns: self.logger.warning("未找到主键列 任务=%s 表=%s", task_code, table) @@ -386,7 +390,7 @@ class MissingDataBackfiller: # 提取丢失的 PK 值 missing_pks: Set[Tuple] = set() - for sample in missing_samples: + for sample in pk_samples: pk_tuple = tuple(sample.get(col) for col in pk_columns) if all(v is not None for v in pk_tuple): missing_pks.add(pk_tuple) @@ -410,6 +414,12 @@ class MissingDataBackfiller: if c[1] in ("json", "jsonb") or c[2] in ("json", "jsonb") } col_names = [c[0] for c in cols_info] + + # 结束只读事务，避免长时间 API 拉取导致 idle_in_tx 超时 + try: + self.db.conn.commit() + except Exception: + self.db.conn.rollback() try: for page_no, records, _, response_payload in self.api.iter_paginated( @@ -444,9 +454,12 @@ class MissingDataBackfiller: records=records_to_insert, cols_info=cols_info, pk_columns=pk_columns, + conflict_columns=conflict_columns, db_json_cols_lower=db_json_cols_lower, ) backfilled += inserted + # 避免长事务阻塞与 idle_in_tx 超时 + self.db.conn.commit() self.logger.info( "已插入 任务=%s 页=%s 数量=%s", task_code, page_no, inserted @@ -498,6 +511,7 @@ class MissingDataBackfiller: records: List[Dict], cols_info: List[Tuple[str, str, str]], pk_columns: List[str], + conflict_columns: List[str], db_json_cols_lower: Set[str], ) -> int: """插入记录到数据库""" @@ -505,10 +519,12 @@ class MissingDataBackfiller: return 0 col_names = [c[0] for c in cols_info] + needs_content_hash = any(c[0].lower() == "content_hash" for c in cols_info) quoted_cols = ", ".join(f'"{c}"' for c in col_names) sql = f"INSERT INTO {table} ({quoted_cols}) VALUES %s" - if pk_columns: - pk_clause = ", ".join(f'"{c}"' for c in pk_columns) + conflict_cols = conflict_columns or pk_columns + if conflict_cols: + pk_clause = ", ".join(f'"{c}"' for c in conflict_cols) sql += f" ON CONFLICT ({pk_clause}) DO NOTHING" now = datetime.now(self.tz) @@ -522,12 +538,20 @@ class MissingDataBackfiller: if pk_columns: missing_pk = False for pk in pk_columns: + if str(pk).lower() == "content_hash": + continue pk_val = _get_value_case_insensitive(merged_rec, pk) if pk_val is None or pk_val == "": missing_pk = True break if missing_pk: continue + + content_hash = None + if needs_content_hash: + hash_record = dict(merged_rec) + hash_record["fetched_at"] = now + content_hash = BaseOdsTask._compute_content_hash(hash_record, include_fetched_at=True) row_vals: List[Any] = [] for (col_name, data_type, _udt) in cols_info: @@ -544,6 +568,9 @@ class MissingDataBackfiller: if col_lower == "fetched_at": row_vals.append(now) continue + if col_lower == "content_hash": + row_vals.append(content_hash) + continue value = _normalize_scalar(_get_value_case_insensitive(merged_rec, col_name)) if col_lower in db_json_cols_lower: @@ -574,9 +601,11 @@ def run_backfill( start: datetime, end: datetime, task_codes: Optional[str] = None, + include_mismatch: bool = False, dry_run: bool = False, page_size: int = 200, chunk_size: int = 500, + content_sample_limit: int | None = None, logger: logging.Logger, ) -> Dict[str, Any]: """ @@ -601,8 +630,10 @@ def run_backfill( start=start, end=end, task_codes=task_codes, + include_mismatch=include_mismatch, page_size=page_size, chunk_size=chunk_size, + content_sample_limit=content_sample_limit, ) finally: backfiller.close() @@ -615,6 +646,8 @@ def main() -> int: ap.add_argument("--start", default="2025-07-01", help="开始日期 (默认: 2025-07-01)") ap.add_argument("--end", default="", help="结束日期 (默认: 当前时间)") ap.add_argument("--task-codes", default="", help="指定任务代码（逗号分隔，留空=全部）") + ap.add_argument("--include-mismatch", action="store_true", help="同时补全内容不一致的记录") + ap.add_argument("--content-sample-limit", type=int, default=None, help="不一致样本上限 (默认: 10000)") ap.add_argument("--dry-run", action="store_true", help="仅预览，不实际写入") ap.add_argument("--page-size", type=int, default=200, help="API 分页大小 (默认: 200)") ap.add_argument("--chunk-size", type=int, default=500, help="数据库批量大小 (默认: 500)") @@ -646,15 +679,19 @@ def main() -> int: start=start, end=end, task_codes=args.task_codes or None, + include_mismatch=args.include_mismatch, dry_run=args.dry_run, page_size=args.page_size, chunk_size=args.chunk_size, + content_sample_limit=args.content_sample_limit, logger=logger, ) logger.info("=" * 60) logger.info("补全完成!") logger.info(" 总丢失: %s", result.get("total_missing", 0)) + if args.include_mismatch: + logger.info(" 总不一致: %s", result.get("total_mismatch", 0)) logger.info(" 已补全: %s", result.get("backfilled", 0)) logger.info(" 错误数: %s", result.get("errors", 0)) logger.info("=" * 60) @@ -663,17 +700,19 @@ def main() -> int: for detail in result.get("details", []): if detail.get("error"): logger.error( - " %s: 丢失=%s 补全=%s 错误=%s", + " %s: 丢失=%s 不一致=%s 补全=%s 错误=%s", detail.get("task_code"), detail.get("missing"), + detail.get("mismatch", 0), detail.get("backfilled"), detail.get("error"), ) elif detail.get("backfilled", 0) > 0: logger.info( - " %s: 丢失=%s 补全=%s", + " %s: 丢失=%s 不一致=%s 补全=%s", detail.get("task_code"), detail.get("missing"), + detail.get("mismatch", 0), detail.get("backfilled"), ) diff --git a/etl_billiards/scripts/check_data_integrity.py b/etl_billiards/scripts/check_data_integrity.py index ffe34f7..333cb1c 100644 --- a/etl_billiards/scripts/check_data_integrity.py +++ b/etl_billiards/scripts/check_data_integrity.py @@ -3,7 +3,6 @@ from __future__ import annotations import argparse -import json import sys from datetime import datetime from pathlib import Path @@ -12,12 +11,7 @@ from zoneinfo import ZoneInfo from dateutil import parser as dtparser from config.settings import AppConfig -from quality.integrity_checker import ( - IntegrityWindow, - compute_last_etl_end, - run_integrity_history, - run_integrity_window, -) +from quality.integrity_service import run_history_flow, run_window_flow, write_report from utils.logging_utils import build_log_path, configure_logging from utils.windowing import split_window @@ -38,14 +32,37 @@ def main() -> int: ap = argparse.ArgumentParser(description="Data integrity checks (API -> ODS -> DWD)") ap.add_argument("--mode", choices=["history", "window"], default="history") + ap.add_argument( + "--flow", + choices=["verify", "update_and_verify"], + default="verify", + help="verify only or update+verify (auto backfill then optional recheck)", + ) ap.add_argument("--start", default="2025-07-01", help="history start date (default: 2025-07-01)") ap.add_argument("--end", default="", help="history end datetime (default: last ETL end)") ap.add_argument("--window-start", default="", help="window start datetime (mode=window)") ap.add_argument("--window-end", default="", help="window end datetime (mode=window)") ap.add_argument("--window-split-unit", default="", help="split unit (month/none), default from config") ap.add_argument("--window-compensation-hours", type=int, default=None, help="window compensation hours, default from config") - ap.add_argument("--include-dimensions", action="store_true", help="include dimension tables in ODS->DWD checks") + ap.add_argument( + "--include-dimensions", + action="store_true", + default=None, + help="include dimension tables in ODS->DWD checks", + ) + ap.add_argument( + "--no-include-dimensions", + action="store_true", + help="exclude dimension tables in ODS->DWD checks", + ) ap.add_argument("--ods-task-codes", default="", help="comma-separated ODS task codes for API checks") + ap.add_argument("--compare-content", action="store_true", help="compare API vs ODS content hash") + ap.add_argument("--no-compare-content", action="store_true", help="disable content comparison even if enabled in config") + ap.add_argument("--include-mismatch", action="store_true", help="backfill mismatch records as well") + ap.add_argument("--no-include-mismatch", action="store_true", help="disable mismatch backfill") + ap.add_argument("--recheck", action="store_true", help="re-run checks after backfill") + ap.add_argument("--no-recheck", action="store_true", help="skip recheck after backfill") + ap.add_argument("--content-sample-limit", type=int, default=None, help="max mismatch samples per table") ap.add_argument("--out", default="", help="output JSON path") ap.add_argument("--log-file", default="", help="log file path") ap.add_argument("--log-dir", default="", help="log directory") @@ -68,6 +85,39 @@ def main() -> int: tz = ZoneInfo(cfg.get("app.timezone", "Asia/Taipei")) report_path = Path(args.out) if args.out else None + if args.recheck and args.no_recheck: + raise SystemExit("cannot set both --recheck and --no-recheck") + if args.include_mismatch and args.no_include_mismatch: + raise SystemExit("cannot set both --include-mismatch and --no-include-mismatch") + if args.include_dimensions and args.no_include_dimensions: + raise SystemExit("cannot set both --include-dimensions and --no-include-dimensions") + + compare_content = None + if args.compare_content and args.no_compare_content: + raise SystemExit("cannot set both --compare-content and --no-compare-content") + if args.compare_content: + compare_content = True + elif args.no_compare_content: + compare_content = False + + include_mismatch = cfg.get("integrity.backfill_mismatch", True) + if args.include_mismatch: + include_mismatch = True + elif args.no_include_mismatch: + include_mismatch = False + + recheck_after_backfill = cfg.get("integrity.recheck_after_backfill", True) + if args.recheck: + recheck_after_backfill = True + elif args.no_recheck: + recheck_after_backfill = False + + include_dimensions = cfg.get("integrity.include_dimensions", True) + if args.include_dimensions: + include_dimensions = True + elif args.no_include_dimensions: + include_dimensions = False + if args.mode == "window": if not args.window_start or not args.window_end: raise SystemExit("window-start and window-end are required for mode=window") @@ -88,78 +138,52 @@ def main() -> int: if not windows: windows = [(start_dt, end_dt)] - window_reports = [] - total_missing = 0 - total_errors = 0 - for idx, (seg_start, seg_end) in enumerate(windows, start=1): - window = IntegrityWindow( - start=seg_start, - end=seg_end, - label=f"segment_{idx}", - granularity="window", - ) - payload = run_integrity_window( - cfg=cfg, - window=window, - include_dimensions=args.include_dimensions, - task_codes=args.ods_task_codes, - logger=logger, - write_report=False, - report_path=None, - window_split_unit="none", - window_compensation_hours=0, - ) - window_reports.append(payload) - total_missing += int(payload.get("api_to_ods", {}).get("total_missing") or 0) - total_errors += int(payload.get("api_to_ods", {}).get("total_errors") or 0) - - overall_start = windows[0][0] - overall_end = windows[-1][1] - report = { - "mode": "window", - "window": { - "start": overall_start.isoformat(), - "end": overall_end.isoformat(), - "segments": len(windows), - }, - "windows": window_reports, - "api_to_ods": { - "total_missing": total_missing, - "total_errors": total_errors, - }, - "total_missing": total_missing, - "total_errors": total_errors, - "generated_at": datetime.now(tz).isoformat(), - } - if report_path is None: - root = Path(__file__).resolve().parents[1] - stamp = datetime.now(tz).strftime("%Y%m%d_%H%M%S") - report_path = root / "reports" / f"data_integrity_window_{stamp}.json" - report_path.parent.mkdir(parents=True, exist_ok=True) - report_path.write_text(json.dumps(report, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") - report["report_path"] = str(report_path) + report, counts = run_window_flow( + cfg=cfg, + windows=windows, + include_dimensions=bool(include_dimensions), + task_codes=args.ods_task_codes, + logger=logger, + compare_content=compare_content, + content_sample_limit=args.content_sample_limit, + do_backfill=args.flow == "update_and_verify", + include_mismatch=bool(include_mismatch), + recheck_after_backfill=bool(recheck_after_backfill), + page_size=int(cfg.get("api.page_size") or 200), + chunk_size=500, + ) + report_path = write_report(report, prefix="data_integrity_window", tz=tz, report_path=report_path) + report["report_path"] = report_path logger.info("REPORT_WRITTEN path=%s", report.get("report_path")) else: start_dt = _parse_dt(args.start, tz) if args.end: end_dt = _parse_dt(args.end, tz) else: - end_dt = compute_last_etl_end(cfg) or datetime.now(tz) - report = run_integrity_history( + end_dt = None + report, counts = run_history_flow( cfg=cfg, start_dt=start_dt, end_dt=end_dt, - include_dimensions=args.include_dimensions, + include_dimensions=bool(include_dimensions), task_codes=args.ods_task_codes, logger=logger, - write_report=True, - report_path=report_path, + compare_content=compare_content, + content_sample_limit=args.content_sample_limit, + do_backfill=args.flow == "update_and_verify", + include_mismatch=bool(include_mismatch), + recheck_after_backfill=bool(recheck_after_backfill), + page_size=int(cfg.get("api.page_size") or 200), + chunk_size=500, ) + report_path = write_report(report, prefix="data_integrity_history", tz=tz, report_path=report_path) + report["report_path"] = report_path logger.info("REPORT_WRITTEN path=%s", report.get("report_path")) logger.info( - "SUMMARY missing=%s errors=%s", - report.get("total_missing"), - report.get("total_errors"), + "SUMMARY missing=%s mismatch=%s errors=%s", + counts.get("missing"), + counts.get("mismatch"), + counts.get("errors"), ) return 0 diff --git a/etl_billiards/scripts/check_ods_gaps.py b/etl_billiards/scripts/check_ods_gaps.py index 58df520..cfbb716 100644 --- a/etl_billiards/scripts/check_ods_gaps.py +++ b/etl_billiards/scripts/check_ods_gaps.py @@ -22,6 +22,7 @@ from typing import Iterable, Sequence from zoneinfo import ZoneInfo from dateutil import parser as dtparser +from psycopg2 import InterfaceError, OperationalError from psycopg2.extras import execute_values PROJECT_ROOT = Path(__file__).resolve().parents[1] @@ -32,8 +33,14 @@ from api.client import APIClient from config.settings import AppConfig from database.connection import DatabaseConnection from models.parsers import TypeParser -from tasks.ods_tasks import ENABLED_ODS_CODES, ODS_TASK_SPECS +from tasks.ods_tasks import BaseOdsTask, ENABLED_ODS_CODES, ODS_TASK_SPECS from utils.logging_utils import build_log_path, configure_logging +from utils.ods_record_utils import ( + get_value_case_insensitive, + merge_record_layers, + normalize_pk_value, + pk_tuple_from_record, +) from utils.windowing import split_window DEFAULT_START = "2025-07-01" @@ -74,38 +81,7 @@ def _iter_windows(start: datetime, end: datetime, window_size: timedelta) -> Ite def _merge_record_layers(record: dict) -> dict: - merged = record - data_part = merged.get("data") - while isinstance(data_part, dict): - merged = {**data_part, **merged} - data_part = data_part.get("data") - settle_inner = merged.get("settleList") - if isinstance(settle_inner, dict): - merged = {**settle_inner, **merged} - return merged - - -def _get_value_case_insensitive(record: dict | None, col: str | None): - if record is None or col is None: - return None - if col in record: - return record.get(col) - col_lower = col.lower() - for k, v in record.items(): - if isinstance(k, str) and k.lower() == col_lower: - return v - return None - - -def _normalize_pk_value(value): - if value is None: - return None - if isinstance(value, str) and value.isdigit(): - try: - return int(value) - except Exception: - return value - return value + return merge_record_layers(record) def _chunked(seq: Sequence, size: int) -> Iterable[Sequence]: @@ -133,7 +109,24 @@ def _get_table_pk_columns(conn, table: str) -> list[str]: """ with conn.cursor() as cur: cur.execute(sql, (schema, name)) - return [r[0] for r in cur.fetchall()] + cols = [r[0] for r in cur.fetchall()] + return [c for c in cols if c.lower() != "content_hash"] + + +def _table_has_column(conn, table: str, column: str) -> bool: + if "." in table: + schema, name = table.split(".", 1) + else: + schema, name = "public", table + sql = """ + SELECT 1 + FROM information_schema.columns + WHERE table_schema = %s AND table_name = %s AND column_name = %s + LIMIT 1 + """ + with conn.cursor() as cur: + cur.execute(sql, (schema, name, column)) + return cur.fetchone() is not None def _fetch_existing_pk_set(conn, table: str, pk_cols: Sequence[str], pk_values: list[tuple], chunk_size: int) -> set[tuple]: @@ -155,6 +148,54 @@ def _fetch_existing_pk_set(conn, table: str, pk_cols: Sequence[str], pk_values: return existing +def _fetch_existing_pk_hash_set( + conn, table: str, pk_cols: Sequence[str], pk_hash_values: list[tuple], chunk_size: int +) -> set[tuple]: + if not pk_hash_values: + return set() + select_cols = ", ".join([*(f't.\"{c}\"' for c in pk_cols), 't.\"content_hash\"']) + value_cols = ", ".join([*(f'\"{c}\"' for c in pk_cols), '\"content_hash\"']) + join_cond = " AND ".join([*(f't.\"{c}\" = v.\"{c}\"' for c in pk_cols), 't.\"content_hash\" = v.\"content_hash\"']) + sql = ( + f"SELECT {select_cols} FROM {table} t " + f"JOIN (VALUES %s) AS v({value_cols}) ON {join_cond}" + ) + existing: set[tuple] = set() + with conn.cursor() as cur: + for chunk in _chunked(pk_hash_values, chunk_size): + execute_values(cur, sql, chunk, page_size=len(chunk)) + for row in cur.fetchall(): + existing.add(tuple(row)) + return existing + + +def _init_db_state(cfg: AppConfig) -> dict: + db_conn = DatabaseConnection(dsn=cfg["db"]["dsn"], session=cfg["db"].get("session")) + try: + db_conn.conn.rollback() + except Exception: + pass + db_conn.conn.autocommit = True + return {"db": db_conn, "conn": db_conn.conn} + + +def _reconnect_db(db_state: dict, cfg: AppConfig, logger: logging.Logger): + try: + db_state.get("db").close() + except Exception: + pass + db_state.update(_init_db_state(cfg)) + logger.warning("DB connection reset/reconnected") + return db_state["conn"] + + +def _ensure_db_conn(db_state: dict, cfg: AppConfig, logger: logging.Logger): + conn = db_state.get("conn") + if conn is None or getattr(conn, "closed", 0): + return _reconnect_db(db_state, cfg, logger) + return conn + + def _merge_common_params(cfg: AppConfig, task_code: str, base: dict) -> dict: merged: dict = {} common = cfg.get("api.params", {}) or {} @@ -182,19 +223,22 @@ def _build_params(cfg: AppConfig, spec, store_id: int, window_start: datetime | return _merge_common_params(cfg, spec.code, base) -def _pk_tuple_from_record(record: dict, pk_cols: Sequence[str]) -> tuple | None: - merged = _merge_record_layers(record) +def _pk_tuple_from_merged(merged: dict, pk_cols: Sequence[str]) -> tuple | None: values = [] for col in pk_cols: - val = _normalize_pk_value(_get_value_case_insensitive(merged, col)) + val = normalize_pk_value(get_value_case_insensitive(merged, col)) if val is None or val == "": return None values.append(val) return tuple(values) +def _pk_tuple_from_record(record: dict, pk_cols: Sequence[str]) -> tuple | None: + return pk_tuple_from_record(record, pk_cols) + + def _pk_tuple_from_ticket_candidate(value) -> tuple | None: - val = _normalize_pk_value(value) + val = normalize_pk_value(value) if val is None or val == "": return None return (val,) @@ -204,10 +248,17 @@ def _format_missing_sample(pk_cols: Sequence[str], pk_tuple: tuple) -> dict: return {col: pk_tuple[idx] for idx, col in enumerate(pk_cols)} +def _format_mismatch_sample(pk_cols: Sequence[str], pk_tuple: tuple, content_hash: str | None) -> dict: + sample = _format_missing_sample(pk_cols, pk_tuple) + if content_hash: + sample["content_hash"] = content_hash + return sample + + def _check_spec( *, client: APIClient, - db_conn, + db_state: dict, cfg: AppConfig, tz: ZoneInfo, logger: logging.Logger, @@ -219,6 +270,8 @@ def _check_spec( page_size: int, chunk_size: int, sample_limit: int, + compare_content: bool, + content_sample_limit: int, sleep_per_window: float, sleep_per_page: float, ) -> dict: @@ -231,19 +284,34 @@ def _check_spec( "records_with_pk": 0, "missing": 0, "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], "pages": 0, "skipped_missing_pk": 0, "errors": 0, "error_detail": None, } - pk_cols = _get_table_pk_columns(db_conn, spec.table_name) + db_conn = _ensure_db_conn(db_state, cfg, logger) + try: + pk_cols = _get_table_pk_columns(db_conn, spec.table_name) + except (OperationalError, InterfaceError): + db_conn = _reconnect_db(db_state, cfg, logger) + pk_cols = _get_table_pk_columns(db_conn, spec.table_name) result["pk_columns"] = pk_cols if not pk_cols: result["errors"] = 1 result["error_detail"] = "no primary key columns found" return result + try: + has_content_hash = bool(compare_content and _table_has_column(db_conn, spec.table_name, "content_hash")) + except (OperationalError, InterfaceError): + db_conn = _reconnect_db(db_state, cfg, logger) + has_content_hash = bool(compare_content and _table_has_column(db_conn, spec.table_name, "content_hash")) + result["compare_content"] = bool(compare_content) + result["content_hash_supported"] = has_content_hash + if spec.requires_window and spec.time_fields: if not start or not end: result["errors"] = 1 @@ -293,24 +361,33 @@ def _check_spec( result["pages"] += 1 result["records"] += len(records) pk_tuples: list[tuple] = [] + pk_hash_tuples: list[tuple] = [] for rec in records: if not isinstance(rec, dict): result["skipped_missing_pk"] += 1 window_skipped += 1 continue - pk_tuple = _pk_tuple_from_record(rec, pk_cols) + merged = _merge_record_layers(rec) + pk_tuple = _pk_tuple_from_merged(merged, pk_cols) if not pk_tuple: result["skipped_missing_pk"] += 1 window_skipped += 1 continue pk_tuples.append(pk_tuple) + if has_content_hash: + content_hash = BaseOdsTask._compute_content_hash(merged, include_fetched_at=False) + pk_hash_tuples.append((*pk_tuple, content_hash)) if not pk_tuples: continue result["records_with_pk"] += len(pk_tuples) pk_unique = list(dict.fromkeys(pk_tuples)) - existing = _fetch_existing_pk_set(db_conn, spec.table_name, pk_cols, pk_unique, chunk_size) + try: + existing = _fetch_existing_pk_set(db_conn, spec.table_name, pk_cols, pk_unique, chunk_size) + except (OperationalError, InterfaceError): + db_conn = _reconnect_db(db_state, cfg, logger) + existing = _fetch_existing_pk_set(db_conn, spec.table_name, pk_cols, pk_unique, chunk_size) for pk_tuple in pk_unique: if pk_tuple in existing: continue @@ -321,6 +398,29 @@ def _check_spec( window_missing += 1 if len(result["missing_samples"]) < sample_limit: result["missing_samples"].append(_format_missing_sample(pk_cols, pk_tuple)) + + if has_content_hash and pk_hash_tuples: + pk_hash_unique = list(dict.fromkeys(pk_hash_tuples)) + try: + existing_hash = _fetch_existing_pk_hash_set( + db_conn, spec.table_name, pk_cols, pk_hash_unique, chunk_size + ) + except (OperationalError, InterfaceError): + db_conn = _reconnect_db(db_state, cfg, logger) + existing_hash = _fetch_existing_pk_hash_set( + db_conn, spec.table_name, pk_cols, pk_hash_unique, chunk_size + ) + for pk_hash_tuple in pk_hash_unique: + pk_tuple = pk_hash_tuple[:-1] + if pk_tuple not in existing: + continue + if pk_hash_tuple in existing_hash: + continue + result["mismatch"] += 1 + if len(result["mismatch_samples"]) < content_sample_limit: + result["mismatch_samples"].append( + _format_mismatch_sample(pk_cols, pk_tuple, pk_hash_tuple[-1]) + ) if logger.isEnabledFor(logging.DEBUG): logger.debug( "PAGE task=%s idx=%s page=%s records=%s missing=%s skipped=%s", @@ -369,7 +469,7 @@ def _check_spec( def _check_settlement_tickets( *, client: APIClient, - db_conn, + db_state: dict, cfg: AppConfig, tz: ZoneInfo, logger: logging.Logger, @@ -380,11 +480,18 @@ def _check_settlement_tickets( page_size: int, chunk_size: int, sample_limit: int, + compare_content: bool, + content_sample_limit: int, sleep_per_window: float, sleep_per_page: float, ) -> dict: table_name = "billiards_ods.settlement_ticket_details" - pk_cols = _get_table_pk_columns(db_conn, table_name) + db_conn = _ensure_db_conn(db_state, cfg, logger) + try: + pk_cols = _get_table_pk_columns(db_conn, table_name) + except (OperationalError, InterfaceError): + db_conn = _reconnect_db(db_state, cfg, logger) + pk_cols = _get_table_pk_columns(db_conn, table_name) result = { "task_code": "ODS_SETTLEMENT_TICKET", "table": table_name, @@ -394,6 +501,8 @@ def _check_settlement_tickets( "records_with_pk": 0, "missing": 0, "missing_samples": [], + "mismatch": 0, + "mismatch_samples": [], "pages": 0, "skipped_missing_pk": 0, "errors": 0, @@ -476,7 +585,11 @@ def _check_settlement_tickets( result["records_with_pk"] += len(pk_tuples) pk_unique = list(dict.fromkeys(pk_tuples)) - existing = _fetch_existing_pk_set(db_conn, table_name, pk_cols, pk_unique, chunk_size) + try: + existing = _fetch_existing_pk_set(db_conn, table_name, pk_cols, pk_unique, chunk_size) + except (OperationalError, InterfaceError): + db_conn = _reconnect_db(db_state, cfg, logger) + existing = _fetch_existing_pk_set(db_conn, table_name, pk_cols, pk_unique, chunk_size) for pk_tuple in pk_unique: if pk_tuple in existing: continue @@ -585,6 +698,8 @@ def run_gap_check( cutoff_overlap_hours: int, allow_small_window: bool, logger: logging.Logger, + compare_content: bool = False, + content_sample_limit: int | None = None, window_split_unit: str | None = None, window_compensation_hours: int | None = None, ) -> dict: @@ -668,6 +783,9 @@ def run_gap_check( if windows: start, end = windows[0][0], windows[-1][1] + if content_sample_limit is None: + content_sample_limit = sample_limit + logger.info( "START range=%s~%s window_days=%s window_hours=%s split_unit=%s comp_hours=%s page_size=%s chunk_size=%s", start.isoformat() if isinstance(start, datetime) else None, @@ -690,12 +808,7 @@ def run_gap_check( headers_extra=cfg["api"].get("headers_extra") or {}, ) - db_conn = DatabaseConnection(dsn=cfg["db"]["dsn"], session=cfg["db"].get("session")) - try: - db_conn.conn.rollback() - except Exception: - pass - db_conn.conn.autocommit = True + db_state = _init_db_state(cfg) try: task_filter = {t.strip().upper() for t in (task_codes or "").split(",") if t.strip()} specs = [s for s in ODS_TASK_SPECS if s.code in ENABLED_ODS_CODES] @@ -708,7 +821,7 @@ def run_gap_check( continue result = _check_spec( client=client, - db_conn=db_conn.conn, + db_state=db_state, cfg=cfg, tz=tz, logger=logger, @@ -720,6 +833,8 @@ def run_gap_check( page_size=page_size, chunk_size=chunk_size, sample_limit=sample_limit, + compare_content=compare_content, + content_sample_limit=content_sample_limit, sleep_per_window=sleep_per_window, sleep_per_page=sleep_per_page, ) @@ -735,7 +850,7 @@ def run_gap_check( if (not task_filter) or ("ODS_SETTLEMENT_TICKET" in task_filter): ticket_result = _check_settlement_tickets( client=client, - db_conn=db_conn.conn, + db_state=db_state, cfg=cfg, tz=tz, logger=logger, @@ -746,6 +861,8 @@ def run_gap_check( page_size=page_size, chunk_size=chunk_size, sample_limit=sample_limit, + compare_content=compare_content, + content_sample_limit=content_sample_limit, sleep_per_window=sleep_per_window, sleep_per_page=sleep_per_page, ) @@ -759,6 +876,7 @@ def run_gap_check( ) total_missing = sum(int(r.get("missing") or 0) for r in results) + total_mismatch = sum(int(r.get("mismatch") or 0) for r in results) total_errors = sum(int(r.get("errors") or 0) for r in results) payload = { @@ -772,16 +890,22 @@ def run_gap_check( "page_size": page_size, "chunk_size": chunk_size, "sample_limit": sample_limit, + "compare_content": compare_content, + "content_sample_limit": content_sample_limit, "store_id": store_id, "base_url": cfg.get("api.base_url"), "results": results, "total_missing": total_missing, + "total_mismatch": total_mismatch, "total_errors": total_errors, "generated_at": datetime.now(tz).isoformat(), } return payload finally: - db_conn.close() + try: + db_state.get("db").close() + except Exception: + pass def main() -> int: @@ -796,6 +920,13 @@ def main() -> int: ap.add_argument("--page-size", type=int, default=200, help="API page size (default: 200)") ap.add_argument("--chunk-size", type=int, default=500, help="DB query chunk size (default: 500)") ap.add_argument("--sample-limit", type=int, default=50, help="max missing PK samples per table") + ap.add_argument("--compare-content", action="store_true", help="compare record content hash (mismatch detection)") + ap.add_argument( + "--content-sample-limit", + type=int, + default=None, + help="max mismatch samples per table (default: same as --sample-limit)", + ) ap.add_argument("--sleep-per-window-seconds", type=float, default=0, help="sleep seconds after each window") ap.add_argument("--sleep-per-page-seconds", type=float, default=0, help="sleep seconds after each page") ap.add_argument("--task-codes", default="", help="comma-separated task codes to check (optional)") @@ -847,6 +978,8 @@ def main() -> int: cutoff_overlap_hours=args.cutoff_overlap_hours, allow_small_window=args.allow_small_window, logger=logger, + compare_content=args.compare_content, + content_sample_limit=args.content_sample_limit, window_split_unit=args.window_split_unit or None, window_compensation_hours=args.window_compensation_hours, ) @@ -862,8 +995,9 @@ def main() -> int: out_path.write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") logger.info("REPORT_WRITTEN path=%s", out_path) logger.info( - "SUMMARY missing=%s errors=%s", + "SUMMARY missing=%s mismatch=%s errors=%s", payload.get("total_missing"), + payload.get("total_mismatch"), payload.get("total_errors"), ) diff --git a/etl_billiards/scripts/migrate_snapshot_ods.py b/etl_billiards/scripts/migrate_snapshot_ods.py new file mode 100644 index 0000000..fed58d6 --- /dev/null +++ b/etl_billiards/scripts/migrate_snapshot_ods.py @@ -0,0 +1,324 @@ +# -*- coding: utf-8 -*- +""" +迁移到“快照型 ODS + DWD SCD2”： +1) 为所有 ODS 表补充 content_hash，并以 (业务主键, content_hash) 作为新主键； +2) 基于 payload 计算 content_hash，避免重复快照； +3) 为所有 DWD 维度表补齐 SCD2 字段，并调整主键为 (业务主键, scd2_start_time)。 + +用法： + PYTHONPATH=. python -m etl_billiards.scripts.migrate_snapshot_ods --dsn "postgresql://..." + +可选参数： + --only-ods / --only-dwd + --dry-run + --batch-size 500 +""" +from __future__ import annotations + +import argparse +import hashlib +import json +import os +from typing import Any, Iterable, List, Sequence + +import psycopg2 +from psycopg2.extras import execute_batch, RealDictCursor + + +def _hash_default(value): + return value.isoformat() if hasattr(value, "isoformat") else str(value) + + +def _sanitize_record_for_hash(record: Any) -> Any: + exclude = { + "data", + "payload", + "source_file", + "source_endpoint", + "fetched_at", + "content_hash", + "record_index", + } + + def _strip(value): + if isinstance(value, dict): + cleaned = {} + for k, v in value.items(): + if isinstance(k, str) and k.lower() in exclude: + continue + cleaned[k] = _strip(v) + return cleaned + if isinstance(value, list): + return [_strip(v) for v in value] + return value + + return _strip(record or {}) + + +def _compute_content_hash(record: Any) -> str: + cleaned = _sanitize_record_for_hash(record) + payload = json.dumps( + cleaned, + ensure_ascii=False, + sort_keys=True, + separators=(",", ":"), + default=_hash_default, + ) + return hashlib.sha256(payload.encode("utf-8")).hexdigest() + + +def _fetch_tables(cur, schema: str) -> List[str]: + cur.execute( + """ + SELECT table_name + FROM information_schema.tables + WHERE table_schema = %s AND table_type = 'BASE TABLE' + ORDER BY table_name + """, + (schema,), + ) + return [r[0] for r in cur.fetchall()] + + +def _fetch_columns(cur, schema: str, table: str) -> List[str]: + cur.execute( + """ + SELECT column_name + FROM information_schema.columns + WHERE table_schema = %s AND table_name = %s + ORDER BY ordinal_position + """, + (schema, table), + ) + cols = [] + for row in cur.fetchall(): + if isinstance(row, dict): + cols.append(row.get("column_name")) + else: + cols.append(row[0]) + return [c for c in cols if c] + + +def _fetch_pk_constraint(cur, schema: str, table: str) -> tuple[str | None, list[str]]: + cur.execute( + """ + SELECT tc.constraint_name, kcu.column_name, kcu.ordinal_position + FROM information_schema.table_constraints tc + JOIN information_schema.key_column_usage kcu + ON tc.constraint_name = kcu.constraint_name + AND tc.table_schema = kcu.table_schema + WHERE tc.constraint_type = 'PRIMARY KEY' + AND tc.table_schema = %s + AND tc.table_name = %s + ORDER BY kcu.ordinal_position + """, + (schema, table), + ) + rows = cur.fetchall() + if not rows: + return None, [] + if isinstance(rows[0], dict): + name = rows[0].get("constraint_name") + cols = [r.get("column_name") for r in rows] + else: + name = rows[0][0] + cols = [r[1] for r in rows] + return name, [c for c in cols if c] + + +def _ensure_content_hash_column(cur, schema: str, table: str, dry_run: bool) -> None: + cols = _fetch_columns(cur, schema, table) + if any(c.lower() == "content_hash" for c in cols): + return + sql = f'ALTER TABLE "{schema}"."{table}" ADD COLUMN content_hash TEXT' + if dry_run: + print(f"[DRY] {sql}") + return + print(f"[ODS] 添加 content_hash: {schema}.{table}") + cur.execute(sql) + + +def _backfill_content_hash(conn, schema: str, table: str, batch_size: int, dry_run: bool) -> int: + updated = 0 + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cols = _fetch_columns(cur, schema, table) + if "content_hash" not in [c.lower() for c in cols]: + return 0 + pk_name, pk_cols = _fetch_pk_constraint(cur, schema, table) + if not pk_cols: + return 0 + # 过滤 content_hash + pk_cols = [c for c in pk_cols if c.lower() != "content_hash"] + select_cols = [*pk_cols] + if any(c.lower() == "payload" for c in cols): + select_cols.append("payload") + else: + select_cols.extend([c for c in cols if c.lower() not in {"content_hash"}]) + select_cols_sql = ", ".join(f'"{c}"' for c in select_cols) + sql = f'SELECT {select_cols_sql} FROM "{schema}"."{table}" WHERE content_hash IS NULL' + cur.execute(sql) + rows = cur.fetchall() + + if not rows: + return 0 + + def build_row(row: dict) -> tuple: + payload = row.get("payload") + if payload is None: + payload = {k: v for k, v in row.items() if k.lower() not in {"content_hash", "payload"}} + content_hash = _compute_content_hash(payload) + key_vals = [row.get(k) for k in pk_cols] + return (content_hash, *key_vals) + + updates = [build_row(r) for r in rows] + if dry_run: + print(f"[DRY] {schema}.{table}: 预计更新 {len(updates)} 行 content_hash") + return len(updates) + + where_clause = " AND ".join([f'"{c}" = %s' for c in pk_cols]) + update_sql = ( + f'UPDATE "{schema}"."{table}" SET content_hash = %s ' + f'WHERE {where_clause} AND content_hash IS NULL' + ) + with conn.cursor() as cur2: + execute_batch(cur2, update_sql, updates, page_size=batch_size) + updated = cur2.rowcount or len(updates) + print(f"[ODS] {schema}.{table}: 更新 content_hash {updated} 行") + return updated + + +def _ensure_ods_primary_key(cur, schema: str, table: str, dry_run: bool) -> None: + name, pk_cols = _fetch_pk_constraint(cur, schema, table) + if not pk_cols: + return + if any(c.lower() == "content_hash" for c in pk_cols): + return + new_pk = pk_cols + ["content_hash"] + drop_sql = f'ALTER TABLE "{schema}"."{table}" DROP CONSTRAINT "{name}"' + cols_sql = ", ".join([f'"{c}"' for c in new_pk]) + add_sql = f'ALTER TABLE "{schema}"."{table}" ADD PRIMARY KEY ({cols_sql})' + if dry_run: + print(f"[DRY] {drop_sql}") + print(f"[DRY] {add_sql}") + return + print(f"[ODS] 变更主键: {schema}.{table} -> ({', '.join(new_pk)})") + cur.execute(drop_sql) + cur.execute(add_sql) + + +def _migrate_ods(conn, schema: str, batch_size: int, dry_run: bool) -> None: + with conn.cursor() as cur: + tables = _fetch_tables(cur, schema) + for table in tables: + with conn.cursor() as cur: + _ensure_content_hash_column(cur, schema, table, dry_run) + conn.commit() + _backfill_content_hash(conn, schema, table, batch_size, dry_run) + with conn.cursor() as cur: + _ensure_ods_primary_key(cur, schema, table, dry_run) + conn.commit() + + +def _backfill_scd2_fields(cur, schema: str, table: str, columns: Sequence[str], dry_run: bool) -> None: + lower = {c.lower() for c in columns} + fallback_cols = [ + "updated_at", + "update_time", + "created_at", + "create_time", + "fetched_at", + ] + fallback = None + for col in fallback_cols: + if col in lower: + fallback = f'"{col}"' + break + if fallback is None: + fallback = "now()" + + sql = ( + f'UPDATE "{schema}"."{table}" ' + f'SET scd2_start_time = COALESCE(scd2_start_time, {fallback}), ' + f"scd2_end_time = COALESCE(scd2_end_time, TIMESTAMPTZ '9999-12-31'), " + f"scd2_is_current = COALESCE(scd2_is_current, 1), " + f"scd2_version = COALESCE(scd2_version, 1) " + f"WHERE scd2_start_time IS NULL OR scd2_end_time IS NULL OR scd2_is_current IS NULL OR scd2_version IS NULL" + ) + if dry_run: + print(f"[DRY] {sql}") + return + cur.execute(sql) + + +def _ensure_dwd_primary_key(cur, schema: str, table: str, dry_run: bool) -> None: + name, pk_cols = _fetch_pk_constraint(cur, schema, table) + if not pk_cols: + return + if any(c.lower() == "scd2_start_time" for c in pk_cols): + return + new_pk = pk_cols + ["scd2_start_time"] + drop_sql = f'ALTER TABLE "{schema}"."{table}" DROP CONSTRAINT "{name}"' + cols_sql = ", ".join([f'"{c}"' for c in new_pk]) + add_sql = f'ALTER TABLE "{schema}"."{table}" ADD PRIMARY KEY ({cols_sql})' + if dry_run: + print(f"[DRY] {drop_sql}") + print(f"[DRY] {add_sql}") + return + print(f"[DWD] 变更主键: {schema}.{table} -> ({', '.join(new_pk)})") + cur.execute(drop_sql) + cur.execute(add_sql) + + +def _migrate_dwd(conn, schema: str, dry_run: bool) -> None: + with conn.cursor() as cur: + cur.execute( + """ + SELECT DISTINCT table_name + FROM information_schema.columns + WHERE table_schema = %s AND column_name ILIKE 'scd2_start_time' + ORDER BY table_name + """, + (schema,), + ) + tables = [r[0] for r in cur.fetchall()] + + for table in tables: + with conn.cursor() as cur: + cols = _fetch_columns(cur, schema, table) + _backfill_scd2_fields(cur, schema, table, cols, dry_run) + conn.commit() + with conn.cursor() as cur: + _ensure_dwd_primary_key(cur, schema, table, dry_run) + conn.commit() + + +def main() -> int: + parser = argparse.ArgumentParser(description="迁移 ODS 快照 + DWD SCD2") + parser.add_argument("--dsn", dest="dsn", help="PostgreSQL DSN（也可用环境变量 PG_DSN）") + parser.add_argument("--schema-ods", dest="schema_ods", default="billiards_ods") + parser.add_argument("--schema-dwd", dest="schema_dwd", default="billiards_dwd") + parser.add_argument("--batch-size", dest="batch_size", type=int, default=500) + parser.add_argument("--only-ods", dest="only_ods", action="store_true") + parser.add_argument("--only-dwd", dest="only_dwd", action="store_true") + parser.add_argument("--dry-run", dest="dry_run", action="store_true") + args = parser.parse_args() + + dsn = args.dsn or os.environ.get("PG_DSN") + if not dsn: + print("缺少 DSN（--dsn 或环境变量 PG_DSN）") + return 2 + + conn = psycopg2.connect(dsn) + conn.autocommit = False + try: + if not args.only_dwd: + _migrate_ods(conn, args.schema_ods, args.batch_size, args.dry_run) + if not args.only_ods: + _migrate_dwd(conn, args.schema_dwd, args.dry_run) + return 0 + finally: + conn.close() + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/etl_billiards/tasks/data_integrity_task.py b/etl_billiards/tasks/data_integrity_task.py index bba9b1d..4f7a253 100644 --- a/etl_billiards/tasks/data_integrity_task.py +++ b/etl_billiards/tasks/data_integrity_task.py @@ -1,4 +1,4 @@ -# -*- coding: utf-8 -*- +# -*- coding: utf-8 -*- """Data integrity task that checks API -> ODS -> DWD completeness.""" from __future__ import annotations @@ -7,16 +7,9 @@ from zoneinfo import ZoneInfo from dateutil import parser as dtparser -import json -from pathlib import Path from utils.windowing import build_window_segments, calc_window_minutes from .base_task import BaseTask -from quality.integrity_checker import ( - IntegrityWindow, - compute_last_etl_end, - run_integrity_history, - run_integrity_window, -) +from quality.integrity_service import run_history_flow, run_window_flow, write_report class DataIntegrityTask(BaseTask): @@ -31,15 +24,25 @@ class DataIntegrityTask(BaseTask): include_dimensions = bool(self.config.get("integrity.include_dimensions", False)) task_codes = str(self.config.get("integrity.ods_task_codes", "") or "").strip() auto_backfill = bool(self.config.get("integrity.auto_backfill", False)) + compare_content = self.config.get("integrity.compare_content") + if compare_content is None: + compare_content = True + content_sample_limit = self.config.get("integrity.content_sample_limit") + backfill_mismatch = self.config.get("integrity.backfill_mismatch") + if backfill_mismatch is None: + backfill_mismatch = True + recheck_after_backfill = self.config.get("integrity.recheck_after_backfill") + if recheck_after_backfill is None: + recheck_after_backfill = True - # 检测是否通过 CLI 传入了时间窗口参数（window_override） - # 如果有，自动切换到 window 模式 + # Switch to window mode when CLI override is provided. window_override_start = self.config.get("run.window_override.start") window_override_end = self.config.get("run.window_override.end") if window_override_start or window_override_end: self.logger.info( - "检测到 CLI 时间窗口参数，自动切换到 window 模式: %s ~ %s", - window_override_start, window_override_end + "Detected CLI window override. Switching to window mode: %s ~ %s", + window_override_start, + window_override_end, ) mode = "window" @@ -57,65 +60,28 @@ class DataIntegrityTask(BaseTask): total_segments = len(segments) if total_segments > 1: - self.logger.info("数据完整性检查: 分段执行 共%s段", total_segments) + self.logger.info("Data integrity check split into %s segments.", total_segments) - window_reports = [] - total_missing = 0 - total_errors = 0 - for idx, (seg_start, seg_end) in enumerate(segments, start=1): - window = IntegrityWindow( - start=seg_start, - end=seg_end, - label=f"segment_{idx}", - granularity="window", - ) - payload = run_integrity_window( - cfg=self.config, - window=window, - include_dimensions=include_dimensions, - task_codes=task_codes, - logger=self.logger, - write_report=False, - window_split_unit="none", - window_compensation_hours=0, - ) - window_reports.append(payload) - total_missing += int(payload.get("api_to_ods", {}).get("total_missing") or 0) - total_errors += int(payload.get("api_to_ods", {}).get("total_errors") or 0) + report, counts = run_window_flow( + cfg=self.config, + windows=segments, + include_dimensions=include_dimensions, + task_codes=task_codes, + logger=self.logger, + compare_content=bool(compare_content), + content_sample_limit=content_sample_limit, + do_backfill=bool(auto_backfill), + include_mismatch=bool(backfill_mismatch), + recheck_after_backfill=bool(recheck_after_backfill), + page_size=int(self.config.get("api.page_size") or 200), + chunk_size=500, + ) overall_start = segments[0][0] overall_end = segments[-1][1] - report = { - "mode": "window", - "window": { - "start": overall_start.isoformat(), - "end": overall_end.isoformat(), - "segments": total_segments, - }, - "windows": window_reports, - "api_to_ods": { - "total_missing": total_missing, - "total_errors": total_errors, - }, - "total_missing": total_missing, - "total_errors": total_errors, - "generated_at": datetime.now(tz).isoformat(), - } - report_path = self._write_report(report, "data_integrity_window") + report_path = write_report(report, prefix="data_integrity_window", tz=tz) report["report_path"] = report_path - missing_count = int(total_missing or 0) - counts = { - "missing": missing_count, - "errors": int(total_errors or 0), - } - - # ???? - backfill_result = None - if auto_backfill and missing_count > 0: - backfill_result = self._run_backfill(base_start, base_end, task_codes) - counts["backfilled"] = backfill_result.get("backfilled", 0) - return { "status": "SUCCESS", "counts": counts, @@ -125,7 +91,7 @@ class DataIntegrityTask(BaseTask): "minutes": calc_window_minutes(overall_start, overall_end), }, "report_path": report_path, - "backfill_result": backfill_result, + "backfill_result": report.get("backfill_result"), } history_start = str(self.config.get("integrity.history_start", "2025-07-01") or "2025-07-01") @@ -136,77 +102,52 @@ class DataIntegrityTask(BaseTask): else: start_dt = start_dt.astimezone(tz) + end_dt = None if history_end: end_dt = dtparser.parse(history_end) if end_dt.tzinfo is None: end_dt = end_dt.replace(tzinfo=tz) else: end_dt = end_dt.astimezone(tz) - else: - end_dt = compute_last_etl_end(self.config) or datetime.now(tz) - report = run_integrity_history( + report, counts = run_history_flow( cfg=self.config, start_dt=start_dt, end_dt=end_dt, include_dimensions=include_dimensions, task_codes=task_codes, logger=self.logger, - write_report=True, + compare_content=bool(compare_content), + content_sample_limit=content_sample_limit, + do_backfill=bool(auto_backfill), + include_mismatch=bool(backfill_mismatch), + recheck_after_backfill=bool(recheck_after_backfill), + page_size=int(self.config.get("api.page_size") or 200), + chunk_size=500, ) - missing_count = int(report.get("total_missing") or 0) - counts = { - "missing": missing_count, - "errors": int(report.get("total_errors") or 0), - } - - # 自动补全 - backfill_result = None - if auto_backfill and missing_count > 0: - backfill_result = self._run_backfill(start_dt, end_dt, task_codes) - counts["backfilled"] = backfill_result.get("backfilled", 0) - + report_path = write_report(report, prefix="data_integrity_history", tz=tz) + report["report_path"] = report_path + + end_dt_used = end_dt + if end_dt_used is None: + end_str = report.get("end") + if end_str: + parsed = dtparser.parse(end_str) + if parsed.tzinfo is None: + end_dt_used = parsed.replace(tzinfo=tz) + else: + end_dt_used = parsed.astimezone(tz) + if end_dt_used is None: + end_dt_used = start_dt + return { "status": "SUCCESS", "counts": counts, "window": { "start": start_dt, - "end": end_dt, - "minutes": int((end_dt - start_dt).total_seconds() // 60) if end_dt > start_dt else 0, + "end": end_dt_used, + "minutes": int((end_dt_used - start_dt).total_seconds() // 60) if end_dt_used > start_dt else 0, }, - "report_path": report.get("report_path"), - "backfill_result": backfill_result, + "report_path": report_path, + "backfill_result": report.get("backfill_result"), } - - def _write_report(self, report: dict, prefix: str) -> str: - root = Path(__file__).resolve().parents[1] - stamp = datetime.now(self.tz).strftime("%Y%m%d_%H%M%S") - path = root / "reports" / f"{prefix}_{stamp}.json" - path.parent.mkdir(parents=True, exist_ok=True) - path.write_text(json.dumps(report, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") - return str(path) - - def _run_backfill(self, start_dt: datetime, end_dt: datetime, task_codes: str) -> dict: - """运行数据补全""" - self.logger.info("自动补全开始 起始=%s 结束=%s", start_dt, end_dt) - try: - from scripts.backfill_missing_data import run_backfill - result = run_backfill( - cfg=self.config, - start=start_dt, - end=end_dt, - task_codes=task_codes or None, - dry_run=False, - page_size=200, - chunk_size=500, - logger=self.logger, - ) - self.logger.info( - "自动补全完成 已补全=%s 错误数=%s", - result.get("backfilled", 0), - result.get("errors", 0), - ) - return result - except Exception as exc: - self.logger.exception("自动补全失败") - return {"backfilled": 0, "errors": 1, "error": str(exc)} diff --git a/etl_billiards/tasks/dwd_load_task.py b/etl_billiards/tasks/dwd_load_task.py index f7e841c..62ca7e8 100644 --- a/etl_billiards/tasks/dwd_load_task.py +++ b/etl_billiards/tasks/dwd_load_task.py @@ -2,8 +2,10 @@ """DWD 装载任务：从 ODS 增量写入 DWD（维度 SCD2，事实按时间增量）。""" from __future__ import annotations +import re import time -from datetime import datetime +from datetime import date, datetime +from decimal import Decimal, InvalidOperation from typing import Any, Dict, Iterable, List, Sequence from psycopg2.extras import RealDictCursor, execute_batch, execute_values @@ -77,6 +79,37 @@ class DwdLoadTask(BaseTask): "billiards_dwd.dwd_assistant_service_log", } + _NUMERIC_RE = re.compile(r"^[+-]?\d+(?:\.\d+)?$") + _BOOL_STRINGS = {"true", "false", "1", "0", "yes", "no", "y", "n", "t", "f"} + + def _strip_scd2_keys(self, pk_cols: Sequence[str]) -> list[str]: + return [c for c in pk_cols if c.lower() not in self.SCD_COLS] + + @staticmethod + def _pick_snapshot_order_column(ods_cols: Sequence[str]) -> str | None: + lower_cols = {c.lower() for c in ods_cols} + for candidate in ("fetched_at", "update_time", "create_time"): + if candidate in lower_cols: + return candidate + return None + + @staticmethod + def _latest_snapshot_select_sql( + select_cols_sql: str, + ods_table_sql: str, + key_exprs: Sequence[str], + order_col: str | None, + where_sql: str = "", + ) -> str: + if key_exprs and order_col: + distinct_on = ", ".join(key_exprs) + order_by = ", ".join([*key_exprs, f'"{order_col}" DESC NULLS LAST']) + return ( + f"SELECT DISTINCT ON ({distinct_on}) {select_cols_sql} " + f"FROM {ods_table_sql} {where_sql} ORDER BY {order_by}" + ) + return f"SELECT {select_cols_sql} FROM {ods_table_sql} {where_sql}" + # 特殊列映射：dwd 列名 -> 源列表达式（可选 CAST） FACT_MAPPINGS: dict[str, list[tuple[str, str, str | None]]] = { # 维度表（补齐主键/字段差异） @@ -652,9 +685,8 @@ class DwdLoadTask(BaseTask): if not pk_cols: raise ValueError(f"{dwd_table} 未配置主键，无法执行维表合并") - pk_has_scd = any(pk.lower() in self.SCD_COLS for pk in pk_cols) scd_cols_present = any(c.lower() in self.SCD_COLS for c in dwd_cols) - if scd_cols_present and pk_has_scd: + if scd_cols_present: return self._merge_dim_scd2(cur, dwd_table, ods_table, dwd_cols, ods_cols, now) return self._merge_dim_type1_upsert(cur, dwd_table, ods_table, dwd_cols, ods_cols, pk_cols, now) @@ -701,12 +733,19 @@ class DwdLoadTask(BaseTask): if not select_exprs: return 0 - # 对于 dim_site 和 dim_site_ex，使用 DISTINCT ON 优化查询 - # 避免从大表 table_fee_transactions 全表扫描，只获取每个 site_id 的最新记录 - if dwd_table in ("billiards_dwd.dim_site", "billiards_dwd.dim_site_ex"): - sql = f"SELECT DISTINCT ON (site_id) {', '.join(select_exprs)} FROM {ods_table_sql} ORDER BY site_id, fetched_at DESC NULLS LAST" - else: - sql = f"SELECT {', '.join(select_exprs)} FROM {ods_table_sql}" + order_col = self._pick_snapshot_order_column(ods_cols) + business_keys = self._strip_scd2_keys(pk_cols) + key_exprs: list[str] = [] + for key in business_keys: + lc = key.lower() + if lc in mapping: + src, cast_type = mapping[lc] + key_exprs.append(self._cast_expr(src, cast_type)) + elif lc in ods_set: + key_exprs.append(f'"{lc}"') + + select_cols_sql = ", ".join(select_exprs) + sql = self._latest_snapshot_select_sql(select_cols_sql, ods_table_sql, key_exprs, order_col) cur.execute(sql) rows = [{k.lower(): v for k, v in r.items()} for r in cur.fetchall()] @@ -784,7 +823,11 @@ class DwdLoadTask(BaseTask): if not pk_cols: raise ValueError(f"{dwd_table} 未配置主键，无法执行 SCD2 合并") - mapping = self._build_column_mapping(dwd_table, pk_cols, ods_cols) + business_keys = self._strip_scd2_keys(pk_cols) + if not business_keys: + raise ValueError(f"{dwd_table} primary key only contains SCD2 columns; cannot merge") + + mapping = self._build_column_mapping(dwd_table, business_keys, ods_cols) ods_set = {c.lower() for c in ods_cols} table_sql = self._format_table(ods_table, "billiards_ods") # 构造 SELECT 表达式，支持 JSON/expression 映射 @@ -806,7 +849,7 @@ class DwdLoadTask(BaseTask): select_exprs.append('"categoryboxes" AS "categoryboxes"') added.add("categoryboxes") # 主键兜底确保被选出 - for pk in pk_cols: + for pk in business_keys: lc = pk.lower() if lc not in added: if lc in mapping: @@ -819,7 +862,18 @@ class DwdLoadTask(BaseTask): if not select_exprs: return 0 - sql = f"SELECT {', '.join(select_exprs)} FROM {table_sql}" + order_col = self._pick_snapshot_order_column(ods_cols) + key_exprs: list[str] = [] + for key in business_keys: + lc = key.lower() + if lc in mapping: + src, cast_type = mapping[lc] + key_exprs.append(self._cast_expr(src, cast_type)) + elif lc in ods_set: + key_exprs.append(f'"{lc}"') + + select_cols_sql = ", ".join(select_exprs) + sql = self._latest_snapshot_select_sql(select_cols_sql, table_sql, key_exprs, order_col) cur.execute(sql) rows = [{k.lower(): v for k, v in r.items()} for r in cur.fetchall()] @@ -842,11 +896,11 @@ class DwdLoadTask(BaseTask): value = row.get(src.lower()) mapped_row[lc] = value - pk_key = tuple(mapped_row.get(pk) for pk in pk_cols) + pk_key = tuple(mapped_row.get(pk) for pk in business_keys) if pk_key in seen_pk: continue if any(v is None for v in pk_key): - self.logger.warning("跳过 %s：主键缺失 %s", dwd_table, dict(zip(pk_cols, pk_key))) + self.logger.warning("跳过 %s：主键缺失 %s", dwd_table, dict(zip(business_keys, pk_key))) continue seen_pk.add(pk_key) src_rows_by_pk[pk_key] = mapped_row @@ -862,7 +916,7 @@ class DwdLoadTask(BaseTask): current_by_pk: dict[tuple[Any, ...], Dict[str, Any]] = {} for r in current_rows: rr = {k.lower(): v for k, v in r.items()} - pk_key = tuple(rr.get(pk) for pk in pk_cols) + pk_key = tuple(rr.get(pk) for pk in business_keys) current_by_pk[pk_key] = rr # 计算需要关闭/插入的主键集合 @@ -881,7 +935,7 @@ class DwdLoadTask(BaseTask): # 先关闭旧版本（同一批次统一 end_time） if to_close: - self._close_current_dim_bulk(cur, dwd_table, pk_cols, to_close, now) + self._close_current_dim_bulk(cur, dwd_table, business_keys, to_close, now) # 批量插入新版本 if to_insert: @@ -1031,10 +1085,105 @@ class DwdLoadTask(BaseTask): lc = col.lower() if lc in self.SCD_COLS: continue - if current.get(lc) != incoming.get(lc): + if not self._values_equal(current.get(lc), incoming.get(lc)): return True return False + def _values_equal(self, current_val: Any, incoming_val: Any) -> bool: + """Normalize common type mismatches (numeric/text, naive/aware datetime) before compare.""" + current_val = self._normalize_empty(current_val) + incoming_val = self._normalize_empty(incoming_val) + if current_val is None and incoming_val is None: + return True + + # Datetime normalization (naive vs aware) + if isinstance(current_val, (datetime, date)) or isinstance(incoming_val, (datetime, date)): + return self._normalize_datetime(current_val) == self._normalize_datetime(incoming_val) + + # Boolean normalization + if self._looks_bool(current_val) or self._looks_bool(incoming_val): + cur_bool = self._coerce_bool(current_val) + inc_bool = self._coerce_bool(incoming_val) + if cur_bool is not None and inc_bool is not None: + return cur_bool == inc_bool + + # Numeric normalization (string vs numeric) + if self._looks_numeric(current_val) or self._looks_numeric(incoming_val): + cur_num = self._coerce_numeric(current_val) + inc_num = self._coerce_numeric(incoming_val) + if cur_num is not None and inc_num is not None: + return cur_num == inc_num + + return current_val == incoming_val + + def _normalize_empty(self, value: Any) -> Any: + if isinstance(value, str): + stripped = value.strip() + return None if stripped == "" else stripped + return value + + def _normalize_datetime(self, value: Any) -> Any: + if value is None: + return None + if isinstance(value, date) and not isinstance(value, datetime): + value = datetime.combine(value, datetime.min.time()) + if not isinstance(value, datetime): + return value + if value.tzinfo is None: + return value.replace(tzinfo=self.tz) + return value.astimezone(self.tz) + + def _looks_numeric(self, value: Any) -> bool: + if isinstance(value, (int, float, Decimal)) and not isinstance(value, bool): + return True + if isinstance(value, str): + return bool(self._NUMERIC_RE.match(value.strip())) + return False + + def _coerce_numeric(self, value: Any) -> Decimal | None: + value = self._normalize_empty(value) + if value is None: + return None + if isinstance(value, bool): + return Decimal(int(value)) + if isinstance(value, (int, float, Decimal)): + try: + return Decimal(str(value)) + except InvalidOperation: + return None + if isinstance(value, str): + s = value.strip() + if not self._NUMERIC_RE.match(s): + return None + try: + return Decimal(s) + except InvalidOperation: + return None + return None + + def _looks_bool(self, value: Any) -> bool: + if isinstance(value, bool): + return True + if isinstance(value, str): + return value.strip().lower() in self._BOOL_STRINGS + return False + + def _coerce_bool(self, value: Any) -> bool | None: + value = self._normalize_empty(value) + if value is None: + return None + if isinstance(value, bool): + return value + if isinstance(value, (int, Decimal)) and not isinstance(value, bool): + return bool(int(value)) + if isinstance(value, str): + s = value.strip().lower() + if s in {"true", "1", "yes", "y", "t"}: + return True + if s in {"false", "0", "no", "n", "f"}: + return False + return None + def _merge_fact_increment( self, cur, @@ -1052,6 +1201,9 @@ class DwdLoadTask(BaseTask): mapping: Dict[str, tuple[str, str | None]] = { dst.lower(): (src, cast_type) for dst, src, cast_type in mapping_entries } + ods_set = {c.lower() for c in ods_cols} + snapshot_mode = "content_hash" in ods_set + fact_upsert = bool(self.config.get("dwd.fact_upsert", True)) mapping_dest = [dst for dst, _, _ in mapping_entries] insert_cols: List[str] = list(mapping_dest) @@ -1064,7 +1216,6 @@ class DwdLoadTask(BaseTask): insert_cols.append(col) pk_cols = self._get_primary_keys(cur, dwd_table) - ods_set = {c.lower() for c in ods_cols} existing_lower = [c.lower() for c in insert_cols] for pk in pk_cols: pk_lower = pk.lower() @@ -1092,7 +1243,11 @@ class DwdLoadTask(BaseTask): self.logger.warning("跳过 %s：未找到可插入的列", dwd_table) return 0 - order_col = self._pick_order_column(dwd_table, dwd_cols, ods_cols) + order_col = ( + self._pick_snapshot_order_column(ods_cols) + if snapshot_mode + else self._pick_order_column(dwd_table, dwd_cols, ods_cols) + ) where_sql = "" params: List[Any] = [] dwd_table_sql = self._format_table(dwd_table, "billiards_dwd") @@ -1122,12 +1277,40 @@ class DwdLoadTask(BaseTask): select_cols_sql = ", ".join(select_exprs) insert_cols_sql = ", ".join(f'"{c}"' for c in insert_cols) - sql = f'INSERT INTO {dwd_table_sql} ({insert_cols_sql}) SELECT {select_cols_sql} FROM {ods_table_sql} {where_sql}' + if snapshot_mode and pk_cols: + key_exprs: list[str] = [] + for pk in pk_cols: + pk_lower = pk.lower() + if pk_lower in mapping: + src, cast_type = mapping[pk_lower] + key_exprs.append(self._cast_expr(src, cast_type)) + elif pk_lower in ods_set: + key_exprs.append(f'"{pk_lower}"') + elif "id" in ods_set: + key_exprs.append('"id"') + select_sql = self._latest_snapshot_select_sql( + select_cols_sql, + ods_table_sql, + key_exprs, + order_col, + where_sql, + ) + sql = f'INSERT INTO {dwd_table_sql} ({insert_cols_sql}) {select_sql}' + else: + sql = f'INSERT INTO {dwd_table_sql} ({insert_cols_sql}) SELECT {select_cols_sql} FROM {ods_table_sql} {where_sql}' pk_cols = self._get_primary_keys(cur, dwd_table) if pk_cols: pk_sql = ", ".join(f'"{c}"' for c in pk_cols) - sql += f" ON CONFLICT ({pk_sql}) DO NOTHING" + pk_lower = {c.lower() for c in pk_cols} + set_exprs = [f'"{c}" = EXCLUDED."{c}"' for c in insert_cols if c.lower() not in pk_lower] + if snapshot_mode or fact_upsert: + if set_exprs: + sql += f" ON CONFLICT ({pk_sql}) DO UPDATE SET {', '.join(set_exprs)}" + else: + sql += f" ON CONFLICT ({pk_sql}) DO NOTHING" + else: + sql += f" ON CONFLICT ({pk_sql}) DO NOTHING" cur.execute(sql, params) inserted = cur.rowcount diff --git a/etl_billiards/tasks/manual_ingest_task.py b/etl_billiards/tasks/manual_ingest_task.py index 15ffa7d..1b9be35 100644 --- a/etl_billiards/tasks/manual_ingest_task.py +++ b/etl_billiards/tasks/manual_ingest_task.py @@ -2,6 +2,7 @@ """手工示例数据灌入：按 schema_ODS_doc.sql 的表结构写入 ODS。""" from __future__ import annotations +import hashlib import json import os from datetime import datetime @@ -252,12 +253,17 @@ class ManualIngestTask(BaseTask): except Exception: pk_index = None + has_content_hash = any(c[0].lower() == "content_hash" for c in columns_info) + col_list = ", ".join(f'"{c}"' for c in columns) sql_prefix = f"INSERT INTO {table} ({col_list}) VALUES %s" if pk_col_db: - update_cols = [c for c in columns if c != pk_col_db] - set_clause = ", ".join(f'"{c}"=EXCLUDED."{c}"' for c in update_cols) - sql_prefix += f' ON CONFLICT ("{pk_col_db}") DO UPDATE SET {set_clause}' + if has_content_hash: + sql_prefix += f' ON CONFLICT ("{pk_col_db}", "content_hash") DO NOTHING' + else: + update_cols = [c for c in columns if c != pk_col_db] + set_clause = ", ".join(f'"{c}"=EXCLUDED."{c}"' for c in update_cols) + sql_prefix += f' ON CONFLICT ("{pk_col_db}") DO UPDATE SET {set_clause}' params = [] now = datetime.now() @@ -284,6 +290,12 @@ class ManualIngestTask(BaseTask): if pk_col and (pk_val is None or pk_val == ""): continue + content_hash = None + if has_content_hash: + hash_record = dict(merged_rec) + hash_record["fetched_at"] = merged_rec.get("fetched_at", now) + content_hash = self._compute_content_hash(hash_record, include_fetched_at=True) + row_vals = [] for col_name, data_type, udt in columns_info: col_lower = col_name.lower() @@ -296,6 +308,9 @@ class ManualIngestTask(BaseTask): if col_lower == "fetched_at": row_vals.append(merged_rec.get(col_name, now)) continue + if col_lower == "content_hash": + row_vals.append(content_hash) + continue value = self._normalize_scalar(self._get_value_case_insensitive(merged_rec, col_name)) @@ -401,3 +416,48 @@ class ManualIngestTask(BaseTask): if dt.startswith("timestamp") or dt in ("date", "time", "interval"): return value if isinstance(value, str) else None return value + + @staticmethod + def _hash_default(value): + if isinstance(value, datetime): + return value.isoformat() + return str(value) + + @classmethod + def _sanitize_record_for_hash(cls, record: dict, *, include_fetched_at: bool) -> dict: + exclude = { + "data", + "payload", + "source_file", + "source_endpoint", + "content_hash", + "record_index", + } + if not include_fetched_at: + exclude.add("fetched_at") + + def _strip(value): + if isinstance(value, dict): + cleaned = {} + for k, v in value.items(): + if isinstance(k, str) and k.lower() in exclude: + continue + cleaned[k] = _strip(v) + return cleaned + if isinstance(value, list): + return [_strip(v) for v in value] + return value + + return _strip(record or {}) + + @classmethod + def _compute_content_hash(cls, record: dict, *, include_fetched_at: bool) -> str: + cleaned = cls._sanitize_record_for_hash(record, include_fetched_at=include_fetched_at) + payload = json.dumps( + cleaned, + ensure_ascii=False, + sort_keys=True, + separators=(",", ":"), + default=cls._hash_default, + ) + return hashlib.sha256(payload.encode("utf-8")).hexdigest() diff --git a/etl_billiards/tasks/ods_tasks.py b/etl_billiards/tasks/ods_tasks.py index 37df0ff..1d77e02 100644 --- a/etl_billiards/tasks/ods_tasks.py +++ b/etl_billiards/tasks/ods_tasks.py @@ -2,6 +2,7 @@ """ODS ingestion tasks.""" from __future__ import annotations +import hashlib import json from dataclasses import dataclass, field from datetime import datetime, timedelta @@ -317,6 +318,7 @@ class BaseOdsTask(BaseTask): db_json_cols_lower = { c[0].lower() for c in cols_info if c[1] in ("json", "jsonb") or c[2] in ("json", "jsonb") } + needs_content_hash = any(c[0].lower() == "content_hash" for c in cols_info) col_names = [c[0] for c in cols_info] quoted_cols = ", ".join(f'\"{c}\"' for c in col_names) @@ -330,6 +332,7 @@ class BaseOdsTask(BaseTask): params: list[tuple] = [] skipped = 0 + merged_records: list[dict] = [] root_site_profile = None if isinstance(response_payload, dict): @@ -345,6 +348,7 @@ class BaseOdsTask(BaseTask): continue merged_rec = self._merge_record_layers(rec) + merged_records.append({"raw": rec, "merged": merged_rec}) if table in {"billiards_ods.recharge_settlements", "billiards_ods.settlement_records"}: site_profile = merged_rec.get("siteProfile") or merged_rec.get("site_profile") or root_site_profile if isinstance(site_profile, dict): @@ -363,9 +367,42 @@ class BaseOdsTask(BaseTask): _fill_missing("siteid", [site_profile.get("siteId"), site_profile.get("id")]) _fill_missing("sitename", [site_profile.get("shop_name"), site_profile.get("siteName")]) + has_fetched_at = any(c[0].lower() == "fetched_at" for c in cols_info) + business_keys = [c for c in pk_cols if str(c).lower() != "content_hash"] + compare_latest = bool(needs_content_hash and has_fetched_at and business_keys) + latest_compare_hash: dict[tuple[Any, ...], str | None] = {} + if compare_latest: + key_values: list[tuple[Any, ...]] = [] + for item in merged_records: + merged_rec = item["merged"] + key = tuple(self._get_value_case_insensitive(merged_rec, k) for k in business_keys) + if any(v is None or v == "" for v in key): + continue + key_values.append(key) + + if key_values: + with self.db.conn.cursor() as cur: + latest_payloads = self._fetch_latest_payloads(cur, table, business_keys, key_values) + for key, payload in latest_payloads.items(): + latest_compare_hash[key] = self._compute_compare_hash_from_payload(payload) + + for item in merged_records: + rec = item["raw"] + merged_rec = item["merged"] + + content_hash = None + compare_hash = None + if needs_content_hash: + compare_hash = self._compute_content_hash(merged_rec, include_fetched_at=False) + hash_record = dict(merged_rec) + hash_record["fetched_at"] = now + content_hash = self._compute_content_hash(hash_record, include_fetched_at=True) + if pk_cols: missing_pk = False for pk in pk_cols: + if str(pk).lower() == "content_hash": + continue pk_val = self._get_value_case_insensitive(merged_rec, pk) if pk_val is None or pk_val == "": missing_pk = True @@ -374,6 +411,16 @@ class BaseOdsTask(BaseTask): skipped += 1 continue + if compare_latest and compare_hash is not None: + key = tuple(self._get_value_case_insensitive(merged_rec, k) for k in business_keys) + if any(v is None or v == "" for v in key): + skipped += 1 + continue + last_hash = latest_compare_hash.get(key) + if last_hash is not None and last_hash == compare_hash: + skipped += 1 + continue + row_vals: list[Any] = [] for (col_name, data_type, _udt) in cols_info: col_lower = col_name.lower() @@ -389,6 +436,9 @@ class BaseOdsTask(BaseTask): if col_lower == "fetched_at": row_vals.append(now) continue + if col_lower == "content_hash": + row_vals.append(content_hash) + continue value = self._normalize_scalar(self._get_value_case_insensitive(merged_rec, col_name)) if col_lower in db_json_cols_lower: @@ -472,6 +522,93 @@ class BaseOdsTask(BaseTask): return resolver(spec.endpoint) return None + @staticmethod + def _hash_default(value): + if isinstance(value, datetime): + return value.isoformat() + return str(value) + + @classmethod + def _sanitize_record_for_hash(cls, record: dict, *, include_fetched_at: bool) -> dict: + exclude = { + "data", + "payload", + "source_file", + "source_endpoint", + "content_hash", + "record_index", + } + if not include_fetched_at: + exclude.add("fetched_at") + + def _strip(value): + if isinstance(value, dict): + cleaned = {} + for k, v in value.items(): + if isinstance(k, str) and k.lower() in exclude: + continue + cleaned[k] = _strip(v) + return cleaned + if isinstance(value, list): + return [_strip(v) for v in value] + return value + + return _strip(record or {}) + + @classmethod + def _compute_content_hash(cls, record: dict, *, include_fetched_at: bool) -> str: + cleaned = cls._sanitize_record_for_hash(record, include_fetched_at=include_fetched_at) + payload = json.dumps( + cleaned, + ensure_ascii=False, + sort_keys=True, + separators=(",", ":"), + default=cls._hash_default, + ) + return hashlib.sha256(payload.encode("utf-8")).hexdigest() + + @staticmethod + def _compute_compare_hash_from_payload(payload: Any) -> str | None: + if payload is None: + return None + if isinstance(payload, str): + try: + payload = json.loads(payload) + except Exception: + return None + if not isinstance(payload, dict): + return None + merged = BaseOdsTask._merge_record_layers(payload) + return BaseOdsTask._compute_content_hash(merged, include_fetched_at=False) + + @staticmethod + def _fetch_latest_payloads(cur, table: str, business_keys: Sequence[str], key_values: Sequence[tuple]) -> dict: + if not business_keys or not key_values: + return {} + keys_sql = ", ".join(f'"{k}"' for k in business_keys) + sql = ( + f"WITH keys({keys_sql}) AS (VALUES %s) " + f"SELECT DISTINCT ON ({keys_sql}) {keys_sql}, payload " + f"FROM {table} t JOIN keys k USING ({keys_sql}) " + f"ORDER BY {keys_sql}, fetched_at DESC NULLS LAST" + ) + unique_keys = list({tuple(k) for k in key_values}) + execute_values(cur, sql, unique_keys, page_size=500) + rows = cur.fetchall() or [] + result = {} + if rows and isinstance(rows[0], dict): + for r in rows: + key = tuple(r[k] for k in business_keys) + result[key] = r.get("payload") + return result + + key_len = len(business_keys) + for r in rows: + key = tuple(r[:key_len]) + payload = r[key_len] if len(r) > key_len else None + result[key] = payload + return result + def _int_col(name: str, *sources: str, required: bool = False) -> ColumnSpec: return ColumnSpec( diff --git a/etl_billiards/tests/unit/task_test_utils.py b/etl_billiards/tests/unit/task_test_utils.py index 47ef95e..216de7a 100644 --- a/etl_billiards/tests/unit/task_test_utils.py +++ b/etl_billiards/tests/unit/task_test_utils.py @@ -176,6 +176,7 @@ class FakeCursor: ("id", "bigint", "int8"), ("sitegoodsstockid", "bigint", "int8"), ("record_index", "integer", "int4"), + ("content_hash", "text", "text"), ("source_file", "text", "text"), ("source_endpoint", "text", "text"), ("fetched_at", "timestamp with time zone", "timestamptz"), diff --git a/etl_billiards/utils/ods_record_utils.py b/etl_billiards/utils/ods_record_utils.py new file mode 100644 index 0000000..548003a --- /dev/null +++ b/etl_billiards/utils/ods_record_utils.py @@ -0,0 +1,55 @@ +# -*- coding: utf-8 -*- +"""Shared helpers for ODS/API record normalization.""" +from __future__ import annotations + +from typing import Iterable + + +def merge_record_layers(record: dict) -> dict: + """Flatten nested data/settleList layers into a single dict.""" + merged = record + data_part = merged.get("data") + while isinstance(data_part, dict): + merged = {**data_part, **merged} + data_part = data_part.get("data") + settle_inner = merged.get("settleList") + if isinstance(settle_inner, dict): + merged = {**settle_inner, **merged} + return merged + + +def get_value_case_insensitive(record: dict | None, col: str | None): + """Fetch column value without case sensitivity.""" + if record is None or col is None: + return None + if col in record: + return record.get(col) + col_lower = col.lower() + for k, v in record.items(): + if isinstance(k, str) and k.lower() == col_lower: + return v + return None + + +def normalize_pk_value(value): + """Normalize PK value (e.g., digit string -> int).""" + if value is None: + return None + if isinstance(value, str) and value.isdigit(): + try: + return int(value) + except Exception: + return value + return value + + +def pk_tuple_from_record(record: dict, pk_cols: Iterable[str]) -> tuple | None: + """Extract PK tuple from a record.""" + merged = merge_record_layers(record) + values = [] + for col in pk_cols: + val = normalize_pk_value(get_value_case_insensitive(merged, col)) + if val is None or val == "": + return None + values.append(val) + return tuple(values) diff --git a/query_db.py b/query_db.py new file mode 100644 index 0000000..03c08a0 --- /dev/null +++ b/query_db.py @@ -0,0 +1,153 @@ +import psycopg2 + +# Database connection +dsn = 'postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test' + +conn = psycopg2.connect(dsn) +cur = conn.cursor() + +print('=' * 80) +print('1. ALL SCHEMAS') +print('=' * 80) +cur.execute(""" +SELECT schema_name FROM information_schema.schemata +WHERE schema_name NOT IN ('pg_catalog', 'information_schema', 'pg_toast') +ORDER BY schema_name; +""") +for row in cur.fetchall(): + print(row[0]) + +print() +print('=' * 80) +print('2. TABLES IN BUSINESS SCHEMAS') +print('=' * 80) +cur.execute(""" +SELECT table_schema, table_name, table_type +FROM information_schema.tables +WHERE table_schema IN ('billiards', 'billiards_ods', 'billiards_dwd', 'billiards_dws', 'etl_admin') +ORDER BY table_schema, table_name; +""") +print(f"{'Schema':<20} {'Table Name':<50} {'Type':<15}") +print('-' * 85) +for row in cur.fetchall(): + print(f"{row[0]:<20} {row[1]:<50} {row[2]:<15}") + +print() +print('=' * 80) +print('3. COLUMN DETAILS FOR billiards_dwd SCHEMA') +print('=' * 80) +cur.execute(""" +SELECT + c.table_schema, + c.table_name, + c.column_name, + c.data_type, + c.character_maximum_length, + c.numeric_precision, + c.numeric_scale, + c.is_nullable, + c.column_default, + c.ordinal_position +FROM information_schema.columns c +WHERE c.table_schema = 'billiards_dwd' +ORDER BY c.table_name, c.ordinal_position; +""") +current_table = None +for row in cur.fetchall(): + if current_table != row[1]: + current_table = row[1] + print() + print(f"Table: {row[0]}.{row[1]}") + print(f"{'#':<4} {'Column':<35} {'Data Type':<25} {'Nullable':<10} {'Default':<30}") + print('-' * 110) + + data_type = row[3] + if row[4]: # character_maximum_length + data_type += f"({row[4]})" + elif row[5] and row[6]: # numeric precision and scale + data_type += f"({row[5]},{row[6]})" + elif row[5]: + data_type += f"({row[5]})" + + default_val = str(row[8])[:28] if row[8] else '' + print(f"{row[9]:<4} {row[2]:<35} {data_type:<25} {row[7]:<10} {default_val:<30}") + +print() +print('=' * 80) +print('4. PRIMARY KEYS IN billiards_dwd') +print('=' * 80) +cur.execute(""" +SELECT + tc.table_schema, + tc.table_name, + kcu.column_name +FROM information_schema.table_constraints tc +JOIN information_schema.key_column_usage kcu + ON tc.constraint_name = kcu.constraint_name + AND tc.table_schema = kcu.table_schema +WHERE tc.constraint_type = 'PRIMARY KEY' +AND tc.table_schema = 'billiards_dwd' +ORDER BY tc.table_name, kcu.ordinal_position; +""") +print(f"{'Schema':<20} {'Table Name':<40} {'PK Column':<30}") +print('-' * 90) +for row in cur.fetchall(): + print(f"{row[0]:<20} {row[1]:<40} {row[2]:<30}") + +print() +print('=' * 80) +print('5. TABLE COMMENTS IN billiards_dwd') +print('=' * 80) +cur.execute(""" +SELECT + n.nspname AS schema_name, + c.relname AS table_name, + d.description AS table_comment +FROM pg_class c +JOIN pg_namespace n ON n.oid = c.relnamespace +LEFT JOIN pg_description d ON d.objoid = c.oid AND d.objsubid = 0 +WHERE n.nspname = 'billiards_dwd' AND c.relkind = 'r' +ORDER BY c.relname; +""") +print(f"{'Schema':<20} {'Table Name':<40} {'Comment':<50}") +print('-' * 110) +for row in cur.fetchall(): + comment = row[2] if row[2] else '(no comment)' + print(f"{row[0]:<20} {row[1]:<40} {comment:<50}") + +print() +print('=' * 80) +print('6. COLUMN COMMENTS IN billiards_dwd') +print('=' * 80) +cur.execute(""" +SELECT + n.nspname AS schema_name, + c.relname AS table_name, + a.attname AS column_name, + d.description AS column_comment +FROM pg_class c +JOIN pg_namespace n ON n.oid = c.relnamespace +JOIN pg_attribute a ON a.attrelid = c.oid +LEFT JOIN pg_description d ON d.objoid = c.oid AND d.objsubid = a.attnum +WHERE n.nspname = 'billiards_dwd' + AND c.relkind = 'r' + AND a.attnum > 0 + AND NOT a.attisdropped +ORDER BY c.relname, a.attnum; +""") +current_table = None +for row in cur.fetchall(): + if current_table != row[1]: + current_table = row[1] + print() + print(f"Table: {row[0]}.{row[1]}") + print(f"{'Column':<35} {'Comment':<60}") + print('-' * 95) + comment = row[3] if row[3] else '(no comment)' + print(f"{row[2]:<35} {comment:<60}") + +conn.close() +print() +print('=' * 80) +print('Query completed successfully!') +print('=' * 80) diff --git a/tmp/fetch_member_balance_change.py b/tmp/fetch_member_balance_change.py new file mode 100644 index 0000000..587ac66 --- /dev/null +++ b/tmp/fetch_member_balance_change.py @@ -0,0 +1,144 @@ +# -*- coding: utf-8 -*- +""" +获取会员余额变动数据: /MemberProfile/GetMemberCardBalanceChange +时间范围: 2025-11-01 ~ 当前 + +数据来源说明: +- API 端点: /MemberProfile/GetMemberCardBalanceChange +- ODS 表: billiards_ods.member_balance_changes +- DWD 表: billiards_dwd.dwd_member_balance_change +- 数据路径: data.tenantMemberCardLogs +""" + +import os +import sys +import json +from pathlib import Path +from datetime import datetime + +# 添加项目根目录到 path +project_root = Path(__file__).resolve().parents[1] +etl_billiards_dir = project_root / "etl_billiards" +sys.path.insert(0, str(project_root)) +sys.path.insert(0, str(etl_billiards_dir)) + +from api.client import APIClient +from config.env_parser import load_env_overrides +from config.defaults import DEFAULTS + + +def main(): + import argparse + parser = argparse.ArgumentParser(description="获取会员余额变动数据") + parser.add_argument("--start", default="2025-11-01", help="开始日期 (YYYY-MM-DD)") + parser.add_argument("--end", default=None, help="结束日期 (YYYY-MM-DD)，默认当前时间") + args = parser.parse_args() + + # 加载配置 + cfg = load_env_overrides(DEFAULTS) + + api_base = cfg.get("api", {}).get("base_url", "https://pc.ficoo.vip/apiprod/admin/v1") + token = cfg.get("api", {}).get("token") + store_id = cfg.get("app", {}).get("store_id") + + if not token: + print("错误: 未配置 API_TOKEN 或 FICOO_TOKEN 环境变量") + print("请在 .env 文件中设置: FICOO_TOKEN=your_token_here") + sys.exit(1) + + if not store_id: + print("错误: 未配置 STORE_ID 环境变量") + print("请在 .env 文件中设置: STORE_ID=your_store_id") + sys.exit(1) + + print(f"API Base URL: {api_base}") + print(f"Store ID: {store_id}") + print(f"Token: {token[:20]}..." if len(token) > 20 else f"Token: {token}") + + # 创建 API 客户端 + client = APIClient( + base_url=api_base, + token=token, + timeout=30, + retry_max=3, + ) + + # 设置时间范围 + start_time = f"{args.start} 00:00:00" + end_time = f"{args.end} 23:59:59" if args.end else datetime.now().strftime("%Y-%m-%d %H:%M:%S") + + print(f"\n时间范围: {start_time} ~ {end_time}") + print("-" * 60) + + # 请求参数 + params = { + "siteId": int(store_id), + "startTime": start_time, + "endTime": end_time, + } + + endpoint = "/MemberProfile/GetMemberCardBalanceChange" + + print(f"正在调用 API: {endpoint}") + print(f"参数: {json.dumps(params, ensure_ascii=False, indent=2)}") + print("-" * 60) + + try: + # 获取分页数据 + records, pages_meta = client.get_paginated( + endpoint=endpoint, + params=params, + page_size=200, + data_path=("data",), + list_key="tenantMemberCardLogs", + ) + + print(f"\n获取成功!") + print(f"总记录数: {len(records)}") + print(f"总页数: {len(pages_meta)}") + + # 输出目录 + output_dir = Path(__file__).parent / "output" + output_dir.mkdir(exist_ok=True) + + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + output_file = output_dir / f"member_balance_change_{timestamp}.json" + + # 保存数据 + output_data = { + "endpoint": endpoint, + "params": { + "siteId": int(store_id), + "startTime": start_time, + "endTime": end_time, + }, + "fetched_at": datetime.now().isoformat(), + "total_records": len(records), + "total_pages": len(pages_meta), + "data": records, + } + + with open(output_file, "w", encoding="utf-8") as f: + json.dump(output_data, f, ensure_ascii=False, indent=2) + + print(f"\n数据已保存到: {output_file}") + + # 打印前几条记录预览 + if records: + print(f"\n前 3 条记录预览:") + print("-" * 60) + for i, rec in enumerate(records[:3]): + print(f"\n记录 {i+1}:") + print(json.dumps(rec, ensure_ascii=False, indent=2)) + + return records + + except Exception as e: + print(f"\n错误: {e}") + import traceback + traceback.print_exc() + sys.exit(1) + + +if __name__ == "__main__": + main() diff --git a/tmp/list_all_tables.py b/tmp/list_all_tables.py new file mode 100644 index 0000000..604e328 --- /dev/null +++ b/tmp/list_all_tables.py @@ -0,0 +1,17 @@ +import psycopg2 + +dsn = 'postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test' +conn = psycopg2.connect(dsn) +cur = conn.cursor() +cur.execute(""" + SELECT table_name + FROM information_schema.tables + WHERE table_schema = 'billiards_dwd' + ORDER BY table_name +""") +tables = [row[0] for row in cur.fetchall()] +print('Tables in billiards_dwd:') +for t in tables: + print(t) +print(f'\nTotal: {len(tables)} tables') +conn.close() diff --git a/tmp/output/member_balance_change_20260130_205701.json b/tmp/output/member_balance_change_20260130_205701.json new file mode 100644 index 0000000..cb661c5 --- /dev/null +++ b/tmp/output/member_balance_change_20260130_205701.json @@ -0,0 +1,73153 @@ +{ + "endpoint": "/MemberProfile/GetMemberCardBalanceChange", + "params": { + "siteId": 2790685415443269, + "startTime": "2025-11-01 00:00:00", + "endTime": "2026-01-30 20:56:28" + }, + "fetched_at": "2026-01-30T20:57:01.254334", + "total_records": 2438, + "total_pages": 13, + "data": [ + { + "memberCardTypeName": "台费卡", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "吴生", + "memberMobile": "13600453341", + "id": 3073751211328901, + "account_data": -51.93, + "after": 737.07, + "before": 789.0, + "card_type_id": 2791990152417157, + "create_time": "2026-01-30 19:21:27", + "from_type": 1, + "is_delete": 0, + "operator_id": 2790687322443013, + "operator_name": "收银员:郑丽珊", + "payment_method": 0, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 3073751165486469, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207355336453, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2983144658832005, + "tenant_member_id": 2799207356434181, + "principal_after": 737.07, + "principal_before": 789.0, + "principal_data": -51.93 + }, + { + "memberCardTypeName": "储值卡", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "吴生", + "memberMobile": "13600453341", + "id": 3073750321677957, + "account_data": -62.61, + "after": 3075.33, + "before": 3137.94, + "card_type_id": 2793249295533893, + "create_time": "2026-01-30 19:20:33", + "from_type": 1, + "is_delete": 0, + "operator_id": 2790687322443013, + "operator_name": "收银员:郑丽珊", + "payment_method": 0, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 3073750241936773, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207355336453, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2799216538830597, + "tenant_member_id": 2799207356434181, + "principal_after": 3075.33, + "principal_before": 3137.94, + "principal_data": -62.61 + }, + { + "memberCardTypeName": "储值卡", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "轩哥", + "memberMobile": "18826267530", + "id": 3072782513456517, + "account_data": -7085.31, + "after": 2914.69, + "before": 10000.0, + "card_type_id": 2793249295533893, + "create_time": "2026-01-30 02:56:03", + "from_type": 1, + "is_delete": 0, + "operator_id": 2790687322443013, + "operator_name": "收银员:郑丽珊", + "payment_method": 0, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 3072782428636613, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207521568517, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2799217444914949, + "tenant_member_id": 2799207522600709, + "principal_after": 2914.69, + "principal_before": 10000.0, + "principal_data": -7085.31 + }, + { + "memberCardTypeName": "活动抵用券", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "轩哥", + "memberMobile": "18826267530", + "id": 3072782513243525, + "account_data": -1288.0, + "after": 0.0, + "before": 1288.0, + "card_type_id": 2793266846533445, + "create_time": "2026-01-30 02:56:03", + "from_type": 1, + "is_delete": 0, + "operator_id": 2790687322443013, + "operator_name": "收银员:郑丽珊", + "payment_method": 0, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 3072782428636613, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207521568517, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2807890878272261, + "tenant_member_id": 2799207522600709, + "principal_after": 0.0, + "principal_before": 0.0, + "principal_data": 0.0 + }, + { + "memberCardTypeName": "活动抵用券", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "陈先生", + "memberMobile": "15915782829", + "id": 3072757527416517, + "account_data": 288.0, + "after": 288.0, + "before": 0.0, + "card_type_id": 2793266846533445, + "create_time": "2026-01-30 02:30:38", + "from_type": 4, + "is_delete": 0, + "operator_id": 2800459869441029, + "operator_name": "店长:谢晓洪", + "payment_method": 3, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 0, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207289947909, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2806708229588805, + "tenant_member_id": 2799207290996485, + "principal_after": 0.0, + "principal_before": 0.0, + "principal_data": 0.0 + }, + { + "memberCardTypeName": "储值卡", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "陈先生", + "memberMobile": "15915782829", + "id": 3072754582865349, + "account_data": -2579.11, + "after": 1093.82, + "before": 3672.93, + "card_type_id": 2793249295533893, + "create_time": "2026-01-30 02:27:38", + "from_type": 1, + "is_delete": 0, + "operator_id": 2790687322443013, + "operator_name": "收银员:郑丽珊", + "payment_method": 0, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 3072754533959301, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207289947909, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2799216397240069, + "tenant_member_id": 2799207290996485, + "principal_after": 1093.82, + "principal_before": 3672.93, + "principal_data": -2579.11 + }, + { + "memberCardTypeName": "储值卡", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "陈先生", + "memberMobile": "15915782829", + "id": 3072754359502277, + "account_data": 3000.0, + "after": 3672.93, + "before": 672.93, + "card_type_id": 2793249295533893, + "create_time": "2026-01-30 02:27:24", + "from_type": 3, + "is_delete": 0, + "operator_id": 2790687322443013, + "operator_name": "收银员:郑丽珊", + "payment_method": 4, + "refund_amount": 0.0, + "register_site_id": 2790685415443269, + "relate_id": 3072754355946949, + "remark": "", + "site_id": 2790685415443269, + "system_member_id": 2799207289947909, + "tenant_id": 2790683160709957, + "tenant_member_card_id": 2799216397240069, + "tenant_member_id": 2799207290996485, + "principal_after": 3672.93, + "principal_before": 672.93, + "principal_data": 3000.0 + }, + { + "memberCardTypeName": "活动抵用券", + "paySiteName": "朗朗桌球", + "registerSiteName": "朗朗桌球", + "memberName": "轩哥", + "memberMobile": "18826267530", + "id": 3072743656476357, + "account_data": 1288.0, + "after": 1288.0, + "before": 0.0, + "card_type_id": 2793266846533445, + "create_time": "2026-01-30 02:16:31", + 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"principal_after": 2673.19, + "principal_before": 2681.19, + "principal_data": -8.0 + } + ] +} \ No newline at end of file diff --git a/tmp/query_missing_tables.py b/tmp/query_missing_tables.py new file mode 100644 index 0000000..6d8784c --- /dev/null +++ b/tmp/query_missing_tables.py @@ -0,0 +1,137 @@ +import psycopg2 +from decimal import Decimal +from datetime import datetime, date, time +import os + +dsn = 'postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test' +conn = psycopg2.connect(dsn) +cur = conn.cursor() + +missing_tables = [ + 'dwd_assistant_trash_event', + 'dwd_assistant_trash_event_ex', + 'dwd_groupbuy_redemption', + 'dwd_groupbuy_redemption_ex', + 'dwd_platform_coupon_redemption', + 'dwd_platform_coupon_redemption_ex' +] + +output_dir = r'c:\dev\LLTQ\ETL\feiqiu-ETL\tmp\table_analysis' +os.makedirs(output_dir, exist_ok=True) + +def safe_str(val): + if val is None: + return 'NULL' + if isinstance(val, (Decimal, float)): + return f'{val:.2f}' if isinstance(val, Decimal) else str(val) + if isinstance(val, (datetime, date, time)): + return str(val) + return str(val) + +for table_name in missing_tables: + print(f"Processing {table_name}...") + output_file = os.path.join(output_dir, f'{table_name}.txt') + + with open(output_file, 'w', encoding='utf-8') as f: + f.write('='*80 + '\n') + f.write(f'Table: billiards_dwd.{table_name}\n') + + # Get primary key + cur.execute(""" + SELECT a.attname + FROM pg_index i + JOIN pg_attribute a ON a.attrelid = i.indrelid AND a.attnum = ANY(i.indkey) + WHERE i.indrelid = %s::regclass AND i.indisprimary + """, (f'billiards_dwd.{table_name}',)) + pk_cols = [row[0] for row in cur.fetchall()] + pk_str = ', '.join(pk_cols) if pk_cols else 'None' + f.write(f'Primary Key: {pk_str}\n') + f.write('='*80 + '\n\n') + + # Get columns + cur.execute(""" + SELECT column_name, data_type, is_nullable, + character_maximum_length, numeric_precision, numeric_scale + FROM information_schema.columns + WHERE table_schema = 'billiards_dwd' AND table_name = %s + ORDER BY ordinal_position + """, (table_name,)) + columns = cur.fetchall() + + f.write('## COLUMNS\n') + f.write('-'*80 + '\n') + for col in columns: + col_name, data_type, nullable, char_len, num_prec, num_scale = col + type_str = data_type + if char_len: + type_str = f'{data_type}({char_len})' + elif num_prec and num_scale: + type_str = f'{data_type}({num_prec},{num_scale})' + pk_mark = ' | PK' if col_name in pk_cols else '' + f.write(f'{col_name}: {type_str} | nullable={nullable}{pk_mark}\n') + + f.write('\n## VALUE ANALYSIS (for enum detection)\n') + f.write('-'*80 + '\n\n') + + # Get row count + cur.execute(f'SELECT COUNT(*) FROM billiards_dwd.{table_name}') + row_count = cur.fetchone()[0] + + col_names = [c[0] for c in columns] + col_types = [c[1] for c in columns] + + for col_name, col_type in zip(col_names, col_types): + f.write(f'{col_name}:\n') + + # Count total, non-null, distinct + cur.execute(f''' + SELECT COUNT(*), COUNT({col_name}), COUNT(DISTINCT {col_name}) + FROM billiards_dwd.{table_name} + ''') + total, non_null, distinct = cur.fetchone() + f.write(f' Total: {total}, Non-null: {non_null}, Distinct: {distinct}\n') + + # Flag likely enum + if distinct > 0 and distinct <= 15: + f.write(' *** LIKELY ENUM (distinct <= 15) ***\n') + + # Top 15 values + if col_type not in ('bytea', 'json', 'jsonb'): + try: + cur.execute(f''' + SELECT {col_name}, COUNT(*) as cnt + FROM billiards_dwd.{table_name} + WHERE {col_name} IS NOT NULL + GROUP BY {col_name} + ORDER BY cnt DESC + LIMIT 15 + ''') + top_vals = cur.fetchall() + f.write(' Top values:\n') + for val, cnt in top_vals: + f.write(f' {safe_str(val)}: {cnt}\n') + except Exception as e: + f.write(f' Error getting top values: {e}\n') + f.write('\n') + + # Sample data + f.write('## SAMPLE DATA (first 10 rows)\n') + f.write('-'*80 + '\n') + try: + cur.execute(f'SELECT * FROM billiards_dwd.{table_name} LIMIT 10') + sample_rows = cur.fetchall() + f.write(f'Columns: {col_names}\n\n') + for i, row in enumerate(sample_rows, 1): + f.write(f'Row {i}:\n') + for col_name, val in zip(col_names, row): + f.write(f' {col_name}: {safe_str(val)}\n') + f.write('\n') + if not sample_rows: + f.write('No sample data available.\n') + except Exception as e: + f.write(f'Error fetching samples: {e}\n') + + print(f" -> {output_file} (rows: {row_count})") + +conn.close() +print("\nDone!") diff --git a/tmp/query_schema_and_samples.py b/tmp/query_schema_and_samples.py new file mode 100644 index 0000000..31f184c --- /dev/null +++ b/tmp/query_schema_and_samples.py @@ -0,0 +1,155 @@ +import psycopg2 +import os +import json + +DSN = 'postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test' + +conn = psycopg2.connect(DSN) +cur = conn.cursor() + +# 获取所有表 +cur.execute(""" + SELECT table_name + FROM information_schema.tables + WHERE table_schema = 'billiards_dwd' + ORDER BY table_name +""") +tables = [row[0] for row in cur.fetchall()] + +output_dir = r'c:\dev\LLTQ\ETL\feiqiu-ETL\tmp\table_analysis' +os.makedirs(output_dir, exist_ok=True) + +for table in tables: + print(f"Processing {table}...") + + # 1. 获取字段结构 + cur.execute(""" + SELECT + c.column_name, + c.data_type, + c.character_maximum_length, + c.numeric_precision, + c.numeric_scale, + c.is_nullable, + c.column_default + FROM information_schema.columns c + WHERE c.table_schema = 'billiards_dwd' AND c.table_name = %s + ORDER BY c.ordinal_position + """, (table,)) + columns = cur.fetchall() + + # 2. 获取主键信息 + cur.execute(""" + SELECT kcu.column_name + FROM information_schema.table_constraints tc + JOIN information_schema.key_column_usage kcu + ON tc.constraint_name = kcu.constraint_name + AND tc.table_schema = kcu.table_schema + WHERE tc.table_schema = 'billiards_dwd' + AND tc.table_name = %s + AND tc.constraint_type = 'PRIMARY KEY' + """, (table,)) + pk_cols = [row[0] for row in cur.fetchall()] + + # 3. 获取500行样本数据 + try: + cur.execute(f'SELECT * FROM billiards_dwd."{table}" LIMIT 500') + sample_rows = cur.fetchall() + col_names = [desc[0] for desc in cur.description] + except Exception as e: + sample_rows = [] + col_names = [] + print(f" Error fetching samples: {e}") + + # 4. 分析每个字段的值分布（用于识别枚举） + value_analysis = {} + for col_info in columns: + col_name = col_info[0] + data_type = col_info[1] + + # 只对整数、小整数、文本类型做枚举分析 + if data_type in ('integer', 'smallint', 'bigint', 'text', 'character varying', 'boolean'): + try: + cur.execute(f""" + SELECT "{col_name}", COUNT(*) as cnt + FROM billiards_dwd."{table}" + WHERE "{col_name}" IS NOT NULL + GROUP BY "{col_name}" + ORDER BY cnt DESC + LIMIT 20 + """) + distinct_values = cur.fetchall() + + # 获取总行数和非空数 + cur.execute(f""" + SELECT + COUNT(*) as total, + COUNT("{col_name}") as non_null, + COUNT(DISTINCT "{col_name}") as distinct_count + FROM billiards_dwd."{table}" + """) + stats = cur.fetchone() + + value_analysis[col_name] = { + 'total_rows': stats[0], + 'non_null': stats[1], + 'distinct_count': stats[2], + 'top_values': [(str(v[0])[:100] if v[0] is not None else 'NULL', v[1]) for v in distinct_values] + } + except Exception as e: + value_analysis[col_name] = {'error': str(e)} + + # 5. 写入分析文件 + with open(os.path.join(output_dir, f'{table}.txt'), 'w', encoding='utf-8') as f: + f.write(f"=" * 80 + "\n") + f.write(f"Table: billiards_dwd.{table}\n") + f.write(f"Primary Key: {', '.join(pk_cols) if pk_cols else 'None'}\n") + f.write(f"=" * 80 + "\n\n") + + f.write("## COLUMNS\n") + f.write("-" * 80 + "\n") + for col in columns: + col_name, data_type, char_len, num_prec, num_scale, nullable, default = col + type_str = data_type + if char_len: + type_str = f"{data_type}({char_len})" + elif num_prec and data_type == 'numeric': + type_str = f"numeric({num_prec},{num_scale or 0})" + + is_pk = "PK" if col_name in pk_cols else "" + f.write(f"{col_name}: {type_str} | nullable={nullable} | {is_pk}\n") + + f.write("\n## VALUE ANALYSIS (for enum detection)\n") + f.write("-" * 80 + "\n") + for col_name, analysis in value_analysis.items(): + if 'error' in analysis: + f.write(f"\n{col_name}: ERROR - {analysis['error']}\n") + continue + + f.write(f"\n{col_name}:\n") + f.write(f" Total: {analysis['total_rows']}, Non-null: {analysis['non_null']}, Distinct: {analysis['distinct_count']}\n") + + # 如果不同值少于15个，可能是枚举 + if analysis['distinct_count'] <= 15 and analysis['distinct_count'] > 0: + f.write(f" *** LIKELY ENUM (distinct <= 15) ***\n") + + f.write(f" Top values:\n") + for val, cnt in analysis['top_values'][:15]: + f.write(f" {val}: {cnt}\n") + + # 写入样本数据的前10行 + f.write("\n## SAMPLE DATA (first 10 rows)\n") + f.write("-" * 80 + "\n") + if sample_rows: + f.write(f"Columns: {col_names}\n\n") + for i, row in enumerate(sample_rows[:10]): + f.write(f"Row {i+1}:\n") + for j, val in enumerate(row): + val_str = str(val)[:200] if val is not None else 'NULL' + f.write(f" {col_names[j]}: {val_str}\n") + f.write("\n") + else: + f.write("No sample data available.\n") + +print(f"\nGenerated analysis files for {len(tables)} tables in {output_dir}") +conn.close() diff --git a/tmp/table_analysis/dim_assistant.txt b/tmp/table_analysis/dim_assistant.txt new file mode 100644 index 0000000..1ea62cb --- /dev/null +++ b/tmp/table_analysis/dim_assistant.txt @@ -0,0 +1,407 @@ +================================================================================ +Table: billiards_dwd.dim_assistant +Primary Key: assistant_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +assistant_id: bigint | nullable=NO | PK +user_id: bigint | nullable=YES | +assistant_no: text | nullable=YES | +real_name: text | nullable=YES | +nickname: text | nullable=YES | +mobile: text | nullable=YES | +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +team_id: bigint | nullable=YES | +team_name: text | nullable=YES | +level: integer | nullable=YES | +entry_time: timestamp with time zone | nullable=YES | +resign_time: timestamp with time zone | nullable=YES | +leave_status: integer | nullable=YES | +assistant_status: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +assistant_id: + Total: 69, Non-null: 69, Distinct: 69 + Top values: + 2793528386048069: 1 + 2967523548220229: 1 + 3021267412585413: 1 + 2907972756342981: 1 + 2793532503855173: 1 + 2981625091950725: 1 + 3058170108874053: 1 + 2859886363986821: 1 + 2795061580517445: 1 + 3021271397288901: 1 + 2964640248745157: 1 + 2907961535433285: 1 + 2968952636082757: 1 + 2946266869435205: 1 + 2793399247179845: 1 + +user_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +assistant_no: + Total: 69, Non-null: 69, Distinct: 42 + Top values: + 11: 4 + 10: 4 + 7: 4 + 22: 3 + 13: 3 + 38: 3 + 27: 3 + 3: 3 + 16: 2 + 28: 2 + 12: 2 + 30: 2 + 1: 2 + 8: 2 + 29: 2 + +real_name: + Total: 69, Non-null: 69, Distinct: 68 + Top values: + 梁婷婷: 2 + 覃咏欣: 1 + 向国锐: 1 + 郑美婷: 1 + 赵思源: 1 + 李楚欣: 1 + 杨小满: 1 + 吴丹妮: 1 + 黄月柳: 1 + 卢曼瑶: 1 + 宋家宇: 1 + 田茂楠: 1 + 王嘉琪: 1 + 李萍: 1 + 张芳梅: 1 + +nickname: + Total: 69, Non-null: 69, Distinct: 68 + Top values: + 柚子: 2 + Amy: 1 + 梦梦: 1 + 乔西: 1 + 一一: 1 + 菲菲: 1 + 布丁: 1 + 椰椰: 1 + 小唯: 1 + 饭团: 1 + 周周: 1 + 凤梨: 1 + 小向: 1 + 小崔: 1 + 甜甜: 1 + +mobile: + Total: 69, Non-null: 69, Distinct: 68 + Top values: + 17811423992: 2 + 15675487204: 1 + 13790128037: 1 + 13143526347: 1 + 15213282732: 1 + 18529341883: 1 + 13336435390: 1 + 19024752286: 1 + 15760674807: 1 + 15113501901: 1 + 13042004215: 1 + 13286525485: 1 + 13537431206: 1 + 19974234385: 1 + 15815080450: 1 + +tenant_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 69 + +site_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 69 + +team_id: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2792011585884037: 52 + 2959085810992645: 17 + +team_name: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1组: 52 + 2组: 17 + +level: + Total: 69, Non-null: 69, Distinct: 5 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 10: 32 + 20: 28 + 30: 4 + 40: 4 + 8: 1 + +leave_status: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 40 + 0: 29 + +assistant_status: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 64 + 2: 5 + +scd2_is_current: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +scd2_version: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['assistant_id', 'user_id', 'assistant_no', 'real_name', 'nickname', 'mobile', 'tenant_id', 'site_id', 'team_id', 'team_name', 'level', 'entry_time', 'resign_time', 'leave_status', 'assistant_status', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + assistant_id: 2946261384596293 + user_id: 0 + assistant_no: 7 + real_name: 梁婷婷 + nickname: 柚子 + mobile: 17811423992 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2959085810992645 + team_name: 2组 + level: 20 + entry_time: 2025-11-01 08:00:00+08:00 + resign_time: 2025-12-01 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + assistant_id: 2929246850797189 + user_id: 0 + assistant_no: 38 + real_name: 陈冰淼 + nickname: 希希 + mobile: 18172319817 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 10 + entry_time: 2025-10-20 08:00:00+08:00 + resign_time: 2025-11-10 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + assistant_id: 2920786464294661 + user_id: 0 + assistant_no: 16 + real_name: 周佳怡 + nickname: 周周 + mobile: 19874278725 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 10 + entry_time: 2025-10-14 08:00:00+08:00 + resign_time: 2225-10-14 17:57:40+08:00 + leave_status: 0 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + assistant_id: 2920799537645381 + user_id: 0 + assistant_no: 10 + real_name: 谭思燕 + nickname: 欣怡 + mobile: 13143526347 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 20 + entry_time: 2025-10-14 08:00:00+08:00 + resign_time: 2025-11-10 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + assistant_id: 2907961535433285 + user_id: 0 + assistant_no: 25 + real_name: 林雨琪 + nickname: 琪琪 + mobile: 18575917075 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 20 + entry_time: 2025-10-05 08:00:00+08:00 + resign_time: 2025-10-13 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + assistant_id: 2907972756342981 + user_id: 0 + assistant_no: 12 + real_name: 林梢熔 + nickname: 可可 + mobile: 15768442206 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 20 + entry_time: 2025-10-05 08:00:00+08:00 + resign_time: 2025-10-13 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + assistant_id: 2889708249270149 + user_id: 0 + assistant_no: 22 + real_name: 张代悦 + nickname: 悦悦 + mobile: 18582838005 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 10 + entry_time: 2025-09-22 08:00:00+08:00 + resign_time: 2025-10-19 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + assistant_id: 2866964303400005 + user_id: 0 + assistant_no: 10 + real_name: 王安琪 + nickname: 椰子 + mobile: 18026446974 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 20 + entry_time: 2025-09-06 08:00:00+08:00 + resign_time: 2025-09-13 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + assistant_id: 2866961022749829 + user_id: 0 + assistant_no: 39 + real_name: 肖紫月 + nickname: 毛毛 + mobile: 15815080450 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 20 + entry_time: 2025-09-06 08:00:00+08:00 + resign_time: 2025-09-13 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + assistant_id: 2866962315594885 + user_id: 0 + assistant_no: 11 + real_name: 田茂楠 + nickname: 甜甜 + mobile: 15329058634 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + team_id: 2792011585884037 + team_name: 1组 + level: 10 + entry_time: 2025-09-06 08:00:00+08:00 + resign_time: 2025-09-07 08:00:00+08:00 + leave_status: 1 + assistant_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_assistant_ex.txt b/tmp/table_analysis/dim_assistant_ex.txt new file mode 100644 index 0000000..be7ad64 --- /dev/null +++ b/tmp/table_analysis/dim_assistant_ex.txt @@ -0,0 +1,359 @@ +================================================================================ +Table: billiards_dwd.dim_assistant_ex +Primary Key: assistant_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +assistant_id: bigint | nullable=NO | PK +gender: integer | nullable=YES | +birth_date: timestamp with time zone | nullable=YES | +avatar: text | nullable=YES | +introduce: text | nullable=YES | +video_introduction_url: text | nullable=YES | +height: numeric(5,2) | nullable=YES | +weight: numeric(5,2) | nullable=YES | +shop_name: text | nullable=YES | +group_id: bigint | nullable=YES | +group_name: text | nullable=YES | +person_org_id: bigint | nullable=YES | +staff_id: bigint | nullable=YES | +staff_profile_id: bigint | nullable=YES | +assistant_grade: double precision | nullable=YES | +sum_grade: double precision | nullable=YES | +get_grade_times: integer | nullable=YES | +charge_way: integer | nullable=YES | +allow_cx: integer | nullable=YES | +is_guaranteed: integer | nullable=YES | +salary_grant_enabled: integer | nullable=YES | +entry_type: integer | nullable=YES | +entry_sign_status: integer | nullable=YES | +resign_sign_status: integer | nullable=YES | +work_status: integer | nullable=YES | +show_status: integer | nullable=YES | +show_sort: integer | nullable=YES | +online_status: integer | nullable=YES | +is_delete: integer | nullable=YES | +criticism_status: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +update_time: timestamp with time zone | nullable=YES | +start_time: timestamp with time zone | nullable=YES | +end_time: timestamp with time zone | nullable=YES | +last_table_id: bigint | nullable=YES | +last_table_name: text | nullable=YES | +last_update_name: text | nullable=YES | +order_trade_no: bigint | nullable=YES | +ding_talk_synced: integer | nullable=YES | +site_light_cfg_id: bigint | nullable=YES | +light_equipment_id: text | nullable=YES | +light_status: integer | nullable=YES | +is_team_leader: integer | nullable=YES | +serial_number: bigint | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +assistant_id: + Total: 69, Non-null: 69, Distinct: 69 + Top values: + 2793528386048069: 1 + 2967523548220229: 1 + 3021267412585413: 1 + 2907972756342981: 1 + 2793532503855173: 1 + 3058170108874053: 1 + 2981625091950725: 1 + 2859886363986821: 1 + 2795061580517445: 1 + 3021271397288901: 1 + 2964640248745157: 1 + 2907961535433285: 1 + 2968952636082757: 1 + 2946266869435205: 1 + 2859802158598981: 1 + +gender: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 59 + 2: 10 + +avatar: + Total: 69, Non-null: 68, Distinct: 57 + Top values: + https://oss.ficoo.vip/maUiImages/images/defaultAvatar.png: 12 + https://oss.ficoo.vip/cbb/userAvatar/1762251260838/1762251260838133.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1768822727212/1768822727212127.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1763146776673/176314677667349.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1753533232888/175353323288855.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1763165571712/1763165571712117.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1754143838136/175414383813612.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1753804301031/175380430103175.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1753096225412/1753096225412102.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1762790332657/1762790332657113.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1752666304375/1752666304375115.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1763115932997/17631159329978.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1753100896293/1753100896294133.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1753348656243/175334865624351.jpg: 1 + https://oss.ficoo.vip/cbb/userAvatar/1763116007316/176311600731657.jpg: 1 + +introduce: + Total: 69, Non-null: 0, Distinct: 0 + Top values: + +video_introduction_url: + Total: 69, Non-null: 2, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + https://oss.ficoo.vip/cbb/userVideo/1753096246308/175309624630830.mp4: 1 + https://oss.ficoo.vip/cbb/userVideo/1764149549870/176414954987064.mp4: 1 + +shop_name: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 69 + +group_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +group_name: + Total: 69, Non-null: 0, Distinct: 0 + Top values: + +person_org_id: + Total: 69, Non-null: 69, Distinct: 69 + Top values: + 2793537168330821: 1 + 3021271397190597: 1 + 2907961535334981: 1 + 2799135415094341: 1 + 2859802158500677: 1 + 2793532503756869: 1 + 2920786464212741: 1 + 2947562271215109: 1 + 2861304461265989: 1 + 2815988586941445: 1 + 2859776051497797: 1 + 2840060593587909: 1 + 3058170108775749: 1 + 3053834039609477: 1 + 2968952635984453: 1 + +staff_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +staff_profile_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +get_grade_times: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +charge_way: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 69 + +allow_cx: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +is_guaranteed: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +salary_grant_enabled: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 69 + +entry_type: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 68 + 3: 1 + +entry_sign_status: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +resign_sign_status: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +work_status: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 40 + 1: 29 + +show_status: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +show_sort: + Total: 69, Non-null: 69, Distinct: 41 + Top values: + 11: 4 + 10: 4 + 7: 4 + 13: 3 + 3: 3 + 27: 3 + 22: 3 + 38: 3 + 12: 2 + 8: 2 + 1: 2 + 5: 2 + 9: 2 + 30: 2 + 28: 2 + +online_status: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +is_delete: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +criticism_status: + Total: 69, Non-null: 69, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 68 + 2: 1 + +last_table_id: + Total: 69, Non-null: 69, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 64 + 2956248279567557: 3 + 2793017278451845: 1 + 2793018776735877: 1 + +last_table_name: + Total: 69, Non-null: 5, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 发财: 3 + C2: 1 + VIP包厢 VIP5: 1 + +last_update_name: + Total: 69, Non-null: 40, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 教练:周蒙: 24 + 管理员：郑丽珊: 7 + 教练:夏滋岸: 6 + 助教管理员:黄月柳: 3 + +order_trade_no: + Total: 69, Non-null: 69, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 64 + 3012902144839045: 3 + 3058292881704709: 1 + 3012777799994757: 1 + +ding_talk_synced: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +site_light_cfg_id: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +light_equipment_id: + Total: 69, Non-null: 0, Distinct: 0 + Top values: + +light_status: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 69 + +is_team_leader: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 69 + +serial_number: + Total: 69, Non-null: 69, Distinct: 61 + Top values: + 0: 9 + 4003: 1 + 4008: 1 + 1817: 1 + 443: 1 + 511: 1 + 1173: 1 + 3995: 1 + 3877: 1 + 3999: 1 + 1245: 1 + 4628: 1 + 1627: 1 + 3110: 1 + 3973: 1 + +scd2_is_current: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +scd2_version: + Total: 69, Non-null: 69, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 69 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +No sample data available. diff --git a/tmp/table_analysis/dim_goods_category.txt b/tmp/table_analysis/dim_goods_category.txt new file mode 100644 index 0000000..24d0409 --- /dev/null +++ b/tmp/table_analysis/dim_goods_category.txt @@ -0,0 +1,349 @@ +================================================================================ +Table: billiards_dwd.dim_goods_category +Primary Key: category_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +category_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +category_name: character varying(50) | nullable=YES | +alias_name: character varying(50) | nullable=YES | +parent_category_id: bigint | nullable=YES | +business_name: character varying(50) | nullable=YES | +tenant_goods_business_id: bigint | nullable=YES | +category_level: integer | nullable=YES | +is_leaf: integer | nullable=YES | +open_salesman: integer | nullable=YES | +sort_order: integer | nullable=YES | +is_warehousing: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +category_id: + Total: 26, Non-null: 26, Distinct: 26 + Top values: + 2792035069284229: 1 + 2790683528350540: 1 + 2790683528350545: 1 + 2792062778003333: 1 + 2790683528350542: 1 + 2790683528350536: 1 + 2790683528350539: 1 + 2793217944864581: 1 + 2790683528350538: 1 + 2793221283104581: 1 + 2793221553489733: 1 + 2793218343257925: 1 + 2792063209623429: 1 + 2793236829620037: 1 + 2791948300259205: 1 + +tenant_id: + Total: 26, Non-null: 26, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 26 + +category_name: + Total: 26, Non-null: 26, Distinct: 18 + Top values: + 零食: 2 + 酒水: 2 + 小吃: 2 + 雪糕: 2 + 果盘: 2 + 其他: 2 + 槟榔: 2 + 香烟: 2 + 其他2: 1 + 面: 1 + 饮料: 1 + 咖啡: 1 + 茶水: 1 + 皮头: 1 + 加料: 1 + +alias_name: + Total: 26, Non-null: 17, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + : 17 + +parent_category_id: + Total: 26, Non-null: 26, Distinct: 10 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 9 + 2790683528350539: 6 + 2790683528350535: 3 + 2791941988405125: 2 + 2790683528350545: 1 + 2790683528350533: 1 + 2793217944864581: 1 + 2792062778003333: 1 + 2793220945250117: 1 + 2791942087561093: 1 + +business_name: + Total: 26, Non-null: 26, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 酒水: 7 + 器材: 4 + 零食: 3 + 香烟: 2 + 小吃: 2 + 雪糕: 2 + 水果: 2 + 槟榔: 2 + 其他: 2 + +tenant_goods_business_id: + Total: 26, Non-null: 26, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683528317768: 7 + 2790683528317767: 4 + 2791932037238661: 3 + 2793220268902213: 2 + 2791931866402693: 2 + 2793217599407941: 2 + 2790683528317765: 2 + 2790683528317769: 2 + 2790683528317766: 2 + +category_level: + Total: 26, Non-null: 26, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 17 + 1: 9 + +is_leaf: + Total: 26, Non-null: 26, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 17 + 0: 9 + +open_salesman: + Total: 26, Non-null: 26, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 26 + +sort_order: + Total: 26, Non-null: 26, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 23 + 1: 3 + +is_warehousing: + Total: 26, Non-null: 26, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 26 + +scd2_is_current: + Total: 26, Non-null: 26, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 26 + +scd2_version: + Total: 26, Non-null: 26, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 26 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['category_id', 'tenant_id', 'category_name', 'alias_name', 'parent_category_id', 'business_name', 'tenant_goods_business_id', 'category_level', 'is_leaf', 'open_salesman', 'sort_order', 'is_warehousing', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + category_id: 2790683528350534 + tenant_id: 2790683160709957 + category_name: 槟榔 + alias_name: + parent_category_id: 2790683528350533 + business_name: 槟榔 + tenant_goods_business_id: 2790683528317766 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + category_id: 2790683528350536 + tenant_id: 2790683160709957 + category_name: 皮头 + alias_name: + parent_category_id: 2790683528350535 + business_name: 器材 + tenant_goods_business_id: 2790683528317767 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + category_id: 2790683528350537 + tenant_id: 2790683160709957 + category_name: 球杆 + alias_name: + parent_category_id: 2790683528350535 + business_name: 器材 + tenant_goods_business_id: 2790683528317767 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + category_id: 2790683528350538 + tenant_id: 2790683160709957 + category_name: 其他 + alias_name: + parent_category_id: 2790683528350535 + business_name: 器材 + tenant_goods_business_id: 2790683528317767 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + category_id: 2790683528350540 + tenant_id: 2790683160709957 + category_name: 饮料 + alias_name: + parent_category_id: 2790683528350539 + business_name: 酒水 + tenant_goods_business_id: 2790683528317768 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + category_id: 2790683528350541 + tenant_id: 2790683160709957 + category_name: 酒水 + alias_name: + parent_category_id: 2790683528350539 + business_name: 酒水 + tenant_goods_business_id: 2790683528317768 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + category_id: 2790683528350542 + tenant_id: 2790683160709957 + category_name: 茶水 + alias_name: + parent_category_id: 2790683528350539 + business_name: 酒水 + tenant_goods_business_id: 2790683528317768 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + category_id: 2790683528350543 + tenant_id: 2790683160709957 + category_name: 咖啡 + alias_name: + parent_category_id: 2790683528350539 + business_name: 酒水 + tenant_goods_business_id: 2790683528317768 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + category_id: 2790683528350544 + tenant_id: 2790683160709957 + category_name: 加料 + alias_name: + parent_category_id: 2790683528350539 + business_name: 酒水 + tenant_goods_business_id: 2790683528317768 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + category_id: 2793221553489733 + tenant_id: 2790683160709957 + category_name: 洋酒 + alias_name: + parent_category_id: 2790683528350539 + business_name: 酒水 + tenant_goods_business_id: 2790683528317768 + category_level: 2 + is_leaf: 1 + open_salesman: 2 + sort_order: 0 + is_warehousing: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_groupbuy_package.txt b/tmp/table_analysis/dim_groupbuy_package.txt new file mode 100644 index 0000000..0b35c46 --- /dev/null +++ b/tmp/table_analysis/dim_groupbuy_package.txt @@ -0,0 +1,386 @@ +================================================================================ +Table: billiards_dwd.dim_groupbuy_package +Primary Key: groupbuy_package_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +groupbuy_package_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +package_name: character varying(200) | nullable=YES | +package_template_id: bigint | nullable=YES | +selling_price: numeric(10,2) | nullable=YES | +coupon_face_value: numeric(10,2) | nullable=YES | +duration_seconds: integer | nullable=YES | +start_time: timestamp with time zone | nullable=YES | +end_time: timestamp with time zone | nullable=YES | +table_area_name: character varying(100) | nullable=YES | +is_enabled: integer | nullable=YES | +is_delete: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +tenant_table_area_id_list: character varying(512) | nullable=YES | +card_type_ids: character varying(255) | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +groupbuy_package_id: + Total: 34, Non-null: 34, Distinct: 34 + Top values: + 3048468851870085: 1 + 3030873639701573: 1 + 3030873437310021: 1 + 2801875268668357: 1 + 3030873263688773: 1 + 3031000036133445: 1 + 3035353129373509: 1 + 2798731703045189: 1 + 3030872859429829: 1 + 2798734170983493: 1 + 3030874907937861: 1 + 2861343275830405: 1 + 3029784419027909: 1 + 2798728823213061: 1 + 3035353102028549: 1 + +tenant_id: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 34 + +site_id: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 34 + +package_name: + Total: 34, Non-null: 34, Distinct: 18 + Top values: + 中八、斯诺克包厢两小时: 6 + 斯诺克两小时: 5 + 新人特惠A区中八一小时: 2 + 全天A区中八一小时: 2 + KTV欢唱四小时: 2 + 全天B区中八两小时: 2 + 全天斯诺克一小时: 2 + 助理教练竞技教学两小时: 2 + 全天A区中八两小时: 2 + 麻将 、掼蛋包厢四小时: 1 + 中八A区新人特惠一小时: 1 + 新人特惠一小时: 1 + 午夜一小时: 1 + 麻将包厢4小时: 1 + 早场特惠一小时: 1 + +package_template_id: + Total: 34, Non-null: 34, Distinct: 15 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1370841337: 3 + 1130443985: 3 + 1814707240811572: 3 + 1812429097416714: 3 + 1126976372: 3 + 1147633733: 2 + 1128411555: 2 + 1130465371: 2 + 1173128804: 2 + 1203035334: 2 + 1134269810: 2 + 1137882866: 2 + 1814983609169019: 2 + 1137872168: 2 + 1134850618: 1 + +duration_seconds: + Total: 34, Non-null: 34, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 7200: 17 + 3600: 13 + 14400: 4 + +table_area_name: + Total: 34, Non-null: 17, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + A区: 8 + VIP包厢: 3 + 斯诺克区: 2 + B区: 2 + 麻将房: 1 + 888: 1 + +is_enabled: + Total: 34, Non-null: 34, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 24 + 2: 10 + +is_delete: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 34 + +tenant_table_area_id_list: + Total: 34, Non-null: 17, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2791960001957765: 8 + 2791961060364165: 3 + 2791960521691013: 2 + 2791961347968901: 2 + 2791962314215301: 1 + 2791961709907845: 1 + +card_type_ids: + Total: 34, Non-null: 31, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 31 + +scd2_is_current: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +scd2_version: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['groupbuy_package_id', 'tenant_id', 'site_id', 'package_name', 'package_template_id', 'selling_price', 'coupon_face_value', 'duration_seconds', 'start_time', 'end_time', 'table_area_name', 'is_enabled', 'is_delete', 'create_time', 'tenant_table_area_id_list', 'card_type_ids', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + groupbuy_package_id: 2798905767676933 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 中八、斯诺克包厢两小时 + package_template_id: 1812429097416714 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 7200 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: VIP包厢 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 15:34:13+08:00 + tenant_table_area_id_list: 2791961060364165 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + groupbuy_package_id: 2798901295615045 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 新人特惠A区中八一小时 + package_template_id: 1814707240811572 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 3600 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: A区 + is_enabled: 2 + is_delete: 0 + create_time: 2025-07-20 15:29:40+08:00 + tenant_table_area_id_list: 2791960001957765 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + groupbuy_package_id: 2798898826300485 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 斯诺克两小时 + package_template_id: 1814983609169019 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 7200 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: 斯诺克区 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 15:27:09+08:00 + tenant_table_area_id_list: 2791961347968901 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + groupbuy_package_id: 2798734170983493 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 助理教练竞技教学两小时 + package_template_id: 1173128804 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 7200 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: A区 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 12:39:39+08:00 + tenant_table_area_id_list: 2791960001957765 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + groupbuy_package_id: 2798732571167749 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 全天斯诺克一小时 + package_template_id: 1147633733 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 3600 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-30 00:00:00+08:00 + table_area_name: 斯诺克区 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 12:38:02+08:00 + tenant_table_area_id_list: 2791961347968901 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + groupbuy_package_id: 2836713896429317 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 午夜一小时 + package_template_id: 1370841337 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 3600 + start_time: 2025-08-16 00:00:00+08:00 + end_time: 2026-08-17 00:00:00+08:00 + table_area_name: A区 + is_enabled: 2 + is_delete: 0 + create_time: 2025-08-16 08:34:38+08:00 + tenant_table_area_id_list: 2791960001957765 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + groupbuy_package_id: 2798731703045189 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: KTV欢唱四小时 + package_template_id: 1137882866 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 14400 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: 888 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 12:37:09+08:00 + tenant_table_area_id_list: 2791961709907845 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + groupbuy_package_id: 2798728823213061 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 全天B区中八两小时 + package_template_id: 1137872168 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 7200 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: B区 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 12:34:13+08:00 + tenant_table_area_id_list: 2791960521691013 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + groupbuy_package_id: 2798727423528005 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 全天A区中八一小时 + package_template_id: 1128411555 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 3600 + start_time: 2025-07-21 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: A区 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 12:32:48+08:00 + tenant_table_area_id_list: 2791960001957765 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + groupbuy_package_id: 2798723640069125 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + package_name: 中八A区新人特惠一小时 + package_template_id: 1203035334 + selling_price: 0.00 + coupon_face_value: 0.00 + duration_seconds: 3600 + start_time: 2025-07-20 00:00:00+08:00 + end_time: 2025-12-31 00:00:00+08:00 + table_area_name: A区 + is_enabled: 1 + is_delete: 0 + create_time: 2025-07-20 12:28:57+08:00 + tenant_table_area_id_list: 2791960001957765 + card_type_ids: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_groupbuy_package_ex.txt b/tmp/table_analysis/dim_groupbuy_package_ex.txt new file mode 100644 index 0000000..077b8c9 --- /dev/null +++ b/tmp/table_analysis/dim_groupbuy_package_ex.txt @@ -0,0 +1,453 @@ +================================================================================ +Table: billiards_dwd.dim_groupbuy_package_ex +Primary Key: groupbuy_package_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +groupbuy_package_id: bigint | nullable=NO | PK +site_name: character varying(100) | nullable=YES | +usable_count: integer | nullable=YES | +date_type: integer | nullable=YES | +usable_range: character varying(255) | nullable=YES | +date_info: character varying(255) | nullable=YES | +start_clock: character varying(16) | nullable=YES | +end_clock: character varying(16) | nullable=YES | +add_start_clock: character varying(16) | nullable=YES | +add_end_clock: character varying(16) | nullable=YES | +area_tag_type: integer | nullable=YES | +table_area_id: bigint | nullable=YES | +tenant_table_area_id: bigint | nullable=YES | +table_area_id_list: character varying(512) | nullable=YES | +group_type: integer | nullable=YES | +system_group_type: integer | nullable=YES | +package_type: integer | nullable=YES | +effective_status: integer | nullable=YES | +max_selectable_categories: integer | nullable=YES | +creator_name: character varying(100) | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +groupbuy_package_id: + Total: 34, Non-null: 34, Distinct: 34 + Top values: + 3048468851870085: 1 + 3030873639701573: 1 + 3030873437310021: 1 + 2801875268668357: 1 + 3030873263688773: 1 + 3031000036133445: 1 + 3035353129373509: 1 + 2798731703045189: 1 + 3030872859429829: 1 + 2798734170983493: 1 + 3030874907937861: 1 + 2861343275830405: 1 + 3029784419027909: 1 + 2798728823213061: 1 + 3035353102028549: 1 + +site_name: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 34 + +usable_count: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 34 + +date_type: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +usable_range: + Total: 34, Non-null: 0, Distinct: 0 + Top values: + +date_info: + Total: 34, Non-null: 4, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 4 + +start_clock: + Total: 34, Non-null: 34, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 00:00:00: 29 + 10:00:00: 4 + 23:00:00: 1 + +end_clock: + Total: 34, Non-null: 34, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1.00:00:00: 29 + 23:59:59: 3 + 1.02:00:00: 2 + +add_start_clock: + Total: 34, Non-null: 34, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 00:00:00: 27 + 10:00:00: 6 + 23:00:00: 1 + +add_end_clock: + Total: 34, Non-null: 34, Distinct: 5 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1.00:00:00: 27 + 23:59:59: 3 + 18:00:00: 2 + 23:59:00: 1 + 1.02:00:00: 1 + +area_tag_type: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +table_area_id: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 34 + +tenant_table_area_id: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 34 + +table_area_id_list: + Total: 34, Non-null: 0, Distinct: 0 + Top values: + +group_type: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +system_group_type: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +package_type: + Total: 34, Non-null: 34, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 26 + 2: 8 + +effective_status: + Total: 34, Non-null: 34, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 24 + 3: 10 + +max_selectable_categories: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 34 + +creator_name: + Total: 34, Non-null: 34, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 店长:郑丽珊: 32 + 管理员：郑丽珊: 2 + +scd2_is_current: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +scd2_version: + Total: 34, Non-null: 34, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 34 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['groupbuy_package_id', 'site_name', 'usable_count', 'date_type', 'usable_range', 'date_info', 'start_clock', 'end_clock', 'add_start_clock', 'add_end_clock', 'area_tag_type', 'table_area_id', 'tenant_table_area_id', 'table_area_id_list', 'group_type', 'system_group_type', 'package_type', 'effective_status', 'max_selectable_categories', 'creator_name', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + groupbuy_package_id: 2798905767676933 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 2 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + groupbuy_package_id: 2798901295615045 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 2 + effective_status: 3 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + groupbuy_package_id: 2798898826300485 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 2 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + groupbuy_package_id: 2798734170983493 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + groupbuy_package_id: 2798732571167749 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + groupbuy_package_id: 2836713896429317 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 3 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + groupbuy_package_id: 2798731703045189 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 10:00:00 + add_end_clock: 18:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + groupbuy_package_id: 2798728823213061 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + groupbuy_package_id: 2798727423528005 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + groupbuy_package_id: 2798723640069125 + site_name: 朗朗桌球 + usable_count: 0 + date_type: 1 + usable_range: NULL + date_info: NULL + start_clock: 00:00:00 + end_clock: 1.00:00:00 + add_start_clock: 00:00:00 + add_end_clock: 1.00:00:00 + area_tag_type: 1 + table_area_id: 0 + tenant_table_area_id: 0 + table_area_id_list: NULL + group_type: 1 + system_group_type: 1 + package_type: 1 + effective_status: 1 + max_selectable_categories: 0 + creator_name: 店长:郑丽珊 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_member.txt b/tmp/table_analysis/dim_member.txt new file mode 100644 index 0000000..744d702 --- /dev/null +++ b/tmp/table_analysis/dim_member.txt @@ -0,0 +1,309 @@ +================================================================================ +Table: billiards_dwd.dim_member +Primary Key: member_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +member_id: bigint | nullable=NO | PK +system_member_id: bigint | nullable=YES | +tenant_id: bigint | nullable=YES | +register_site_id: bigint | nullable=YES | +mobile: text | nullable=YES | +nickname: text | nullable=YES | +member_card_grade_code: bigint | nullable=YES | +member_card_grade_name: text | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +update_time: timestamp with time zone | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +member_id: + Total: 556, Non-null: 556, Distinct: 556 + Top values: + 2799210018309893: 1 + 2799207239993093: 1 + 2799207556597509: 1 + 2799212798150405: 1 + 2854163871024645: 1 + 2799207413319429: 1 + 2824666609323205: 1 + 2799210171156229: 1 + 2799207478544133: 1 + 2799209907373829: 1 + 2799212804736773: 1 + 2799212571199237: 1 + 2799212341905157: 1 + 2799212451677957: 1 + 2799212515231493: 1 + +system_member_id: + Total: 556, Non-null: 556, Distinct: 538 + Top values: + 2799212727961349: 3 + 2799207093290757: 2 + 2799207107888901: 2 + 2799207262406405: 2 + 2799207474251525: 2 + 2799207235225349: 2 + 2881216339331077: 2 + 2799207096796933: 2 + 2048629413694661: 2 + 2799212789827333: 2 + 2799212827379461: 2 + 2799207381174021: 2 + 2799207258769157: 2 + 2799212755666693: 2 + 2799210017343237: 2 + +tenant_id: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 556 + +register_site_id: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 556 + +mobile: + Total: 556, Non-null: 556, Distinct: 555 + Top values: + 17631643741（1）: 2 + 15622365001: 1 + 13602790168: 1 + 15914518556（1）: 1 + 13715858131: 1 + 13070208730: 1 + 15112158974: 1 + 18599199818: 1 + 18320635652: 1 + 18488883192: 1 + 18023941277: 1 + 18620117999: 1 + 15818822109: 1 + 13450297682: 1 + 13802623964: 1 + +nickname: + Total: 556, Non-null: 556, Distinct: 350 + Top values: + 陈先生: 19 + 张先生: 17 + 李先生: 16 + 刘先生: 14 + 黄先生: 13 + 王先生: 12 + 胡先生: 9 + 林先生: 8 + 杨先生: 6 + 谢先生: 6 + 郭先生: 6 + 周先生: 6 + 潘先生: 6 + 蔡先生: 5 + 吴先生: 5 + +member_card_grade_code: + Total: 556, Non-null: 556, Distinct: 5 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683528022853: 272 + 2790683528022855: 263 + 2790683528022857: 7 + 2790683528022854: 7 + 2790683528022856: 7 + +member_card_grade_name: + Total: 556, Non-null: 556, Distinct: 5 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 储值卡: 272 + 台费卡: 263 + 年卡: 7 + 活动抵用券: 7 + 月卡: 7 + +scd2_is_current: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 556 + +scd2_version: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 556 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['member_id', 'system_member_id', 'tenant_id', 'register_site_id', 'mobile', 'nickname', 'member_card_grade_code', 'member_card_grade_name', 'create_time', 'update_time', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + member_id: 3043883848157381 + system_member_id: 3043883846568133 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 15146102616 + nickname: 吴先生 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-09 16:58:48+08:00 + update_time: NULL + scd2_start_time: 2026-01-12 03:54:18.599288+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + member_id: 3037269565082949 + system_member_id: 3037269563493701 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 13922740721 + nickname: 范先生 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-05 00:50:24+08:00 + update_time: NULL + scd2_start_time: 2026-01-12 03:54:18.599288+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + member_id: 3066773303512389 + system_member_id: 3066773300268357 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 17306741548 + nickname: 李 + member_card_grade_code: 2790683528022856 + member_card_grade_name: 活动抵用券 + create_time: 2026-01-25 21:03:10+08:00 + update_time: NULL + scd2_start_time: 2026-01-25 21:29:57.964136+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + member_id: 3048238811858693 + system_member_id: 3048238810220293 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 15815818028 + nickname: 胡先生 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-12 18:48:54+08:00 + update_time: NULL + scd2_start_time: 2026-01-15 07:26:48.803706+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + member_id: 3034509269552197 + system_member_id: 3034509267242053 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 13622766944 + nickname: 王 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-03 02:02:29+08:00 + update_time: NULL + scd2_start_time: 2026-01-12 03:54:18.599288+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + member_id: 3032780662360965 + system_member_id: 3032780660542341 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 18698422638 + nickname: 柳先生 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-01 20:44:04+08:00 + update_time: NULL + scd2_start_time: 2026-01-12 03:54:18.599288+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + member_id: 3025342944414469 + system_member_id: 2799212755666693 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 18038230815 + nickname: 王先生 + member_card_grade_code: 2790683528022856 + member_card_grade_name: 活动抵用券 + create_time: 2025-12-27 14:38:01+08:00 + update_time: NULL + scd2_start_time: 2026-01-12 03:54:18.599288+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + member_id: 3052749341853317 + system_member_id: 3052749336856197 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 13434273425 + nickname: 孙总 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-15 23:17:15+08:00 + update_time: NULL + scd2_start_time: 2026-01-15 23:34:17.712089+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + member_id: 3055176918828421 + system_member_id: 3055176917108101 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 18898887676 + nickname: 章先生 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-17 16:26:43+08:00 + update_time: NULL + scd2_start_time: 2026-01-19 17:03:03.008890+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + member_id: 3054195561631109 + system_member_id: 3054195559402885 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + mobile: 15902048888 + nickname: 公孙先生 + member_card_grade_code: 2790683528022853 + member_card_grade_name: 储值卡 + create_time: 2026-01-16 23:48:25+08:00 + update_time: NULL + scd2_start_time: 2026-01-19 17:03:03.008890+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_member_card_account.txt b/tmp/table_analysis/dim_member_card_account.txt new file mode 100644 index 0000000..8736686 --- /dev/null +++ b/tmp/table_analysis/dim_member_card_account.txt @@ -0,0 +1,442 @@ +================================================================================ +Table: billiards_dwd.dim_member_card_account +Primary Key: member_card_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +member_card_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +register_site_id: bigint | nullable=YES | +tenant_member_id: bigint | nullable=YES | +system_member_id: bigint | nullable=YES | +card_type_id: bigint | nullable=YES | +member_card_grade_code: bigint | nullable=YES | +member_card_grade_code_name: text | nullable=YES | +member_card_type_name: text | nullable=YES | +member_name: text | nullable=YES | +member_mobile: text | nullable=YES | +balance: numeric(18,2) | nullable=YES | +start_time: timestamp with time zone | nullable=YES | +end_time: timestamp with time zone | nullable=YES | +last_consume_time: timestamp with time zone | nullable=YES | +status: integer | nullable=YES | +is_delete: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +member_card_id: + Total: 945, Non-null: 945, Distinct: 945 + Top values: + 2793254697453573: 1 + 2793268303710149: 1 + 2793308329789317: 1 + 2799215867168517: 1 + 2799215872657157: 1 + 2799215877195525: 1 + 2799215882176261: 1 + 2799215886796549: 1 + 2799215892219653: 1 + 2799215897331461: 1 + 2799215901869829: 1 + 2799215906440965: 1 + 2799215912814341: 1 + 2799215918532357: 1 + 2799215923578629: 1 + +tenant_id: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 945 + +register_site_id: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 945 + +tenant_member_id: + Total: 945, Non-null: 945, Distinct: 491 + Top values: + 0: 102 + 2799207406946053: 5 + 2799207522600709: 5 + 2853881398644101: 4 + 2791994266390405: 4 + 2799207363643141: 4 + 2820625955784965: 4 + 2799207338198789: 4 + 2799207120815877: 4 + 2799209753708293: 4 + 2799207287523077: 4 + 2799207359858437: 4 + 2799207342704389: 4 + 2799207435323141: 4 + 2799207595755269: 3 + +system_member_id: + Total: 945, Non-null: 945, Distinct: 491 + Top values: + 0: 102 + 2799207521568517: 5 + 2799207405995781: 5 + 2820625954179333: 4 + 2799209752512261: 4 + 2799207434372869: 4 + 2799207341557509: 4 + 2799207286507269: 4 + 2799207258769157: 4 + 2485293902352645: 4 + 2799207358777093: 4 + 2791994265423749: 4 + 2799207119800069: 4 + 2799207337199365: 4 + 2799207269025541: 3 + +card_type_id: + Total: 945, Non-null: 945, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2793249295533893: 420 + 2791990152417157: 343 + 2793266846533445: 115 + 2794699703437125: 49 + 2793306611533637: 11 + 2791987095408517: 7 + +member_card_grade_code: + Total: 945, Non-null: 945, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683528022853: 420 + 2790683528022855: 343 + 2790683528022856: 115 + 2790683528022858: 49 + 2790683528022857: 11 + 2790683528022854: 7 + +member_card_grade_code_name: + Total: 945, Non-null: 945, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 储值卡: 420 + 台费卡: 343 + 活动抵用券: 115 + 酒水卡: 49 + 月卡: 11 + 年卡: 7 + +member_card_type_name: + Total: 945, Non-null: 945, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 储值卡: 420 + 台费卡: 343 + 活动抵用券: 115 + 酒水卡: 49 + 月卡: 11 + 年卡: 7 + +member_name: + Total: 945, Non-null: 843, Distinct: 295 + Top values: + 陈先生: 29 + 李先生: 28 + 张先生: 28 + 黄先生: 19 + 刘先生: 18 + 胡先生: 17 + 林先生: 17 + 王先生: 15 + 罗先生: 12 + 周先生: 11 + 郭先生: 9 + 杨先生: 9 + 潘先生: 9 + 蔡先生: 9 + 江先生: 8 + +member_mobile: + Total: 945, Non-null: 843, Distinct: 490 + Top values: + 13902258852: 5 + 18826267530: 5 + 13385143091: 4 + 13924036996: 4 + 18320523495: 4 + 17267866666: 4 + 18819484838: 4 + 13826479539: 4 + 13711268012: 4 + 13811638071: 4 + 13286525485: 4 + 13925126339: 4 + 17727637538: 4 + 15550898201: 3 + 13450297682: 3 + +status: + Total: 945, Non-null: 945, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 935 + 4: 10 + +is_delete: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 945 + +scd2_is_current: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +scd2_version: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['member_card_id', 'tenant_id', 'register_site_id', 'tenant_member_id', 'system_member_id', 'card_type_id', 'member_card_grade_code', 'member_card_grade_code_name', 'member_card_type_name', 'member_name', 'member_mobile', 'balance', 'start_time', 'end_time', 'last_consume_time', 'status', 'is_delete', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + member_card_id: 3048239462909701 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3048238811858693 + system_member_id: 3048238810220293 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 胡先生 + member_mobile: 15815818028 + balance: 0.00 + start_time: 2026-01-12 18:49:34+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-12 18:50:23+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-15 07:26:51.246510+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + member_card_id: 3048238812202757 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3048238811858693 + system_member_id: 3048238810220293 + card_type_id: 2793249295533893 + member_card_grade_code: 2790683528022853 + member_card_grade_code_name: 储值卡 + member_card_type_name: 储值卡 + member_name: 胡先生 + member_mobile: 15815818028 + balance: 859.72 + start_time: 2026-01-12 18:48:54+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-13 21:31:41+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-15 07:26:51.246510+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + member_card_id: 3052750402162821 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3052749341853317 + system_member_id: 3052749336856197 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 孙总 + member_mobile: 13434273425 + balance: 1588.00 + start_time: 2026-01-15 23:18:20+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-15 23:18:42+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-15 23:34:17.712089+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + member_card_id: 3015999424284165 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 2799209753708293 + system_member_id: 2799209752512261 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 胡总 + member_mobile: 13385143091 + balance: 0.00 + start_time: 2025-12-21 00:13:18+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2025-12-21 00:14:03+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2025-12-26 08:02:56.102609+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + member_card_id: 3043884200789893 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3043883848157381 + system_member_id: 3043883846568133 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 吴先生 + member_mobile: 15146102616 + balance: 0.00 + start_time: 2026-01-09 16:59:10+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-11 15:01:55+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-12 03:54:39.947935+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + member_card_id: 3043883848534213 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3043883848157381 + system_member_id: 3043883846568133 + card_type_id: 2793249295533893 + member_card_grade_code: 2790683528022853 + member_card_grade_code_name: 储值卡 + member_card_type_name: 储值卡 + member_name: 吴先生 + member_mobile: 15146102616 + balance: 1958.00 + start_time: 2026-01-09 16:58:48+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-11 15:01:55+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-12 03:54:39.947935+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + member_card_id: 3039974286231365 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 2901526704180613 + system_member_id: 2901526703000965 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 张无忌 + member_mobile: 13686797215 + balance: 0.00 + start_time: 2026-01-06 22:41:48+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-07 00:10:09+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-12 03:54:39.947935+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + member_card_id: 3037269815201093 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3037269565082949 + system_member_id: 3037269563493701 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 范先生 + member_mobile: 13922740721 + balance: 0.00 + start_time: 2026-01-05 00:50:40+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-05 00:51:08+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-12 03:54:39.947935+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + member_card_id: 3037269565459781 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3037269565082949 + system_member_id: 3037269563493701 + card_type_id: 2793249295533893 + member_card_grade_code: 2790683528022853 + member_card_grade_code_name: 储值卡 + member_card_type_name: 储值卡 + member_name: 范先生 + member_mobile: 13922740721 + balance: 0.00 + start_time: 2026-01-05 00:50:25+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-07 03:22:38+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-12 03:54:39.947935+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + member_card_id: 3034509687458885 + tenant_id: 2790683160709957 + register_site_id: 2790685415443269 + tenant_member_id: 3034509269552197 + system_member_id: 3034509267242053 + card_type_id: 2793266846533445 + member_card_grade_code: 2790683528022856 + member_card_grade_code_name: 活动抵用券 + member_card_type_name: 活动抵用券 + member_name: 王 + member_mobile: 13622766944 + balance: 288.00 + start_time: 2026-01-03 02:02:55+08:00 + end_time: 2225-01-01 00:00:00+08:00 + last_consume_time: 2026-01-03 02:48:43+08:00 + status: 1 + is_delete: 0 + scd2_start_time: 2026-01-12 03:54:39.947935+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_member_card_account_ex.txt b/tmp/table_analysis/dim_member_card_account_ex.txt new file mode 100644 index 0000000..8213d2c --- /dev/null +++ b/tmp/table_analysis/dim_member_card_account_ex.txt @@ -0,0 +1,213 @@ +================================================================================ +Table: billiards_dwd.dim_member_card_account_ex +Primary Key: member_card_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +member_card_id: bigint | nullable=NO | PK +site_name: text | nullable=YES | +tenant_name: character varying(64) | nullable=YES | +tenantavatar: text | nullable=YES | +effect_site_id: bigint | nullable=YES | +able_cross_site: integer | nullable=YES | +card_physics_type: integer | nullable=YES | +card_no: text | nullable=YES | +bind_password: text | nullable=YES | +use_scene: text | nullable=YES | +denomination: numeric(18,2) | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +disable_start_time: timestamp with time zone | nullable=YES | +disable_end_time: timestamp with time zone | nullable=YES | +is_allow_give: integer | nullable=YES | +is_allow_order_deduct: integer | nullable=YES | +sort: integer | nullable=YES | +table_discount: numeric(10,2) | nullable=YES | +goods_discount: numeric(10,2) | nullable=YES | +assistant_discount: numeric(10,2) | nullable=YES | +assistant_reward_discount: numeric(10,2) | nullable=YES | +table_service_discount: numeric(10,2) | nullable=YES | +goods_service_discount: numeric(10,2) | nullable=YES | +assistant_service_discount: numeric(10,2) | nullable=YES | +coupon_discount: numeric(10,2) | nullable=YES | +table_discount_sub_switch: integer | nullable=YES | +goods_discount_sub_switch: integer | nullable=YES | +assistant_discount_sub_switch: integer | nullable=YES | +assistant_reward_discount_sub_switch: integer | nullable=YES | +goods_discount_range_type: integer | nullable=YES | +table_deduct_radio: numeric(10,2) | nullable=YES | +goods_deduct_radio: numeric(10,2) | nullable=YES | +assistant_deduct_radio: numeric(10,2) | nullable=YES | +table_service_deduct_radio: numeric(10,2) | nullable=YES | +goods_service_deduct_radio: numeric(10,2) | nullable=YES | +assistant_service_deduct_radio: numeric(10,2) | nullable=YES | +assistant_reward_deduct_radio: numeric(10,2) | nullable=YES | +coupon_deduct_radio: numeric(10,2) | nullable=YES | +cardsettlededuct: numeric(18,2) | nullable=YES | +tablecarddeduct: numeric(18,2) | nullable=YES | +tableservicecarddeduct: numeric(18,2) | nullable=YES | +goodscardeduct: numeric(18,2) | nullable=YES | +goodsservicecarddeduct: numeric(18,2) | nullable=YES | +assistantcarddeduct: numeric(18,2) | nullable=YES | +assistantservicecarddeduct: numeric(18,2) | nullable=YES | +assistantrewardcarddeduct: numeric(18,2) | nullable=YES | +couponcarddeduct: numeric(18,2) | nullable=YES | +deliveryfeededuct: numeric(18,2) | nullable=YES | +tableareaid: text | nullable=YES | +goodscategoryid: text | nullable=YES | +pdassisnatlevel: text | nullable=YES | +cxassisnatlevel: text | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +member_card_id: + Total: 945, Non-null: 945, Distinct: 945 + Top values: + 2793254697453573: 1 + 2793268303710149: 1 + 2793308329789317: 1 + 2799215867168517: 1 + 2799215872657157: 1 + 2799215877195525: 1 + 2799215882176261: 1 + 2799215886796549: 1 + 2799215892219653: 1 + 2799215897331461: 1 + 2799215901869829: 1 + 2799215906440965: 1 + 2799215912814341: 1 + 2799215918532357: 1 + 2799215923578629: 1 + +site_name: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 945 + +tenant_name: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +tenantavatar: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +effect_site_id: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 945 + +able_cross_site: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +card_physics_type: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +card_no: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +bind_password: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +use_scene: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +is_allow_give: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 945 + +is_allow_order_deduct: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 945 + +sort: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +table_discount_sub_switch: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 945 + +goods_discount_sub_switch: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 945 + +assistant_discount_sub_switch: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 945 + +assistant_reward_discount_sub_switch: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 945 + +goods_discount_range_type: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +tableareaid: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +goodscategoryid: + Total: 945, Non-null: 0, Distinct: 0 + Top values: + +pdassisnatlevel: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + {}: 945 + +cxassisnatlevel: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + {}: 945 + +scd2_is_current: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +scd2_version: + Total: 945, Non-null: 945, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 945 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +No sample data available. diff --git a/tmp/table_analysis/dim_member_ex.txt b/tmp/table_analysis/dim_member_ex.txt new file mode 100644 index 0000000..00610e1 --- /dev/null +++ b/tmp/table_analysis/dim_member_ex.txt @@ -0,0 +1,212 @@ +================================================================================ +Table: billiards_dwd.dim_member_ex +Primary Key: member_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +member_id: bigint | nullable=NO | PK +referrer_member_id: bigint | nullable=YES | +point: numeric(18,2) | nullable=YES | +register_site_name: text | nullable=YES | +growth_value: numeric(18,2) | nullable=YES | +user_status: integer | nullable=YES | +status: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +member_id: + Total: 556, Non-null: 556, Distinct: 556 + Top values: + 2799210018309893: 1 + 2799207239993093: 1 + 2799207556597509: 1 + 2799212798150405: 1 + 2854163871024645: 1 + 2799207413319429: 1 + 2824666609323205: 1 + 2799210171156229: 1 + 2799207478544133: 1 + 2799209907373829: 1 + 2799212804736773: 1 + 2799212571199237: 1 + 2799212341905157: 1 + 2799212515231493: 1 + 2799212451677957: 1 + +referrer_member_id: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 556 + +register_site_name: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 556 + +user_status: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 556 + +status: + Total: 556, Non-null: 556, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 490 + 3: 66 + +scd2_is_current: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 556 + +scd2_version: + Total: 556, Non-null: 556, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 556 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['member_id', 'referrer_member_id', 'point', 'register_site_name', 'growth_value', 'user_status', 'status', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + member_id: 3043883848157381 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-12 03:54:27.979542+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + member_id: 3037269565082949 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-12 03:54:27.979542+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + member_id: 3034509269552197 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-12 03:54:27.979542+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + member_id: 3032780662360965 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-12 03:54:27.979542+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + member_id: 3025342944414469 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-12 03:54:27.979542+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + member_id: 3048238811858693 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-15 07:26:49.922955+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + member_id: 3052749341853317 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-15 23:34:17.712089+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + member_id: 3055176918828421 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-19 17:03:03.008890+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + member_id: 3054195561631109 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-19 17:03:03.008890+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + member_id: 3062388521698821 + referrer_member_id: 0 + point: 0.00 + register_site_name: 朗朗桌球 + growth_value: 0.00 + user_status: 1 + status: 1 + scd2_start_time: 2026-01-22 23:52:50.051956+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_site.txt b/tmp/table_analysis/dim_site.txt new file mode 100644 index 0000000..dcb5b0f --- /dev/null +++ b/tmp/table_analysis/dim_site.txt @@ -0,0 +1,129 @@ +================================================================================ +Table: billiards_dwd.dim_site +Primary Key: site_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +site_id: bigint | nullable=NO | PK +org_id: bigint | nullable=YES | +tenant_id: bigint | nullable=YES | +shop_name: text | nullable=YES | +site_label: text | nullable=YES | +full_address: text | nullable=YES | +address: text | nullable=YES | +longitude: numeric(10,6) | nullable=YES | +latitude: numeric(10,6) | nullable=YES | +tenant_site_region_id: bigint | nullable=YES | +business_tel: text | nullable=YES | +site_type: integer | nullable=YES | +shop_status: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +site_id: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 1 + +org_id: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790684179467077: 1 + +tenant_id: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 1 + +shop_name: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 1 + +site_label: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + A: 1 + +full_address: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 广东省广州市天河区丽阳街12号: 1 + +address: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 广东省广州市天河区天园街道朗朗桌球: 1 + +tenant_site_region_id: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 156440100: 1 + +business_tel: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 13316068642: 1 + +site_type: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +shop_status: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +scd2_is_current: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +scd2_version: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['site_id', 'org_id', 'tenant_id', 'shop_name', 'site_label', 'full_address', 'address', 'longitude', 'latitude', 'tenant_site_region_id', 'business_tel', 'site_type', 'shop_status', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + site_id: 2790685415443269 + org_id: 2790684179467077 + tenant_id: 2790683160709957 + shop_name: 朗朗桌球 + site_label: A + full_address: 广东省广州市天河区丽阳街12号 + address: 广东省广州市天河区天园街道朗朗桌球 + longitude: 113.360321 + latitude: 23.133629 + tenant_site_region_id: 156440100 + business_tel: 13316068642 + site_type: 1 + shop_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_site_ex.txt b/tmp/table_analysis/dim_site_ex.txt new file mode 100644 index 0000000..4a76698 --- /dev/null +++ b/tmp/table_analysis/dim_site_ex.txt @@ -0,0 +1,181 @@ +================================================================================ +Table: billiards_dwd.dim_site_ex +Primary Key: site_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +site_id: bigint | nullable=NO | PK +avatar: text | nullable=YES | +address: text | nullable=YES | +longitude: numeric(9,6) | nullable=YES | +latitude: numeric(9,6) | nullable=YES | +tenant_site_region_id: bigint | nullable=YES | +auto_light: integer | nullable=YES | +light_status: integer | nullable=YES | +light_type: integer | nullable=YES | +light_token: text | nullable=YES | +site_type: integer | nullable=YES | +site_label: text | nullable=YES | +attendance_enabled: integer | nullable=YES | +attendance_distance: integer | nullable=YES | +customer_service_qrcode: text | nullable=YES | +customer_service_wechat: text | nullable=YES | +fixed_pay_qrcode: text | nullable=YES | +prod_env: text | nullable=YES | +shop_status: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +update_time: timestamp with time zone | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +site_id: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 1 + +avatar: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + https://oss.ficoo.vip/admin/hXcE4E_1752495052016.jpg: 1 + +address: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 广东省广州市天河区天园街道朗朗桌球: 1 + +tenant_site_region_id: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 156440100: 1 + +auto_light: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +light_status: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +light_type: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 1 + +light_token: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + : 1 + +site_type: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +site_label: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + A: 1 + +attendance_enabled: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +attendance_distance: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 1 + +customer_service_qrcode: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + : 1 + +customer_service_wechat: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + : 1 + +fixed_pay_qrcode: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + : 1 + +prod_env: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +shop_status: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +scd2_is_current: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +scd2_version: + Total: 1, Non-null: 1, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 1 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['site_id', 'avatar', 'address', 'longitude', 'latitude', 'tenant_site_region_id', 'auto_light', 'light_status', 'light_type', 'light_token', 'site_type', 'site_label', 'attendance_enabled', 'attendance_distance', 'customer_service_qrcode', 'customer_service_wechat', 'fixed_pay_qrcode', 'prod_env', 'shop_status', 'create_time', 'update_time', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + site_id: 2790685415443269 + avatar: https://oss.ficoo.vip/admin/hXcE4E_1752495052016.jpg + address: 广东省广州市天河区天园街道朗朗桌球 + longitude: 113.360321 + latitude: 23.133629 + tenant_site_region_id: 156440100 + auto_light: 1 + light_status: 1 + light_type: 0 + light_token: + site_type: 1 + site_label: A + attendance_enabled: 1 + attendance_distance: 0 + customer_service_qrcode: + customer_service_wechat: + fixed_pay_qrcode: + prod_env: 1 + shop_status: 1 + create_time: NULL + update_time: NULL + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_store_goods.txt b/tmp/table_analysis/dim_store_goods.txt new file mode 100644 index 0000000..1f62be1 --- /dev/null +++ b/tmp/table_analysis/dim_store_goods.txt @@ -0,0 +1,528 @@ +================================================================================ +Table: billiards_dwd.dim_store_goods +Primary Key: site_goods_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +site_goods_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +tenant_goods_id: bigint | nullable=YES | +goods_name: text | nullable=YES | +goods_category_id: bigint | nullable=YES | +goods_second_category_id: bigint | nullable=YES | +category_level1_name: text | nullable=YES | +category_level2_name: text | nullable=YES | +batch_stock_qty: integer | nullable=YES | +sale_qty: integer | nullable=YES | +total_sales_qty: integer | nullable=YES | +sale_price: numeric(18,2) | nullable=YES | +created_at: timestamp with time zone | nullable=YES | +updated_at: timestamp with time zone | nullable=YES | +avg_monthly_sales: numeric(18,4) | nullable=YES | +goods_state: integer | nullable=YES | +enable_status: integer | nullable=YES | +send_state: integer | nullable=YES | +is_delete: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +site_goods_id: + Total: 170, Non-null: 170, Distinct: 170 + Top values: + 2793025844727877: 1 + 2793025844908101: 1 + 2793025845399621: 1 + 2793025845825605: 1 + 2793025845989445: 1 + 2793025846464581: 1 + 2793025846939717: 1 + 2793025847431237: 1 + 2793025847595077: 1 + 2793025848102981: 1 + 2793025848610885: 1 + 2793025849102405: 1 + 2793025849593925: 1 + 2793025850085445: 1 + 2793025850576965: 1 + +tenant_id: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 170 + +site_id: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 170 + +tenant_goods_id: + Total: 170, Non-null: 170, Distinct: 170 + Top values: + 2792140384243589: 1 + 2792122952519557: 1 + 2792067181399941: 1 + 2823319050914565: 1 + 2792045494685573: 1 + 2792114975313797: 1 + 2792112367603589: 1 + 2792277093207941: 1 + 2792275329290117: 1 + 2792173195546501: 1 + 2792229617586053: 1 + 2792286937681797: 1 + 2792213125140357: 1 + 2802003111103429: 1 + 2792292119728005: 1 + +goods_name: + Total: 170, Non-null: 170, Distinct: 170 + Top values: + QQ糖: 1 + 哇哈哈矿泉水: 1 + 哇哈哈AD钙奶: 1 + 卫龙魔芋爽: 1 + 奥利奥迷你可可: 1 + 卫龙大面筋: 1 + 香辣鱼皮: 1 + 科罗娜啤酒275ml: 1 + 旺旺碎冰冰: 1 + 黑松露苏打饼干: 1 + 皮尔力SY系列: 1 + 美汁源果粒橙: 1 + 软玉溪: 1 + 鱼豆腐: 1 + 营养快线: 1 + +goods_category_id: + Total: 170, Non-null: 170, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683528350539: 49 + 2791941988405125: 49 + 2793217944864581: 18 + 2792062778003333: 17 + 2791942087561093: 14 + 2790683528350535: 11 + 2790683528350533: 6 + 2793220945250117: 4 + 2790683528350545: 2 + +goods_second_category_id: + Total: 170, Non-null: 170, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2791948300259205: 46 + 2790683528350540: 38 + 2793218343257925: 18 + 2792063209623429: 17 + 2792035069284229: 14 + 2790683528350541: 9 + 2790683528350537: 8 + 2790683528350534: 6 + 2793221283104581: 4 + 2793236829620037: 3 + 2792050275864453: 2 + 2790683528350536: 2 + 2793221553489733: 2 + 2790683528350538: 1 + +category_level1_name: + Total: 170, Non-null: 170, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 零食: 49 + 酒水: 49 + 其他: 18 + 香烟: 17 + 雪糕: 14 + 器材: 11 + 槟榔: 6 + 小吃: 4 + 果盘: 2 + +category_level2_name: + Total: 170, Non-null: 170, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 零食: 46 + 饮料: 38 + 其他2: 18 + 香烟: 17 + 雪糕: 14 + 酒水: 9 + 球杆: 8 + 槟榔: 6 + 小吃: 4 + 面: 3 + 果盘: 2 + 洋酒: 2 + 皮头: 2 + 其他: 1 + +batch_stock_qty: + Total: 170, Non-null: 170, Distinct: 63 + Top values: + 0: 38 + 1: 9 + 2: 7 + 3: 7 + 7: 7 + 6: 6 + 8: 6 + 10: 6 + 4: 4 + 21: 4 + 18: 4 + 9: 4 + 5: 4 + 15: 3 + 20: 3 + +sale_qty: + Total: 170, Non-null: 170, Distinct: 109 + Top values: + 0: 18 + 1: 9 + 2: 4 + 63: 4 + 4: 4 + 10: 4 + 41: 3 + 31: 3 + 6: 3 + 78: 2 + 80: 2 + 45: 2 + 12: 2 + 55: 2 + 148: 2 + +total_sales_qty: + Total: 170, Non-null: 170, Distinct: 109 + Top values: + 0: 18 + 1: 9 + 2: 4 + 63: 4 + 4: 4 + 10: 4 + 41: 3 + 31: 3 + 6: 3 + 78: 2 + 80: 2 + 45: 2 + 12: 2 + 55: 2 + 148: 2 + +goods_state: + Total: 170, Non-null: 170, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 158 + 2: 12 + +enable_status: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +send_state: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +is_delete: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 170 + +scd2_is_current: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +scd2_version: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['site_goods_id', 'tenant_id', 'site_id', 'tenant_goods_id', 'goods_name', 'goods_category_id', 'goods_second_category_id', 'category_level1_name', 'category_level2_name', 'batch_stock_qty', 'sale_qty', 'total_sales_qty', 'sale_price', 'created_at', 'updated_at', 'avg_monthly_sales', 'goods_state', 'enable_status', 'send_state', 'is_delete', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + site_goods_id: 2906983124748485 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2906982633310085 + goods_name: 1000服务费 + goods_category_id: 2793217944864581 + goods_second_category_id: 2793218343257925 + category_level1_name: 其他 + category_level2_name: 其他2 + batch_stock_qty: 10 + sale_qty: 1 + total_sales_qty: 1 + sale_price: 1000.00 + created_at: 2025-10-04 23:56:11+08:00 + updated_at: 2025-12-13 04:46:00+08:00 + avg_monthly_sales: 0.0000 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + site_goods_id: 2915208915865285 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2915207513196869 + goods_name: 普通茶位 + goods_category_id: 2793217944864581 + goods_second_category_id: 2793218343257925 + category_level1_name: 其他 + category_level2_name: 其他2 + batch_stock_qty: 87 + sale_qty: 13 + total_sales_qty: 13 + sale_price: 10.00 + created_at: 2025-10-10 19:23:54+08:00 + updated_at: 2025-12-16 23:43:49+08:00 + avg_monthly_sales: 0.1700 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + site_goods_id: 2940642871856901 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2940641058311237 + goods_name: 一次性湿巾 + goods_category_id: 2793217944864581 + goods_second_category_id: 2793218343257925 + category_level1_name: 其他 + category_level2_name: 其他2 + batch_stock_qty: 100 + sale_qty: 0 + total_sales_qty: 0 + sale_price: 2.00 + created_at: 2025-10-28 18:36:39+08:00 + updated_at: 2025-10-28 18:37:03+08:00 + avg_monthly_sales: 0.0000 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + site_goods_id: 2959253027243589 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2959250949670277 + goods_name: 外卖代购 + goods_category_id: 2793217944864581 + goods_second_category_id: 2793218343257925 + category_level1_name: 其他 + category_level2_name: 其他2 + batch_stock_qty: 6 + sale_qty: 4 + total_sales_qty: 4 + sale_price: 88.00 + created_at: 2025-11-10 22:07:53+08:00 + updated_at: 2025-11-20 12:28:30+08:00 + avg_monthly_sales: 0.0000 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-19 05:42:06.210959+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + site_goods_id: 2964704853035845 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2964701792325061 + goods_name: 咖啡代购 + goods_category_id: 2793217944864581 + goods_second_category_id: 2793218343257925 + category_level1_name: 其他 + category_level2_name: 其他2 + batch_stock_qty: 4 + sale_qty: 26 + total_sales_qty: 26 + sale_price: 15.00 + created_at: 2025-11-14 18:33:46+08:00 + updated_at: 2025-12-16 00:06:40+08:00 + avg_monthly_sales: 0.6300 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-19 05:42:06.210959+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + site_goods_id: 2793025860145221 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2792077012225925 + goods_name: 双中支中华 + goods_category_id: 2792062778003333 + goods_second_category_id: 2792063209623429 + category_level1_name: 香烟 + category_level2_name: 香烟 + batch_stock_qty: 0 + sale_qty: 94 + total_sales_qty: 94 + sale_price: 72.00 + created_at: 2025-07-16 11:52:51+08:00 + updated_at: 2025-12-16 23:20:02+08:00 + avg_monthly_sales: 1.6000 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + site_goods_id: 2793025860636741 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2792079352434565 + goods_name: 炫赫门小南京 + goods_category_id: 2792062778003333 + goods_second_category_id: 2792063209623429 + category_level1_name: 香烟 + category_level2_name: 香烟 + batch_stock_qty: 30 + sale_qty: 110 + total_sales_qty: 110 + sale_price: 28.00 + created_at: 2025-07-16 11:52:51+08:00 + updated_at: 2025-12-17 05:17:22+08:00 + avg_monthly_sales: 1.0000 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + site_goods_id: 2793025861128261 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2792081036562309 + goods_name: 细荷花 + goods_category_id: 2792062778003333 + goods_second_category_id: 2792063209623429 + category_level1_name: 香烟 + category_level2_name: 香烟 + batch_stock_qty: 0 + sale_qty: 184 + total_sales_qty: 184 + sale_price: 55.00 + created_at: 2025-07-16 11:52:51+08:00 + updated_at: 2025-12-12 02:43:14+08:00 + avg_monthly_sales: 1.3300 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + site_goods_id: 2793025861308485 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2792082388782981 + goods_name: 中支芙蓉王 + goods_category_id: 2792062778003333 + goods_second_category_id: 2792063209623429 + category_level1_name: 香烟 + category_level2_name: 香烟 + batch_stock_qty: 6 + sale_qty: 61 + total_sales_qty: 61 + sale_price: 38.00 + created_at: 2025-07-16 11:52:51+08:00 + updated_at: 2025-12-19 02:35:36+08:00 + avg_monthly_sales: 0.7300 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + site_goods_id: 2793025861505093 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + tenant_goods_id: 2792083824283525 + goods_name: 红利群 + goods_category_id: 2792062778003333 + goods_second_category_id: 2792063209623429 + category_level1_name: 香烟 + category_level2_name: 香烟 + batch_stock_qty: 5 + sale_qty: 151 + total_sales_qty: 151 + sale_price: 26.00 + created_at: 2025-07-16 11:52:51+08:00 + updated_at: 2025-12-18 23:52:11+08:00 + avg_monthly_sales: 0.8000 + goods_state: 1 + enable_status: 1 + send_state: 1 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_store_goods_ex.txt b/tmp/table_analysis/dim_store_goods_ex.txt new file mode 100644 index 0000000..b266236 --- /dev/null +++ b/tmp/table_analysis/dim_store_goods_ex.txt @@ -0,0 +1,582 @@ +================================================================================ +Table: billiards_dwd.dim_store_goods_ex +Primary Key: site_goods_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +site_goods_id: bigint | nullable=NO | PK +site_name: text | nullable=YES | +unit: text | nullable=YES | +goods_barcode: text | nullable=YES | +goods_cover_url: text | nullable=YES | +pinyin_initial: text | nullable=YES | +stock_qty: integer | nullable=YES | +stock_secondary_qty: integer | nullable=YES | +safety_stock_qty: integer | nullable=YES | +cost_price: numeric(18,4) | nullable=YES | +cost_price_type: integer | nullable=YES | +provisional_total_cost: numeric(18,2) | nullable=YES | +total_purchase_cost: numeric(18,2) | nullable=YES | +min_discount_price: numeric(18,2) | nullable=YES | +is_discountable: integer | nullable=YES | +days_on_shelf: integer | nullable=YES | +audit_status: integer | nullable=YES | +sale_channel: integer | nullable=YES | +is_warehousing: integer | nullable=YES | +freeze_status: integer | nullable=YES | +forbid_sell_status: integer | nullable=YES | +able_site_transfer: integer | nullable=YES | +custom_label_type: integer | nullable=YES | +option_required: integer | nullable=YES | +remark: text | nullable=YES | +sort_order: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +site_goods_id: + Total: 170, Non-null: 170, Distinct: 170 + Top values: + 2793025844727877: 1 + 2793025844908101: 1 + 2793025845399621: 1 + 2793025845825605: 1 + 2793025845989445: 1 + 2793025846464581: 1 + 2793025846939717: 1 + 2793025847431237: 1 + 2793025847595077: 1 + 2793025848102981: 1 + 2793025848610885: 1 + 2793025849102405: 1 + 2793025849593925: 1 + 2793025850085445: 1 + 2793025850576965: 1 + +site_name: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 170 + +unit: + Total: 170, Non-null: 170, Distinct: 13 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 包: 62 + 瓶: 49 + 个: 17 + 份: 14 + 根: 10 + 杯: 5 + 盒: 4 + 桶: 3 + 盘: 2 + 罐: 1 + 支: 1 + 双: 1 + 张: 1 + +goods_barcode: + Total: 170, Non-null: 0, Distinct: 0 + Top values: + +goods_cover_url: + Total: 170, Non-null: 170, Distinct: 130 + Top values: + https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg: 41 + https://oss.ficoo.vip/admin/GrDjXJ_1753204736744.jpg: 1 + https://oss.ficoo.vip/goods/501755142741105/175514274110534.jpg: 1 + https://oss.ficoo.vip/admin/nrDNCp_1765624656359.jpg: 1 + https://oss.ficoo.vip/admin/xHtt7E_1753203727919.jpg: 1 + https://oss.ficoo.vip/admin/yx3b8S_1753175562197.jpg: 1 + https://oss.ficoo.vip/admin/hWtAkK_1753175530886.jpg: 1 + https://oss.ficoo.vip/admin/21d4Y5_1754818991675.jpg: 1 + https://oss.ficoo.vip/admin/yzYj5B_1753203473330.jpg: 1 + https://oss.ficoo.vip/admin/5P1HjW_1753175040708.jpg: 1 + https://oss.ficoo.vip/admin/YXR86w_1753203657997.jpg: 1 + https://oss.ficoo.vip/admin/QC6hTw_1754818957205.jpg: 1 + https://oss.ficoo.vip/admin/nBPPG4_1753203441531.jpg: 1 + https://oss.ficoo.vip/admin/75yN2R_1721196107928.jpg: 1 + https://oss.ficoo.vip/admin/17r1dP_1721196142478.jpg: 1 + +pinyin_initial: + Total: 170, Non-null: 170, Distinct: 169 + Top values: + YD: 2 + KLN: 1 + HCTX·: 1 + PTPK: 1 + KY,KL: 1 + 50JQBL,50GQBL: 1 + KAD: 1 + PTCW: 1 + HSNRM,GSNRM: 1 + RYX: 1 + YDF: 1 + DFSY,DFSX: 1 + GXFJZJ: 1 + XLYP: 1 + SZSSKXG: 1 + +stock_qty: + Total: 170, Non-null: 170, Distinct: 63 + Top values: + 0: 38 + 1: 9 + 2: 7 + 3: 7 + 7: 7 + 6: 6 + 8: 6 + 10: 6 + 4: 4 + 21: 4 + 18: 4 + 9: 4 + 5: 4 + 15: 3 + 20: 3 + +stock_secondary_qty: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 170 + +safety_stock_qty: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 170 + +cost_price_type: + Total: 170, Non-null: 170, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 160 + 2: 10 + +is_discountable: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +days_on_shelf: + Total: 170, Non-null: 170, Distinct: 71 + Top values: + 0: 48 + 100: 5 + 5: 5 + 7: 5 + 10: 5 + 30: 4 + 14: 3 + 6: 3 + 33: 3 + 4: 3 + 3: 3 + 24: 3 + 45: 3 + 11: 3 + 21: 3 + +audit_status: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 170 + +sale_channel: + Total: 170, Non-null: 0, Distinct: 0 + Top values: + +is_warehousing: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +freeze_status: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 170 + +forbid_sell_status: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +able_site_transfer: + Total: 170, Non-null: 170, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 169 + 0: 1 + +custom_label_type: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 170 + +option_required: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +remark: + Total: 170, Non-null: 0, Distinct: 0 + Top values: + +sort_order: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 100: 170 + +scd2_is_current: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +scd2_version: + Total: 170, Non-null: 170, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 170 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['site_goods_id', 'site_name', 'unit', 'goods_barcode', 'goods_cover_url', 'pinyin_initial', 'stock_qty', 'stock_secondary_qty', 'safety_stock_qty', 'cost_price', 'cost_price_type', 'provisional_total_cost', 'total_purchase_cost', 'min_discount_price', 'is_discountable', 'days_on_shelf', 'audit_status', 'sale_channel', 'is_warehousing', 'freeze_status', 'forbid_sell_status', 'able_site_transfer', 'custom_label_type', 'option_required', 'remark', 'sort_order', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + site_goods_id: 2906983124748485 + site_name: 朗朗桌球 + unit: 个 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg + pinyin_initial: 1000FWF + stock_qty: 10 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 2 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 333 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + site_goods_id: 2915208915865285 + site_name: 朗朗桌球 + unit: 份 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg + pinyin_initial: PTCW + stock_qty: 87 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 2 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 511 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + site_goods_id: 2940642871856901 + site_name: 朗朗桌球 + unit: 张 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg + pinyin_initial: YCXSJ + stock_qty: 100 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 2.0000 + cost_price_type: 2 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 0 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + site_goods_id: 2959253027243589 + site_name: 朗朗桌球 + unit: 份 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg + pinyin_initial: WMDG + stock_qty: 6 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 2 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 85 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-19 05:42:06.210959+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + site_goods_id: 2964704853035845 + site_name: 朗朗桌球 + unit: 杯 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg + pinyin_initial: KFDG,GFDG + stock_qty: 4 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 2 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 6 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-19 05:42:06.210959+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + site_goods_id: 2793025860145221 + site_name: 朗朗桌球 + unit: 包 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/SthyYw_1753194478117.jpg + pinyin_initial: SZZZH + stock_qty: 0 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 1 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 0 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + site_goods_id: 2793025860636741 + site_name: 朗朗桌球 + unit: 包 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/h2tQM3_1753194493216.jpg + pinyin_initial: XHMXNJ + stock_qty: 30 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 1 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 30 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + site_goods_id: 2793025861128261 + site_name: 朗朗桌球 + unit: 包 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/ScERzZ_1753194512694.jpg + pinyin_initial: XHH + stock_qty: 0 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 1 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 0 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + site_goods_id: 2793025861308485 + site_name: 朗朗桌球 + unit: 包 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/GBYMWe_1753194536507.jpg + pinyin_initial: ZZFRW + stock_qty: 6 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 1 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 15 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + site_goods_id: 2793025861505093 + site_name: 朗朗桌球 + unit: 包 + goods_barcode: NULL + goods_cover_url: https://oss.ficoo.vip/admin/ewj8Z1_1753194556566.jpg + pinyin_initial: HLQ,GLQ + stock_qty: 5 + stock_secondary_qty: 0 + safety_stock_qty: 0 + cost_price: 0.0000 + cost_price_type: 1 + provisional_total_cost: 0.00 + total_purchase_cost: 0.00 + min_discount_price: 0.00 + is_discountable: 1 + days_on_shelf: 7 + audit_status: 2 + sale_channel: NULL + is_warehousing: 1 + freeze_status: 0 + forbid_sell_status: 1 + able_site_transfer: 2 + custom_label_type: 2 + option_required: 1 + remark: NULL + sort_order: 100 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_table.txt b/tmp/table_analysis/dim_table.txt new file mode 100644 index 0000000..e0b3327 --- /dev/null +++ b/tmp/table_analysis/dim_table.txt @@ -0,0 +1,269 @@ +================================================================================ +Table: billiards_dwd.dim_table +Primary Key: table_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +table_id: bigint | nullable=NO | PK +site_id: bigint | nullable=YES | +table_name: text | nullable=YES | +site_table_area_id: bigint | nullable=YES | +site_table_area_name: text | nullable=YES | +tenant_table_area_id: bigint | nullable=YES | +table_price: numeric(18,2) | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +table_id: + Total: 74, Non-null: 74, Distinct: 74 + Top values: + 2793023960551493: 1 + 2793021451292741: 1 + 2942225950625541: 1 + 2793003618340933: 1 + 2793003243294789: 1 + 2793003420504133: 1 + 2793012902482053: 1 + 2956247996190021: 1 + 2944828464433029: 1 + 2802006434630661: 1 + 2793018776604805: 1 + 2793017278582917: 1 + 2793020259946565: 1 + 2793001695301765: 1 + 2793020955840645: 1 + +site_id: + Total: 74, Non-null: 74, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 74 + +table_name: + Total: 74, Non-null: 74, Distinct: 74 + Top values: + A18: 1 + B9: 1 + 666: 1 + B14: 1 + VIP1: 1 + TV: 1 + 幸会(纯k): 1 + S1: 1 + M3: 1 + A16: 1 + B3: 1 + 补时长2: 1 + B6: 1 + B2: 1 + VIP5: 1 + +site_table_area_id: + Total: 74, Non-null: 74, Distinct: 16 + Top values: + 2791963794329671: 18 + 2791963807682693: 15 + 2802006170324037: 7 + 2791963816579205: 6 + 2791963887030341: 5 + 2791963825803397: 4 + 2791963855982661: 4 + 2791963836207173: 4 + 2791963848527941: 2 + 2942056024575749: 2 + 2944827794098053: 2 + 2956246442462533: 1 + 2994268117290757: 1 + 3004534627601285: 1 + 2791963864273029: 1 + +site_table_area_name: + Total: 74, Non-null: 74, Distinct: 16 + Top values: + A区: 18 + B区: 15 + 补时长: 7 + C区: 6 + 麻将房: 5 + K包: 4 + VIP包厢: 4 + 斯诺克区: 4 + 666: 2 + k包活动区: 2 + M7: 2 + 发财: 1 + TV台: 1 + M8: 1 + 虚拟台: 1 + +tenant_table_area_id: + Total: 74, Non-null: 74, Distinct: 16 + Top values: + 2791963794329671: 18 + 2791963807682693: 15 + 2802006170324037: 7 + 2791963816579205: 6 + 2791963887030341: 5 + 2791963825803397: 4 + 2791963855982661: 4 + 2791963836207173: 4 + 2791963848527941: 2 + 2942056024575749: 2 + 2944827794098053: 2 + 2956246442462533: 1 + 2994268117290757: 1 + 3004534627601285: 1 + 2791963864273029: 1 + +scd2_is_current: + Total: 74, Non-null: 74, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 74 + +scd2_version: + Total: 74, Non-null: 74, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 74 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['table_id', 'site_id', 'table_name', 'site_table_area_id', 'site_table_area_name', 'tenant_table_area_id', 'table_price', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + table_id: 2791964216463493 + site_id: 2790685415443269 + table_name: A1 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + table_id: 2792521437958213 + site_id: 2790685415443269 + table_name: A2 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + table_id: 2793001695301765 + site_id: 2790685415443269 + table_name: A3 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + table_id: 2793001904918661 + site_id: 2790685415443269 + table_name: A4 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + table_id: 2793002509209733 + site_id: 2790685415443269 + table_name: A5 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + table_id: 2793002673295493 + site_id: 2790685415443269 + table_name: A6 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + table_id: 2793003066429509 + site_id: 2790685415443269 + table_name: A10 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + table_id: 2793003159474245 + site_id: 2790685415443269 + table_name: A11 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + table_id: 2793003806953541 + site_id: 2790685415443269 + table_name: A18 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791963794329671 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + table_id: 2793010820206661 + site_id: 2790685415443269 + table_name: B1 + site_table_area_id: 2791963807682693 + site_table_area_name: B区 + tenant_table_area_id: 2791963807682693 + table_price: 0.00 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_table_ex.txt b/tmp/table_analysis/dim_table_ex.txt new file mode 100644 index 0000000..0d43d76 --- /dev/null +++ b/tmp/table_analysis/dim_table_ex.txt @@ -0,0 +1,208 @@ +================================================================================ +Table: billiards_dwd.dim_table_ex +Primary Key: table_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +table_id: bigint | nullable=NO | PK +show_status: integer | nullable=YES | +is_online_reservation: integer | nullable=YES | +table_cloth_use_time: integer | nullable=YES | +table_cloth_use_cycle: integer | nullable=YES | +table_status: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +table_id: + Total: 74, Non-null: 74, Distinct: 74 + Top values: + 2793023960551493: 1 + 2793021451292741: 1 + 2942225950625541: 1 + 2793003618340933: 1 + 2793003243294789: 1 + 2793012902482053: 1 + 2793003420504133: 1 + 2956247996190021: 1 + 2944828464433029: 1 + 2802006434630661: 1 + 2793018776604805: 1 + 2793017278582917: 1 + 2793020259946565: 1 + 2793001695301765: 1 + 2944828361639813: 1 + +show_status: + Total: 74, Non-null: 74, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 70 + 2: 4 + +is_online_reservation: + Total: 74, Non-null: 74, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 72 + 1: 2 + +table_cloth_use_time: + Total: 74, Non-null: 0, Distinct: 0 + Top values: + +table_cloth_use_cycle: + Total: 74, Non-null: 74, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 74 + +table_status: + Total: 74, Non-null: 74, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 66 + 3: 7 + 2: 1 + +scd2_is_current: + Total: 74, Non-null: 74, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 74 + +scd2_version: + Total: 74, Non-null: 74, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 74 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['table_id', 'show_status', 'is_online_reservation', 'table_cloth_use_time', 'table_cloth_use_cycle', 'table_status', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + table_id: 2791964216463493 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + table_id: 2792521437958213 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + table_id: 2793001695301765 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + table_id: 2793001904918661 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + table_id: 2793002509209733 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + table_id: 2793002673295493 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + table_id: 2793002808987781 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + table_id: 2793002896494725 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + table_id: 2793002980429893 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + table_id: 2793003066429509 + show_status: 1 + is_online_reservation: 2 + table_cloth_use_time: NULL + table_cloth_use_cycle: 0 + table_status: 1 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_tenant_goods.txt b/tmp/table_analysis/dim_tenant_goods.txt new file mode 100644 index 0000000..3903801 --- /dev/null +++ b/tmp/table_analysis/dim_tenant_goods.txt @@ -0,0 +1,397 @@ +================================================================================ +Table: billiards_dwd.dim_tenant_goods +Primary Key: tenant_goods_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +tenant_goods_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +supplier_id: bigint | nullable=YES | +category_name: character varying(64) | nullable=YES | +goods_category_id: bigint | nullable=YES | +goods_second_category_id: bigint | nullable=YES | +goods_name: character varying(128) | nullable=YES | +goods_number: character varying(64) | nullable=YES | +unit: character varying(16) | nullable=YES | +market_price: numeric(18,2) | nullable=YES | +goods_state: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +update_time: timestamp with time zone | nullable=YES | +is_delete: integer | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +tenant_goods_id: + Total: 171, Non-null: 171, Distinct: 171 + Top values: + 2792122952519557: 1 + 2792140384243589: 1 + 2792067181399941: 1 + 2823319050914565: 1 + 2792275329290117: 1 + 2792045494685573: 1 + 2792277093207941: 1 + 2792112367603589: 1 + 2792114975313797: 1 + 2792173195546501: 1 + 2792229617586053: 1 + 2792286937681797: 1 + 2792213125140357: 1 + 2802003111103429: 1 + 2792292119728005: 1 + +tenant_id: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 171 + +supplier_id: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 171 + +category_name: + Total: 171, Non-null: 171, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 零食: 47 + 饮料: 38 + 其他2: 18 + 香烟: 17 + 雪糕: 14 + 酒水: 9 + 球杆: 8 + 槟榔: 6 + 小吃: 4 + 面: 3 + 果盘: 2 + 洋酒: 2 + 皮头: 2 + 其他: 1 + +goods_category_id: + Total: 171, Non-null: 171, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2791941988405125: 50 + 2790683528350539: 49 + 2793217944864581: 18 + 2792062778003333: 17 + 2791942087561093: 14 + 2790683528350535: 11 + 2790683528350533: 6 + 2793220945250117: 4 + 2790683528350545: 2 + +goods_second_category_id: + Total: 171, Non-null: 171, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2791948300259205: 47 + 2790683528350540: 38 + 2793218343257925: 18 + 2792063209623429: 17 + 2792035069284229: 14 + 2790683528350541: 9 + 2790683528350537: 8 + 2790683528350534: 6 + 2793221283104581: 4 + 2793236829620037: 3 + 2792050275864453: 2 + 2790683528350536: 2 + 2793221553489733: 2 + 2790683528350538: 1 + +goods_name: + Total: 171, Non-null: 171, Distinct: 171 + Top values: + 鱼蛋: 1 + 哇哈哈矿泉水: 1 + 卫龙魔芋爽: 1 + 哇哈哈AD钙奶: 1 + 奥利奥迷你可可: 1 + 卫龙大面筋: 1 + 香辣鱼皮: 1 + 科罗娜啤酒275ml: 1 + 旺旺碎冰冰: 1 + 黑松露苏打饼干: 1 + 皮尔力SY系列: 1 + 美汁源果粒橙: 1 + 软玉溪: 1 + 鱼豆腐: 1 + 营养快线: 1 + +goods_number: + Total: 171, Non-null: 171, Distinct: 171 + Top values: + 118: 1 + 123: 1 + 8: 1 + 75: 1 + 96: 1 + 129: 1 + 13: 1 + 144: 1 + 121: 1 + 113: 1 + 93: 1 + 94: 1 + 95: 1 + 34: 1 + 115: 1 + +unit: + Total: 171, Non-null: 171, Distinct: 13 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 包: 63 + 瓶: 49 + 个: 17 + 份: 14 + 根: 10 + 杯: 5 + 盒: 4 + 桶: 3 + 盘: 2 + 罐: 1 + 支: 1 + 双: 1 + 张: 1 + +goods_state: + Total: 171, Non-null: 171, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 165 + 2: 6 + +is_delete: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 171 + +scd2_is_current: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 171 + +scd2_version: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 171 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['tenant_goods_id', 'tenant_id', 'supplier_id', 'category_name', 'goods_category_id', 'goods_second_category_id', 'goods_name', 'goods_number', 'unit', 'market_price', 'goods_state', 'create_time', 'update_time', 'is_delete', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + tenant_goods_id: 2792114975313797 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 海之言 + goods_number: 35 + unit: 瓶 + market_price: 8.00 + goods_state: 1 + create_time: 2025-07-15 20:26:16+08:00 + update_time: 2025-11-10 18:35:33+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + tenant_goods_id: 2792120662675333 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 西梅多多饮品 + goods_number: 41 + unit: 瓶 + market_price: 8.00 + goods_state: 1 + create_time: 2025-07-15 20:32:03+08:00 + update_time: 2025-11-10 18:38:16+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + tenant_goods_id: 2792123803078533 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 美汁源果粒橙 + goods_number: 43 + unit: 瓶 + market_price: 8.00 + goods_state: 1 + create_time: 2025-07-15 20:35:15+08:00 + update_time: 2025-11-10 18:39:03+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + tenant_goods_id: 2792125002321797 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 三诺橙汁 + goods_number: 44 + unit: 瓶 + market_price: 18.00 + goods_state: 1 + create_time: 2025-07-15 20:36:28+08:00 + update_time: 2025-11-10 18:39:20+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + tenant_goods_id: 2792126153330565 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 营养快线 + goods_number: 45 + unit: 瓶 + market_price: 8.00 + goods_state: 1 + create_time: 2025-07-15 20:37:38+08:00 + update_time: 2025-11-10 18:39:33+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + tenant_goods_id: 2792126853369733 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 东鹏特饮 + goods_number: 46 + unit: 瓶 + market_price: 7.00 + goods_state: 1 + create_time: 2025-07-15 20:38:21+08:00 + update_time: 2025-11-10 18:40:07+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + tenant_goods_id: 2792128158191493 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 农夫山泉苏打水 + goods_number: 47 + unit: 瓶 + market_price: 6.00 + goods_state: 1 + create_time: 2025-07-15 20:39:40+08:00 + update_time: 2025-11-10 18:41:52+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + tenant_goods_id: 2792128793546629 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 椰汁 + goods_number: 48 + unit: 瓶 + market_price: 8.00 + goods_state: 1 + create_time: 2025-07-15 20:40:19+08:00 + update_time: 2025-11-10 18:42:13+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + tenant_goods_id: 2792129791594373 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 芬达 + goods_number: 49 + unit: 瓶 + market_price: 5.00 + goods_state: 1 + create_time: 2025-07-15 20:41:20+08:00 + update_time: 2025-11-10 18:42:31+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + tenant_goods_id: 2792130734133125 + tenant_id: 2790683160709957 + supplier_id: 0 + category_name: 饮料 + goods_category_id: 2790683528350539 + goods_second_category_id: 2790683528350540 + goods_name: 屈臣氏苏打水 + goods_number: 50 + unit: 瓶 + market_price: 8.00 + goods_state: 1 + create_time: 2025-07-15 20:42:18+08:00 + update_time: 2025-11-10 18:42:50+08:00 + is_delete: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dim_tenant_goods_ex.txt b/tmp/table_analysis/dim_tenant_goods_ex.txt new file mode 100644 index 0000000..cdc95e7 --- /dev/null +++ b/tmp/table_analysis/dim_tenant_goods_ex.txt @@ -0,0 +1,446 @@ +================================================================================ +Table: billiards_dwd.dim_tenant_goods_ex +Primary Key: tenant_goods_id, scd2_start_time +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +tenant_goods_id: bigint | nullable=NO | PK +remark_name: character varying(128) | nullable=YES | +pinyin_initial: character varying(128) | nullable=YES | +goods_cover: character varying(512) | nullable=YES | +goods_bar_code: character varying(64) | nullable=YES | +commodity_code: character varying(64) | nullable=YES | +commodity_code_list: character varying(256) | nullable=YES | +min_discount_price: numeric(18,2) | nullable=YES | +cost_price: numeric(18,2) | nullable=YES | +cost_price_type: integer | nullable=YES | +able_discount: integer | nullable=YES | +sale_channel: integer | nullable=YES | +is_warehousing: integer | nullable=YES | +is_in_site: boolean | nullable=YES | +able_site_transfer: integer | nullable=YES | +common_sale_royalty: integer | nullable=YES | +point_sale_royalty: integer | nullable=YES | +out_goods_id: bigint | nullable=YES | +scd2_start_time: timestamp with time zone | nullable=NO | PK +scd2_end_time: timestamp with time zone | nullable=YES | +scd2_is_current: integer | nullable=YES | +scd2_version: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +tenant_goods_id: + Total: 171, Non-null: 171, Distinct: 171 + Top values: + 2792037812375429: 1 + 2792038476746629: 1 + 2792039804047237: 1 + 2792044495523717: 1 + 2792045494685573: 1 + 2792056126328709: 1 + 2792067181399941: 1 + 2792070008164229: 1 + 2792072218644357: 1 + 2792077012225925: 1 + 2792079352434565: 1 + 2792081036562309: 1 + 2792082388782981: 1 + 2792083824283525: 1 + 2792091011796869: 1 + +remark_name: + Total: 171, Non-null: 0, Distinct: 0 + Top values: + +pinyin_initial: + Total: 171, Non-null: 171, Distinct: 170 + Top values: + YD: 2 + KLN: 1 + HCTX·: 1 + PTPK: 1 + KY,KL: 1 + 50JQBL,50GQBL: 1 + KAD: 1 + PTCW: 1 + HSNRM,GSNRM: 1 + RYX: 1 + YDF: 1 + DFSY,DFSX: 1 + GXFJZJ: 1 + XLYP: 1 + SZSSKXG: 1 + +goods_cover: + Total: 171, Non-null: 171, Distinct: 130 + Top values: + https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg: 42 + https://oss.ficoo.vip/admin/GrDjXJ_1753204736744.jpg: 1 + https://oss.ficoo.vip/goods/501755142741105/175514274110534.jpg: 1 + https://oss.ficoo.vip/admin/nrDNCp_1765624656359.jpg: 1 + https://oss.ficoo.vip/admin/xHtt7E_1753203727919.jpg: 1 + https://oss.ficoo.vip/admin/yx3b8S_1753175562197.jpg: 1 + https://oss.ficoo.vip/admin/hWtAkK_1753175530886.jpg: 1 + https://oss.ficoo.vip/admin/21d4Y5_1754818991675.jpg: 1 + https://oss.ficoo.vip/admin/yzYj5B_1753203473330.jpg: 1 + https://oss.ficoo.vip/admin/YXR86w_1753203657997.jpg: 1 + https://oss.ficoo.vip/admin/5P1HjW_1753175040708.jpg: 1 + https://oss.ficoo.vip/admin/QC6hTw_1754818957205.jpg: 1 + https://oss.ficoo.vip/admin/nBPPG4_1753203441531.jpg: 1 + https://oss.ficoo.vip/admin/75yN2R_1721196107928.jpg: 1 + https://oss.ficoo.vip/admin/17r1dP_1721196142478.jpg: 1 + +goods_bar_code: + Total: 171, Non-null: 0, Distinct: 0 + Top values: + +commodity_code: + Total: 171, Non-null: 171, Distinct: 131 + Top values: + 10000: 35 + 100000: 7 + 1000088: 1 + 1000013: 1 + 1234520: 1 + 1234536: 1 + 1000065: 1 + 1234554: 1 + 1234572: 1 + 1234549: 1 + 120000000: 1 + 10000000: 1 + 100008: 1 + 1234560: 1 + 10000019: 1 + +commodity_code_list: + Total: 171, Non-null: 171, Distinct: 131 + Top values: + 10000: 35 + 100000: 7 + 1000088: 1 + 1000013: 1 + 1234520: 1 + 1234536: 1 + 1000065: 1 + 1234554: 1 + 1234572: 1 + 1234549: 1 + 120000000: 1 + 10000000: 1 + 100008: 1 + 1234560: 1 + 10000019: 1 + +cost_price_type: + Total: 171, Non-null: 171, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 160 + 2: 11 + +able_discount: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 171 + +sale_channel: + Total: 171, Non-null: 0, Distinct: 0 + Top values: + +is_warehousing: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 171 + +is_in_site: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 171 + +able_site_transfer: + Total: 171, Non-null: 171, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 170 + 0: 1 + +common_sale_royalty: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 171 + +point_sale_royalty: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 171 + +out_goods_id: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 171 + +scd2_is_current: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 171 + +scd2_version: + Total: 171, Non-null: 171, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 171 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['tenant_goods_id', 'remark_name', 'pinyin_initial', 'goods_cover', 'goods_bar_code', 'commodity_code', 'commodity_code_list', 'min_discount_price', 'cost_price', 'cost_price_type', 'able_discount', 'sale_channel', 'is_warehousing', 'is_in_site', 'able_site_transfer', 'common_sale_royalty', 'point_sale_royalty', 'out_goods_id', 'scd2_start_time', 'scd2_end_time', 'scd2_is_current', 'scd2_version'] + +Row 1: + tenant_goods_id: 2792139566649221 + remark_name: NULL + pinyin_initial: ASM,ESM + goods_cover: https://oss.ficoo.vip/admin/JSFCjn_1753175365140.jpg + goods_bar_code: NULL + commodity_code: 1234527 + commodity_code_list: 1234527 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 2: + tenant_goods_id: 2792140384243589 + remark_name: NULL + pinyin_initial: WLJ + goods_cover: https://oss.ficoo.vip/admin/hWtAkK_1753175530886.jpg + goods_bar_code: NULL + commodity_code: 1234528 + commodity_code_list: 1234528 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 3: + tenant_goods_id: 2792141587451781 + remark_name: NULL + pinyin_initial: LC + goods_cover: https://oss.ficoo.vip/admin/DhTxrF_1753175546868.jpg + goods_bar_code: NULL + commodity_code: 1234529 + commodity_code_list: 1234529 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 4: + tenant_goods_id: 2792142450249605 + remark_name: NULL + pinyin_initial: HN,GN + goods_cover: https://oss.ficoo.vip/admin/yx3b8S_1753175562197.jpg + goods_bar_code: NULL + commodity_code: 1000010 + commodity_code_list: 1000010 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 5: + tenant_goods_id: 2792143182647173 + remark_name: NULL + pinyin_initial: WZNN + goods_cover: https://oss.ficoo.vip/admin/6E8k66_1753174928971.jpg + goods_bar_code: NULL + commodity_code: 1234530 + commodity_code_list: 1234530 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 6: + tenant_goods_id: 2792148060360581 + remark_name: NULL + pinyin_initial: BHC,BGC + goods_cover: https://oss.ficoo.vip/admin/f3b7e2_1753175389541.jpg + goods_bar_code: NULL + commodity_code: 1234531 + commodity_code_list: 1234531 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 7: + tenant_goods_id: 2792149415268229 + remark_name: NULL + pinyin_initial: SDL + goods_cover: https://oss.ficoo.vip/admin/BKaiCy_1753174915653.jpg + goods_bar_code: NULL + commodity_code: 1234532 + commodity_code_list: 1234532 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 8: + tenant_goods_id: 2792151077867397 + remark_name: NULL + pinyin_initial: QS,KS + goods_cover: https://oss.ficoo.vip/admin/yHGjQk_1753175402324.jpg + goods_bar_code: NULL + commodity_code: 1234533 + commodity_code_list: 1234533 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 9: + tenant_goods_id: 2792152201432965 + remark_name: NULL + pinyin_initial: YD + goods_cover: https://oss.ficoo.vip/admin/kiMwJG_1753195462903.jpg + goods_bar_code: NULL + commodity_code: 10002 + commodity_code_list: 10002 + min_discount_price: 0.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-14 21:20:28.731914+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + +Row 10: + tenant_goods_id: 2792152737648517 + remark_name: NULL + pinyin_initial: HD + goods_cover: https://oss.ficoo.vip/admin/RWW8bM_1710125368666.jpg + goods_bar_code: NULL + commodity_code: 10000 + commodity_code_list: 10000 + min_discount_price: 2.00 + cost_price: 0.00 + cost_price_type: 1 + able_discount: 1 + sale_channel: NULL + is_warehousing: 1 + is_in_site: False + able_site_transfer: 2 + common_sale_royalty: 0 + point_sale_royalty: 0 + out_goods_id: 0 + scd2_start_time: 2025-12-19 05:26:43.399836+08:00 + scd2_end_time: 9999-12-31 00:00:00+08:00 + scd2_is_current: 1 + scd2_version: 1 + diff --git a/tmp/table_analysis/dwd_assistant_service_log.txt b/tmp/table_analysis/dwd_assistant_service_log.txt new file mode 100644 index 0000000..a65d9ff --- /dev/null +++ b/tmp/table_analysis/dwd_assistant_service_log.txt @@ -0,0 +1,746 @@ +================================================================================ +Table: billiards_dwd.dwd_assistant_service_log +Primary Key: assistant_service_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +assistant_service_id: bigint | nullable=NO | PK +order_trade_no: bigint | nullable=YES | +order_settle_id: bigint | nullable=YES | +order_pay_id: bigint | nullable=YES | +order_assistant_id: bigint | nullable=YES | +order_assistant_type: integer | nullable=YES | +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +site_table_id: bigint | nullable=YES | +tenant_member_id: bigint | nullable=YES | +system_member_id: bigint | nullable=YES | +assistant_no: character varying(64) | nullable=YES | +nickname: character varying(64) | nullable=YES | +site_assistant_id: bigint | nullable=YES | +user_id: bigint | nullable=YES | +assistant_team_id: bigint | nullable=YES | +person_org_id: bigint | nullable=YES | +assistant_level: integer | nullable=YES | +level_name: character varying(64) | nullable=YES | +skill_id: bigint | nullable=YES | +skill_name: character varying(64) | nullable=YES | +ledger_unit_price: numeric(10,2) | nullable=YES | +ledger_amount: numeric(10,2) | nullable=YES | +projected_income: numeric(10,2) | nullable=YES | +coupon_deduct_money: numeric(10,2) | nullable=YES | +income_seconds: integer | nullable=YES | +real_use_seconds: integer | nullable=YES | +add_clock: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +start_use_time: timestamp with time zone | nullable=YES | +last_use_time: timestamp with time zone | nullable=YES | +is_delete: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +assistant_service_id: + Total: 5003, Non-null: 5003, Distinct: 5003 + Top values: + 3032992041225285: 1 + 2807763140514565: 1 + 2813495350102213: 1 + 2970598340873413: 1 + 2886802749753733: 1 + 2997570454391301: 1 + 2945303654697029: 1 + 3051266277197509: 1 + 3045664751453957: 1 + 2945022155688069: 1 + 2800772218849349: 1 + 3063091679972997: 1 + 3001775585283077: 1 + 2820758378661957: 1 + 2807425539770053: 1 + +order_trade_no: + Total: 5003, Non-null: 5003, Distinct: 3658 + Top values: + 2861729359482757: 10 + 2940718915358789: 9 + 2950627610183941: 8 + 2944889401395269: 8 + 2984638433856133: 7 + 2934966547269189: 7 + 3000355202664837: 7 + 2956250939576198: 6 + 2874168570629765: 6 + 2844591543274501: 6 + 2997535222647173: 6 + 2809175128066501: 6 + 2906718015440517: 6 + 2954869758986437: 6 + 2974729399292741: 6 + +order_settle_id: + Total: 5003, Non-null: 5003, Distinct: 3394 + Top values: + 2990834049419973: 12 + 2861795646623493: 12 + 2954937563646022: 9 + 2969416781466821: 9 + 2941370754092997: 9 + 3046093693290245: 9 + 3029225997715461: 8 + 2922802873075141: 8 + 2945530267174853: 8 + 3050243203696325: 8 + 2916522068413189: 8 + 2907420664120965: 8 + 2842013991014021: 8 + 3000523189570053: 7 + 2955208362444933: 7 + +order_pay_id: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +order_assistant_id: + Total: 5003, Non-null: 5003, Distinct: 4999 + Top values: + 3057189656331973: 2 + 3056740354852677: 2 + 3056793880594245: 2 + 3056793940723461: 2 + 2825243313294597: 1 + 2827416753818757: 1 + 3063912935885637: 1 + 2929727154587397: 1 + 2898236580448581: 1 + 2996161973850373: 1 + 2994599470108933: 1 + 2847451211418693: 1 + 2877004536514501: 1 + 2933668975478469: 1 + 2998576256633221: 1 + +order_assistant_type: + Total: 5003, Non-null: 5003, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 4402 + 2: 601 + +tenant_id: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 5003 + +site_id: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 5003 + +site_table_id: + Total: 5003, Non-null: 5003, Distinct: 74 + Top values: + 0: 502 + 2793022145302597: 347 + 2793022937911365: 278 + 2793018776735877: 241 + 2793020955840645: 218 + 2793016660660357: 208 + 2793018776604805: 189 + 2793020259897413: 186 + 2793023960551493: 163 + 2791964216463493: 136 + 2793023960682565: 116 + 2956248279567557: 113 + 2793018776703109: 105 + 2793023960633413: 98 + 2793021451292741: 89 + +tenant_member_id: + Total: 5003, Non-null: 5003, Distinct: 111 + Top values: + 0: 2530 + 2799207522600709: 369 + 2799207363643141: 253 + 2799207406946053: 210 + 2799207359858437: 193 + 2799207124305669: 136 + 2799212491392773: 133 + 2820625955784965: 108 + 2799209806071557: 64 + 2969257129938053: 62 + 2799212430657285: 56 + 2799207519176453: 53 + 2799207342704389: 44 + 2799207290996485: 33 + 2980065690831173: 33 + +system_member_id: + Total: 5003, Non-null: 5003, Distinct: 111 + Top values: + 0: 2530 + 2799207521568517: 369 + 2485293902352645: 253 + 2799207405995781: 210 + 2799207358777093: 193 + 2799207123224325: 136 + 2799212490426117: 133 + 2820625954179333: 108 + 2799209804416773: 64 + 2644610908900421: 62 + 2799212429444869: 56 + 2799207518095109: 53 + 2799207341557509: 44 + 2980065689078085: 33 + 2799207289947909: 33 + +assistant_no: + Total: 5003, Non-null: 5003, Distinct: 40 + Top values: + 2: 437 + 9: 330 + 23: 323 + 15: 319 + 4: 296 + 1: 279 + 6: 265 + 13: 254 + 18: 249 + 52: 215 + 20: 205 + 11: 204 + 16: 200 + 8: 195 + 37: 160 + +nickname: + Total: 5003, Non-null: 5003, Distinct: 61 + Top values: + 佳怡: 437 + 婉婉: 323 + 七七: 319 + 球球: 298 + 璇子: 296 + 乔西: 265 + 小燕: 264 + 涛涛: 249 + 小柔: 215 + 苏苏: 205 + 小敌: 184 + 周周: 169 + 阿清: 160 + 千千: 159 + 年糕: 142 + +site_assistant_id: + Total: 5003, Non-null: 5003, Distinct: 4999 + Top values: + 3057189656331973: 2 + 3056740354852677: 2 + 3056793880594245: 2 + 3056793940723461: 2 + 2825243313294597: 1 + 2827416753818757: 1 + 3063912935885637: 1 + 2929727154587397: 1 + 2898236580448581: 1 + 2996161973850373: 1 + 2994599470108933: 1 + 2847451211418693: 1 + 2877004536514501: 1 + 2933668975478469: 1 + 2998576256633221: 1 + +user_id: + Total: 5003, Non-null: 5003, Distinct: 61 + Top values: + 2793530479054917: 437 + 2808873057388613: 323 + 2793493698596997: 319 + 2840060593211077: 298 + 2793532503380037: 296 + 2793363001282629: 265 + 2643377426450373: 264 + 2793486361251973: 249 + 2799135414717509: 215 + 2793489356181637: 205 + 2793526116438085: 184 + 2920786463868677: 169 + 2964641017334597: 160 + 2964640248253637: 159 + 2861304460905541: 142 + +assistant_team_id: + Total: 5003, Non-null: 5003, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2792011585884037: 3848 + 2959085810992645: 1155 + +person_org_id: + Total: 5003, Non-null: 5003, Distinct: 62 + Top values: + 2793530479431749: 437 + 2808873057765445: 323 + 2793493698990213: 319 + 2840060593587909: 298 + 2793532503756869: 296 + 2793363001675845: 265 + 2964673443203909: 264 + 2793486361612421: 249 + 2799135415094341: 215 + 2793489356574853: 205 + 2793526116798533: 184 + 2920786464212741: 169 + 2964641017760581: 160 + 2964640248630469: 159 + 2861304461265989: 142 + +assistant_level: + Total: 5003, Non-null: 5003, Distinct: 5 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 20: 2429 + 10: 1610 + 40: 482 + 30: 414 + 8: 68 + +level_name: + Total: 5003, Non-null: 5003, Distinct: 5 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 中级: 2429 + 初级: 1610 + 星级: 482 + 高级: 414 + 助教管理: 68 + +skill_id: + Total: 5003, Non-null: 5003, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683529513797: 4369 + 2790683529513798: 601 + 3039912271463941: 33 + +skill_name: + Total: 5003, Non-null: 3379, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 基础课: 2993 + 附加课: 353 + 包厢课: 33 + +income_seconds: + Total: 5003, Non-null: 5003, Distinct: 514 + Top values: + 3600: 270 + 7200: 174 + 10800: 162 + 7140: 109 + 14400: 94 + 3540: 81 + 0: 79 + 3480: 38 + 3300: 34 + 6300: 27 + 2700: 26 + 4560: 26 + 10740: 26 + 7080: 25 + 6900: 24 + +real_use_seconds: + Total: 5003, Non-null: 5003, Distinct: 3676 + Top values: + 0: 680 + 3594: 10 + 3600: 10 + 7195: 9 + 3601: 8 + 7190: 8 + 7193: 8 + 7194: 8 + 3592: 7 + 3603: 7 + 7200: 6 + 7196: 6 + 3593: 6 + 3595: 6 + 3588: 5 + +add_clock: + Total: 5003, Non-null: 5003, Distinct: 60 + Top values: + 0: 4860 + 600: 17 + 3600: 8 + 1200: 7 + 1500: 6 + 900: 6 + 10800: 5 + 300: 5 + 180: 5 + 7200: 4 + 1800: 4 + 120: 3 + 240: 3 + 2640: 3 + 2700: 3 + +is_delete: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['assistant_service_id', 'order_trade_no', 'order_settle_id', 'order_pay_id', 'order_assistant_id', 'order_assistant_type', 'tenant_id', 'site_id', 'site_table_id', 'tenant_member_id', 'system_member_id', 'assistant_no', 'nickname', 'site_assistant_id', 'user_id', 'assistant_team_id', 'person_org_id', 'assistant_level', 'level_name', 'skill_id', 'skill_name', 'ledger_unit_price', 'ledger_amount', 'projected_income', 'coupon_deduct_money', 'income_seconds', 'real_use_seconds', 'add_clock', 'create_time', 'start_use_time', 'last_use_time', 'is_delete'] + +Row 1: + assistant_service_id: 2957913441292165 + order_trade_no: 2957784612605829 + order_settle_id: 2957913171693253 + order_pay_id: 0 + order_assistant_id: 2957788717240005 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793020259897413 + tenant_member_id: 0 + system_member_id: 0 + assistant_no: 27 + nickname: 泡芙 + site_assistant_id: 2957788717240005 + user_id: 2946266868976453 + assistant_team_id: 2792011585884037 + person_org_id: 2946266869336901 + assistant_level: 10 + level_name: 初级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 98.00 + ledger_amount: 206.67 + projected_income: 168.00 + coupon_deduct_money: 0.00 + income_seconds: 7560 + real_use_seconds: 7592 + add_clock: 0 + create_time: 2025-11-09 23:25:11+08:00 + start_use_time: 2025-11-09 21:18:18+08:00 + last_use_time: 2025-11-09 23:24:50+08:00 + is_delete: 0 + +Row 2: + assistant_service_id: 2957902859292485 + order_trade_no: 2957733026106885 + order_settle_id: 2957900926045701 + order_pay_id: 0 + order_assistant_id: 2957782511161221 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793012902154373 + tenant_member_id: 0 + system_member_id: 0 + assistant_no: 3 + nickname: 素素 + site_assistant_id: 2957782511161221 + user_id: 2861303933095045 + assistant_team_id: 2792011585884037 + person_org_id: 2861303933471877 + assistant_level: 10 + level_name: 初级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 98.00 + ledger_amount: 194.99 + projected_income: 158.67 + coupon_deduct_money: 0.00 + income_seconds: 7140 + real_use_seconds: 7163 + add_clock: 0 + create_time: 2025-11-09 23:14:25+08:00 + start_use_time: 2025-11-09 21:11:59+08:00 + last_use_time: 2025-11-09 23:12:26+08:00 + is_delete: 0 + +Row 3: + assistant_service_id: 2957853948464645 + order_trade_no: 2957728112840581 + order_settle_id: 2957853635792773 + order_pay_id: 0 + order_assistant_id: 2957796885352261 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793012902367365 + tenant_member_id: 0 + system_member_id: 0 + assistant_no: 23 + nickname: 婉婉 + site_assistant_id: 2957796885352261 + user_id: 2808873057388613 + assistant_team_id: 2792011585884037 + person_org_id: 2808873057765445 + assistant_level: 10 + level_name: 初级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 98.00 + ledger_amount: 98.08 + projected_income: 80.00 + coupon_deduct_money: 0.00 + income_seconds: 3600 + real_use_seconds: 3603 + add_clock: 600 + create_time: 2025-11-09 22:24:40+08:00 + start_use_time: 2025-11-09 21:26:36+08:00 + last_use_time: 2025-11-09 22:16:39+08:00 + is_delete: 0 + +Row 4: + assistant_service_id: 2957814222769989 + order_trade_no: 2957792593448837 + order_settle_id: 2957813956382533 + order_pay_id: 0 + order_assistant_id: 2957757930852165 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793016660660357 + tenant_member_id: 2799207124305669 + system_member_id: 2799207123224325 + assistant_no: 9 + nickname: 球球 + site_assistant_id: 2957757930852165 + user_id: 2840060593211077 + assistant_team_id: 2792011585884037 + person_org_id: 2840060593587909 + assistant_level: 10 + level_name: 初级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 98.00 + ledger_amount: 92.45 + projected_income: 74.67 + coupon_deduct_money: 0.00 + income_seconds: 3360 + real_use_seconds: 3396 + add_clock: 0 + create_time: 2025-11-09 21:44:15+08:00 + start_use_time: 2025-11-09 20:46:59+08:00 + last_use_time: 2025-11-09 21:43:35+08:00 + is_delete: 0 + +Row 5: + assistant_service_id: 2957799364398981 + order_trade_no: 2957798748491653 + order_settle_id: 2957798751063941 + order_pay_id: 0 + order_assistant_id: 2957798749785989 + order_assistant_type: 2 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 0 + tenant_member_id: 2799207519176453 + system_member_id: 2799207518095109 + assistant_no: 7 + nickname: 柚子 + site_assistant_id: 2957798749785989 + user_id: 2946261384137541 + assistant_team_id: 2792011585884037 + person_org_id: 2946261384514373 + assistant_level: 20 + level_name: 中级 + skill_id: 2790683529513798 + skill_name: 附加课 + ledger_unit_price: 190.00 + ledger_amount: 1330.00 + projected_income: 798.00 + coupon_deduct_money: 0.00 + income_seconds: 25200 + real_use_seconds: 0 + add_clock: 0 + create_time: 2025-11-09 21:29:08+08:00 + start_use_time: 2025-11-09 21:28:31+08:00 + last_use_time: 2025-11-09 21:28:31+08:00 + is_delete: 0 + +Row 6: + assistant_service_id: 2957786383437317 + order_trade_no: 2957651697635141 + order_settle_id: 2957786346884805 + order_pay_id: 0 + order_assistant_id: 2957651212029637 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793003806953541 + tenant_member_id: 0 + system_member_id: 0 + assistant_no: 16 + nickname: 周周 + site_assistant_id: 2957651212029637 + user_id: 2920786463868677 + assistant_team_id: 2792011585884037 + person_org_id: 2920786464212741 + assistant_level: 10 + level_name: 初级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 98.00 + ledger_amount: 197.22 + projected_income: 160.00 + coupon_deduct_money: 0.00 + income_seconds: 7200 + real_use_seconds: 7245 + add_clock: 0 + create_time: 2025-11-09 21:15:56+08:00 + start_use_time: 2025-11-09 18:58:25+08:00 + last_use_time: 2025-11-09 20:59:20+08:00 + is_delete: 0 + +Row 7: + assistant_service_id: 2957766039736005 + order_trade_no: 2957633522503173 + order_settle_id: 2957765945708229 + order_pay_id: 0 + order_assistant_id: 2957634005782213 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793017278632069 + tenant_member_id: 2799207406946053 + system_member_id: 2799207405995781 + assistant_no: 15 + nickname: 七七 + site_assistant_id: 2957634005782213 + user_id: 2793493698596997 + assistant_team_id: 2792011585884037 + person_org_id: 2793493698990213 + assistant_level: 20 + level_name: 中级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 108.00 + ledger_amount: 240.51 + projected_income: 199.50 + coupon_deduct_money: 0.00 + income_seconds: 7980 + real_use_seconds: 8017 + add_clock: 0 + create_time: 2025-11-09 20:55:14+08:00 + start_use_time: 2025-11-09 18:40:55+08:00 + last_use_time: 2025-11-09 20:54:32+08:00 + is_delete: 0 + +Row 8: + assistant_service_id: 2957747806555973 + order_trade_no: 2957747050778437 + order_settle_id: 2957747570364229 + order_pay_id: 0 + order_assistant_id: 2957632142364357 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2791964216463493 + tenant_member_id: 2955204541320325 + system_member_id: 2955204540009605 + assistant_no: 18 + nickname: 涛涛 + site_assistant_id: 2957632142364357 + user_id: 2793486361251973 + assistant_team_id: 2792011585884037 + person_org_id: 2793486361612421 + assistant_level: 20 + level_name: 中级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 108.00 + ledger_amount: 206.82 + projected_income: 171.00 + coupon_deduct_money: 0.00 + income_seconds: 6840 + real_use_seconds: 6894 + add_clock: 0 + create_time: 2025-11-09 20:36:41+08:00 + start_use_time: 2025-11-09 18:39:01+08:00 + last_use_time: 2025-11-09 20:33:55+08:00 + is_delete: 0 + +Row 9: + assistant_service_id: 2957675849895621 + order_trade_no: 2957576702300037 + order_settle_id: 2957675763060549 + order_pay_id: 0 + order_assistant_id: 2957580484988421 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793016660660357 + tenant_member_id: 2799207124305669 + system_member_id: 2799207123224325 + assistant_no: 17 + nickname: 奈千 + site_assistant_id: 2957580484988421 + user_id: 2841614135215621 + assistant_team_id: 2792011585884037 + person_org_id: 2841614135608837 + assistant_level: 20 + level_name: 中级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 108.00 + ledger_amount: 180.78 + projected_income: 150.00 + coupon_deduct_money: 0.00 + income_seconds: 6000 + real_use_seconds: 6026 + add_clock: 240 + create_time: 2025-11-09 19:23:29+08:00 + start_use_time: 2025-11-09 17:46:28+08:00 + last_use_time: 2025-11-09 19:22:54+08:00 + is_delete: 0 + +Row 10: + assistant_service_id: 2957620516851397 + order_trade_no: 2957496003612357 + order_settle_id: 2957620447858501 + order_pay_id: 0 + order_assistant_id: 2957498600492549 + order_assistant_type: 1 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793012902285445 + tenant_member_id: 2799207363643141 + system_member_id: 2485293902352645 + assistant_no: 16 + nickname: 周周 + site_assistant_id: 2957498600492549 + user_id: 2920786463868677 + assistant_team_id: 2792011585884037 + person_org_id: 2920786464212741 + assistant_level: 10 + level_name: 初级 + skill_id: 2790683529513797 + skill_name: 基础课 + ledger_unit_price: 98.00 + ledger_amount: 191.67 + projected_income: 156.00 + coupon_deduct_money: 0.00 + income_seconds: 7020 + real_use_seconds: 7041 + add_clock: 0 + create_time: 2025-11-09 18:27:12+08:00 + start_use_time: 2025-11-09 16:23:11+08:00 + last_use_time: 2025-11-09 18:20:32+08:00 + is_delete: 0 + diff --git a/tmp/table_analysis/dwd_assistant_service_log_ex.txt b/tmp/table_analysis/dwd_assistant_service_log_ex.txt new file mode 100644 index 0000000..844e105 --- /dev/null +++ b/tmp/table_analysis/dwd_assistant_service_log_ex.txt @@ -0,0 +1,234 @@ +================================================================================ +Table: billiards_dwd.dwd_assistant_service_log_ex +Primary Key: assistant_service_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +assistant_service_id: bigint | nullable=NO | PK +table_name: character varying(64) | nullable=YES | +assistant_name: character varying(64) | nullable=YES | +ledger_name: character varying(128) | nullable=YES | +ledger_group_name: character varying(128) | nullable=YES | +ledger_count: integer | nullable=YES | +member_discount_amount: numeric(10,2) | nullable=YES | +manual_discount_amount: numeric(10,2) | nullable=YES | +service_money: numeric(10,2) | nullable=YES | +returns_clock: integer | nullable=YES | +ledger_start_time: timestamp with time zone | nullable=YES | +ledger_end_time: timestamp with time zone | nullable=YES | +ledger_status: integer | nullable=YES | +is_confirm: integer | nullable=YES | +is_single_order: integer | nullable=YES | +is_not_responding: integer | nullable=YES | +is_trash: integer | nullable=YES | +trash_applicant_id: bigint | nullable=YES | +trash_applicant_name: character varying(64) | nullable=YES | +trash_reason: character varying(255) | nullable=YES | +salesman_user_id: bigint | nullable=YES | +salesman_name: character varying(64) | nullable=YES | +salesman_org_id: bigint | nullable=YES | +skill_grade: integer | nullable=YES | +service_grade: integer | nullable=YES | +composite_grade: numeric(5,2) | nullable=YES | +sum_grade: numeric(10,2) | nullable=YES | +get_grade_times: integer | nullable=YES | +grade_status: integer | nullable=YES | +composite_grade_time: timestamp with time zone | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +assistant_service_id: + Total: 5003, Non-null: 5003, Distinct: 5003 + Top values: + 3032992041225285: 1 + 2807763140514565: 1 + 2813495350102213: 1 + 2970598340873413: 1 + 2886802749753733: 1 + 2997570454391301: 1 + 2945303654697029: 1 + 3051266277197509: 1 + 3045664751453957: 1 + 2945022155688069: 1 + 2800772218849349: 1 + 3063091679972997: 1 + 3001775585283077: 1 + 2820758378661957: 1 + 2807425539770053: 1 + +table_name: + Total: 5003, Non-null: 4501, Distinct: 73 + Top values: + 888: 347 + TV: 278 + VIP5: 241 + 666: 218 + C1: 208 + VIP1: 189 + S1: 186 + Ｍ1: 163 + A1: 136 + M4: 116 + 发财: 113 + VIP3: 105 + M3: 98 + 董事办: 89 + M8: 82 + +assistant_name: + Total: 5003, Non-null: 5003, Distinct: 61 + Top values: + 陈嘉怡: 437 + 张永英: 323 + 邹绮: 319 + 胡敏: 298 + 谭璇: 296 + 廖白洁: 265 + 李小燕: 264 + 陈淑涛: 249 + 许雨嘉: 215 + 王红苏: 205 + 张庆: 184 + 周佳怡: 169 + 梁坚锖: 160 + 张芳梅: 159 + 李艳: 142 + +ledger_name: + Total: 5003, Non-null: 5003, Distinct: 63 + Top values: + 2-佳怡: 437 + 23-婉婉: 323 + 15-七七: 319 + 9-球球: 298 + 4-璇子: 296 + 6-乔西: 265 + 1-小燕: 264 + 18-涛涛: 249 + 52-小柔: 215 + 20-苏苏: 205 + 8-小敌: 184 + 16-周周: 169 + 37-阿清: 160 + 11-千千: 159 + 21-年糕: 142 + +ledger_group_name: + Total: 5003, Non-null: 0, Distinct: 0 + Top values: + +ledger_count: + Total: 5003, Non-null: 5003, Distinct: 3713 + Top values: + 3600: 219 + 7200: 151 + 10800: 139 + 0: 79 + 14400: 78 + 18000: 15 + 3594: 10 + 7195: 9 + 21600: 8 + 7194: 8 + 7193: 8 + 7190: 8 + 3603: 7 + 36000: 7 + 3601: 7 + +returns_clock: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +ledger_status: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 5003 + +is_confirm: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 5003 + +is_single_order: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 5003 + +is_not_responding: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +is_trash: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +trash_applicant_id: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +trash_applicant_name: + Total: 5003, Non-null: 0, Distinct: 0 + Top values: + +trash_reason: + Total: 5003, Non-null: 0, Distinct: 0 + Top values: + +salesman_user_id: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +salesman_name: + Total: 5003, Non-null: 0, Distinct: 0 + Top values: + +salesman_org_id: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +skill_grade: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +service_grade: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +get_grade_times: + Total: 5003, Non-null: 5003, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 5003 + +grade_status: + Total: 5003, Non-null: 5003, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 4787 + 0: 216 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +No sample data available. diff --git a/tmp/table_analysis/dwd_assistant_trash_event.txt b/tmp/table_analysis/dwd_assistant_trash_event.txt new file mode 100644 index 0000000..a31bb16 --- /dev/null +++ b/tmp/table_analysis/dwd_assistant_trash_event.txt @@ -0,0 +1,307 @@ +================================================================================ +Table: billiards_dwd.dwd_assistant_trash_event +Primary Key: assistant_trash_event_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +assistant_trash_event_id: bigint | nullable=NO | PK +site_id: bigint | nullable=YES +table_id: bigint | nullable=YES +table_area_id: bigint | nullable=YES +assistant_no: character varying(32) | nullable=YES +assistant_name: character varying(64) | nullable=YES +charge_minutes_raw: integer | nullable=YES +abolish_amount: numeric(18,2) | nullable=YES +trash_reason: character varying(255) | nullable=YES +create_time: timestamp with time zone | nullable=YES + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +assistant_trash_event_id: + Total: 98, Non-null: 98, Distinct: 98 + Top values: + 3043026785240965: 1 + 3003160811246469: 1 + 3003233571771077: 1 + 2997598724524613: 1 + 2969416950123717: 1 + 2975809439713221: 1 + 3061771962043973: 1 + 2991820437967429: 1 + 3041480270497669: 1 + 3042622933256072: 1 + 2889961229945221: 1 + 3061771963567685: 1 + 3041480269170565: 1 + 3022560812795909: 1 + 3061771962486341: 1 + +site_id: + Total: 98, Non-null: 98, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 98 + +table_id: + Total: 98, Non-null: 98, Distinct: 35 + Top values: + 2793022145302597: 14 + 2956248279567557: 8 + 2793016660660357: 7 + 2942056832061125: 6 + 2793002673295493: 4 + 2851642357976581: 4 + 3004536233839429: 4 + 2793017278582917: 3 + 2793020259897413: 3 + 2802282095561797: 3 + 2793017278632069: 3 + 2791964216463493: 3 + 2956247996190021: 3 + 2793023960551493: 3 + 2793023960600645: 3 + +table_area_id: + Total: 98, Non-null: 98, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2791963816579205: 16 + 2791963855982661: 14 + 2791963794329671: 11 + 2956246442462533: 8 + 2791963887030341: 7 + 2791963807682693: 7 + 2802006170324037: 7 + 2791963825803397: 6 + 2942056024575749: 6 + 3004534627601285: 4 + 2791963836207173: 4 + 2956246429994309: 3 + 2791963848527941: 3 + 2791963864273029: 2 + +assistant_no: + Total: 98, Non-null: 98, Distinct: 22 + Top values: + 七七: 15 + 乔西: 10 + 球球: 8 + 璇子: 8 + 千千: 6 + 小侯: 6 + 佳怡: 5 + 婉婉: 5 + 阿清: 5 + 涛涛: 5 + 周周: 4 + Amy: 4 + 年糕: 3 + QQ: 2 + 瑶瑶: 2 + +assistant_name: + Total: 98, Non-null: 98, Distinct: 22 + Top values: + 七七: 15 + 乔西: 10 + 球球: 8 + 璇子: 8 + 千千: 6 + 小侯: 6 + 佳怡: 5 + 婉婉: 5 + 阿清: 5 + 涛涛: 5 + 周周: 4 + Amy: 4 + 年糕: 3 + QQ: 2 + 瑶瑶: 2 + +charge_minutes_raw: + Total: 98, Non-null: 98, Distinct: 50 + Top values: + 0: 36 + 3600: 7 + 10800: 5 + 6807: 2 + 652: 2 + 654: 2 + 28187: 1 + 12326: 1 + 3602: 1 + 10605: 1 + 12330: 1 + 214: 1 + 222: 1 + 14400: 1 + 13581: 1 + +abolish_amount: + Total: 98, Non-null: 98, Distinct: 50 + Top values: + 0.00: 36 + 190.00: 7 + 570.00: 5 + 19.56: 2 + 19.62: 2 + 260.94: 2 + 19.40: 1 + 56.18: 1 + 108.06: 1 + 5.83: 1 + 330.32: 1 + 234.63: 1 + 490.44: 1 + 25.71: 1 + 254.36: 1 + +trash_reason: + Total: 98, Non-null: 0, Distinct: 0 + Top values: + +create_time: + Total: 98, Non-null: 98, Distinct: 73 + Top values: + 2026-01-22 08:15:32+08:00: 4 + 2025-12-10 19:57:33+08:00: 3 + 2025-10-01 00:27:29+08:00: 3 + 2026-01-16 22:13:16+08:00: 3 + 2026-01-08 01:16:57+08:00: 3 + 2026-01-08 00:13:45+08:00: 3 + 2025-12-31 01:34:05+08:00: 3 + 2026-01-08 20:30:10+08:00: 3 + 2025-11-28 01:18:25+08:00: 2 + 2026-01-11 06:26:53+08:00: 2 + 2025-12-31 01:30:38+08:00: 2 + 2025-12-30 23:20:31+08:00: 2 + 2025-12-30 23:00:18+08:00: 2 + 2025-11-06 17:42:09+08:00: 2 + 2025-12-10 19:56:42+08:00: 2 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['assistant_trash_event_id', 'site_id', 'table_id', 'table_area_id', 'assistant_no', 'assistant_name', 'charge_minutes_raw', 'abolish_amount', 'trash_reason', 'create_time'] + +Row 1: + assistant_trash_event_id: 2957675849518789 + site_id: 2790685415443269 + table_id: 2793016660660357 + table_area_id: 2791963816579205 + assistant_no: 泡芙 + assistant_name: 泡芙 + charge_minutes_raw: 214 + abolish_amount: 5.83 + trash_reason: NULL + create_time: 2025-11-09 19:23:29+08:00 + +Row 2: + assistant_trash_event_id: 2953329501898373 + site_id: 2790685415443269 + table_id: 2851642357976581 + table_area_id: 2802006170324037 + assistant_no: 婉婉 + assistant_name: 婉婉 + charge_minutes_raw: 10800 + abolish_amount: 570.00 + trash_reason: NULL + create_time: 2025-11-06 17:42:09+08:00 + +Row 3: + assistant_trash_event_id: 2953329502357125 + site_id: 2790685415443269 + table_id: 2851642357976581 + table_area_id: 2802006170324037 + assistant_no: 小柔 + assistant_name: 小柔 + charge_minutes_raw: 10800 + abolish_amount: 570.00 + trash_reason: NULL + create_time: 2025-11-06 17:42:09+08:00 + +Row 4: + assistant_trash_event_id: 2942452375932869 + site_id: 2790685415443269 + table_id: 2793018776604805 + table_area_id: 2791963825803397 + assistant_no: 佳怡 + assistant_name: 佳怡 + charge_minutes_raw: 0 + abolish_amount: 0.00 + trash_reason: NULL + create_time: 2025-10-30 01:17:22+08:00 + +Row 5: + assistant_trash_event_id: 2941371032964997 + site_id: 2790685415443269 + table_id: 2793021451292741 + table_area_id: 2791963848527941 + assistant_no: 璇子 + assistant_name: 璇子 + charge_minutes_raw: 0 + abolish_amount: 0.00 + trash_reason: NULL + create_time: 2025-10-29 06:57:22+08:00 + +Row 6: + assistant_trash_event_id: 2939676194180229 + site_id: 2790685415443269 + table_id: 2793023960551493 + table_area_id: 2791963887030341 + assistant_no: 佳怡 + assistant_name: 佳怡 + charge_minutes_raw: 3602 + abolish_amount: 108.06 + trash_reason: NULL + create_time: 2025-10-28 02:13:18+08:00 + +Row 7: + assistant_trash_event_id: 2937959143262725 + site_id: 2790685415443269 + table_id: 2793022145302597 + table_area_id: 2791963855982661 + assistant_no: 周周 + assistant_name: 周周 + charge_minutes_raw: 0 + abolish_amount: 0.00 + trash_reason: NULL + create_time: 2025-10-26 21:06:37+08:00 + +Row 8: + assistant_trash_event_id: 2936572806285765 + site_id: 2790685415443269 + table_id: 2793017278451845 + table_area_id: 2791963816579205 + assistant_no: 璇子 + assistant_name: 璇子 + charge_minutes_raw: 0 + abolish_amount: 0.00 + trash_reason: NULL + create_time: 2025-10-25 21:36:22+08:00 + +Row 9: + assistant_trash_event_id: 2933593641256581 + site_id: 2790685415443269 + table_id: 2793012902318213 + table_area_id: 2791963807682693 + assistant_no: 周周 + assistant_name: 周周 + charge_minutes_raw: 3600 + abolish_amount: 190.00 + trash_reason: NULL + create_time: 2025-10-23 19:05:48+08:00 + +Row 10: + assistant_trash_event_id: 2926594431305093 + site_id: 2790685415443269 + table_id: 2793001904918661 + table_area_id: 2791963794329671 + assistant_no: 七七 + assistant_name: 七七 + charge_minutes_raw: 2379 + abolish_amount: 71.37 + trash_reason: NULL + create_time: 2025-10-18 20:25:50+08:00 + diff --git a/tmp/table_analysis/dwd_assistant_trash_event_ex.txt b/tmp/table_analysis/dwd_assistant_trash_event_ex.txt new file mode 100644 index 0000000..2a71e9f --- /dev/null +++ b/tmp/table_analysis/dwd_assistant_trash_event_ex.txt @@ -0,0 +1,125 @@ +================================================================================ +Table: billiards_dwd.dwd_assistant_trash_event_ex +Primary Key: assistant_trash_event_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +assistant_trash_event_id: bigint | nullable=NO | PK +table_name: character varying(64) | nullable=YES +table_area_name: character varying(64) | nullable=YES + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +assistant_trash_event_id: + Total: 98, Non-null: 98, Distinct: 98 + Top values: + 3043026785240965: 1 + 3003160811246469: 1 + 3003233571771077: 1 + 2997598724524613: 1 + 2969416950123717: 1 + 2975809439713221: 1 + 3061771962043973: 1 + 2991820437967429: 1 + 3041480270497669: 1 + 3042622933256072: 1 + 2889961229945221: 1 + 3061771963567685: 1 + 3041480269170565: 1 + 3022560812795909: 1 + 3061771962486341: 1 + +table_name: + Total: 98, Non-null: 98, Distinct: 35 + Top values: + 888: 14 + 发财: 8 + C1: 7 + M7: 6 + 补时长5: 4 + A6: 4 + 纯k: 4 + M8: 3 + 补时长4: 3 + C5: 3 + Ｍ1: 3 + A1: 3 + S1: 3 + M2: 3 + C6: 3 + +table_area_name: + Total: 98, Non-null: 98, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + C区: 16 + K包: 14 + A区: 11 + 发财: 8 + B区: 7 + 麻将房: 7 + 补时长: 7 + VIP包厢: 6 + M7: 6 + 幸会158: 4 + 斯诺克区: 4 + 666: 3 + M8: 3 + TV台: 2 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['assistant_trash_event_id', 'table_name', 'table_area_name'] + +Row 1: + assistant_trash_event_id: 2957675849518789 + table_name: C1 + table_area_name: C区 + +Row 2: + assistant_trash_event_id: 2953329501898373 + table_name: 补时长5 + table_area_name: 补时长 + +Row 3: + assistant_trash_event_id: 2953329502357125 + table_name: 补时长5 + table_area_name: 补时长 + +Row 4: + assistant_trash_event_id: 2942452375932869 + table_name: VIP1 + table_area_name: VIP包厢 + +Row 5: + assistant_trash_event_id: 2941371032964997 + table_name: 董事办 + table_area_name: 666 + +Row 6: + assistant_trash_event_id: 2939676194180229 + table_name: Ｍ1 + table_area_name: 麻将房 + +Row 7: + assistant_trash_event_id: 2937959143262725 + table_name: 888 + table_area_name: K包 + +Row 8: + assistant_trash_event_id: 2936572806285765 + table_name: C2 + table_area_name: C区 + +Row 9: + assistant_trash_event_id: 2933593641256581 + table_name: B9 + table_area_name: B区 + +Row 10: + assistant_trash_event_id: 2926594431305093 + table_name: A4 + table_area_name: A区 + diff --git a/tmp/table_analysis/dwd_groupbuy_redemption.txt b/tmp/table_analysis/dwd_groupbuy_redemption.txt new file mode 100644 index 0000000..9995eb9 --- /dev/null +++ b/tmp/table_analysis/dwd_groupbuy_redemption.txt @@ -0,0 +1,641 @@ +================================================================================ +Table: billiards_dwd.dwd_groupbuy_redemption +Primary Key: redemption_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +redemption_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES +site_id: bigint | nullable=YES +table_id: bigint | nullable=YES +tenant_table_area_id: bigint | nullable=YES +table_charge_seconds: integer | nullable=YES +order_trade_no: bigint | nullable=YES +order_settle_id: bigint | nullable=YES +order_coupon_id: bigint | nullable=YES +coupon_origin_id: bigint | nullable=YES +promotion_activity_id: bigint | nullable=YES +promotion_coupon_id: bigint | nullable=YES +order_coupon_channel: integer | nullable=YES +ledger_unit_price: numeric(18,2) | nullable=YES +ledger_count: integer | nullable=YES +ledger_amount: numeric(18,2) | nullable=YES +coupon_money: numeric(18,2) | nullable=YES +promotion_seconds: integer | nullable=YES +coupon_code: character varying(64) | nullable=YES +is_single_order: integer | nullable=YES +is_delete: integer | nullable=YES +ledger_name: character varying(128) | nullable=YES +create_time: timestamp with time zone | nullable=YES + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +redemption_id: + Total: 11420, Non-null: 11420, Distinct: 11420 + Top values: + 3060923562348165: 1 + 3004203161768837: 1 + 2966205249259270: 1 + 3034076747647815: 1 + 2997306276497925: 1 + 2998948566665797: 1 + 2903712823250309: 1 + 2888149018757637: 1 + 2925240126375365: 1 + 2901239667805573: 1 + 2991754480784069: 1 + 2898184055064965: 1 + 2906800959817093: 1 + 2911052387272325: 1 + 2947957977992837: 1 + +tenant_id: + Total: 11420, Non-null: 11420, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 11420 + +site_id: + Total: 11420, Non-null: 11420, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 11420 + +table_id: + Total: 11420, Non-null: 11420, Distinct: 52 + Top values: + 2793001695301765: 891 + 2793001904918661: 858 + 2793002509209733: 834 + 2793002808987781: 774 + 2793002896494725: 643 + 2792521437958213: 641 + 2791964216463493: 592 + 2793002980429893: 581 + 2793003066429509: 518 + 2793003159474245: 459 + 2793003243294789: 379 + 2793003705192517: 363 + 2793003420504133: 330 + 2793003506815045: 325 + 2793003618340933: 311 + +tenant_table_area_id: + Total: 11420, Non-null: 11420, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2791960001957765: 9290 + 2791960521691013: 1008 + 2791961347968901: 963 + 2791962314215301: 132 + 2791961060364165: 25 + 2791961709907845: 2 + +table_charge_seconds: + Total: 11420, Non-null: 11420, Distinct: 935 + Top values: + 3600: 4926 + 7200: 3596 + 10800: 905 + 14400: 448 + 18000: 122 + 21600: 35 + 25200: 21 + 0: 11 + 28800: 10 + 32400: 9 + 14246: 5 + 18002: 5 + 3557: 5 + 28865: 5 + 36000: 5 + +order_trade_no: + Total: 11420, Non-null: 11420, Distinct: 9002 + Top values: + 2896640137529669: 9 + 3046483289245381: 7 + 2960404365889029: 7 + 2950549388167621: 7 + 2933518896580293: 7 + 2995425896140997: 6 + 2988736415615685: 6 + 3010113035667909: 6 + 3022503741327173: 6 + 3056668774319877: 5 + 2966058297542533: 5 + 2988471343811269: 5 + 2936126717970117: 5 + 3013944585375557: 5 + 3017165091014085: 5 + +order_settle_id: + Total: 11420, Non-null: 11420, Distinct: 8981 + Top values: + 2897184250857861: 9 + 2950983888079045: 7 + 2960853912375109: 7 + 2933947273873157: 7 + 3046994822776709: 7 + 3022877752821829: 6 + 3010469241112517: 6 + 2995784954073221: 6 + 2989106861920837: 6 + 2885718987327941: 5 + 2991705178491525: 5 + 2966382754825989: 5 + 3058288453257029: 5 + 2936430866647557: 5 + 3014255988690693: 5 + +order_coupon_id: + Total: 11420, Non-null: 11420, Distinct: 11420 + Top values: + 2912050662049157: 1 + 3035686494063685: 1 + 3007213085870213: 1 + 3045351598294725: 1 + 2977135838496837: 1 + 3003122635117509: 1 + 2935091669730949: 1 + 3055345093101445: 1 + 2940535472083013: 1 + 2946368690440261: 1 + 3051209736849094: 1 + 3058304733234949: 1 + 2936602125863493: 1 + 2967729593779909: 1 + 3060624546892741: 1 + +coupon_origin_id: + Total: 11420, Non-null: 11420, Distinct: 11419 + Top values: + 2976096723503173: 2 + 3035686494063685: 1 + 2935091669730949: 1 + 3045351598294725: 1 + 2977135838496837: 1 + 3003122635117509: 1 + 3007213085870213: 1 + 3055345093101445: 1 + 2940535472083013: 1 + 2946368690440261: 1 + 3051209736849094: 1 + 3058304733234949: 1 + 2936602125863493: 1 + 2967729593779909: 1 + 2912050662049157: 1 + +promotion_activity_id: + Total: 11420, Non-null: 11420, Distinct: 11419 + Top values: + 2976096722765893: 2 + 2914104143595141: 1 + 2988640011946693: 1 + 2957680199012165: 1 + 2951880870397701: 1 + 2884109377441222: 1 + 2985826257373893: 1 + 2980165642814917: 1 + 3065139402591045: 1 + 2938048205195653: 1 + 2884046761627013: 1 + 2997289465924101: 1 + 2988527644363462: 1 + 3049847933978309: 1 + 3031136843485061: 1 + +promotion_coupon_id: + Total: 11420, Non-null: 11420, Distinct: 26 + Top values: + 2798727423528005: 4761 + 2798723640069125: 1517 + 3030872476945477: 819 + 2798729978514501: 707 + 3031000036133445: 655 + 2798728823213061: 541 + 2798732571167749: 537 + 2939215004469573: 398 + 2861343275830405: 319 + 2798898826300485: 251 + 3030874716834757: 236 + 3030874133269445: 148 + 2798901295615045: 105 + 2798713926290437: 101 + 3030025905916997: 100 + +order_coupon_channel: + Total: 11420, Non-null: 11420, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 10661 + 2: 759 + +ledger_unit_price: + Total: 11420, Non-null: 11420, Distinct: 15 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 29.90: 5146 + 12.12: 1161 + 11.11: 1112 + 39.90: 1066 + 69.90: 949 + 59.90: 875 + 20.26: 434 + 19.90: 403 + 128.00: 157 + 9.90: 54 + 198.00: 37 + 35.90: 22 + 888.00: 2 + 208.00: 1 + 0.00: 1 + +ledger_count: + Total: 11420, Non-null: 11420, Distinct: 755 + Top values: + 3600: 8708 + 7200: 1719 + 14400: 92 + 0: 17 + 3547: 4 + 3578: 4 + 3569: 4 + 3549: 4 + 3557: 4 + 3552: 4 + 3560: 3 + 3523: 3 + 7171: 3 + 7189: 3 + 3561: 3 + +ledger_amount: + Total: 11420, Non-null: 11420, Distinct: 795 + Top values: + 48.00: 7823 + 96.00: 839 + 68.00: 598 + 116.00: 570 + 136.00: 291 + 58.00: 288 + 192.00: 90 + 196.00: 19 + 0.00: 17 + 47.29: 4 + 47.32: 4 + 47.36: 3 + 47.71: 3 + 47.65: 3 + 37.23: 3 + +coupon_money: + Total: 11420, Non-null: 11420, Distinct: 10 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 48.00: 8309 + 116.00: 945 + 96.00: 942 + 68.00: 637 + 58.00: 319 + 288.00: 170 + 136.00: 70 + 188.00: 25 + 1988.00: 2 + 0.00: 1 + +promotion_seconds: + Total: 11420, Non-null: 11420, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 3600: 9265 + 7200: 2020 + 14400: 134 + 7170: 1 + +coupon_code: + Total: 11420, Non-null: 11420, Distinct: 11419 + Top values: + 0104650682611: 2 + 0108803395642: 1 + 0103552306766: 1 + 0103882790506: 1 + 0100774310045: 1 + 0101455615217: 1 + 0108077486830: 1 + 0104101546148: 1 + 0102677108573: 1 + 107173816222306: 1 + 0101804079843: 1 + 0110289923764: 1 + 0106001230440: 1 + 0102758206460: 1 + 0104662112988: 1 + +is_single_order: + Total: 11420, Non-null: 11420, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 11406 + 0: 14 + +is_delete: + Total: 11420, Non-null: 11420, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 11420 + +ledger_name: + Total: 11420, Non-null: 11420, Distinct: 17 + Top values: + 全天A区中八一小时: 5580 + 中八A区新人特惠一小时: 1517 + 全天A区中八两小时: 943 + 全天B区中八两小时: 689 + 新人特惠一小时: 655 + 全天斯诺克一小时: 637 + 早场特惠一小时: 398 + 斯诺克两小时: 326 + B区桌球一小时: 319 + 新人特惠A区中八一小时: 105 + 麻将 、掼蛋包厢四小时: 101 + 午夜场9.9: 54 + 助理教练竞技教学两小时: 38 + 麻将包厢4小时: 30 + 中八、斯诺克包厢两小时: 25 + +create_time: + Total: 11420, Non-null: 11420, Distinct: 8981 + Top values: + 2025-09-28 01:48:18+08:00: 9 + 2025-11-05 01:56:06+08:00: 7 + 2025-11-12 01:16:25+08:00: 7 + 2026-01-11 21:43:36+08:00: 7 + 2025-10-24 01:05:44+08:00: 7 + 2025-12-06 17:30:06+08:00: 6 + 2025-12-25 20:50:35+08:00: 6 + 2025-12-02 00:16:48+08:00: 6 + 2025-12-17 02:28:04+08:00: 6 + 2025-12-21 05:20:22+08:00: 5 + 2026-01-19 03:56:00+08:00: 5 + 2025-12-01 18:54:35+08:00: 5 + 2025-10-24 17:02:13+08:00: 5 + 2026-01-02 21:40:01+08:00: 5 + 2025-11-15 02:08:14+08:00: 5 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['redemption_id', 'tenant_id', 'site_id', 'table_id', 'tenant_table_area_id', 'table_charge_seconds', 'order_trade_no', 'order_settle_id', 'order_coupon_id', 'coupon_origin_id', 'promotion_activity_id', 'promotion_coupon_id', 'order_coupon_channel', 'ledger_unit_price', 'ledger_count', 'ledger_amount', 'coupon_money', 'promotion_seconds', 'coupon_code', 'is_single_order', 'is_delete', 'ledger_name', 'create_time'] + +Row 1: + redemption_id: 2957924029615941 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793003705192517 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 3600 + order_trade_no: 2957858167230149 + order_settle_id: 2957922914357125 + order_coupon_id: 2957858168229573 + coupon_origin_id: 2957858168229573 + promotion_activity_id: 2957858166460101 + promotion_coupon_id: 2798727423528005 + order_coupon_channel: 1 + ledger_unit_price: 29.90 + ledger_count: 3600 + ledger_amount: 48.00 + coupon_money: 48.00 + promotion_seconds: 3600 + coupon_code: 0107892475999 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八一小时 + create_time: 2025-11-09 23:35:57+08:00 + +Row 2: + redemption_id: 2957922693500805 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793001904918661 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 7200 + order_trade_no: 2957804588781445 + order_settle_id: 2957922677673797 + order_coupon_id: 2957804589698949 + coupon_origin_id: 2957804589698949 + promotion_activity_id: 2957804587388805 + promotion_coupon_id: 2798729978514501 + order_coupon_channel: 1 + ledger_unit_price: 59.90 + ledger_count: 7200 + ledger_amount: 96.00 + coupon_money: 96.00 + promotion_seconds: 7200 + coupon_code: 0103324135385 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八两小时 + create_time: 2025-11-09 23:34:36+08:00 + +Row 3: + redemption_id: 2957920279957381 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793002808987781 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 6429 + order_trade_no: 2957814644494149 + order_settle_id: 2957920006540997 + order_coupon_id: 2957814645362501 + coupon_origin_id: 2957814645362501 + promotion_activity_id: 2957814643822405 + promotion_coupon_id: 2798729978514501 + order_coupon_channel: 1 + ledger_unit_price: 59.90 + ledger_count: 6429 + ledger_amount: 85.72 + coupon_money: 96.00 + promotion_seconds: 7200 + coupon_code: 0103602658831 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八两小时 + create_time: 2025-11-09 23:32:08+08:00 + +Row 4: + redemption_id: 2957913927110469 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793002980429893 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 3600 + order_trade_no: 2957852541275653 + order_settle_id: 2957913909300741 + order_coupon_id: 2957852542144005 + coupon_origin_id: 2957852542144005 + promotion_activity_id: 2957852540358149 + promotion_coupon_id: 2798727423528005 + order_coupon_channel: 1 + ledger_unit_price: 29.90 + ledger_count: 3600 + ledger_amount: 48.00 + coupon_money: 48.00 + promotion_seconds: 3600 + coupon_code: 0107327197070 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八一小时 + create_time: 2025-11-09 23:25:41+08:00 + +Row 5: + redemption_id: 2957909372718789 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793002896494725 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 3600 + order_trade_no: 2957850075041477 + order_settle_id: 2957909354516357 + order_coupon_id: 2957850075942597 + coupon_origin_id: 2957850075942597 + promotion_activity_id: 2957850074205893 + promotion_coupon_id: 2798727423528005 + order_coupon_channel: 1 + ledger_unit_price: 29.90 + ledger_count: 3600 + ledger_amount: 48.00 + coupon_money: 48.00 + promotion_seconds: 3600 + coupon_code: 0109020831527 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八一小时 + create_time: 2025-11-09 23:21:03+08:00 + +Row 6: + redemption_id: 2957902860046150 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793012902154373 + tenant_table_area_id: 2791960521691013 + table_charge_seconds: 10247 + order_trade_no: 2957733026106885 + order_settle_id: 2957900926045701 + order_coupon_id: 2957826792869573 + coupon_origin_id: 2957826792869573 + promotion_activity_id: 2957826792689349 + promotion_coupon_id: 2861343275830405 + order_coupon_channel: 1 + ledger_unit_price: 39.90 + ledger_count: 3047 + ledger_amount: 49.09 + coupon_money: 58.00 + promotion_seconds: 3600 + coupon_code: 0102043579343 + is_single_order: 1 + is_delete: 0 + ledger_name: B区桌球一小时 + create_time: 2025-11-09 23:14:25+08:00 + +Row 7: + redemption_id: 2957902860046149 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793012902154373 + tenant_table_area_id: 2791960521691013 + table_charge_seconds: 10247 + order_trade_no: 2957733026106885 + order_settle_id: 2957900926045701 + order_coupon_id: 2957733027155461 + coupon_origin_id: 2957733027155461 + promotion_activity_id: 2957733025467909 + promotion_coupon_id: 2798728823213061 + order_coupon_channel: 1 + ledger_unit_price: 69.90 + ledger_count: 7200 + ledger_amount: 116.00 + coupon_money: 116.00 + promotion_seconds: 7200 + coupon_code: 0102010287543 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天B区中八两小时 + create_time: 2025-11-09 23:14:25+08:00 + +Row 8: + redemption_id: 2957882052710277 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793003159474245 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 7200 + order_trade_no: 2957759254155141 + order_settle_id: 2957881991597573 + order_coupon_id: 2957759255072645 + coupon_origin_id: 2957759255072645 + promotion_activity_id: 2957759253532549 + promotion_coupon_id: 2798729978514501 + order_coupon_channel: 1 + ledger_unit_price: 59.90 + ledger_count: 7200 + ledger_amount: 96.00 + coupon_money: 96.00 + promotion_seconds: 7200 + coupon_code: 0108997331623 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八两小时 + create_time: 2025-11-09 22:53:15+08:00 + +Row 9: + redemption_id: 2957874957717381 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793003243294789 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 3600 + order_trade_no: 2957815796518725 + order_settle_id: 2957874940858245 + order_coupon_id: 2957815797436229 + coupon_origin_id: 2957815797436229 + promotion_activity_id: 2957815795896133 + promotion_coupon_id: 2798727423528005 + order_coupon_channel: 1 + ledger_unit_price: 29.90 + ledger_count: 3600 + ledger_amount: 48.00 + coupon_money: 48.00 + promotion_seconds: 3600 + coupon_code: 0102662046069 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八一小时 + create_time: 2025-11-09 22:46:02+08:00 + +Row 10: + redemption_id: 2957871647575749 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793001695301765 + tenant_table_area_id: 2791960001957765 + table_charge_seconds: 3600 + order_trade_no: 2957812436111237 + order_settle_id: 2957871630880261 + order_coupon_id: 2957812439093125 + coupon_origin_id: 2957812439093125 + promotion_activity_id: 2957812435259269 + promotion_coupon_id: 2798727423528005 + order_coupon_channel: 1 + ledger_unit_price: 29.90 + ledger_count: 3600 + ledger_amount: 48.00 + coupon_money: 48.00 + promotion_seconds: 3600 + coupon_code: 0108620441250 + is_single_order: 1 + is_delete: 0 + ledger_name: 全天A区中八一小时 + create_time: 2025-11-09 22:42:40+08:00 + diff --git a/tmp/table_analysis/dwd_groupbuy_redemption_ex.txt b/tmp/table_analysis/dwd_groupbuy_redemption_ex.txt new file mode 100644 index 0000000..a307756 --- /dev/null +++ b/tmp/table_analysis/dwd_groupbuy_redemption_ex.txt @@ -0,0 +1,437 @@ +================================================================================ +Table: billiards_dwd.dwd_groupbuy_redemption_ex +Primary Key: redemption_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +redemption_id: bigint | nullable=NO | PK +site_name: character varying(64) | nullable=YES +table_name: character varying(64) | nullable=YES +table_area_name: character varying(64) | nullable=YES +order_pay_id: bigint | nullable=YES +goods_option_price: numeric(18,2) | nullable=YES +goods_promotion_money: numeric(18,2) | nullable=YES +table_service_promotion_money: numeric(18,2) | nullable=YES +assistant_promotion_money: numeric(18,2) | nullable=YES +assistant_service_promotion_money: numeric(18,2) | nullable=YES +reward_promotion_money: numeric(18,2) | nullable=YES +recharge_promotion_money: numeric(18,2) | nullable=YES +offer_type: integer | nullable=YES +ledger_status: integer | nullable=YES +operator_id: bigint | nullable=YES +operator_name: character varying(64) | nullable=YES +salesman_user_id: bigint | nullable=YES +salesman_name: character varying(64) | nullable=YES +salesman_role_id: bigint | nullable=YES +salesman_org_id: bigint | nullable=YES +ledger_group_name: character varying(128) | nullable=YES + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +redemption_id: + Total: 11427, Non-null: 11427, Distinct: 11427 + Top values: + 3060923562348165: 1 + 3004203161768837: 1 + 2966205249259270: 1 + 3034076747647815: 1 + 2997306276497925: 1 + 2998948566665797: 1 + 2903712823250309: 1 + 2888149018757637: 1 + 2925240126375365: 1 + 2901239667805573: 1 + 2991754480784069: 1 + 2898184055064965: 1 + 2906800959817093: 1 + 2911052387272325: 1 + 2947957977992837: 1 + +site_name: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 11427 + +table_name: + Total: 11427, Non-null: 11427, Distinct: 52 + Top values: + A3: 892 + A4: 858 + A5: 835 + A7: 774 + A8: 643 + A2: 642 + A1: 593 + A9: 583 + A10: 518 + A11: 459 + A12: 379 + A17: 363 + A14: 330 + A15: 325 + A16: 311 + +table_area_name: + Total: 11427, Non-null: 11427, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + A区: 9294 + B区: 998 + 斯诺克区: 962 + 麻将房: 137 + VIP包厢: 21 + K包: 8 + C区: 5 + 补时长: 1 + M7: 1 + +order_pay_id: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 11427 + +goods_option_price: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0.00: 11427 + +goods_promotion_money: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0.00: 11427 + +table_service_promotion_money: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0.00: 11427 + +assistant_promotion_money: + Total: 11427, Non-null: 11427, Distinct: 26 + Top values: + 0.00: 11389 + 196.00: 6 + 195.89: 3 + 195.84: 3 + 195.73: 2 + 195.67: 2 + 216.00: 2 + 195.86: 2 + 195.46: 1 + 188.24: 1 + 213.48: 1 + 215.70: 1 + 195.81: 1 + 191.13: 1 + 213.47: 1 + +assistant_service_promotion_money: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0.00: 11427 + +reward_promotion_money: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0.00: 11427 + +recharge_promotion_money: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0.00: 11427 + +offer_type: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 11427 + +ledger_status: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 11427 + +operator_id: + Total: 11427, Non-null: 11427, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 11426 + 2801909606452165: 1 + +operator_name: + Total: 11427, Non-null: 11427, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 11426 + 收银员:郑丽珍: 1 + +salesman_user_id: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 11427 + +salesman_name: + Total: 11427, Non-null: 0, Distinct: 0 + Top values: + +salesman_role_id: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 11427 + +salesman_org_id: + Total: 11427, Non-null: 11427, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 11427 + +ledger_group_name: + Total: 11427, Non-null: 0, Distinct: 0 + Top values: + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['redemption_id', 'site_name', 'table_name', 'table_area_name', 'order_pay_id', 'goods_option_price', 'goods_promotion_money', 'table_service_promotion_money', 'assistant_promotion_money', 'assistant_service_promotion_money', 'reward_promotion_money', 'recharge_promotion_money', 'offer_type', 'ledger_status', 'operator_id', 'operator_name', 'salesman_user_id', 'salesman_name', 'salesman_role_id', 'salesman_org_id', 'ledger_group_name'] + +Row 1: + redemption_id: 2957924029615941 + site_name: 朗朗桌球 + table_name: A17 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 2: + redemption_id: 2957922693500805 + site_name: 朗朗桌球 + table_name: A4 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 3: + redemption_id: 2957920279957381 + site_name: 朗朗桌球 + table_name: A7 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 4: + redemption_id: 2957913927110469 + site_name: 朗朗桌球 + table_name: A9 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 5: + redemption_id: 2957909372718789 + site_name: 朗朗桌球 + table_name: A8 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 6: + redemption_id: 2957902860046150 + site_name: 朗朗桌球 + table_name: B5 + table_area_name: B区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 7: + redemption_id: 2957902860046149 + site_name: 朗朗桌球 + table_name: B5 + table_area_name: B区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 8: + redemption_id: 2957882052710277 + site_name: 朗朗桌球 + table_name: A11 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 9: + redemption_id: 2957874957717381 + site_name: 朗朗桌球 + table_name: A12 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + +Row 10: + redemption_id: 2957871647575749 + site_name: 朗朗桌球 + table_name: A3 + table_area_name: A区 + order_pay_id: 0 + goods_option_price: 0.00 + goods_promotion_money: 0.00 + table_service_promotion_money: 0.00 + assistant_promotion_money: 0.00 + assistant_service_promotion_money: 0.00 + reward_promotion_money: 0.00 + recharge_promotion_money: 0.00 + offer_type: 1 + ledger_status: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + ledger_group_name: NULL + diff --git a/tmp/table_analysis/dwd_member_balance_change.txt b/tmp/table_analysis/dwd_member_balance_change.txt new file mode 100644 index 0000000..04150e9 --- /dev/null +++ b/tmp/table_analysis/dwd_member_balance_change.txt @@ -0,0 +1,432 @@ +================================================================================ +Table: billiards_dwd.dwd_member_balance_change +Primary Key: balance_change_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +balance_change_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +register_site_id: bigint | nullable=YES | +tenant_member_id: bigint | nullable=YES | +system_member_id: bigint | nullable=YES | +tenant_member_card_id: bigint | nullable=YES | +card_type_id: bigint | nullable=YES | +card_type_name: character varying(32) | nullable=YES | +member_name: character varying(64) | nullable=YES | +member_mobile: character varying(20) | nullable=YES | +balance_before: numeric(18,2) | nullable=YES | +change_amount: numeric(18,2) | nullable=YES | +balance_after: numeric(18,2) | nullable=YES | +from_type: integer | nullable=YES | +payment_method: integer | nullable=YES | +change_time: timestamp with time zone | nullable=YES | +is_delete: integer | nullable=YES | +remark: character varying(255) | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +balance_change_id: + Total: 4745, Non-null: 4745, Distinct: 4745 + Top values: + 2803564669930693: 1 + 2903462915460485: 1 + 2830174531963973: 1 + 2955043181414661: 1 + 3008791754705413: 1 + 2857467495761733: 1 + 2939340594416005: 1 + 2951010696136837: 1 + 3030232907139141: 1 + 2802394731760837: 1 + 2813556454443461: 1 + 2806436244653957: 1 + 3058422348711749: 1 + 3057603406514501: 1 + 2973479954155397: 1 + +tenant_id: + Total: 4745, Non-null: 4745, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 4745 + +site_id: + Total: 4745, Non-null: 4745, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 4720 + 0: 25 + +register_site_id: + Total: 4745, Non-null: 4745, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 4745 + +tenant_member_id: + Total: 4745, Non-null: 4745, Distinct: 256 + Top values: + 2799207522600709: 379 + 2799207359858437: 325 + 2799207363643141: 310 + 2799207124305669: 228 + 2799207406946053: 197 + 2799207519176453: 156 + 2820625955784965: 147 + 2799209806071557: 125 + 2799212491392773: 122 + 2799212845565701: 121 + 2799207290996485: 98 + 2969257129938053: 94 + 2799212430657285: 83 + 2846153189592005: 82 + 2799207370163973: 65 + +system_member_id: + Total: 4745, Non-null: 4745, Distinct: 240 + Top values: + 2799207521568517: 379 + 2799207358777093: 325 + 2485293902352645: 310 + 2799207123224325: 228 + 2799207405995781: 197 + 2799207518095109: 156 + 2820625954179333: 147 + 2799209804416773: 125 + 2799212490426117: 122 + 2799212844549893: 121 + 2799207289947909: 98 + 2644610908900421: 94 + 2799212429444869: 83 + 2846153188363205: 82 + 2799207369180933: 65 + +tenant_member_card_id: + Total: 4745, Non-null: 4745, Distinct: 457 + Top values: + 2799218552833797: 222 + 2799217444914949: 199 + 2799216572794629: 185 + 2799215988246277: 157 + 2807890878272261: 121 + 2799217048848133: 105 + 2820628725778629: 99 + 2799219999295237: 94 + 2800824360437893: 93 + 2799217231906565: 93 + 2799218773034757: 80 + 2799219205424901: 73 + 2815108067970885: 71 + 2846153189837765: 67 + 2807912860717893: 61 + +card_type_id: + Total: 4745, Non-null: 4745, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2793249295533893: 2825 + 2793266846533445: 1275 + 2791990152417157: 482 + 2794699703437125: 149 + 2793306611533637: 7 + 2791987095408517: 7 + +card_type_name: + Total: 4745, Non-null: 4745, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 储值卡: 2825 + 活动抵用券: 1275 + 台费卡: 482 + 酒水卡: 149 + 年卡: 7 + 月卡: 7 + +member_name: + Total: 4745, Non-null: 4745, Distinct: 194 + Top values: + 轩哥: 379 + 罗先生: 343 + 葛先生: 310 + 陈腾鑫: 228 + 张先生: 207 + 黄先生: 174 + 夏: 156 + 陈先生: 155 + 江先生: 147 + 陈德韩: 125 + 蔡总: 122 + 曾丹烨: 121 + 小燕: 94 + 李先生: 74 + 林先生: 73 + +member_mobile: + Total: 4745, Non-null: 4745, Distinct: 255 + Top values: + 18826267530: 379 + 13924036996: 325 + 13811638071: 310 + 17817318218: 228 + 13902258852: 197 + 19120942851: 156 + 18819484838: 147 + 13431017864: 125 + 15914338893: 122 + 13922213242: 121 + 15915782829: 98 + 17802081334: 94 + 13570163507: 83 + 15818822109: 82 + 18819262164: 65 + +from_type: + Total: 4745, Non-null: 4745, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 3613 + 4: 491 + 3: 413 + 9: 153 + 2: 66 + 7: 9 + +payment_method: + Total: 4745, Non-null: 4745, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 3841 + 3: 491 + 4: 408 + 2: 5 + +is_delete: + Total: 4745, Non-null: 4745, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 4745 + +remark: + Total: 4745, Non-null: 105, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 注销会员: 96 + 充值退款: 9 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['balance_change_id', 'tenant_id', 'site_id', 'register_site_id', 'tenant_member_id', 'system_member_id', 'tenant_member_card_id', 'card_type_id', 'card_type_name', 'member_name', 'member_mobile', 'balance_before', 'change_amount', 'balance_after', 'from_type', 'payment_method', 'change_time', 'is_delete', 'remark'] + +Row 1: + balance_change_id: 2957881605869253 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799212845565701 + system_member_id: 2799212844549893 + tenant_member_card_id: 2799219999295237 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 曾丹烨 + member_mobile: 13922213242 + balance_before: 816.30 + change_amount: -120.00 + balance_after: 696.30 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 22:52:48+08:00 + is_delete: 0 + remark: NULL + +Row 2: + balance_change_id: 2957821969387205 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207363643141 + system_member_id: 2485293902352645 + tenant_member_card_id: 2799216572794629 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 葛先生 + member_mobile: 13811638071 + balance_before: 6745.27 + change_amount: -144.00 + balance_after: 6601.27 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 21:52:08+08:00 + is_delete: 0 + remark: NULL + +Row 3: + balance_change_id: 2957814218313541 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207124305669 + system_member_id: 2799207123224325 + tenant_member_card_id: 2799215988246277 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 陈腾鑫 + member_mobile: 17817318218 + balance_before: 293.20 + change_amount: -114.61 + balance_after: 178.59 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 21:44:15+08:00 + is_delete: 0 + remark: NULL + +Row 4: + balance_change_id: 2957799362285445 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207519176453 + system_member_id: 2799207518095109 + tenant_member_card_id: 2799217048848133 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 夏 + member_mobile: 19120942851 + balance_before: 1194.00 + change_amount: -1194.00 + balance_after: 0.00 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 21:29:08+08:00 + is_delete: 0 + remark: NULL + +Row 5: + balance_change_id: 2957788164099589 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207522600709 + system_member_id: 2799207521568517 + tenant_member_card_id: 2799217060235013 + card_type_id: 2794699703437125 + card_type_name: 酒水卡 + member_name: 轩哥 + member_mobile: 18826267530 + balance_before: 532.00 + change_amount: -41.00 + balance_after: 491.00 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 21:17:45+08:00 + is_delete: 0 + remark: NULL + +Row 6: + balance_change_id: 2957785618632197 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207356434181 + system_member_id: 2799207355336453 + tenant_member_card_id: 2799216538830597 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 吴生 + member_mobile: 13600453341 + balance_before: 2077.99 + change_amount: -199.10 + balance_after: 1878.89 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 21:15:09+08:00 + is_delete: 0 + remark: NULL + +Row 7: + balance_change_id: 2957766036278981 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207406946053 + system_member_id: 2799207405995781 + tenant_member_card_id: 2799217231906565 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 张先生 + member_mobile: 13902258852 + balance_before: 813.21 + change_amount: -240.51 + balance_after: 572.70 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 20:55:14+08:00 + is_delete: 0 + remark: NULL + +Row 8: + balance_change_id: 2957747803377477 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2955204541320325 + system_member_id: 2955204540009605 + tenant_member_card_id: 2955204541615237 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 胡先生 + member_mobile: 18620043391 + balance_before: 225.64 + change_amount: -206.82 + balance_after: 18.82 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 20:36:41+08:00 + is_delete: 0 + remark: NULL + +Row 9: + balance_change_id: 2957675844718277 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207124305669 + system_member_id: 2799207123224325 + tenant_member_card_id: 2799215988246277 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 陈腾鑫 + member_mobile: 17817318218 + balance_before: 481.98 + change_amount: -188.78 + balance_after: 293.20 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 19:23:29+08:00 + is_delete: 0 + remark: NULL + +Row 10: + balance_change_id: 2957620513558213 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + register_site_id: 2790685415443269 + tenant_member_id: 2799207363643141 + system_member_id: 2485293902352645 + tenant_member_card_id: 2799216572794629 + card_type_id: 2793249295533893 + card_type_name: 储值卡 + member_name: 葛先生 + member_mobile: 13811638071 + balance_before: 6968.94 + change_amount: -223.67 + balance_after: 6745.27 + from_type: 1 + payment_method: 0 + change_time: 2025-11-09 18:27:12+08:00 + is_delete: 0 + remark: NULL + diff --git a/tmp/table_analysis/dwd_member_balance_change_ex.txt b/tmp/table_analysis/dwd_member_balance_change_ex.txt new file mode 100644 index 0000000..69b470d --- /dev/null +++ b/tmp/table_analysis/dwd_member_balance_change_ex.txt @@ -0,0 +1,152 @@ +================================================================================ +Table: billiards_dwd.dwd_member_balance_change_ex +Primary Key: balance_change_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +balance_change_id: bigint | nullable=NO | PK +pay_site_name: character varying(64) | nullable=YES | +register_site_name: character varying(64) | nullable=YES | +refund_amount: numeric(18,2) | nullable=YES | +operator_id: bigint | nullable=YES | +operator_name: character varying(64) | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +balance_change_id: + Total: 4745, Non-null: 4745, Distinct: 4745 + Top values: + 2803564669930693: 1 + 2903462915460485: 1 + 2830174531963973: 1 + 2955043181414661: 1 + 3008791754705413: 1 + 2857467495761733: 1 + 2939340594416005: 1 + 2951010696136837: 1 + 3030232907139141: 1 + 2802394731760837: 1 + 2813556454443461: 1 + 2806436244653957: 1 + 3058422348711749: 1 + 3057603406514501: 1 + 2973479954155397: 1 + +pay_site_name: + Total: 4745, Non-null: 4720, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 4720 + +register_site_name: + Total: 4745, Non-null: 4745, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 4745 + +operator_id: + Total: 4745, Non-null: 4745, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 4477 + 2790687633313029: 124 + 2800459869441029: 115 + 2800457030093701: 29 + +operator_name: + Total: 4745, Non-null: 4745, Distinct: 6 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 4101 + 店长:郑丽珊: 223 + 管理员：郑丽珊: 153 + 店长:蒋雨轩: 124 + 店长:谢晓洪: 115 + 店长:黄月柳: 29 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['balance_change_id', 'pay_site_name', 'register_site_name', 'refund_amount', 'operator_id', 'operator_name'] + +Row 1: + balance_change_id: 2957881605869253 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 2: + balance_change_id: 2957821969387205 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 3: + balance_change_id: 2957814218313541 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 4: + balance_change_id: 2957799362285445 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 5: + balance_change_id: 2957788164099589 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 6: + balance_change_id: 2957785618632197 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 7: + balance_change_id: 2957766036278981 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 8: + balance_change_id: 2957747803377477 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 9: + balance_change_id: 2957675844718277 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 10: + balance_change_id: 2957620513558213 + pay_site_name: 朗朗桌球 + register_site_name: 朗朗桌球 + refund_amount: 0.00 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + diff --git a/tmp/table_analysis/dwd_payment.txt b/tmp/table_analysis/dwd_payment.txt new file mode 100644 index 0000000..1eb5bf5 --- /dev/null +++ b/tmp/table_analysis/dwd_payment.txt @@ -0,0 +1,229 @@ +================================================================================ +Table: billiards_dwd.dwd_payment +Primary Key: payment_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +payment_id: bigint | nullable=NO | PK +site_id: bigint | nullable=YES | +relate_type: integer | nullable=YES | +relate_id: bigint | nullable=YES | +pay_amount: numeric(18,2) | nullable=YES | +pay_status: integer | nullable=YES | +payment_method: integer | nullable=YES | +online_pay_channel: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +pay_time: timestamp with time zone | nullable=YES | +pay_date: date | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +payment_id: + Total: 22949, Non-null: 22949, Distinct: 22949 + Top values: + 2991645684585157: 1 + 2885436211284421: 1 + 2936530661706117: 1 + 3002712859069189: 1 + 2896551799310789: 1 + 2974431657399173: 1 + 2823002361743429: 1 + 2812161588742661: 1 + 2825060442868997: 1 + 3050851949479813: 1 + 2973341597272325: 1 + 2910659174630981: 1 + 2817727182556869: 1 + 3020075928569349: 1 + 2858331107903237: 1 + +site_id: + Total: 22949, Non-null: 22949, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 22949 + +relate_type: + Total: 22949, Non-null: 22949, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 22468 + 5: 422 + 1: 48 + 6: 11 + +relate_id: + Total: 22949, Non-null: 22949, Distinct: 22947 + Top values: + 2834080770102021: 2 + 2948246513454661: 2 + 2800957557606597: 1 + 2976413737093189: 1 + 2903740456422597: 1 + 3016989267592773: 1 + 3021547742021445: 1 + 2927680632849861: 1 + 2993181992014533: 1 + 2947505138716229: 1 + 2992745472101061: 1 + 2993477589912261: 1 + 2997829514791365: 1 + 2854193189832517: 1 + 2998670603291013: 1 + +pay_status: + Total: 22949, Non-null: 22949, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 22949 + +payment_method: + Total: 22949, Non-null: 22949, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 14397 + 4: 8551 + 1: 1 + +online_pay_channel: + Total: 22949, Non-null: 22949, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 22949 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['payment_id', 'site_id', 'relate_type', 'relate_id', 'pay_amount', 'pay_status', 'payment_method', 'online_pay_channel', 'create_time', 'pay_time', 'pay_date'] + +Row 1: + payment_id: 2957924026486597 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957922914357125 + pay_amount: 10.00 + pay_status: 2 + payment_method: 4 + online_pay_channel: 0 + create_time: 2025-11-09 23:35:57+08:00 + pay_time: 2025-11-09 23:35:57+08:00 + pay_date: 2025-11-09 + +Row 2: + payment_id: 2957922690600837 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957922677673797 + pay_amount: 0.00 + pay_status: 2 + payment_method: 2 + online_pay_channel: 0 + create_time: 2025-11-09 23:34:36+08:00 + pay_time: 2025-11-09 23:34:36+08:00 + pay_date: 2025-11-09 + +Row 3: + payment_id: 2957921519341061 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957921502088901 + pay_amount: 0.00 + pay_status: 2 + payment_method: 2 + online_pay_channel: 0 + create_time: 2025-11-09 23:33:24+08:00 + pay_time: 2025-11-09 23:33:24+08:00 + pay_date: 2025-11-09 + +Row 4: + payment_id: 2957920276959109 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957920006540997 + pay_amount: 10.00 + pay_status: 2 + payment_method: 4 + online_pay_channel: 0 + create_time: 2025-11-09 23:32:08+08:00 + pay_time: 2025-11-09 23:32:08+08:00 + pay_date: 2025-11-09 + +Row 5: + payment_id: 2957913923997509 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957913909300741 + pay_amount: 0.00 + pay_status: 2 + payment_method: 2 + online_pay_channel: 0 + create_time: 2025-11-09 23:25:41+08:00 + pay_time: 2025-11-09 23:25:41+08:00 + pay_date: 2025-11-09 + +Row 6: + payment_id: 2957913438015365 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957913171693253 + pay_amount: 215.00 + pay_status: 2 + payment_method: 4 + online_pay_channel: 0 + create_time: 2025-11-09 23:25:11+08:00 + pay_time: 2025-11-09 23:25:11+08:00 + pay_date: 2025-11-09 + +Row 7: + payment_id: 2957911880486597 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957911858859909 + pay_amount: 6.00 + pay_status: 2 + payment_method: 4 + online_pay_channel: 0 + create_time: 2025-11-09 23:23:36+08:00 + pay_time: 2025-11-09 23:23:36+08:00 + pay_date: 2025-11-09 + +Row 8: + payment_id: 2957909369671365 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957909354516357 + pay_amount: 0.00 + pay_status: 2 + payment_method: 2 + online_pay_channel: 0 + create_time: 2025-11-09 23:21:03+08:00 + pay_time: 2025-11-09 23:21:03+08:00 + pay_date: 2025-11-09 + +Row 9: + payment_id: 2957902855409477 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957900926045701 + pay_amount: 195.00 + pay_status: 2 + payment_method: 4 + online_pay_channel: 0 + create_time: 2025-11-09 23:14:25+08:00 + pay_time: 2025-11-09 23:14:25+08:00 + pay_date: 2025-11-09 + +Row 10: + payment_id: 2957886429597381 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2957886361276293 + pay_amount: 13.00 + pay_status: 2 + payment_method: 4 + online_pay_channel: 0 + create_time: 2025-11-09 22:57:42+08:00 + pay_time: 2025-11-09 22:57:42+08:00 + pay_date: 2025-11-09 + diff --git a/tmp/table_analysis/dwd_platform_coupon_redemption.txt b/tmp/table_analysis/dwd_platform_coupon_redemption.txt new file mode 100644 index 0000000..c3cd0ab --- /dev/null +++ b/tmp/table_analysis/dwd_platform_coupon_redemption.txt @@ -0,0 +1,543 @@ +================================================================================ +Table: billiards_dwd.dwd_platform_coupon_redemption +Primary Key: platform_coupon_redemption_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +platform_coupon_redemption_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES +site_id: bigint | nullable=YES +coupon_code: character varying(64) | nullable=YES +coupon_channel: integer | nullable=YES +coupon_name: character varying(200) | nullable=YES +sale_price: numeric(10,2) | nullable=YES +coupon_money: numeric(10,2) | nullable=YES +coupon_free_time: integer | nullable=YES +channel_deal_id: bigint | nullable=YES +deal_id: bigint | nullable=YES +group_package_id: bigint | nullable=YES +site_order_id: bigint | nullable=YES +table_id: bigint | nullable=YES +certificate_id: character varying(64) | nullable=YES +verify_id: character varying(64) | nullable=YES +use_status: integer | nullable=YES +is_delete: integer | nullable=YES +create_time: timestamp with time zone | nullable=YES +consume_time: timestamp with time zone | nullable=YES + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +platform_coupon_redemption_id: + Total: 16977, Non-null: 16977, Distinct: 16977 + Top values: + 2865395956010949: 1 + 3031136843485061: 1 + 2985826257373893: 1 + 2957680199012165: 1 + 2866729510473605: 1 + 2884109377441222: 1 + 2830529949486213: 1 + 2980165642814917: 1 + 2876868256696133: 1 + 2938048205195653: 1 + 2866760389119877: 1 + 2884046761627013: 1 + 2875704758456005: 1 + 2811893553563845: 1 + 2886961661217093: 1 + +tenant_id: + Total: 16977, Non-null: 16977, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 16977 + +site_id: + Total: 16977, Non-null: 16977, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 16977 + +coupon_code: + Total: 16977, Non-null: 16977, Distinct: 16977 + Top values: + 0104662112988: 1 + 0108077486830: 1 + 7159695107: 1 + 0102677108573: 1 + 0110289923764: 1 + 0106001230440: 1 + 8797955595: 1 + 0107732825096: 1 + 0106374949747: 1 + 0101455527851: 1 + 0103745147309: 1 + 9064393328: 1 + 0103163718512: 1 + 0101475874037: 1 + 0109435599636: 1 + +coupon_channel: + Total: 16977, Non-null: 16977, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 15901 + 2: 1076 + +coupon_name: + Total: 16977, Non-null: 16977, Distinct: 25 + Top values: + 【全天可用】中八桌球一小时（A区）: 7951 + 【全天可用】中八桌球两小时（A区）: 1581 + 【全天可用】中八桌球两小时（B区）: 1156 + 【全天可用】斯诺克一小时: 1025 + 【早场特惠】中八桌球一小时（A区）: 890 + 1小时中八台球|【11月特惠】（A区）: 786 + 1小时中八台球|【12月特惠】（A区）: 512 + 【全天可用】中八桌球一小时（大厅A区）: 437 + 【全天可用】斯诺克两小时（畅打爽打）: 378 + 【双11特惠】中八桌球一小时（A区）: 336 + 【新人特惠】中八桌球一小时（A区）: 305 + 1小时中八台球|【年终特惠】（A区）: 303 + 1小时中八台球|【新年特惠】（A区）: 296 + 【全天可用】B区桌球一小时: 222 + 【全天可用】麻将、掼蛋包厢四小时: 213 + +sale_price: + Total: 16977, Non-null: 16977, Distinct: 15 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 29.90: 7951 + 69.90: 1535 + 59.90: 1515 + 39.90: 1487 + 19.90: 1302 + 12.12: 1173 + 11.11: 1122 + 20.26: 437 + 128.00: 258 + 23.90: 61 + 198.00: 57 + 9.90: 54 + 35.90: 22 + 888.00: 2 + 208.00: 1 + +coupon_money: + Total: 16977, Non-null: 16977, Distinct: 10 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 48.00: 12099 + 96.00: 1581 + 116.00: 1534 + 68.00: 1025 + 58.00: 350 + 288.00: 271 + 136.00: 70 + 188.00: 41 + 196.00: 4 + 1988.00: 2 + +coupon_free_time: + Total: 16977, Non-null: 16977, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 16977 + +channel_deal_id: + Total: 16977, Non-null: 16977, Distinct: 15 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1128411555: 8388 + 1203035334: 2796 + 1130465371: 1581 + 1137872168: 1156 + 1147633733: 1025 + 1814707240811572: 694 + 1370841337: 517 + 1814983609169019: 378 + 1134269810: 213 + 1130443985: 70 + 1173128804: 58 + 1134850618: 54 + 1126976372: 41 + 1812429097416714: 4 + 1137882866: 2 + +deal_id: + Total: 16977, Non-null: 16977, Distinct: 13 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1345108507: 8388 + 1364921087: 2796 + 1346103574: 1581 + 1347938899: 1156 + 0: 1076 + 1350374807: 1025 + 1398374101: 517 + 1347146296: 213 + 1346105245: 70 + 1356069478: 58 + 1347208736: 54 + 1344368192: 41 + 1347948646: 2 + +group_package_id: + Total: 16977, Non-null: 16977, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 16977 + +site_order_id: + Total: 16977, Non-null: 16977, Distinct: 13513 + Top values: + 2896640137529669: 9 + 2882404807067461: 7 + 2960404365889029: 7 + 2933518896580293: 7 + 2950549388167621: 7 + 3046483289245381: 7 + 2988736415615685: 6 + 3005658678970629: 6 + 2995425896140997: 6 + 2876549916315397: 6 + 3010113035667909: 6 + 2835922632345733: 6 + 3022503741327173: 6 + 2879867598424069: 6 + 2932219861944005: 5 + +table_id: + Total: 16977, Non-null: 16977, Distinct: 47 + Top values: + 2793001695301765: 1390 + 2793001904918661: 1305 + 2793002509209733: 1255 + 2793002808987781: 1152 + 2791964216463493: 996 + 2793002896494725: 978 + 2792521437958213: 954 + 2793002980429893: 800 + 2793003066429509: 705 + 2793003159474245: 642 + 2793003705192517: 531 + 2793003243294789: 523 + 2793003420504133: 485 + 2793003618340933: 459 + 2793003506815045: 451 + +certificate_id: + Total: 16977, Non-null: 16977, Distinct: 16192 + Top values: + 4999021073090618688: 4 + 4999021488107986299: 4 + 4999021546698841467: 4 + 5008024888256975412: 3 + 5008024888050581051: 3 + 5008029067000051413: 3 + 5008028956849290560: 3 + 5008024905853799988: 3 + 5008028905479098688: 3 + 4999021504063305980: 3 + 4999021082737232757: 3 + 4999021099899402560: 3 + 4999021580027067644: 3 + 5008029039359167540: 3 + 4999021476451334625: 3 + +verify_id: + Total: 16977, Non-null: 1076, Distinct: 1076 + Top values: + 7561390265727092755: 1 + 7582938012141553698: 1 + 7540287665518741545: 1 + 7559895432191952959: 1 + 7544277604736485402: 1 + 7531308342535260223: 1 + 7576587269093410831: 1 + 7587385436620785716: 1 + 7569129443738863668: 1 + 7533949322728081443: 1 + 7533196499174344719: 1 + 7530595035776469035: 1 + 7584640040509933618: 1 + 7561394819768043547: 1 + 7577671833093244947: 1 + +use_status: + Total: 16977, Non-null: 16977, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 16940 + 2: 37 + +is_delete: + Total: 16977, Non-null: 16977, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 16977 + +create_time: + Total: 16977, Non-null: 16977, Distinct: 16345 + Top values: + 2025-10-03 21:51:46+08:00: 3 + 2025-09-17 15:13:50+08:00: 3 + 2025-09-08 20:52:50+08:00: 3 + 2025-10-01 20:23:41+08:00: 3 + 2025-10-19 22:24:32+08:00: 3 + 2025-09-07 20:24:49+08:00: 3 + 2025-09-04 21:06:06+08:00: 3 + 2025-12-19 15:52:06+08:00: 3 + 2025-11-01 22:37:15+08:00: 3 + 2025-11-26 19:52:18+08:00: 3 + 2025-11-14 22:57:00+08:00: 3 + 2025-10-24 22:27:03+08:00: 3 + 2025-12-02 19:58:58+08:00: 3 + 2025-10-04 22:09:19+08:00: 3 + 2025-11-23 16:09:48+08:00: 3 + +consume_time: + Total: 16977, Non-null: 16977, Distinct: 16345 + Top values: + 2025-09-28 16:15:19+08:00: 3 + 2025-11-23 16:09:48+08:00: 3 + 2025-09-27 21:50:08+08:00: 3 + 2025-10-04 22:09:20+08:00: 3 + 2025-09-04 21:06:07+08:00: 3 + 2025-09-17 15:13:50+08:00: 3 + 2025-09-08 20:52:51+08:00: 3 + 2025-11-01 22:37:15+08:00: 3 + 2025-12-02 19:58:59+08:00: 3 + 2025-11-16 22:25:21+08:00: 3 + 2025-10-19 22:24:32+08:00: 3 + 2025-10-24 22:27:04+08:00: 3 + 2025-09-07 20:24:49+08:00: 3 + 2025-10-23 22:20:54+08:00: 3 + 2025-12-12 14:15:27+08:00: 3 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['platform_coupon_redemption_id', 'tenant_id', 'site_id', 'coupon_code', 'coupon_channel', 'coupon_name', 'sale_price', 'coupon_money', 'coupon_free_time', 'channel_deal_id', 'deal_id', 'group_package_id', 'site_order_id', 'table_id', 'certificate_id', 'verify_id', 'use_status', 'is_delete', 'create_time', 'consume_time'] + +Row 1: + platform_coupon_redemption_id: 2957929042218501 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0102701209726 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957929043037702 + table_id: 2793001904918661 + certificate_id: 5008024789379597447 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:41:03+08:00 + consume_time: 2025-11-09 23:41:04+08:00 + +Row 2: + platform_coupon_redemption_id: 2957927120064005 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0107134856270 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957927120686597 + table_id: 2793002808987781 + certificate_id: 5008024789527869112 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:39:06+08:00 + consume_time: 2025-11-09 23:39:07+08:00 + +Row 3: + platform_coupon_redemption_id: 2957925992500742 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0102503818571 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957925993631237 + table_id: 2793001695301765 + certificate_id: 5008024788830075711 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:37:57+08:00 + consume_time: 2025-11-09 23:37:58+08:00 + +Row 4: + platform_coupon_redemption_id: 2957925992500741 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0102346193371 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957925993631237 + table_id: 2793001695301765 + certificate_id: 5008024788830075711 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:37:57+08:00 + consume_time: 2025-11-09 23:37:58+08:00 + +Row 5: + platform_coupon_redemption_id: 2957916919909893 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0105699477383 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957738518564549 + table_id: 2793003066429509 + certificate_id: 5008024780690096954 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:28:43+08:00 + consume_time: 2025-11-09 23:28:44+08:00 + +Row 6: + platform_coupon_redemption_id: 2957861876944773 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0102463607371 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球两小时（A区） + sale_price: 59.90 + coupon_money: 96.00 + coupon_free_time: 0 + channel_deal_id: 1130465371 + deal_id: 1346103574 + group_package_id: 0 + site_order_id: 2957861497179973 + table_id: 2793003618340933 + certificate_id: 5008024789317884748 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:32:44+08:00 + consume_time: 2025-11-09 22:32:44+08:00 + +Row 7: + platform_coupon_redemption_id: 2957858166460101 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0107892475999 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957858167230149 + table_id: 2793003705192517 + certificate_id: 5008024788917006239 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:28:57+08:00 + consume_time: 2025-11-09 22:28:58+08:00 + +Row 8: + platform_coupon_redemption_id: 2957852540358149 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0107327197070 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957852541275653 + table_id: 2793002980429893 + certificate_id: 5008024788664472487 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:23:14+08:00 + consume_time: 2025-11-09 22:23:15+08:00 + +Row 9: + platform_coupon_redemption_id: 2957850074205893 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0109020831527 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957850075041477 + table_id: 2793002896494725 + certificate_id: 5008024788716285174 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:20:43+08:00 + consume_time: 2025-11-09 22:20:44+08:00 + +Row 10: + platform_coupon_redemption_id: 2957848078339782 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + coupon_code: 0101731837724 + coupon_channel: 1 + coupon_name: 【全天可用】中八桌球一小时（A区） + sale_price: 29.90 + coupon_money: 48.00 + coupon_free_time: 0 + channel_deal_id: 1128411555 + deal_id: 1345108507 + group_package_id: 0 + site_order_id: 2957848079290053 + table_id: 2792521437958213 + certificate_id: 5008024789213453495 + verify_id: NULL + use_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:18:42+08:00 + consume_time: 2025-11-09 22:18:42+08:00 + diff --git a/tmp/table_analysis/dwd_platform_coupon_redemption_ex.txt b/tmp/table_analysis/dwd_platform_coupon_redemption_ex.txt new file mode 100644 index 0000000..6d23909 --- /dev/null +++ b/tmp/table_analysis/dwd_platform_coupon_redemption_ex.txt @@ -0,0 +1,164 @@ +================================================================================ +Table: billiards_dwd.dwd_platform_coupon_redemption_ex +Primary Key: platform_coupon_redemption_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +platform_coupon_redemption_id: bigint | nullable=NO | PK +coupon_cover: character varying(255) | nullable=YES +coupon_remark: character varying(255) | nullable=YES +groupon_type: integer | nullable=YES +operator_id: bigint | nullable=YES +operator_name: character varying(50) | nullable=YES + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +platform_coupon_redemption_id: + Total: 16977, Non-null: 16977, Distinct: 16977 + Top values: + 2865395956010949: 1 + 3031136843485061: 1 + 2985826257373893: 1 + 2957680199012165: 1 + 2866729510473605: 1 + 2884109377441222: 1 + 2830529949486213: 1 + 2980165642814917: 1 + 2876868256696133: 1 + 2938048205195653: 1 + 2866760389119877: 1 + 2884046761627013: 1 + 2875704758456005: 1 + 2811893553563845: 1 + 2886961661217093: 1 + +coupon_cover: + Total: 16977, Non-null: 0, Distinct: 0 + Top values: + +coupon_remark: + Total: 16977, Non-null: 1076, Distinct: 1060 + Top values: + 31fbb9ed-0236-4400-93a2-f7f789eacdd7||CgYIASAHKAESLgosaa1KWKwtqJMLQ3koqYj8WBAWc2r0VHvG11hD+i8OYG1RD4+ZgGPkhauYbXAaAA==,CgYIASAHKAESLgoslahjUW9A9/Xo9ygE32hoIlV3DnxcHDf/GAFzL3Cuy8OuJjseKYIZ9p2GVhcaAA==: 2 + 0bf0c6c9-feac-4ec8-940c-a33a9523a4e7||CgYIASAHKAESLgos4abfngnQk8eLjpgBGf6jLOcXkOhP8TNjAtB1NbH47/nlt3Qt21vtXff/lQ8aAA==,CgYIASAHKAESLgosroRQivXSfCLfMb/j4P+rleb3EKOT762OFop1CqgBEn14kdEoewOghx5WijkaAA==: 2 + 2719b84e-a584-42c9-a93a-cd8870e60b84||CgYIASAHKAESLgosP1cgM0vZzJsIirw7V+Pqw0nKzWeoLqXpHbZK8MZshR0Ys74ozEoUIXgI+RAaAA==,CgYIASAHKAESLgosUPlf9h7FDYfzYifQjRlHxaFq4qWaSx5jzXegIkVOnlcHauXknY2JqnA9Iu8aAA==: 2 + 1fa35700-6f72-4099-9fd3-35321748b578||CgYIASAHKAESLgosC0GbZaL3+2vBqQIwWQUKaQCNK8eUOf6sDuLIzGwdKTCtljWGKMmD4RU2EbwaAA==,CgYIASAHKAESLgosjuzRte2TYdYPeJ18LleTKyB8taEHNV43JObTeFmsAAC/REOXiqiYmbvAi3oaAA==: 2 + e617b8e0-4c02-4795-83dc-f9e0c92d77e5||CgYIASAHKAESLgosjcyRiB6vzNUhcjA68ON/e6ZjsETURPYqudv2X7H8D8EH7c6iDAhhA6kQWkQaAA==,CgYIASAHKAESLgos6XqijF6SaBlksgnWZme8O7EcfcBtzzyTDN4QfqfShvozeeMcyJz46OFvTQEaAA==: 2 + 0625300a-db35-42cf-9342-63acd729027d||CgYIASAHKAESLgosUbZi4/SkLe/N6DmVQv8qqYwieg46VO4rllffD/9QaZzB754oqHmGF4vd278aAA==,CgYIASAHKAESLgosueFVozH1kmvbLCWZxLtDpp1e+I5vf24ECVSK05Ir1NF0l1NGu5Z9HbPl80IaAA==: 2 + edb91233-f298-45bd-8f7c-2a9f73a77d92||CgYIASAHKAESLgoshbAEA+R9u/8Yb3YZD7Xy3+J/gwFcgwyq+cNqp0kZugRCtjKLs+OwPWFUhN4aAA==,CgYIASAHKAESLgosij8LJwyJTGtMECQzX5C2cJ+xxkpFRWlcC7Be0pxtWiAz5zghrL2tkvBj7xIaAA==: 2 + 7673a2f7-490e-489f-9519-3f80fead293c||CgYIASAHKAESLgosn4ybMk8K+YWQoAglRJGkjZZdXo1TjtVIuVJosYrYMRqq8ZE2ll8CYYJuxEYaAA==,CgYIASAHKAESLgosZg3dtv1/AzRxNP3BegIuMPUkBYcZKMgAui5ZMSWQK1OKZfMg+jPpkDQlIKYaAA==: 2 + 9ada05c0-c593-45cd-bcba-a9d0a85bff4c||CgYIASAHKAESLgosILxzvqsxK5EdG87wOx74T0zj6ooBpt0LpKGFoX2lNBT6a50kgLYFfPgRvUYaAA==,CgYIASAHKAESLgosO2TIKj9rstbNpcQ1MO39y/Tk0ldA4hoUj06nA5IQKKZtE1qMh0gJOTqa+ZIaAA==: 2 + ae98f848-0f26-4774-86bf-35c3f841dcef||CgYIASAHKAESLgos/Vo+GqrF1KE0qd4RHPdItKESZHJJ66CkuhD0a9Qh5QV+qtQO6ibhBf/ELBQaAA==,CgYIASAHKAESLgosFRk9cjXwKu+eFLfc5HT4pEg+SNsQcAg4oKa3ECgUFPZIEk+Alcy/5uAbamAaAA==: 2 + cf4916ed-fb32-4a4a-8ccf-d9975e2496b3||CgYIASAHKAESLgosaz+xQy6vHw3+pTnrRQ4EMr03JDMZIgUvuzCcM9YVI1K7dKL4NPLQdRz2tOMaAA==,CgYIASAHKAESLgosrapA8lNL7OqfqPJ0DL1FP8eqX0VbStmM8g5jlAm5OBikWvV0BV5NgSZ/q/gaAA==: 2 + 526c658e-2ae6-44e3-bfc7-abdf03bab528||CgYIASAHKAESLgos5vufm565E2OK5uArPtjW7hV0wVhqSdP69jojA2b9ol+GzjcP2aUgkiV+VFAaAA==,CgYIASAHKAESLgosvF8XW1KzRPLi4YQvKRhBfaGTpam9Obti/3Vh4TfvLQPlnmn5P8Teblb13ysaAA==: 2 + 0929b0f8-8b9d-42db-9aba-00dbc857380d||CgYIASAHKAESLgosl9Ki7h9jWsWp+eDjTlvp4Ler4cIq2VI6U0ofIBCotQXbo10nN0owVU+RQRUaAA==,CgYIASAHKAESLgosLDjzEEPPl4xIo97fRhP/ki3QH3LQ7CEZ2uQ/oOu4386vSJOH+tSBNj85EYwaAA==: 2 + d5508963-6922-4b93-b760-de3b6b1439c8||CgYIASAHKAESLgosqQH0/W7bZWtGVg0767I4PcyyREZOYUGevuoU2bC6medmivtljt2yp6Ub1LwaAA==,CgYIASAHKAESLgosbytF55bAjBMFW4kVJLmFmBOhQv/Z7sc9O7+xqZsBMOwQP8+/bGWJcY9u5owaAA==: 2 + f714511b-88fe-4cca-ace4-5495e64bb232||CgYIASAHKAESLgosm8hOHELfNpUU/naLYa1Mwh0WUAsPsqcY3v15KRCUMxlOZxjMV7dyMdoKUq8aAA==,CgYIASAHKAESLgosseuueCO+s7EyCnQc6gZKUPXRhWTTtXwHEcfOi3yX2fYngfgWJveHv2gSEYUaAA==: 2 + +groupon_type: + Total: 16977, Non-null: 16977, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 16977 + +operator_id: + Total: 16977, Non-null: 16977, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 16976 + 2801909606452165: 1 + +operator_name: + Total: 16977, Non-null: 16977, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 16968 + 店长:郑丽珊: 8 + 收银员:郑丽珍: 1 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['platform_coupon_redemption_id', 'coupon_cover', 'coupon_remark', 'groupon_type', 'operator_id', 'operator_name'] + +Row 1: + platform_coupon_redemption_id: 2957929042218501 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 2: + platform_coupon_redemption_id: 2957927120064005 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 3: + platform_coupon_redemption_id: 2957925992500742 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 4: + platform_coupon_redemption_id: 2957925992500741 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 5: + platform_coupon_redemption_id: 2957916919909893 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 6: + platform_coupon_redemption_id: 2957861876944773 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 7: + platform_coupon_redemption_id: 2957858166460101 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 8: + platform_coupon_redemption_id: 2957852540358149 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 9: + platform_coupon_redemption_id: 2957850074205893 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + +Row 10: + platform_coupon_redemption_id: 2957848078339782 + coupon_cover: NULL + coupon_remark: NULL + groupon_type: 1 + operator_id: 2790687322443013 + operator_name: 收银员:郑丽珊 + diff --git a/tmp/table_analysis/dwd_recharge_order.txt b/tmp/table_analysis/dwd_recharge_order.txt new file mode 100644 index 0000000..50a4872 --- /dev/null +++ b/tmp/table_analysis/dwd_recharge_order.txt @@ -0,0 +1,406 @@ +================================================================================ +Table: billiards_dwd.dwd_recharge_order +Primary Key: recharge_order_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +recharge_order_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +member_id: bigint | nullable=YES | +member_name_snapshot: text | nullable=YES | +member_phone_snapshot: text | nullable=YES | +tenant_member_card_id: bigint | nullable=YES | +member_card_type_name: text | nullable=YES | +settle_relate_id: bigint | nullable=YES | +settle_type: integer | nullable=YES | +settle_name: text | nullable=YES | +is_first: integer | nullable=YES | +pay_amount: numeric(18,2) | nullable=YES | +refund_amount: numeric(18,2) | nullable=YES | +point_amount: numeric(18,2) | nullable=YES | +cash_amount: numeric(18,2) | nullable=YES | +payment_method: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +pay_time: timestamp with time zone | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +recharge_order_id: + Total: 455, Non-null: 455, Distinct: 455 + Top values: + 2820575942133829: 1 + 2854848858425093: 1 + 2913844390610501: 1 + 3005078168471557: 1 + 2839291793787205: 1 + 2995833615503621: 1 + 3005099972970565: 1 + 2952293091821189: 1 + 2954877830662341: 1 + 3038783509171397: 1 + 2843295798890053: 1 + 2827776994954437: 1 + 2805121951074373: 1 + 2955205277092101: 1 + 2815107864956613: 1 + +tenant_id: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 455 + +site_id: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 455 + +member_id: + Total: 455, Non-null: 455, Distinct: 104 + Top values: + 2799207522600709: 54 + 2799207359858437: 28 + 2799212491392773: 25 + 2799207124305669: 24 + 2820625955784965: 21 + 2799209806071557: 15 + 2799207519176453: 13 + 2799207363643141: 13 + 2799207290996485: 13 + 2799207342704389: 12 + 2799207287523077: 11 + 2799207599212293: 10 + 2799207378798341: 10 + 2995832745758917: 9 + 2799212473452293: 8 + +member_name_snapshot: + Total: 455, Non-null: 455, Distinct: 85 + Top values: + 轩哥: 54 + 罗先生: 30 + 蔡总: 25 + 陈腾鑫: 24 + 江先生: 21 + 陈先生: 17 + 陈德韩: 15 + 夏: 13 + 葛先生: 13 + 叶先生: 12 + 周先生: 12 + 黄先生: 11 + 汪先生: 11 + 羊: 10 + 小熊: 10 + +member_phone_snapshot: + Total: 455, Non-null: 455, Distinct: 101 + Top values: + 18826267530: 54 + 13924036996: 28 + 15914338893: 25 + 17817318218: 24 + 18819484838: 21 + 13431017864: 15 + 15915782829: 13 + 13811638071: 13 + 19120942851: 13 + 13826479539: 12 + 13925126339: 11 + 13927020145: 10 + 18785445094: 10 + 19350986822: 9 + 17820474026: 8 + +tenant_member_card_id: + Total: 455, Non-null: 455, Distinct: 104 + Top values: + 2799217444914949: 54 + 2799218552833797: 28 + 2799219205424901: 25 + 2799215988246277: 24 + 2820628725778629: 21 + 2799218773034757: 15 + 2799217048848133: 13 + 2799216397240069: 13 + 2799216572794629: 13 + 2799216610576133: 12 + 2799218289641221: 11 + 2799216615507717: 10 + 2799217260676869: 10 + 2995832746102981: 9 + 2799219182782213: 8 + +member_card_type_name: + Total: 455, Non-null: 455, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 储值卡: 448 + 月卡: 7 + +settle_relate_id: + Total: 455, Non-null: 455, Distinct: 455 + Top values: + 2803661545442885: 1 + 3039944741750533: 1 + 3013266134322949: 1 + 2836326391760965: 1 + 3004683494312005: 1 + 3013579608493701: 1 + 3021353084536901: 1 + 2941311378837445: 1 + 3032781041421445: 1 + 2833327170882757: 1 + 2999105595558405: 1 + 2999136861178245: 1 + 2823523476212869: 1 + 2818227237948997: 1 + 3039974178473861: 1 + +settle_type: + Total: 455, Non-null: 455, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 5: 446 + 7: 9 + +settle_name: + Total: 455, Non-null: 455, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 充值订单: 446 + 充值撤销: 9 + +is_first: + Total: 455, Non-null: 455, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 349 + 1: 106 + +payment_method: + Total: 455, Non-null: 455, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 4: 441 + 1: 9 + 2: 5 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['recharge_order_id', 'tenant_id', 'site_id', 'member_id', 'member_name_snapshot', 'member_phone_snapshot', 'tenant_member_card_id', 'member_card_type_name', 'settle_relate_id', 'settle_type', 'settle_name', 'is_first', 'pay_amount', 'refund_amount', 'point_amount', 'cash_amount', 'payment_method', 'create_time', 'pay_time'] + +Row 1: + recharge_order_id: 2956757480820613 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207159990021 + member_name_snapshot: 邓飛 + member_phone_snapshot: 13600009597 + tenant_member_card_id: 2799216107980549 + member_card_type_name: 储值卡 + settle_relate_id: 2956757480443781 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 1000.00 + refund_amount: 0.00 + point_amount: 1000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-09 03:49:17+08:00 + pay_time: 2025-11-09 03:49:17+08:00 + +Row 2: + recharge_order_id: 2956721495543301 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2955204541320325 + member_name_snapshot: 胡先生 + member_phone_snapshot: 18620043391 + tenant_member_card_id: 2955204541615237 + member_card_type_name: 储值卡 + settle_relate_id: 2956721495166469 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 3000.00 + refund_amount: 0.00 + point_amount: 3000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-09 03:12:40+08:00 + pay_time: 2025-11-09 03:12:41+08:00 + +Row 3: + recharge_order_id: 2956701447835141 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207519176453 + member_name_snapshot: 夏 + member_phone_snapshot: 19120942851 + tenant_member_card_id: 2799217048848133 + member_card_type_name: 储值卡 + settle_relate_id: 2956701447507461 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 3000.00 + refund_amount: 0.00 + point_amount: 3000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-09 02:52:17+08:00 + pay_time: 2025-11-09 02:52:17+08:00 + +Row 4: + recharge_order_id: 2955465501214917 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207522600709 + member_name_snapshot: 轩哥 + member_phone_snapshot: 18826267530 + tenant_member_card_id: 2799217444914949 + member_card_type_name: 储值卡 + settle_relate_id: 2955465500805317 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 5000.00 + refund_amount: 0.00 + point_amount: 5000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-08 05:55:01+08:00 + pay_time: 2025-11-08 05:55:01+08:00 + +Row 5: + recharge_order_id: 2955205277092101 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2955204541320325 + member_name_snapshot: 胡先生 + member_phone_snapshot: 18620043391 + tenant_member_card_id: 2955204541615237 + member_card_type_name: 储值卡 + settle_relate_id: 2955205276682501 + settle_type: 5 + settle_name: 充值订单 + is_first: 1 + pay_amount: 5000.00 + refund_amount: 0.00 + point_amount: 5000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-08 01:30:18+08:00 + pay_time: 2025-11-08 01:30:18+08:00 + +Row 6: + recharge_order_id: 2955202288371845 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207378798341 + member_name_snapshot: 羊 + member_phone_snapshot: 18785445094 + tenant_member_card_id: 2799216615507717 + member_card_type_name: 储值卡 + settle_relate_id: 2955202288175237 + settle_type: 7 + settle_name: 充值撤销 + is_first: 2 + pay_amount: -5000.00 + refund_amount: 0.00 + point_amount: 0.00 + cash_amount: 0.00 + payment_method: 1 + create_time: 2025-11-08 01:27:15+08:00 + pay_time: 2025-11-08 01:27:15+08:00 + +Row 7: + recharge_order_id: 2955171778824325 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207378798341 + member_name_snapshot: 羊 + member_phone_snapshot: 18785445094 + tenant_member_card_id: 2799216615507717 + member_card_type_name: 储值卡 + settle_relate_id: 2955171778627717 + settle_type: 7 + settle_name: 充值撤销 + is_first: 2 + pay_amount: -10000.00 + refund_amount: 0.00 + point_amount: 0.00 + cash_amount: 0.00 + payment_method: 1 + create_time: 2025-11-08 00:56:13+08:00 + pay_time: 2025-11-08 00:56:13+08:00 + +Row 8: + recharge_order_id: 2955153378510917 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207378798341 + member_name_snapshot: 羊 + member_phone_snapshot: 18785445094 + tenant_member_card_id: 2799216615507717 + member_card_type_name: 储值卡 + settle_relate_id: 2955153378117701 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 10000.00 + refund_amount: 10000.00 + point_amount: 10000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-08 00:37:30+08:00 + pay_time: 2025-11-08 00:37:30+08:00 + +Row 9: + recharge_order_id: 2955100358478085 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207124305669 + member_name_snapshot: 陈腾鑫 + member_phone_snapshot: 17817318218 + tenant_member_card_id: 2799215988246277 + member_card_type_name: 储值卡 + settle_relate_id: 2955100358117637 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 1000.00 + refund_amount: 0.00 + point_amount: 1000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-07 23:43:34+08:00 + pay_time: 2025-11-07 23:43:34+08:00 + +Row 10: + recharge_order_id: 2955078217844933 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + member_id: 2799207378798341 + member_name_snapshot: 羊 + member_phone_snapshot: 18785445094 + tenant_member_card_id: 2799216615507717 + member_card_type_name: 储值卡 + settle_relate_id: 2955078217484485 + settle_type: 5 + settle_name: 充值订单 + is_first: 2 + pay_amount: 5000.00 + refund_amount: 5000.00 + point_amount: 5000.00 + cash_amount: 0.00 + payment_method: 4 + create_time: 2025-11-07 23:21:03+08:00 + pay_time: 2025-11-07 23:21:03+08:00 + diff --git a/tmp/table_analysis/dwd_recharge_order_ex.txt b/tmp/table_analysis/dwd_recharge_order_ex.txt new file mode 100644 index 0000000..b109253 --- /dev/null +++ b/tmp/table_analysis/dwd_recharge_order_ex.txt @@ -0,0 +1,166 @@ +================================================================================ +Table: billiards_dwd.dwd_recharge_order_ex +Primary Key: recharge_order_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +recharge_order_id: bigint | nullable=NO | PK +site_name_snapshot: text | nullable=YES | +settle_status: integer | nullable=YES | +is_bind_member: boolean | nullable=YES | +is_activity: boolean | nullable=YES | +is_use_coupon: boolean | nullable=YES | +is_use_discount: boolean | nullable=YES | +can_be_revoked: boolean | nullable=YES | +online_amount: numeric(18,2) | nullable=YES | +balance_amount: numeric(18,2) | nullable=YES | +card_amount: numeric(18,2) | nullable=YES | +coupon_amount: numeric(18,2) | nullable=YES | +recharge_card_amount: numeric(18,2) | nullable=YES | +gift_card_amount: numeric(18,2) | nullable=YES | +prepay_money: numeric(18,2) | nullable=YES | +consume_money: numeric(18,2) | nullable=YES | +goods_money: numeric(18,2) | nullable=YES | +real_goods_money: numeric(18,2) | nullable=YES | +table_charge_money: numeric(18,2) | nullable=YES | +service_money: numeric(18,2) | nullable=YES | +activity_discount: numeric(18,2) | nullable=YES | +all_coupon_discount: numeric(18,2) | nullable=YES | +goods_promotion_money: numeric(18,2) | nullable=YES | +assistant_promotion_money: numeric(18,2) | nullable=YES | +assistant_pd_money: numeric(18,2) | nullable=YES | +assistant_cx_money: numeric(18,2) | nullable=YES | +assistant_manual_discount: numeric(18,2) | nullable=YES | +coupon_sale_amount: numeric(18,2) | nullable=YES | +member_discount_amount: numeric(18,2) | nullable=YES | +point_discount_price: numeric(18,2) | nullable=YES | +point_discount_cost: numeric(18,2) | nullable=YES | +adjust_amount: numeric(18,2) | nullable=YES | +rounding_amount: numeric(18,2) | nullable=YES | +operator_id: bigint | nullable=YES | +operator_name_snapshot: text | nullable=YES | +salesman_user_id: bigint | nullable=YES | +salesman_name: text | nullable=YES | +order_remark: text | nullable=YES | +table_id: integer | nullable=YES | +serial_number: integer | nullable=YES | +revoke_order_id: bigint | nullable=YES | +revoke_order_name: text | nullable=YES | +revoke_time: timestamp with time zone | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +recharge_order_id: + Total: 455, Non-null: 455, Distinct: 455 + Top values: + 2917921298729925: 1 + 2820575942133829: 1 + 3013155050950085: 1 + 2854848858425093: 1 + 2913844390610501: 1 + 2936177402742341: 1 + 3005078168471557: 1 + 3021353085454405: 1 + 2839291793787205: 1 + 2995833615503621: 1 + 3005099972970565: 1 + 2952293091821189: 1 + 3053072921219077: 1 + 2976185479891077: 1 + 2954877830662341: 1 + +site_name_snapshot: + Total: 455, Non-null: 374, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 374 + +settle_status: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 455 + +is_bind_member: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 455 + +is_activity: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 455 + +is_use_coupon: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 455 + +is_use_discount: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 455 + +can_be_revoked: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 455 + +operator_id: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 455 + +operator_name_snapshot: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 455 + +salesman_user_id: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 455 + +salesman_name: + Total: 455, Non-null: 0, Distinct: 0 + Top values: + +order_remark: + Total: 455, Non-null: 0, Distinct: 0 + Top values: + +table_id: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 455 + +serial_number: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 455 + +revoke_order_id: + Total: 455, Non-null: 455, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 455 + +revoke_order_name: + Total: 455, Non-null: 0, Distinct: 0 + Top values: + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +No sample data available. diff --git a/tmp/table_analysis/dwd_refund.txt b/tmp/table_analysis/dwd_refund.txt new file mode 100644 index 0000000..c6dc30e --- /dev/null +++ b/tmp/table_analysis/dwd_refund.txt @@ -0,0 +1,244 @@ +================================================================================ +Table: billiards_dwd.dwd_refund +Primary Key: refund_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +refund_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +relate_type: integer | nullable=YES | +relate_id: bigint | nullable=YES | +pay_amount: numeric(18,2) | nullable=YES | +channel_fee: numeric(18,2) | nullable=YES | +pay_time: timestamp with time zone | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +payment_method: integer | nullable=YES | +member_id: bigint | nullable=YES | +member_card_id: bigint | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +refund_id: + Total: 45, Non-null: 45, Distinct: 45 + Top values: + 2899369734589381: 1 + 2970732399348869: 1 + 2985661358707397: 1 + 2951883030513413: 1 + 3038756832234821: 1 + 2948269239095045: 1 + 2967433935357637: 1 + 3042871700817797: 1 + 2931109065131653: 1 + 2977293299926853: 1 + 2919690732146181: 1 + 3023410603902917: 1 + 2990528572459717: 1 + 3004097305612997: 1 + 3005642933373061: 1 + +tenant_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 45 + +site_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 45 + +relate_type: + Total: 45, Non-null: 45, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 31 + 5: 7 + 1: 7 + +relate_id: + Total: 45, Non-null: 45, Distinct: 44 + Top values: + 2948246513454661: 2 + 2970731884121221: 1 + 2990525684091525: 1 + 2974815237903237: 1 + 2899368952286213: 1 + 3001688743250949: 1 + 3010369794509318: 1 + 3005642658105477: 1 + 2968954827492229: 1 + 2914030720124357: 1 + 3046931113969541: 1 + 2931108522378885: 1 + 3063630706494661: 1 + 2955078219057349: 1 + 3022919500843077: 1 + +payment_method: + Total: 45, Non-null: 45, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 4: 43 + 2: 2 + +member_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +member_card_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['refund_id', 'tenant_id', 'site_id', 'relate_type', 'relate_id', 'pay_amount', 'channel_fee', 'pay_time', 'create_time', 'payment_method', 'member_id', 'member_card_id'] + +Row 1: + refund_id: 2955202296416389 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 5 + relate_id: 2955078219057349 + pay_amount: -5000.00 + channel_fee: 0.00 + pay_time: 2025-11-08 01:27:16+08:00 + create_time: 2025-11-08 01:27:16+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 2: + refund_id: 2955171790194821 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 5 + relate_id: 2955153380001861 + pay_amount: -10000.00 + channel_fee: 0.00 + pay_time: 2025-11-08 00:56:14+08:00 + create_time: 2025-11-08 00:56:14+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 3: + refund_id: 2951883030513413 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2951881496577861 + pay_amount: -12.00 + channel_fee: 0.00 + pay_time: 2025-11-05 17:10:44+08:00 + create_time: 2025-11-05 17:10:44+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 4: + refund_id: 2948959062542597 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2948934289967557 + pay_amount: -65.00 + channel_fee: 0.00 + pay_time: 2025-11-03 15:36:19+08:00 + create_time: 2025-11-03 15:36:19+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 5: + refund_id: 2948630468005509 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2948246513454661 + pay_amount: -88.33 + channel_fee: 0.00 + pay_time: 2025-11-03 10:02:03+08:00 + create_time: 2025-11-03 10:02:03+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 6: + refund_id: 2948269239095045 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2948246513454661 + pay_amount: -0.67 + channel_fee: 0.00 + pay_time: 2025-11-03 03:54:36+08:00 + create_time: 2025-11-03 03:54:36+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 7: + refund_id: 2944743812581445 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 5 + relate_id: 2944743413958789 + pay_amount: -44000.00 + channel_fee: 0.00 + pay_time: 2025-10-31 16:08:21+08:00 + create_time: 2025-10-31 16:08:21+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 8: + refund_id: 2931109065131653 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2931108522378885 + pay_amount: -10.00 + channel_fee: 0.00 + pay_time: 2025-10-22 00:58:22+08:00 + create_time: 2025-10-22 00:58:22+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 9: + refund_id: 2921195994465669 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 2 + relate_id: 2920440691344901 + pay_amount: -2.00 + channel_fee: 0.00 + pay_time: 2025-10-15 00:54:16+08:00 + create_time: 2025-10-15 00:54:16+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + +Row 10: + refund_id: 2919690732146181 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + relate_type: 5 + relate_id: 2919519811440261 + pay_amount: -3000.00 + channel_fee: 0.00 + pay_time: 2025-10-13 23:23:02+08:00 + create_time: 2025-10-13 23:23:02+08:00 + payment_method: 4 + member_id: 0 + member_card_id: 0 + diff --git a/tmp/table_analysis/dwd_refund_ex.txt b/tmp/table_analysis/dwd_refund_ex.txt new file mode 100644 index 0000000..9e4c84e --- /dev/null +++ b/tmp/table_analysis/dwd_refund_ex.txt @@ -0,0 +1,360 @@ +================================================================================ +Table: billiards_dwd.dwd_refund_ex +Primary Key: refund_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +refund_id: bigint | nullable=NO | PK +tenant_name: character varying(64) | nullable=YES | +pay_sn: bigint | nullable=YES | +refund_amount: numeric(18,2) | nullable=YES | +round_amount: numeric(18,2) | nullable=YES | +balance_frozen_amount: numeric(18,2) | nullable=YES | +card_frozen_amount: numeric(18,2) | nullable=YES | +pay_status: integer | nullable=YES | +action_type: integer | nullable=YES | +is_revoke: integer | nullable=YES | +is_delete: integer | nullable=YES | +check_status: integer | nullable=YES | +online_pay_channel: integer | nullable=YES | +online_pay_type: integer | nullable=YES | +pay_terminal: integer | nullable=YES | +pay_config_id: integer | nullable=YES | +cashier_point_id: integer | nullable=YES | +operator_id: bigint | nullable=YES | +channel_payer_id: character varying(128) | nullable=YES | +channel_pay_no: character varying(128) | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +refund_id: + Total: 45, Non-null: 45, Distinct: 45 + Top values: + 2955171790194821: 1 + 3010370563410373: 1 + 2967433935357637: 1 + 3047989151893189: 1 + 3042871700817797: 1 + 2931109065131653: 1 + 2977293299926853: 1 + 2951883030513413: 1 + 2919690732146181: 1 + 3038756832234821: 1 + 2888536816749061: 1 + 3023410603902917: 1 + 2990528572459717: 1 + 3004097305612997: 1 + 2948959062542597: 1 + +tenant_name: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 45 + +pay_sn: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +pay_status: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 45 + +action_type: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 45 + +is_revoke: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +is_delete: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +check_status: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 45 + +online_pay_channel: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +online_pay_type: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +pay_terminal: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 45 + +pay_config_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +cashier_point_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +operator_id: + Total: 45, Non-null: 45, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 45 + +channel_payer_id: + Total: 45, Non-null: 0, Distinct: 0 + Top values: + +channel_pay_no: + Total: 45, Non-null: 0, Distinct: 0 + Top values: + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['refund_id', 'tenant_name', 'pay_sn', 'refund_amount', 'round_amount', 'balance_frozen_amount', 'card_frozen_amount', 'pay_status', 'action_type', 'is_revoke', 'is_delete', 'check_status', 'online_pay_channel', 'online_pay_type', 'pay_terminal', 'pay_config_id', 'cashier_point_id', 'operator_id', 'channel_payer_id', 'channel_pay_no'] + +Row 1: + refund_id: 2955202296416389 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 2: + refund_id: 2955171790194821 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 3: + refund_id: 2951883030513413 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 4: + refund_id: 2948959062542597 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 5: + refund_id: 2948630468005509 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 6: + refund_id: 2948269239095045 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 7: + refund_id: 2944743812581445 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 8: + refund_id: 2931109065131653 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 9: + refund_id: 2921195994465669 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + +Row 10: + refund_id: 2919690732146181 + tenant_name: 朗朗桌球 + pay_sn: 0 + refund_amount: 0.00 + round_amount: 0.00 + balance_frozen_amount: 0.00 + card_frozen_amount: 0.00 + pay_status: 2 + action_type: 2 + is_revoke: 0 + is_delete: 0 + check_status: 1 + online_pay_channel: 0 + online_pay_type: 0 + pay_terminal: 1 + pay_config_id: 0 + cashier_point_id: 0 + operator_id: 0 + channel_payer_id: NULL + channel_pay_no: NULL + diff --git a/tmp/table_analysis/dwd_settlement_head.txt b/tmp/table_analysis/dwd_settlement_head.txt new file mode 100644 index 0000000..7f14f5b --- /dev/null +++ b/tmp/table_analysis/dwd_settlement_head.txt @@ -0,0 +1,569 @@ +================================================================================ +Table: billiards_dwd.dwd_settlement_head +Primary Key: order_settle_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +order_settle_id: bigint | nullable=NO | PK +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +site_name: character varying(100) | nullable=YES | +table_id: bigint | nullable=YES | +settle_name: character varying(100) | nullable=YES | +order_trade_no: bigint | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +pay_time: timestamp with time zone | nullable=YES | +settle_type: integer | nullable=YES | +revoke_order_id: bigint | nullable=YES | +member_id: bigint | nullable=YES | +member_name: character varying(100) | nullable=YES | +member_phone: character varying(50) | nullable=YES | +member_card_account_id: bigint | nullable=YES | +member_card_type_name: character varying(100) | nullable=YES | +is_bind_member: boolean | nullable=YES | +member_discount_amount: numeric(18,2) | nullable=YES | +consume_money: numeric(18,2) | nullable=YES | +table_charge_money: numeric(18,2) | nullable=YES | +goods_money: numeric(18,2) | nullable=YES | +real_goods_money: numeric(18,2) | nullable=YES | +assistant_pd_money: numeric(18,2) | nullable=YES | +assistant_cx_money: numeric(18,2) | nullable=YES | +adjust_amount: numeric(18,2) | nullable=YES | +pay_amount: numeric(18,2) | nullable=YES | +balance_amount: numeric(18,2) | nullable=YES | +recharge_card_amount: numeric(18,2) | nullable=YES | +gift_card_amount: numeric(18,2) | nullable=YES | +coupon_amount: numeric(18,2) | nullable=YES | +rounding_amount: numeric(18,2) | nullable=YES | +point_amount: numeric(18,2) | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +order_settle_id: + Total: 23366, Non-null: 23366, Distinct: 23366 + Top values: + 2800957557606597: 1 + 2976413737093189: 1 + 2999989561657733: 1 + 2813089803389701: 1 + 3016989267592773: 1 + 3021547742021445: 1 + 2993181992014533: 1 + 2947505138716229: 1 + 2992745472101061: 1 + 2854193189832517: 1 + 2993477589912261: 1 + 2997829514791365: 1 + 2870187561552133: 1 + 2998670603291013: 1 + 2927680632849861: 1 + +tenant_id: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 23366 + +site_id: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 23366 + +site_name: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 23366 + +table_id: + Total: 23366, Non-null: 23366, Distinct: 75 + Top values: + 0: 5141 + 2793001695301765: 1075 + 2793001904918661: 1009 + 2793002509209733: 1006 + 2791964216463493: 930 + 2793002808987781: 906 + 2792521437958213: 840 + 2793002896494725: 775 + 2793002980429893: 659 + 2793003066429509: 619 + 2793003159474245: 505 + 2793003705192517: 486 + 2793003243294789: 463 + 2793020259897413: 456 + 2793003420504133: 418 + +settle_name: + Total: 23366, Non-null: 23366, Distinct: 80 + Top values: + 商城订单: 5131 + A区 A3: 1075 + A区 A4: 1009 + A区 A5: 1006 + A区 A1: 930 + A区 A7: 906 + A区 A2: 840 + A区 A8: 775 + A区 A9: 659 + A区 A10: 619 + A区 A11: 505 + A区 A17: 486 + A区 A12: 463 + 斯诺克区 S1: 456 + A区 A14: 418 + +order_trade_no: + Total: 23366, Non-null: 23366, Distinct: 23336 + Top values: + 3027329290242053: 3 + 2976235557292165: 2 + 2994308597600517: 2 + 2974729138770693: 2 + 3015928035247749: 2 + 2865908017401733: 2 + 2933663025792581: 2 + 2984046562511557: 2 + 3064035456208069: 2 + 3065441882573701: 2 + 2997378605779525: 2 + 2980515978873157: 2 + 3056795414873989: 2 + 2807676743111429: 2 + 3015904480560645: 2 + +settle_type: + Total: 23366, Non-null: 23366, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 18225 + 3: 5131 + 7: 9 + 6: 1 + +revoke_order_id: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 23366 + +member_id: + Total: 23366, Non-null: 23366, Distinct: 196 + Top values: + 0: 19344 + 2799207363643141: 261 + 2799207359858437: 250 + 2799207522600709: 231 + 2799207406946053: 175 + 2799207124305669: 149 + 2799207519176453: 138 + 2799207403554565: 131 + 2820625955784965: 119 + 2799212845565701: 108 + 2799207328155397: 104 + 2799209806071557: 102 + 2799207390349061: 87 + 2799212430657285: 82 + 2799207290996485: 82 + +member_name: + Total: 23366, Non-null: 1798, Distinct: 100 + Top values: + 张先生: 111 + 陈先生: 110 + 夏: 102 + 轩哥: 98 + 陈德韩: 93 + 黄先生: 62 + 曾巧明: 58 + 罗先生: 58 + 江先生: 50 + 周先生: 48 + 郭先生: 43 + 汪先生: 41 + 易先生: 40 + 刘先生: 40 + 艾宇民: 39 + +member_phone: + Total: 23366, Non-null: 1798, Distinct: 126 + Top values: + 19120942851: 102 + 13902258852: 99 + 18826267530: 98 + 13431017864: 93 + 15915782829: 77 + 18688471488: 58 + 13924036996: 55 + 18819484838: 50 + 13570163507: 44 + 13825157225: 42 + 13925126339: 41 + 18689418682: 40 + 15062279958: 39 + 19927472465: 39 + 13922213242: 38 + +member_card_account_id: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 23366 + +member_card_type_name: + Total: 23366, Non-null: 0, Distinct: 0 + Top values: + +is_bind_member: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 23366 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['order_settle_id', 'tenant_id', 'site_id', 'site_name', 'table_id', 'settle_name', 'order_trade_no', 'create_time', 'pay_time', 'settle_type', 'revoke_order_id', 'member_id', 'member_name', 'member_phone', 'member_card_account_id', 'member_card_type_name', 'is_bind_member', 'member_discount_amount', 'consume_money', 'table_charge_money', 'goods_money', 'real_goods_money', 'assistant_pd_money', 'assistant_cx_money', 'adjust_amount', 'pay_amount', 'balance_amount', 'recharge_card_amount', 'gift_card_amount', 'coupon_amount', 'rounding_amount', 'point_amount'] + +Row 1: + order_settle_id: 2957922914357125 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793003705192517 + settle_name: A区 A17 + order_trade_no: 2957858167230149 + create_time: 2025-11-09 23:34:49+08:00 + pay_time: 2025-11-09 23:35:57+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 58.00 + table_charge_money: 48.00 + goods_money: 10.00 + real_goods_money: 10.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 10.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 48.00 + rounding_amount: 0.00 + point_amount: 10.00 + +Row 2: + order_settle_id: 2957922677673797 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793001904918661 + settle_name: A区 A4 + order_trade_no: 2957804588781445 + create_time: 2025-11-09 23:34:35+08:00 + pay_time: 2025-11-09 23:34:36+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 96.00 + table_charge_money: 96.00 + goods_money: 0.00 + real_goods_money: 0.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 0.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 96.00 + rounding_amount: 0.00 + point_amount: 0.00 + +Row 3: + order_settle_id: 2957921502088901 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2791964216463493 + settle_name: A区 A1 + order_trade_no: 2957862075436549 + create_time: 2025-11-09 23:33:23+08:00 + pay_time: 2025-11-09 23:33:24+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 48.00 + table_charge_money: 48.00 + goods_money: 0.00 + real_goods_money: 0.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 0.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 0.00 + rounding_amount: 0.00 + point_amount: 0.00 + +Row 4: + order_settle_id: 2957920006540997 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793002808987781 + settle_name: A区 A7 + order_trade_no: 2957814644494149 + create_time: 2025-11-09 23:31:52+08:00 + pay_time: 2025-11-09 23:32:08+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 95.72 + table_charge_money: 85.72 + goods_money: 10.00 + real_goods_money: 10.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 10.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 85.72 + rounding_amount: 0.00 + point_amount: 10.00 + +Row 5: + order_settle_id: 2957913909300741 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793002980429893 + settle_name: A区 A9 + order_trade_no: 2957852541275653 + create_time: 2025-11-09 23:25:40+08:00 + pay_time: 2025-11-09 23:25:41+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 48.00 + table_charge_money: 48.00 + goods_money: 0.00 + real_goods_money: 0.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 0.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 48.00 + rounding_amount: 0.00 + point_amount: 0.00 + +Row 6: + order_settle_id: 2957913171693253 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793020259897413 + settle_name: 斯诺克区 S1 + order_trade_no: 2957784612605829 + create_time: 2025-11-09 23:24:55+08:00 + pay_time: 2025-11-09 23:25:11+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 362.82 + table_charge_money: 148.15 + goods_money: 8.00 + real_goods_money: 8.00 + assistant_pd_money: 206.67 + assistant_cx_money: 0.00 + adjust_amount: 148.15 + pay_amount: 215.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 0.00 + rounding_amount: 0.33 + point_amount: 215.00 + +Row 7: + order_settle_id: 2957911858859909 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 0 + settle_name: 商城订单 + order_trade_no: 2957911856353157 + create_time: 2025-11-09 23:23:34+08:00 + pay_time: 2025-11-09 23:23:36+08:00 + settle_type: 3 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 8.00 + table_charge_money: 0.00 + goods_money: 8.00 + real_goods_money: 6.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 6.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 0.00 + rounding_amount: 0.00 + point_amount: 6.00 + +Row 8: + order_settle_id: 2957909354516357 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793002896494725 + settle_name: A区 A8 + order_trade_no: 2957850075041477 + create_time: 2025-11-09 23:21:02+08:00 + pay_time: 2025-11-09 23:21:03+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 48.00 + table_charge_money: 48.00 + goods_money: 0.00 + real_goods_money: 0.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 0.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 48.00 + rounding_amount: 0.00 + point_amount: 0.00 + +Row 9: + order_settle_id: 2957900926045701 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 2793012902154373 + settle_name: B区 B5 + order_trade_no: 2957733026106885 + create_time: 2025-11-09 23:12:27+08:00 + pay_time: 2025-11-09 23:14:25+08:00 + settle_type: 1 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 360.08 + table_charge_money: 165.09 + goods_money: 0.00 + real_goods_money: 0.00 + assistant_pd_money: 194.99 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 195.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 165.09 + rounding_amount: 0.01 + point_amount: 195.00 + +Row 10: + order_settle_id: 2957886361276293 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_name: 朗朗桌球 + table_id: 0 + settle_name: 商城订单 + order_trade_no: 2957886358310789 + create_time: 2025-11-09 22:57:38+08:00 + pay_time: 2025-11-09 22:57:42+08:00 + settle_type: 3 + revoke_order_id: 0 + member_id: 0 + member_name: NULL + member_phone: NULL + member_card_account_id: 0 + member_card_type_name: NULL + is_bind_member: False + member_discount_amount: 0.00 + consume_money: 19.00 + table_charge_money: 0.00 + goods_money: 19.00 + real_goods_money: 19.00 + assistant_pd_money: 0.00 + assistant_cx_money: 0.00 + adjust_amount: 0.00 + pay_amount: 13.00 + balance_amount: 0.00 + recharge_card_amount: 0.00 + gift_card_amount: 0.00 + coupon_amount: 0.00 + rounding_amount: -6.00 + point_amount: 13.00 + diff --git a/tmp/table_analysis/dwd_settlement_head_ex.txt b/tmp/table_analysis/dwd_settlement_head_ex.txt new file mode 100644 index 0000000..ea9d5fe --- /dev/null +++ b/tmp/table_analysis/dwd_settlement_head_ex.txt @@ -0,0 +1,161 @@ +================================================================================ +Table: billiards_dwd.dwd_settlement_head_ex +Primary Key: order_settle_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +order_settle_id: bigint | nullable=NO | PK +serial_number: integer | nullable=YES | +settle_status: integer | nullable=YES | +can_be_revoked: boolean | nullable=YES | +revoke_order_name: character varying(100) | nullable=YES | +revoke_time: timestamp with time zone | nullable=YES | +is_first_order: boolean | nullable=YES | +service_money: numeric(18,2) | nullable=YES | +cash_amount: numeric(18,2) | nullable=YES | +card_amount: numeric(18,2) | nullable=YES | +online_amount: numeric(18,2) | nullable=YES | +refund_amount: numeric(18,2) | nullable=YES | +prepay_money: numeric(18,2) | nullable=YES | +payment_method: integer | nullable=YES | +coupon_sale_amount: numeric(18,2) | nullable=YES | +all_coupon_discount: numeric(18,2) | nullable=YES | +goods_promotion_money: numeric(18,2) | nullable=YES | +assistant_promotion_money: numeric(18,2) | nullable=YES | +activity_discount: numeric(18,2) | nullable=YES | +assistant_manual_discount: numeric(18,2) | nullable=YES | +point_discount_price: numeric(18,2) | nullable=YES | +point_discount_cost: numeric(18,2) | nullable=YES | +is_use_coupon: boolean | nullable=YES | +is_use_discount: boolean | nullable=YES | +is_activity: boolean | nullable=YES | +operator_name: character varying(100) | nullable=YES | +salesman_name: character varying(100) | nullable=YES | +order_remark: character varying(255) | nullable=YES | +operator_id: bigint | nullable=YES | +salesman_user_id: bigint | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +order_settle_id: + Total: 23366, Non-null: 23366, Distinct: 23366 + Top values: + 2800957557606597: 1 + 2976413737093189: 1 + 2999989561657733: 1 + 2813089803389701: 1 + 3016989267592773: 1 + 3021547742021445: 1 + 2993181992014533: 1 + 2947505138716229: 1 + 2992745472101061: 1 + 2854193189832517: 1 + 2993477589912261: 1 + 2997829514791365: 1 + 2870187561552133: 1 + 2998670603291013: 1 + 2927680632849861: 1 + +serial_number: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 23366 + +settle_status: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 23366 + +can_be_revoked: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 23366 + +revoke_order_name: + Total: 23366, Non-null: 0, Distinct: 0 + Top values: + +is_first_order: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 23366 + +payment_method: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 23366 + +is_use_coupon: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 23366 + +is_use_discount: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 23366 + +is_activity: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + False: 23366 + +operator_name: + Total: 23366, Non-null: 23366, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 23361 + 收银员:郑丽珍: 2 + 教练:周蒙: 2 + 店长:郑丽珊: 1 + +salesman_name: + Total: 23366, Non-null: 0, Distinct: 0 + Top values: + +order_remark: + Total: 23366, Non-null: 154, Distinct: 54 + Top values: + 五折: 42 + 轩哥: 24 + 陈德韩: 7 + 五折已收68: 5 + 已收48: 4 + 已收58: 4 + 晖哥: 4 + 五折 : 3 + 蔡总: 3 + 免台费: 3 + 卡片: 3 + 七折: 2 + 游哥: 2 + 已收96: 2 + 廖总: 2 + +operator_id: + Total: 23366, Non-null: 23366, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 23362 + 2801909606452165: 2 + 2794761849227077: 2 + +salesman_user_id: + Total: 23366, Non-null: 23366, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 23366 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +No sample data available. diff --git a/tmp/table_analysis/dwd_store_goods_sale.txt b/tmp/table_analysis/dwd_store_goods_sale.txt new file mode 100644 index 0000000..ab01bf7 --- /dev/null +++ b/tmp/table_analysis/dwd_store_goods_sale.txt @@ -0,0 +1,536 @@ +================================================================================ +Table: billiards_dwd.dwd_store_goods_sale +Primary Key: store_goods_sale_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +store_goods_sale_id: bigint | nullable=NO | PK +order_trade_no: bigint | nullable=YES | +order_settle_id: bigint | nullable=YES | +order_pay_id: bigint | nullable=YES | +order_goods_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +tenant_id: bigint | nullable=YES | +site_goods_id: bigint | nullable=YES | +tenant_goods_id: bigint | nullable=YES | +tenant_goods_category_id: bigint | nullable=YES | +tenant_goods_business_id: bigint | nullable=YES | +site_table_id: bigint | nullable=YES | +ledger_name: character varying(200) | nullable=YES | +ledger_group_name: character varying(100) | nullable=YES | +ledger_unit_price: numeric(18,2) | nullable=YES | +ledger_count: integer | nullable=YES | +ledger_amount: numeric(18,2) | nullable=YES | +discount_price: numeric(18,2) | nullable=YES | +real_goods_money: numeric(18,2) | nullable=YES | +cost_money: numeric(18,2) | nullable=YES | +ledger_status: integer | nullable=YES | +is_delete: integer | nullable=YES | +create_time: timestamp with time zone | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +store_goods_sale_id: + Total: 17563, Non-null: 17563, Distinct: 17563 + Top values: + 2809190478400005: 1 + 2851880737673029: 1 + 2952070493832965: 1 + 2906954061366725: 1 + 2938307239004613: 1 + 3005756259240005: 1 + 2974374115529669: 1 + 2923856003171717: 1 + 2943758441140037: 1 + 2847298999880710: 1 + 2833260565810374: 1 + 2825241626758342: 1 + 2856010572236613: 1 + 2957977026269061: 1 + 2830618359008327: 1 + +order_trade_no: + Total: 17563, Non-null: 17563, Distinct: 7163 + Top values: + 2956250939576198: 113 + 2973335525689669: 70 + 2940718915358789: 67 + 2974729399292741: 65 + 2954923656038661: 64 + 3010128962292229: 62 + 2915223410297541: 62 + 2934966547269189: 60 + 2960724933463749: 59 + 2984638433856133: 57 + 2963357191196293: 55 + 2984041538423493: 53 + 2950627610183941: 51 + 2970521489263493: 51 + 2998767512832389: 49 + +order_settle_id: + Total: 17563, Non-null: 17563, Distinct: 6933 + Top values: + 2990834049419973: 175 + 2957976912760517: 113 + 2959078619024901: 109 + 2975809351223365: 74 + 2916522068413189: 70 + 2941370754092997: 67 + 2988096687166021: 65 + 2955465802696965: 64 + 2961214006234629: 64 + 3010830541031877: 62 + 2907420664120965: 60 + 2936162601535109: 60 + 2985381586864773: 57 + 2964115212390213: 55 + 2954937563646022: 53 + +order_pay_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +order_goods_id: + Total: 17563, Non-null: 17563, Distinct: 9386 + Top values: + 0: 8178 + 2976305009067845: 1 + 2990206290809413: 1 + 2945141923104773: 1 + 2993381408098949: 1 + 2943467742220357: 1 + 2997717616118277: 1 + 2916521024621573: 1 + 2960567927000901: 1 + 2936584761854533: 1 + 2953388284528389: 1 + 3000299343169989: 1 + 2997629226715653: 1 + 2969098168323205: 1 + 2956254301916677: 1 + +site_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 17563 + +tenant_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 17563 + +site_goods_id: + Total: 17563, Non-null: 17563, Distinct: 147 + Top values: + 2793026176012357: 2182 + 2791953867886725: 1328 + 2793026183041093: 1006 + 2794695800934533: 925 + 2793025849593925: 790 + 2793026180993093: 632 + 2793026184302661: 622 + 2793026185154629: 516 + 2793026176503877: 406 + 2793026180501573: 387 + 2793025845825605: 352 + 2794695801409669: 338 + 2793025862438981: 319 + 2793026174865477: 304 + 2868240313094021: 283 + +tenant_goods_id: + Total: 17563, Non-null: 17563, Distinct: 147 + Top values: + 2792115932417925: 2182 + 2791925230096261: 1328 + 2792138158329733: 1006 + 2793227755177797: 925 + 2792171921870725: 790 + 2792128158191493: 632 + 2792142450249605: 622 + 2792039804047237: 516 + 2792116914442117: 406 + 2792126853369733: 387 + 2792152201432965: 352 + 2793228842862405: 338 + 2792099955609477: 319 + 2792038476746629: 304 + 2868227554610821: 283 + +tenant_goods_category_id: + Total: 17563, Non-null: 17563, Distinct: 14 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683528350540: 9527 + 2791948300259205: 2071 + 2793218343257925: 1674 + 2792063209623429: 1373 + 2793221283104581: 1245 + 2790683528350541: 787 + 2793236829620037: 478 + 2792035069284229: 206 + 2790683528350534: 160 + 2792050275864453: 37 + 2790683528350536: 2 + 2793221553489733: 1 + 2790683528350538: 1 + 2790683528350537: 1 + +tenant_goods_business_id: + Total: 17563, Non-null: 17563, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683528317768: 10315 + 2791932037238661: 2549 + 2793217599407941: 1674 + 2790683528317765: 1373 + 2793220268902213: 1245 + 2791931866402693: 206 + 2790683528317766: 160 + 2790683528317769: 37 + 2790683528317767: 4 + +site_table_id: + Total: 17563, Non-null: 17563, Distinct: 70 + Top values: + 0: 4753 + 2793022145302597: 1232 + 2956248279567557: 1084 + 2793020955840645: 1044 + 2793023960551493: 729 + 2793021451292741: 610 + 2793018776735877: 541 + 2793022937911365: 489 + 2793023960682565: 479 + 2793023960633413: 334 + 2793018776604805: 325 + 2793023960731717: 266 + 2793020259897413: 260 + 2793018776703109: 205 + 2793023960600645: 204 + +ledger_name: + Total: 17563, Non-null: 17563, Distinct: 151 + Top values: + 哇哈哈矿泉水: 2182 + 东方树叶: 1328 + 可乐: 1006 + 一次性手套: 925 + 地道肠: 790 + 农夫山泉苏打水: 632 + 红牛: 622 + 百威235毫升: 516 + 轻上椰子水: 406 + 东鹏特饮: 387 + 鱼蛋: 352 + 普通扑克: 338 + 钻石荷花: 319 + 水溶C: 304 + 蜂蜜水: 283 + +ledger_group_name: + Total: 17563, Non-null: 17563, Distinct: 9 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 酒水: 10315 + 零食: 2549 + 其他: 1674 + 香烟: 1373 + 小吃: 1245 + 雪糕: 206 + 槟榔: 160 + 水果: 37 + 器材: 4 + +ledger_count: + Total: 17563, Non-null: 17563, Distinct: 24 + Top values: + 1: 12555 + 2: 3058 + 3: 669 + 4: 466 + 6: 250 + 12: 249 + 5: 117 + 24: 72 + 8: 44 + 10: 29 + 7: 22 + 18: 7 + 13: 4 + 20: 4 + 11: 3 + +ledger_status: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 17563 + +is_delete: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['store_goods_sale_id', 'order_trade_no', 'order_settle_id', 'order_pay_id', 'order_goods_id', 'site_id', 'tenant_id', 'site_goods_id', 'tenant_goods_id', 'tenant_goods_category_id', 'tenant_goods_business_id', 'site_table_id', 'ledger_name', 'ledger_group_name', 'ledger_unit_price', 'ledger_count', 'ledger_amount', 'discount_price', 'real_goods_money', 'cost_money', 'ledger_status', 'is_delete', 'create_time'] + +Row 1: + store_goods_sale_id: 2957924029550406 + order_trade_no: 2957858167230149 + order_settle_id: 2957922914357125 + order_pay_id: 0 + order_goods_id: 2957858456391557 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793026176012357 + tenant_goods_id: 2792115932417925 + tenant_goods_category_id: 2790683528350540 + tenant_goods_business_id: 2790683528317768 + site_table_id: 2793003705192517 + ledger_name: 哇哈哈矿泉水 + ledger_group_name: 酒水 + ledger_unit_price: 5.00 + ledger_count: 1 + ledger_amount: 5.00 + discount_price: 0.00 + real_goods_money: 5.00 + cost_money: 0.01 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:35:57+08:00 + +Row 2: + store_goods_sale_id: 2957924029550405 + order_trade_no: 2957858167230149 + order_settle_id: 2957922914357125 + order_pay_id: 0 + order_goods_id: 2957858455998341 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793026183041093 + tenant_goods_id: 2792138158329733 + tenant_goods_category_id: 2790683528350540 + tenant_goods_business_id: 2790683528317768 + site_table_id: 2793003705192517 + ledger_name: 可乐 + ledger_group_name: 酒水 + ledger_unit_price: 5.00 + ledger_count: 1 + ledger_amount: 5.00 + discount_price: 0.00 + real_goods_money: 5.00 + cost_money: 0.00 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:35:57+08:00 + +Row 3: + store_goods_sale_id: 2957920279908229 + order_trade_no: 2957814644494149 + order_settle_id: 2957920006540997 + order_pay_id: 0 + order_goods_id: 2957859847769925 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793025849593925 + tenant_goods_id: 2792171921870725 + tenant_goods_category_id: 2793221283104581 + tenant_goods_business_id: 2793220268902213 + site_table_id: 2793002808987781 + ledger_name: 地道肠 + ledger_group_name: 小吃 + ledger_unit_price: 5.00 + ledger_count: 2 + ledger_amount: 10.00 + discount_price: 0.00 + real_goods_money: 10.00 + cost_money: 3.58 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:32:08+08:00 + +Row 4: + store_goods_sale_id: 2957913441750917 + order_trade_no: 2957784612605829 + order_settle_id: 2957913171693253 + order_pay_id: 0 + order_goods_id: 2957786053578245 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2791953867886725 + tenant_goods_id: 2791925230096261 + tenant_goods_category_id: 2790683528350540 + tenant_goods_business_id: 2790683528317768 + site_table_id: 2793020259897413 + ledger_name: 东方树叶 + ledger_group_name: 酒水 + ledger_unit_price: 8.00 + ledger_count: 1 + ledger_amount: 8.00 + discount_price: 0.00 + real_goods_money: 8.00 + cost_money: 0.00 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:25:11+08:00 + +Row 5: + store_goods_sale_id: 2957911882845893 + order_trade_no: 2957911856353157 + order_settle_id: 2957911858859909 + order_pay_id: 0 + order_goods_id: 2957911857368965 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793026183532613 + tenant_goods_id: 2792139566649221 + tenant_goods_category_id: 2790683528350540 + tenant_goods_business_id: 2790683528317768 + site_table_id: 0 + ledger_name: 阿萨姆 + ledger_group_name: 酒水 + ledger_unit_price: 8.00 + ledger_count: 1 + ledger_amount: 8.00 + discount_price: 2.00 + real_goods_money: 6.00 + cost_money: 0.00 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 23:23:36+08:00 + +Row 6: + store_goods_sale_id: 2957886432300741 + order_trade_no: 2957886358310789 + order_settle_id: 2957886361276293 + order_pay_id: 0 + order_goods_id: 2957886359900037 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2826003636177861 + tenant_goods_id: 2826003270470405 + tenant_goods_category_id: 2791948300259205 + tenant_goods_business_id: 2791932037238661 + site_table_id: 0 + ledger_name: 长寿街臭干子 + ledger_group_name: 零食 + ledger_unit_price: 2.00 + ledger_count: 2 + ledger_amount: 4.00 + discount_price: 0.00 + real_goods_money: 4.00 + cost_money: 0.00 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:57:42+08:00 + +Row 7: + store_goods_sale_id: 2957886432284358 + order_trade_no: 2957886358310789 + order_settle_id: 2957886361276293 + order_pay_id: 0 + order_goods_id: 2957886359605125 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793025849102405 + tenant_goods_id: 2792170827517829 + tenant_goods_category_id: 2793236829620037 + tenant_goods_business_id: 2791932037238661 + site_table_id: 0 + ledger_name: 火鸡面 + ledger_group_name: 零食 + ledger_unit_price: 10.00 + ledger_count: 1 + ledger_amount: 10.00 + discount_price: 0.00 + real_goods_money: 10.00 + cost_money: 0.00 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:57:42+08:00 + +Row 8: + store_goods_sale_id: 2957886432284357 + order_trade_no: 2957886358310789 + order_settle_id: 2957886361276293 + order_pay_id: 0 + order_goods_id: 2957886359310213 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793025849593925 + tenant_goods_id: 2792171921870725 + tenant_goods_category_id: 2793221283104581 + tenant_goods_business_id: 2793220268902213 + site_table_id: 0 + ledger_name: 地道肠 + ledger_group_name: 小吃 + ledger_unit_price: 5.00 + ledger_count: 1 + ledger_amount: 5.00 + discount_price: 0.00 + real_goods_money: 5.00 + cost_money: 1.79 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:57:42+08:00 + +Row 9: + store_goods_sale_id: 2957853948939781 + order_trade_no: 2957728112840581 + order_settle_id: 2957853635792773 + order_pay_id: 0 + order_goods_id: 2957730790313861 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2793025849593925 + tenant_goods_id: 2792171921870725 + tenant_goods_category_id: 2793221283104581 + tenant_goods_business_id: 2793220268902213 + site_table_id: 2793012902367365 + ledger_name: 地道肠 + ledger_group_name: 小吃 + ledger_unit_price: 5.00 + ledger_count: 1 + ledger_amount: 5.00 + discount_price: 0.00 + real_goods_money: 5.00 + cost_money: 1.79 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:24:40+08:00 + +Row 10: + store_goods_sale_id: 2957853948923397 + order_trade_no: 2957728112840581 + order_settle_id: 2957853635792773 + order_pay_id: 0 + order_goods_id: 2957730789887877 + site_id: 2790685415443269 + tenant_id: 2790683160709957 + site_goods_id: 2791953867886725 + tenant_goods_id: 2791925230096261 + tenant_goods_category_id: 2790683528350540 + tenant_goods_business_id: 2790683528317768 + site_table_id: 2793012902367365 + ledger_name: 东方树叶 + ledger_group_name: 酒水 + ledger_unit_price: 8.00 + ledger_count: 1 + ledger_amount: 8.00 + discount_price: 0.00 + real_goods_money: 8.00 + cost_money: 0.00 + ledger_status: 1 + is_delete: 0 + create_time: 2025-11-09 22:24:40+08:00 + diff --git a/tmp/table_analysis/dwd_store_goods_sale_ex.txt b/tmp/table_analysis/dwd_store_goods_sale_ex.txt new file mode 100644 index 0000000..f48a384 --- /dev/null +++ b/tmp/table_analysis/dwd_store_goods_sale_ex.txt @@ -0,0 +1,482 @@ +================================================================================ +Table: billiards_dwd.dwd_store_goods_sale_ex +Primary Key: store_goods_sale_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +store_goods_sale_id: bigint | nullable=NO | PK +legacy_order_goods_id: bigint | nullable=YES | +site_name: text | nullable=YES | +legacy_site_id: bigint | nullable=YES | +goods_remark: text | nullable=YES | +option_value_name: text | nullable=YES | +operator_name: text | nullable=YES | +open_salesman_flag: integer | nullable=YES | +salesman_user_id: bigint | nullable=YES | +salesman_name: text | nullable=YES | +salesman_role_id: bigint | nullable=YES | +salesman_org_id: bigint | nullable=YES | +discount_money: numeric(18,2) | nullable=YES | +returns_number: integer | nullable=YES | +coupon_deduct_money: numeric(18,2) | nullable=YES | +member_discount_amount: numeric(18,2) | nullable=YES | +point_discount_money: numeric(18,2) | nullable=YES | +point_discount_money_cost: numeric(18,2) | nullable=YES | +package_coupon_id: bigint | nullable=YES | +order_coupon_id: bigint | nullable=YES | +member_coupon_id: bigint | nullable=YES | +option_price: numeric(18,2) | nullable=YES | +option_member_discount_money: numeric(18,2) | nullable=YES | +option_coupon_deduct_money: numeric(18,2) | nullable=YES | +push_money: numeric(18,2) | nullable=YES | +is_single_order: integer | nullable=YES | +sales_type: integer | nullable=YES | +operator_id: bigint | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +store_goods_sale_id: + Total: 17563, Non-null: 17563, Distinct: 17563 + Top values: + 2800121045255813: 1 + 2800177654154629: 1 + 2800177654154630: 1 + 2800183502440453: 1 + 2800215932798981: 1 + 2800317000320901: 1 + 2800320956221317: 1 + 2800343416604741: 1 + 2800348155381829: 1 + 2800353094305797: 1 + 2800353215072133: 1 + 2800360636794885: 1 + 2800363077912517: 1 + 2800372000393221: 1 + 2800383251105733: 1 + +legacy_order_goods_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +site_name: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 朗朗桌球: 17563 + +legacy_site_id: + Total: 17563, Non-null: 17563, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 11683 + 2790685415443269: 5880 + +goods_remark: + Total: 17563, Non-null: 12819, Distinct: 144 + Top values: + 哇哈哈矿泉水: 1697 + 东方树叶: 1012 + 可乐: 709 + 一次性手套: 546 + 地道肠: 540 + 红牛: 529 + 百威235毫升: 459 + 农夫山泉苏打水: 442 + 轻上椰子水: 353 + 普通扑克: 296 + 蜂蜜水: 252 + 钻石荷花: 228 + 鱼蛋: 225 + 哇哈哈AD钙奶: 222 + 水溶C: 208 + +option_value_name: + Total: 17563, Non-null: 0, Distinct: 0 + Top values: + +operator_name: + Total: 17563, Non-null: 17563, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 17562 + 收银员:郑丽珍: 1 + +open_salesman_flag: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2: 17563 + +salesman_user_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +salesman_name: + Total: 17563, Non-null: 0, Distinct: 0 + Top values: + +salesman_role_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +salesman_org_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +returns_number: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +package_coupon_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +order_coupon_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +member_coupon_id: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 17563 + +is_single_order: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 17563 + +sales_type: + Total: 17563, Non-null: 17563, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 17563 + +operator_id: + Total: 17563, Non-null: 17563, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 17562 + 2801909606452165: 1 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['store_goods_sale_id', 'legacy_order_goods_id', 'site_name', 'legacy_site_id', 'goods_remark', 'option_value_name', 'operator_name', 'open_salesman_flag', 'salesman_user_id', 'salesman_name', 'salesman_role_id', 'salesman_org_id', 'discount_money', 'returns_number', 'coupon_deduct_money', 'member_discount_amount', 'point_discount_money', 'point_discount_money_cost', 'package_coupon_id', 'order_coupon_id', 'member_coupon_id', 'option_price', 'option_member_discount_money', 'option_coupon_deduct_money', 'push_money', 'is_single_order', 'sales_type', 'operator_id'] + +Row 1: + store_goods_sale_id: 2956022966241350 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 0 + goods_remark: 鸡翅三个一份 + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 2: + store_goods_sale_id: 2858856281016070 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 3: + store_goods_sale_id: 2858856281016069 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 4: + store_goods_sale_id: 2858856280999685 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 5: + store_goods_sale_id: 2858852495181765 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 6: + store_goods_sale_id: 2858838793062085 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 7: + store_goods_sale_id: 2858811441825477 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 8: + store_goods_sale_id: 2858800638674693 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 9: + store_goods_sale_id: 2858800638641925 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + +Row 10: + store_goods_sale_id: 2858800638314245 + legacy_order_goods_id: 0 + site_name: 朗朗桌球 + legacy_site_id: 2790685415443269 + goods_remark: NULL + option_value_name: NULL + operator_name: 收银员:郑丽珊 + open_salesman_flag: 2 + salesman_user_id: 0 + salesman_name: NULL + salesman_role_id: 0 + salesman_org_id: 0 + discount_money: 0.00 + returns_number: 0 + coupon_deduct_money: 0.00 + member_discount_amount: 0.00 + point_discount_money: 0.00 + point_discount_money_cost: 0.00 + package_coupon_id: 0 + order_coupon_id: 0 + member_coupon_id: 0 + option_price: 0.00 + option_member_discount_money: 0.00 + option_coupon_deduct_money: 0.00 + push_money: 0.00 + is_single_order: 1 + sales_type: 1 + operator_id: 2790687322443013 + diff --git a/tmp/table_analysis/dwd_table_fee_adjust.txt b/tmp/table_analysis/dwd_table_fee_adjust.txt new file mode 100644 index 0000000..84c7ee7 --- /dev/null +++ b/tmp/table_analysis/dwd_table_fee_adjust.txt @@ -0,0 +1,321 @@ +================================================================================ +Table: billiards_dwd.dwd_table_fee_adjust +Primary Key: table_fee_adjust_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +table_fee_adjust_id: bigint | nullable=NO | PK +order_trade_no: bigint | nullable=YES | +order_settle_id: bigint | nullable=YES | +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +table_id: bigint | nullable=YES | +table_area_id: bigint | nullable=YES | +table_area_name: character varying(64) | nullable=YES | +tenant_table_area_id: bigint | nullable=YES | +ledger_amount: numeric(18,2) | nullable=YES | +ledger_status: integer | nullable=YES | +is_delete: integer | nullable=YES | +adjust_time: timestamp with time zone | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +table_fee_adjust_id: + Total: 2849, Non-null: 2849, Distinct: 2849 + Top values: + 3064246571944837: 1 + 2809440958499333: 1 + 3017593903318661: 1 + 3009294538409925: 1 + 2993477712792197: 1 + 3034392506993733: 1 + 2965973253473989: 1 + 2888562792286597: 1 + 3008956284275205: 1 + 3067055412186053: 1 + 3050243960702725: 1 + 2920573008315781: 1 + 3002014301228037: 1 + 3002075645856581: 1 + 2960693282836357: 1 + +order_trade_no: + Total: 2849, Non-null: 2849, Distinct: 2801 + Top values: + 2851655631671109: 3 + 2831755508780165: 3 + 2970029122997381: 3 + 2831772820049093: 3 + 2948091267387013: 3 + 2954869758986437: 2 + 2990547445273157: 2 + 2970521489263493: 2 + 3029974310012997: 2 + 2836209539582277: 2 + 3056795414873989: 2 + 3054107856719045: 2 + 2810434861500869: 2 + 3060857267505733: 2 + 2980688405924165: 2 + +order_settle_id: + Total: 2849, Non-null: 2849, Distinct: 2515 + Top values: + 2985297809476293: 7 + 2959261151989445: 5 + 2890024064813381: 5 + 2933889434896133: 5 + 2802093505628229: 5 + 2823425434258501: 5 + 3050243203696325: 4 + 2826430466378821: 4 + 2973323104635077: 4 + 2990834049419973: 4 + 3041336658364101: 4 + 2842013991014021: 4 + 2983454744515141: 4 + 2946626600634501: 4 + 3046093693290245: 3 + +tenant_id: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 2849 + +site_id: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 2849 + +table_id: + Total: 2849, Non-null: 2849, Distinct: 74 + Top values: + 2793022937911365: 206 + 2793020259897413: 182 + 2793018776735877: 170 + 2793023960633413: 157 + 2793023960682565: 102 + 2793023960551493: 99 + 2793022145302597: 83 + 2791964216463493: 79 + 2802006434630661: 75 + 2793020955840645: 70 + 2851642357976581: 62 + 2793016660660357: 55 + 2802282095561797: 55 + 2793020259946565: 54 + 2851642813353477: 54 + +table_area_id: + Total: 2849, Non-null: 2849, Distinct: 16 + Top values: + 2791962314215301: 455 + 2791960001957765: 375 + 2791960521691013: 342 + 2801978934053829: 331 + 2791961347968901: 308 + 2791961060364165: 307 + 2791960850435973: 207 + 2791962068946821: 206 + 2791961709907845: 107 + 2791961598955397: 101 + 2942054283414597: 35 + 2956244810877893: 32 + 2956243120376773: 30 + 3004534168259333: 9 + 2944826806683269: 3 + +table_area_name: + Total: 2849, Non-null: 0, Distinct: 0 + Top values: + +tenant_table_area_id: + Total: 2849, Non-null: 2849, Distinct: 16 + Top values: + 2791962314215301: 455 + 2791960001957765: 375 + 2791960521691013: 342 + 2801978934053829: 331 + 2791961347968901: 308 + 2791961060364165: 307 + 2791960850435973: 207 + 2791962068946821: 206 + 2791961709907845: 107 + 2791961598955397: 101 + 2942054283414597: 35 + 2956244810877893: 32 + 2956243120376773: 30 + 3004534168259333: 9 + 2944826806683269: 3 + +ledger_status: + Total: 2849, Non-null: 2849, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 2801 + 0: 48 + +is_delete: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 2849 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['table_fee_adjust_id', 'order_trade_no', 'order_settle_id', 'tenant_id', 'site_id', 'table_id', 'table_area_id', 'table_area_name', 'tenant_table_area_id', 'ledger_amount', 'ledger_status', 'is_delete', 'adjust_time'] + +Row 1: + table_fee_adjust_id: 2957913441881989 + order_trade_no: 2957784612605829 + order_settle_id: 2957913171693253 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793020259897413 + table_area_id: 2791961347968901 + table_area_name: NULL + tenant_table_area_id: 2791961347968901 + ledger_amount: 148.15 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 23:25:11+08:00 + +Row 2: + table_fee_adjust_id: 2957881608900293 + order_trade_no: 2957564999110149 + order_settle_id: 2957881518788421 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793023960633413 + table_area_id: 2791962314215301 + table_area_name: NULL + tenant_table_area_id: 2791962314215301 + ledger_amount: 120.00 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 22:52:48+08:00 + +Row 3: + table_fee_adjust_id: 2957814223867717 + order_trade_no: 2957792593448837 + order_settle_id: 2957813956382533 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793016660660357 + table_area_id: 2791960850435973 + table_area_name: NULL + tenant_table_area_id: 2791960850435973 + ledger_amount: 24.18 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 21:44:15+08:00 + +Row 4: + table_fee_adjust_id: 2957814223818565 + order_trade_no: 2957757804416901 + order_settle_id: 2957813956382533 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2791964216463493 + table_area_id: 2791960001957765 + table_area_name: NULL + tenant_table_area_id: 2791960001957765 + ledger_amount: 14.16 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 21:44:15+08:00 + +Row 5: + table_fee_adjust_id: 2957809022848517 + order_trade_no: 2957637918707525 + order_settle_id: 2957808874803077 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793012902203525 + table_area_id: 2791960521691013 + table_area_name: NULL + tenant_table_area_id: 2791960521691013 + ledger_amount: 18.00 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 21:38:58+08:00 + +Row 6: + table_fee_adjust_id: 2957786384502277 + order_trade_no: 2957651697635141 + order_settle_id: 2957786346884805 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793003806953541 + table_area_id: 2791960001957765 + table_area_name: NULL + tenant_table_area_id: 2791960001957765 + ledger_amount: 96.27 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 21:15:56+08:00 + +Row 7: + table_fee_adjust_id: 2957752919379845 + order_trade_no: 2957748356140741 + order_settle_id: 2957752895754053 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793020259897413 + table_area_id: 2791961347968901 + table_area_name: NULL + tenant_table_area_id: 2791961347968901 + ledger_amount: 5.08 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 20:41:53+08:00 + +Row 8: + table_fee_adjust_id: 2957675850501829 + order_trade_no: 2957576702300037 + order_settle_id: 2957675763060549 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793016660660357 + table_area_id: 2791960850435973 + table_area_name: NULL + tenant_table_area_id: 2791960850435973 + ledger_amount: 113.64 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 19:23:29+08:00 + +Row 9: + table_fee_adjust_id: 2957593928126277 + order_trade_no: 2957543598772037 + order_settle_id: 2957593881104261 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793022937911365 + table_area_id: 2791962068946821 + table_area_name: NULL + tenant_table_area_id: 2791962068946821 + ledger_amount: 28.11 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 18:00:09+08:00 + +Row 10: + table_fee_adjust_id: 2957537445105541 + order_trade_no: 2957281196167045 + order_settle_id: 2957537402621637 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + table_id: 2793023960633413 + table_area_id: 2791962314215301 + table_area_name: NULL + tenant_table_area_id: 2791962314215301 + ledger_amount: 120.00 + ledger_status: 1 + is_delete: 0 + adjust_time: 2025-11-09 17:02:42+08:00 + diff --git a/tmp/table_analysis/dwd_table_fee_adjust_ex.txt b/tmp/table_analysis/dwd_table_fee_adjust_ex.txt new file mode 100644 index 0000000..412146d --- /dev/null +++ b/tmp/table_analysis/dwd_table_fee_adjust_ex.txt @@ -0,0 +1,182 @@ +================================================================================ +Table: billiards_dwd.dwd_table_fee_adjust_ex +Primary Key: table_fee_adjust_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +table_fee_adjust_id: bigint | nullable=NO | PK +adjust_type: integer | nullable=YES | +ledger_count: integer | nullable=YES | +ledger_name: character varying(128) | nullable=YES | +applicant_name: character varying(64) | nullable=YES | +operator_name: character varying(64) | nullable=YES | +applicant_id: bigint | nullable=YES | +operator_id: bigint | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +table_fee_adjust_id: + Total: 2849, Non-null: 2849, Distinct: 2849 + Top values: + 3064246571944837: 1 + 2809440958499333: 1 + 3017593903318661: 1 + 3009294538409925: 1 + 2993477712792197: 1 + 3034392506993733: 1 + 2965973253473989: 1 + 2888562792286597: 1 + 3008956284275205: 1 + 3067055412186053: 1 + 3050243960702725: 1 + 2920573008315781: 1 + 3002014301228037: 1 + 3002075645856581: 1 + 2960693282836357: 1 + +adjust_type: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 2849 + +ledger_count: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 2849 + +ledger_name: + Total: 2849, Non-null: 0, Distinct: 0 + Top values: + +applicant_name: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 2849 + +operator_name: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 2849 + +applicant_id: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 2849 + +operator_id: + Total: 2849, Non-null: 2849, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 2849 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['table_fee_adjust_id', 'adjust_type', 'ledger_count', 'ledger_name', 'applicant_name', 'operator_name', 'applicant_id', 'operator_id'] + +Row 1: + table_fee_adjust_id: 2957913441881989 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 2: + table_fee_adjust_id: 2957881608900293 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 3: + table_fee_adjust_id: 2957814223867717 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 4: + table_fee_adjust_id: 2957814223818565 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 5: + table_fee_adjust_id: 2957809022848517 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 6: + table_fee_adjust_id: 2957786384502277 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 7: + table_fee_adjust_id: 2957752919379845 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 8: + table_fee_adjust_id: 2957675850501829 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 9: + table_fee_adjust_id: 2957593928126277 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + +Row 10: + table_fee_adjust_id: 2957537445105541 + adjust_type: 1 + ledger_count: 1 + ledger_name: NULL + applicant_name: 收银员:郑丽珊 + operator_name: 收银员:郑丽珊 + applicant_id: 2790687322443013 + operator_id: 2790687322443013 + diff --git a/tmp/table_analysis/dwd_table_fee_log.txt b/tmp/table_analysis/dwd_table_fee_log.txt new file mode 100644 index 0000000..2ab33be --- /dev/null +++ b/tmp/table_analysis/dwd_table_fee_log.txt @@ -0,0 +1,597 @@ +================================================================================ +Table: billiards_dwd.dwd_table_fee_log +Primary Key: table_fee_log_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +table_fee_log_id: bigint | nullable=NO | PK +order_trade_no: bigint | nullable=YES | +order_settle_id: bigint | nullable=YES | +order_pay_id: bigint | nullable=YES | +tenant_id: bigint | nullable=YES | +site_id: bigint | nullable=YES | +site_table_id: bigint | nullable=YES | +site_table_area_id: bigint | nullable=YES | +site_table_area_name: character varying(64) | nullable=YES | +tenant_table_area_id: bigint | nullable=YES | +member_id: bigint | nullable=YES | +ledger_name: character varying(64) | nullable=YES | +ledger_unit_price: numeric(18,2) | nullable=YES | +ledger_count: integer | nullable=YES | +ledger_amount: numeric(18,2) | nullable=YES | +real_table_charge_money: numeric(18,2) | nullable=YES | +coupon_promotion_amount: numeric(18,2) | nullable=YES | +member_discount_amount: numeric(18,2) | nullable=YES | +adjust_amount: numeric(18,2) | nullable=YES | +real_table_use_seconds: integer | nullable=YES | +add_clock_seconds: integer | nullable=YES | +start_use_time: timestamp with time zone | nullable=YES | +ledger_end_time: timestamp with time zone | nullable=YES | +create_time: timestamp with time zone | nullable=YES | +ledger_status: integer | nullable=YES | +is_single_order: integer | nullable=YES | +is_delete: integer | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +table_fee_log_id: + Total: 18386, Non-null: 18386, Distinct: 18386 + Top values: + 2897193251719557: 1 + 2893935585020421: 1 + 2906552039376453: 1 + 2851661190713157: 1 + 2936533613791813: 1 + 2890835850152453: 1 + 2847609203805253: 1 + 2916908961123333: 1 + 2983183886160581: 1 + 2820543392057349: 1 + 2946311480395845: 1 + 2888126009035269: 1 + 3007558006097989: 1 + 2916821234994181: 1 + 3019966811522501: 1 + +order_trade_no: + Total: 18386, Non-null: 18386, Distinct: 18383 + Top values: + 3056793707677445: 2 + 3056795414873989: 2 + 3056739120465797: 2 + 3024540226750533: 1 + 3007427703621637: 1 + 2852917643398853: 1 + 3006788825450629: 1 + 2940445841379141: 1 + 2977196476385221: 1 + 2974691030586245: 1 + 2985657512940101: 1 + 3063831565503365: 1 + 3041539249555333: 1 + 2995680885133509: 1 + 3063804395604933: 1 + +order_settle_id: + Total: 18386, Non-null: 18386, Distinct: 17418 + Top values: + 2990834049419973: 10 + 2890024064813381: 9 + 2988030668589701: 8 + 2985297809476293: 7 + 2959078619024901: 7 + 2959261151989445: 7 + 2940861764620357: 6 + 2996296638500997: 5 + 2973323104635077: 5 + 2802093505628229: 5 + 2933889434896133: 5 + 2851726398656261: 5 + 3038949978147525: 5 + 3038784012766405: 5 + 2937959061506629: 5 + +order_pay_id: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 18386 + +tenant_id: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790683160709957: 18386 + +site_id: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790685415443269: 18386 + +site_table_id: + Total: 18386, Non-null: 18386, Distinct: 74 + Top values: + 2793001695301765: 1050 + 2793002509209733: 984 + 2793001904918661: 980 + 2791964216463493: 897 + 2793002808987781: 888 + 2792521437958213: 837 + 2793002896494725: 767 + 2793002980429893: 643 + 2793003066429509: 614 + 2793003159474245: 491 + 2793020259897413: 489 + 2793003705192517: 475 + 2793003243294789: 444 + 2793003420504133: 405 + 2793003506815045: 383 + +site_table_area_id: + Total: 18386, Non-null: 18386, Distinct: 16 + Top values: + 2791963794329671: 11222 + 2791963807682693: 2227 + 2791963836207173: 1371 + 2791963887030341: 909 + 2791963816579205: 795 + 2802006170324037: 540 + 2791963825803397: 519 + 2791963864273029: 305 + 2791963855982661: 183 + 2791963848527941: 143 + 2942056024575749: 63 + 2956246429994309: 55 + 2956246442462533: 37 + 3004534627601285: 12 + 2944827794098053: 4 + +site_table_area_name: + Total: 18386, Non-null: 18386, Distinct: 18 + Top values: + A区: 11222 + B区: 2227 + 斯诺克区: 1371 + 麻将房: 909 + C区: 795 + 补时长: 540 + VIP包厢: 519 + TV台: 305 + 666: 143 + 888: 95 + K包: 88 + M8: 55 + M7: 54 + 发财: 37 + 幸会158: 12 + +tenant_table_area_id: + Total: 18386, Non-null: 18386, Distinct: 16 + Top values: + 2791960001957765: 11222 + 2791960521691013: 2227 + 2791961347968901: 1371 + 2791962314215301: 909 + 2791960850435973: 795 + 2801978934053829: 540 + 2791961060364165: 519 + 2791962068946821: 305 + 2791961709907845: 183 + 2791961598955397: 143 + 2942054283414597: 63 + 2956243120376773: 55 + 2956244810877893: 37 + 3004534168259333: 12 + 2944826806683269: 4 + +member_id: + Total: 18386, Non-null: 18386, Distinct: 183 + Top values: + 0: 15146 + 2799207363643141: 263 + 2799207522600709: 228 + 2799207359858437: 200 + 2799207124305669: 188 + 2799207406946053: 149 + 2799207403554565: 128 + 2799212845565701: 108 + 2799207328155397: 93 + 2799207352715013: 84 + 2799212491392773: 82 + 2969257129938053: 81 + 2799207390349061: 80 + 2799209806071557: 76 + 2799212430657285: 61 + +ledger_name: + Total: 18386, Non-null: 18386, Distinct: 76 + Top values: + A3: 1050 + A5: 984 + A4: 980 + A1: 897 + A7: 888 + A2: 837 + A8: 767 + A9: 643 + A10: 614 + A11: 491 + S1: 489 + A17: 475 + A12: 444 + A14: 405 + A15: 383 + +ledger_count: + Total: 18386, Non-null: 18386, Distinct: 5105 + Top values: + 3600: 7213 + 7200: 3573 + 0: 489 + 10800: 453 + 14400: 323 + 18000: 79 + 1800: 38 + 21600: 27 + 5400: 9 + 7205: 7 + 1200: 7 + 36000: 6 + 7202: 6 + 3336: 5 + 3552: 5 + +real_table_use_seconds: + Total: 18386, Non-null: 18386, Distinct: 5203 + Top values: + 3600: 6880 + 7200: 3517 + 0: 489 + 10800: 440 + 14400: 314 + 18000: 75 + 60: 46 + 1800: 37 + 21600: 24 + 66: 23 + 65: 22 + 3601: 16 + 8: 15 + 5: 12 + 7201: 12 + +add_clock_seconds: + Total: 18386, Non-null: 18386, Distinct: 57 + Top values: + 0: 18115 + 60: 92 + 7200: 36 + 600: 17 + 10800: 16 + 1800: 10 + 18000: 9 + 3600: 8 + 120: 5 + 480: 5 + 1200: 5 + 2400: 4 + 6000: 3 + 900: 3 + 7320: 3 + +ledger_status: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 18386 + +is_single_order: + Total: 18386, Non-null: 18386, Distinct: 2 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 1: 17747 + 0: 639 + +is_delete: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 18386 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['table_fee_log_id', 'order_trade_no', 'order_settle_id', 'order_pay_id', 'tenant_id', 'site_id', 'site_table_id', 'site_table_area_id', 'site_table_area_name', 'tenant_table_area_id', 'member_id', 'ledger_name', 'ledger_unit_price', 'ledger_count', 'ledger_amount', 'real_table_charge_money', 'coupon_promotion_amount', 'member_discount_amount', 'adjust_amount', 'real_table_use_seconds', 'add_clock_seconds', 'start_use_time', 'ledger_end_time', 'create_time', 'ledger_status', 'is_single_order', 'is_delete'] + +Row 1: + table_fee_log_id: 2957924029058885 + order_trade_no: 2957858167230149 + order_settle_id: 2957922914357125 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793003705192517 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A17 + ledger_unit_price: 48.00 + ledger_count: 3600 + ledger_amount: 48.00 + real_table_charge_money: 0.00 + coupon_promotion_amount: 48.00 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 3600 + add_clock_seconds: 0 + start_use_time: 2025-11-09 22:28:57+08:00 + ledger_end_time: 2025-11-09 23:28:57+08:00 + create_time: 2025-11-09 23:35:57+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 2: + table_fee_log_id: 2957922693074821 + order_trade_no: 2957804588781445 + order_settle_id: 2957922677673797 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793001904918661 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A4 + ledger_unit_price: 48.00 + ledger_count: 7200 + ledger_amount: 96.00 + real_table_charge_money: 0.00 + coupon_promotion_amount: 96.00 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 7200 + add_clock_seconds: 0 + start_use_time: 2025-11-09 21:34:27+08:00 + ledger_end_time: 2025-11-09 23:34:27+08:00 + create_time: 2025-11-09 23:34:36+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 3: + table_fee_log_id: 2957921521733125 + order_trade_no: 2957862075436549 + order_settle_id: 2957921502088901 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2791964216463493 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A1 + ledger_unit_price: 48.00 + ledger_count: 3600 + ledger_amount: 48.00 + real_table_charge_money: 48.00 + coupon_promotion_amount: 0.00 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 3600 + add_clock_seconds: 0 + start_use_time: 2025-11-09 22:32:55+08:00 + ledger_end_time: 2025-11-09 23:32:55+08:00 + create_time: 2025-11-09 23:33:24+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 4: + table_fee_log_id: 2957920279498629 + order_trade_no: 2957814644494149 + order_settle_id: 2957920006540997 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793002808987781 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A7 + ledger_unit_price: 48.00 + ledger_count: 6429 + ledger_amount: 85.72 + real_table_charge_money: 0.00 + coupon_promotion_amount: 85.72 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 6430 + add_clock_seconds: 0 + start_use_time: 2025-11-09 21:44:40+08:00 + ledger_end_time: 2025-11-09 23:31:49+08:00 + create_time: 2025-11-09 23:32:08+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 5: + table_fee_log_id: 2957913926717253 + order_trade_no: 2957852541275653 + order_settle_id: 2957913909300741 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793002980429893 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A9 + ledger_unit_price: 48.00 + ledger_count: 3600 + ledger_amount: 48.00 + real_table_charge_money: 0.00 + coupon_promotion_amount: 48.00 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 3600 + add_clock_seconds: 0 + start_use_time: 2025-11-09 22:23:14+08:00 + ledger_end_time: 2025-11-09 23:23:14+08:00 + create_time: 2025-11-09 23:25:41+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 6: + table_fee_log_id: 2957913440948101 + order_trade_no: 2957784612605829 + order_settle_id: 2957913171693253 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793020259897413 + site_table_area_id: 2791963836207173 + site_table_area_name: 斯诺克区 + tenant_table_area_id: 2791961347968901 + member_id: 0 + ledger_name: S1 + ledger_unit_price: 68.00 + ledger_count: 7843 + ledger_amount: 148.15 + real_table_charge_money: 0.00 + coupon_promotion_amount: 0.00 + member_discount_amount: 0.00 + adjust_amount: 148.15 + real_table_use_seconds: 7843 + add_clock_seconds: 0 + start_use_time: 2025-11-09 21:14:07+08:00 + ledger_end_time: 2025-11-09 23:24:50+08:00 + create_time: 2025-11-09 23:25:11+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 7: + table_fee_log_id: 2957909372325573 + order_trade_no: 2957850075041477 + order_settle_id: 2957909354516357 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793002896494725 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A8 + ledger_unit_price: 48.00 + ledger_count: 3600 + ledger_amount: 48.00 + real_table_charge_money: 0.00 + coupon_promotion_amount: 48.00 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 3600 + add_clock_seconds: 0 + start_use_time: 2025-11-09 22:20:43+08:00 + ledger_end_time: 2025-11-09 23:20:43+08:00 + create_time: 2025-11-09 23:21:03+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 8: + table_fee_log_id: 2957902858948421 + order_trade_no: 2957733026106885 + order_settle_id: 2957900926045701 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793012902154373 + site_table_area_id: 2791963807682693 + site_table_area_name: B区 + tenant_table_area_id: 2791960521691013 + member_id: 0 + ledger_name: B5 + ledger_unit_price: 58.00 + ledger_count: 10247 + ledger_amount: 165.09 + real_table_charge_money: 0.00 + coupon_promotion_amount: 165.09 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 10247 + add_clock_seconds: 0 + start_use_time: 2025-11-09 20:21:39+08:00 + ledger_end_time: 2025-11-09 23:12:26+08:00 + create_time: 2025-11-09 23:14:25+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 9: + table_fee_log_id: 2957882052366213 + order_trade_no: 2957759254155141 + order_settle_id: 2957881991597573 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793003159474245 + site_table_area_id: 2791963794329671 + site_table_area_name: A区 + tenant_table_area_id: 2791960001957765 + member_id: 0 + ledger_name: A11 + ledger_unit_price: 48.00 + ledger_count: 7200 + ledger_amount: 96.00 + real_table_charge_money: 0.00 + coupon_promotion_amount: 96.00 + member_discount_amount: 0.00 + adjust_amount: 0.00 + real_table_use_seconds: 7200 + add_clock_seconds: 0 + start_use_time: 2025-11-09 20:48:20+08:00 + ledger_end_time: 2025-11-09 22:48:20+08:00 + create_time: 2025-11-09 22:53:15+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + +Row 10: + table_fee_log_id: 2957881608392389 + order_trade_no: 2957564999110149 + order_settle_id: 2957881518788421 + order_pay_id: 0 + tenant_id: 2790683160709957 + site_id: 2790685415443269 + site_table_id: 2793023960633413 + site_table_area_id: 2791963887030341 + site_table_area_name: 麻将房 + tenant_table_area_id: 2791962314215301 + member_id: 2799212845565701 + ledger_name: M3 + ledger_unit_price: 48.00 + ledger_count: 18000 + ledger_amount: 240.00 + real_table_charge_money: 120.00 + coupon_promotion_amount: 0.00 + member_discount_amount: 0.00 + adjust_amount: 120.00 + real_table_use_seconds: 18000 + add_clock_seconds: 0 + start_use_time: 2025-11-09 17:30:43+08:00 + ledger_end_time: 2025-11-09 22:30:43+08:00 + create_time: 2025-11-09 22:52:48+08:00 + ledger_status: 1 + is_single_order: 1 + is_delete: 0 + diff --git a/tmp/table_analysis/dwd_table_fee_log_ex.txt b/tmp/table_analysis/dwd_table_fee_log_ex.txt new file mode 100644 index 0000000..2eae555 --- /dev/null +++ b/tmp/table_analysis/dwd_table_fee_log_ex.txt @@ -0,0 +1,219 @@ +================================================================================ +Table: billiards_dwd.dwd_table_fee_log_ex +Primary Key: table_fee_log_id +================================================================================ + +## COLUMNS +-------------------------------------------------------------------------------- +table_fee_log_id: bigint | nullable=NO | PK +operator_name: character varying(64) | nullable=YES | +salesman_name: character varying(64) | nullable=YES | +used_card_amount: numeric(18,2) | nullable=YES | +service_money: numeric(18,2) | nullable=YES | +mgmt_fee: numeric(18,2) | nullable=YES | +fee_total: numeric(18,2) | nullable=YES | +ledger_start_time: timestamp with time zone | nullable=YES | +last_use_time: timestamp with time zone | nullable=YES | +operator_id: bigint | nullable=YES | +salesman_user_id: bigint | nullable=YES | +salesman_org_id: bigint | nullable=YES | + +## VALUE ANALYSIS (for enum detection) +-------------------------------------------------------------------------------- + +table_fee_log_id: + Total: 18386, Non-null: 18386, Distinct: 18386 + Top values: + 2897193251719557: 1 + 2893935585020421: 1 + 2906552039376453: 1 + 2851661190713157: 1 + 2936533613791813: 1 + 2890835850152453: 1 + 2847609203805253: 1 + 2916908961123333: 1 + 2983183886160581: 1 + 2820543392057349: 1 + 2946311480395845: 1 + 2888126009035269: 1 + 3007558006097989: 1 + 2916821234994181: 1 + 3019966811522501: 1 + +operator_name: + Total: 18386, Non-null: 18386, Distinct: 4 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 收银员:郑丽珊: 18382 + 收银员:郑丽珍: 2 + 店长:郑丽珊: 1 + 教练:周蒙: 1 + +salesman_name: + Total: 18386, Non-null: 0, Distinct: 0 + Top values: + +operator_id: + Total: 18386, Non-null: 18386, Distinct: 3 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 2790687322443013: 18383 + 2801909606452165: 2 + 2794761849227077: 1 + +salesman_user_id: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 18386 + +salesman_org_id: + Total: 18386, Non-null: 18386, Distinct: 1 + *** LIKELY ENUM (distinct <= 15) *** + Top values: + 0: 18386 + +## SAMPLE DATA (first 10 rows) +-------------------------------------------------------------------------------- +Columns: ['table_fee_log_id', 'operator_name', 'salesman_name', 'used_card_amount', 'service_money', 'mgmt_fee', 'fee_total', 'ledger_start_time', 'last_use_time', 'operator_id', 'salesman_user_id', 'salesman_org_id'] + +Row 1: + table_fee_log_id: 2957924029058885 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 22:28:57+08:00 + last_use_time: 2025-11-09 23:28:57+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 2: + table_fee_log_id: 2957922693074821 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 21:34:27+08:00 + last_use_time: 2025-11-09 23:34:27+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 3: + table_fee_log_id: 2957921521733125 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 22:32:55+08:00 + last_use_time: 2025-11-09 23:32:55+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 4: + table_fee_log_id: 2957920279498629 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 21:44:40+08:00 + last_use_time: 2025-11-09 23:31:50+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 5: + table_fee_log_id: 2957913926717253 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 22:23:14+08:00 + last_use_time: 2025-11-09 23:23:14+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 6: + table_fee_log_id: 2957913440948101 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 21:14:07+08:00 + last_use_time: 2025-11-09 23:24:50+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 7: + table_fee_log_id: 2957909372325573 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 22:20:43+08:00 + last_use_time: 2025-11-09 23:20:43+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 8: + table_fee_log_id: 2957902858948421 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 20:21:39+08:00 + last_use_time: 2025-11-09 23:12:26+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 9: + table_fee_log_id: 2957882052366213 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 20:48:20+08:00 + last_use_time: 2025-11-09 22:48:20+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 + +Row 10: + table_fee_log_id: 2957881608392389 + operator_name: 收银员:郑丽珊 + salesman_name: NULL + used_card_amount: 0.00 + service_money: 0.00 + mgmt_fee: 0.00 + fee_total: 0.00 + ledger_start_time: 2025-11-09 17:30:43+08:00 + last_use_time: 2025-11-09 22:30:43+08:00 + operator_id: 2790687322443013 + salesman_user_id: 0 + salesman_org_id: 0 +