在准备环境前提交次全部更改。
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# -*- coding: utf-8 -*-
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"""数据库集成测试"""
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import pytest
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from database.connection import DatabaseConnection
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from database.operations import DatabaseOperations
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# 注意：这些测试需要实际的数据库连接
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# 在CI/CD环境中应使用测试数据库
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@pytest.fixture
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def db_connection():
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"""数据库连接fixture"""
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# 从环境变量获取测试数据库DSN
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import os
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dsn = os.environ.get("TEST_DB_DSN")
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if not dsn:
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pytest.skip("未配置测试数据库")
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conn = DatabaseConnection(dsn)
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yield conn
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conn.close()
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def test_database_query(db_connection):
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"""测试数据库查询"""
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result = db_connection.query("SELECT 1 AS test")
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assert len(result) == 1
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assert result[0]["test"] == 1
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def test_database_operations(db_connection):
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"""测试数据库操作"""
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ops = DatabaseOperations(db_connection)
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# 添加实际的测试用例
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pass
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238
apps/etl/connectors/feiqiu/tests/integration/test_index_tasks.py
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238
apps/etl/connectors/feiqiu/tests/integration/test_index_tasks.py
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# -*- coding: utf-8 -*-
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# AI_CHANGELOG [2026-02-13] 移除 dws_member_assistant_intimacy 表存在性检查
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"""Smoke test scripts for WBI/NCI index tasks."""
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import logging
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import os
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import sys
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from typing import Dict, List
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ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
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if ROOT not in sys.path:
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sys.path.insert(0, ROOT)
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from config.settings import AppConfig
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from database.connection import DatabaseConnection
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from database.operations import DatabaseOperations
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from tasks.dws.index import NewconvIndexTask, WinbackIndexTask
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s | %(levelname)s | %(name)s | %(message)s",
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)
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logger = logging.getLogger("test_index_tasks")
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def _make_db() -> tuple[AppConfig, DatabaseConnection, DatabaseOperations]:
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config = AppConfig.load()
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db_conn = DatabaseConnection(config.config["db"]["dsn"])
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db = DatabaseOperations(db_conn)
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return config, db_conn, db
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def _dict_rows(rows) -> List[Dict]:
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return [dict(r) for r in (rows or [])]
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def _fmt(value, digits: int = 2) -> str:
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if value is None:
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return "-"
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if isinstance(value, (int, float)):
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return f"{value:.{digits}f}"
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return str(value)
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def _check_required_tables() -> None:
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_, db_conn, db = _make_db()
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try:
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sql = """
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SELECT table_name
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FROM information_schema.tables
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WHERE table_schema = 'dws'
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AND table_name IN (
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'cfg_index_parameters',
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'dws_member_winback_index',
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'dws_member_newconv_index'
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)
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"""
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rows = _dict_rows(db.query(sql))
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existing = {r["table_name"] for r in rows}
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required = {
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"cfg_index_parameters",
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"dws_member_winback_index",
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"dws_member_newconv_index",
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}
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missing = sorted(required - existing)
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if missing:
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raise RuntimeError(f"Missing required tables: {', '.join(missing)}")
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finally:
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db_conn.close()
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def test_winback_index() -> Dict:
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logger.info("=" * 80)
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logger.info("Run WBI task")
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logger.info("=" * 80)
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config, db_conn, db = _make_db()
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try:
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task = WinbackIndexTask(config, db, None, logger)
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result = task.execute(None)
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logger.info("WBI result: %s", result)
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if result.get("status") == "success":
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stats_sql = """
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SELECT
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COUNT(*) AS total_count,
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ROUND(AVG(display_score)::numeric, 2) AS avg_display,
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ROUND(MIN(display_score)::numeric, 2) AS min_display,
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ROUND(MAX(display_score)::numeric, 2) AS max_display,
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ROUND(AVG(raw_score)::numeric, 4) AS avg_raw,
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ROUND(AVG(overdue_old)::numeric, 4) AS avg_overdue,
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ROUND(AVG(drop_old)::numeric, 4) AS avg_drop,
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ROUND(AVG(recharge_old)::numeric, 4) AS avg_recharge,
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ROUND(AVG(value_old)::numeric, 4) AS avg_value,
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ROUND(AVG(t_v)::numeric, 2) AS avg_t_v
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FROM dws.dws_member_winback_index
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"""
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stats_rows = _dict_rows(db.query(stats_sql))
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if stats_rows:
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s = stats_rows[0]
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logger.info(
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"WBI stats | total=%s, display(avg/min/max)=%s/%s/%s, raw_avg=%s, overdue=%s, drop=%s, recharge=%s, value=%s, t_v=%s",
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s.get("total_count"),
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_fmt(s.get("avg_display")),
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_fmt(s.get("min_display")),
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_fmt(s.get("max_display")),
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_fmt(s.get("avg_raw"), 4),
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_fmt(s.get("avg_overdue"), 4),
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_fmt(s.get("avg_drop"), 4),
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_fmt(s.get("avg_recharge"), 4),
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_fmt(s.get("avg_value"), 4),
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_fmt(s.get("avg_t_v"), 2),
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)
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top_sql = """
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SELECT member_id, display_score, raw_score, t_v, visits_14d, sv_balance
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FROM dws.dws_member_winback_index
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ORDER BY display_score DESC NULLS LAST
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LIMIT 5
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"""
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for i, r in enumerate(_dict_rows(db.query(top_sql)), 1):
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logger.info(
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"WBI TOP%d | member=%s, display=%s, raw=%s, t_v=%s, visits_14d=%s, sv_balance=%s",
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i,
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r.get("member_id"),
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_fmt(r.get("display_score")),
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_fmt(r.get("raw_score"), 4),
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_fmt(r.get("t_v"), 2),
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_fmt(r.get("visits_14d"), 0),
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_fmt(r.get("sv_balance"), 2),
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)
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return result
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finally:
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db_conn.close()
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def test_newconv_index() -> Dict:
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logger.info("=" * 80)
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logger.info("Run NCI task")
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logger.info("=" * 80)
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config, db_conn, db = _make_db()
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try:
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task = NewconvIndexTask(config, db, None, logger)
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result = task.execute(None)
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logger.info("NCI result: %s", result)
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if result.get("status") == "success":
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stats_sql = """
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SELECT
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COUNT(*) AS total_count,
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ROUND(AVG(display_score)::numeric, 2) AS avg_display,
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ROUND(MIN(display_score)::numeric, 2) AS min_display,
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ROUND(MAX(display_score)::numeric, 2) AS max_display,
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ROUND(AVG(display_score_welcome)::numeric, 2) AS avg_display_welcome,
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ROUND(AVG(display_score_convert)::numeric, 2) AS avg_display_convert,
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ROUND(AVG(raw_score)::numeric, 4) AS avg_raw,
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ROUND(AVG(raw_score_welcome)::numeric, 4) AS avg_raw_welcome,
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ROUND(AVG(raw_score_convert)::numeric, 4) AS avg_raw_convert,
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ROUND(AVG(need_new)::numeric, 4) AS avg_need,
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ROUND(AVG(salvage_new)::numeric, 4) AS avg_salvage,
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ROUND(AVG(recharge_new)::numeric, 4) AS avg_recharge,
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ROUND(AVG(value_new)::numeric, 4) AS avg_value,
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ROUND(AVG(welcome_new)::numeric, 4) AS avg_welcome,
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ROUND(AVG(t_v)::numeric, 2) AS avg_t_v
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FROM dws.dws_member_newconv_index
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"""
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stats_rows = _dict_rows(db.query(stats_sql))
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if stats_rows:
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s = stats_rows[0]
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logger.info(
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"NCI stats | total=%s, display(avg/min/max)=%s/%s/%s, display_welcome=%s, display_convert=%s, raw_avg=%s, raw_welcome=%s, raw_convert=%s",
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s.get("total_count"),
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_fmt(s.get("avg_display")),
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_fmt(s.get("min_display")),
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_fmt(s.get("max_display")),
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_fmt(s.get("avg_display_welcome")),
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_fmt(s.get("avg_display_convert")),
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_fmt(s.get("avg_raw"), 4),
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_fmt(s.get("avg_raw_welcome"), 4),
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_fmt(s.get("avg_raw_convert"), 4),
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)
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logger.info(
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"NCI components | need=%s, salvage=%s, recharge=%s, value=%s, welcome=%s, t_v=%s",
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_fmt(s.get("avg_need"), 4),
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_fmt(s.get("avg_salvage"), 4),
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_fmt(s.get("avg_recharge"), 4),
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_fmt(s.get("avg_value"), 4),
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_fmt(s.get("avg_welcome"), 4),
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_fmt(s.get("avg_t_v"), 2),
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)
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top_sql = """
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SELECT member_id, display_score, display_score_welcome, display_score_convert,
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raw_score, raw_score_welcome, raw_score_convert, t_v, visits_14d
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FROM dws.dws_member_newconv_index
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ORDER BY display_score DESC NULLS LAST
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LIMIT 5
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"""
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for i, r in enumerate(_dict_rows(db.query(top_sql)), 1):
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logger.info(
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"NCI TOP%d | member=%s, nci=%s (welcome=%s, convert=%s), raw=%s (w=%s,c=%s), t_v=%s, visits_14d=%s",
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i,
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r.get("member_id"),
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_fmt(r.get("display_score")),
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_fmt(r.get("display_score_welcome")),
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_fmt(r.get("display_score_convert")),
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_fmt(r.get("raw_score"), 4),
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_fmt(r.get("raw_score_welcome"), 4),
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_fmt(r.get("raw_score_convert"), 4),
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_fmt(r.get("t_v"), 2),
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_fmt(r.get("visits_14d"), 0),
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)
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return result
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finally:
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db_conn.close()
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def main() -> None:
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_check_required_tables()
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results = {
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"WBI": test_winback_index(),
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"NCI": test_newconv_index(),
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}
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logger.info("=" * 80)
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logger.info("Test complete")
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logger.info("WBI=%s, NCI=%s", results["WBI"].get("status"), results["NCI"].get("status"))
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logger.info("=" * 80)
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if __name__ == "__main__":
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main()
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