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                },
                {
                  "column": "option_coupon_deduct_money",
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                  "ods_sum": 0.0,
                  "diff": 0.0
                },
                {
                  "column": "option_member_discount_money",
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                {
                  "column": "point_discount_money",
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                {
                  "column": "point_discount_money_cost",
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                  "ods_sum": 0.0,
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                {
                  "column": "push_money",
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              ],
              "mismatch": 0,
              "mismatch_samples": [],
              "mismatch_error": null
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            {
              "dwd_table": "billiards_dwd.dwd_assistant_service_log",
              "ods_table": "billiards_ods.assistant_service_records",
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                "dwd": null,
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              },
              "amounts": [],
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              "error": "AttributeError: 'tuple' object has no attribute 'items'"
            },
            {
              "dwd_table": "billiards_dwd.dwd_assistant_service_log_ex",
              "ods_table": "billiards_ods.assistant_service_records",
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                "dwd": null,
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              },
              "amounts": [],
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              "mismatch_samples": [],
              "error": "AttributeError: 'tuple' object has no attribute 'items'"
            },
            {
              "dwd_table": "billiards_dwd.dwd_assistant_trash_event",
              "ods_table": "billiards_ods.assistant_cancellation_records",
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              "window_col": null,
              "count": {
                "dwd": 98,
                "ods": 99,
                "diff": -1
              },
              "amounts": [],
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              "mismatch_samples": [],
              "mismatch_error": "join_keys_or_compare_cols_unavailable"
            },
            {
              "dwd_table": "billiards_dwd.dwd_assistant_trash_event_ex",
              "ods_table": "billiards_ods.assistant_cancellation_records",
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              "window_col": null,
              "count": {
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                "ods": 99,
                "diff": -1
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              "amounts": [],
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              "mismatch_samples": [],
              "mismatch_error": "join_keys_or_compare_cols_unavailable"
            },
            {
              "dwd_table": "billiards_dwd.dwd_member_balance_change",
              "ods_table": "billiards_ods.member_balance_changes",
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              "window_col": null,
              "count": {
                "dwd": 4745,
                "ods": 4802,
                "diff": -57
              },
              "amounts": [],
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            },
            {
              "dwd_table": "billiards_dwd.dwd_member_balance_change_ex",
              "ods_table": "billiards_ods.member_balance_changes",
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              "window_col": null,
              "count": {
                "dwd": 4745,
                "ods": 4802,
                "diff": -57
              },
              "amounts": [
                {
                  "column": "refund_amount",
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              ],
              "mismatch": 0,
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              "mismatch_error": null
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            {
              "dwd_table": "billiards_dwd.dwd_groupbuy_redemption",
              "ods_table": "billiards_ods.group_buy_redemption_records",
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              "count": {
                "dwd": null,
                "ods": null,
                "diff": null
              },
              "amounts": [],
              "mismatch": null,
              "mismatch_samples": [],
              "error": "AttributeError: 'tuple' object has no attribute 'items'"
            },
            {
              "dwd_table": "billiards_dwd.dwd_groupbuy_redemption_ex",
              "ods_table": "billiards_ods.group_buy_redemption_records",
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              "window_col": null,
              "count": {
                "dwd": 11427,
                "ods": 11589,
                "diff": -162
              },
              "amounts": [
                {
                  "column": "assistant_promotion_money",
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                  "ods_sum": 7544.8,
                  "diff": 0.0
                },
                {
                  "column": "assistant_service_promotion_money",
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                },
                {
                  "column": "goods_promotion_money",
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                },
                {
                  "column": "recharge_promotion_money",
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                  "ods_sum": 0.0,
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                },
                {
                  "column": "reward_promotion_money",
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                },
                {
                  "column": "table_service_promotion_money",
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                  "ods_sum": 0.0,
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                }
              ],
              "mismatch": 0,
              "mismatch_samples": [],
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            {
              "dwd_table": "billiards_dwd.dwd_platform_coupon_redemption",
              "ods_table": "billiards_ods.platform_coupon_redemption_records",
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              "window_col": null,
              "count": {
                "dwd": null,
                "ods": null,
                "diff": null
              },
              "amounts": [],
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              "mismatch_samples": [],
              "error": "AttributeError: 'tuple' object has no attribute 'items'"
            },
            {
              "dwd_table": "billiards_dwd.dwd_platform_coupon_redemption_ex",
              "ods_table": "billiards_ods.platform_coupon_redemption_records",
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              "window_col": null,
              "count": {
                "dwd": 16977,
                "ods": 17138,
                "diff": -161
              },
              "amounts": [],
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              "mismatch_samples": [],
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            },
            {
              "dwd_table": "billiards_dwd.dwd_recharge_order",
              "ods_table": "billiards_ods.recharge_settlements",
              "windowed": false,
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              "count": {
                "dwd": 455,
                "ods": 460,
                "diff": -5
              },
              "amounts": [],
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              "mismatch_samples": [],
              "mismatch_error": "join_keys_or_compare_cols_unavailable"
            },
            {
              "dwd_table": "billiards_dwd.dwd_recharge_order_ex",
              "ods_table": "billiards_ods.recharge_settlements",
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                "ods": 460,
                "diff": -5
              },
              "amounts": [],
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              "mismatch_samples": [],
              "mismatch_error": "join_keys_or_compare_cols_unavailable"
            },
            {
              "dwd_table": "billiards_dwd.dwd_payment",
              "ods_table": "billiards_ods.payment_transactions",
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                "dwd": null,
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                "diff": null
              },
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            },
            {
              "dwd_table": "billiards_dwd.dwd_refund",
              "ods_table": "billiards_ods.refund_transactions",
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                "dwd": null,
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                "diff": null
              },
              "amounts": [],
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              "mismatch_samples": [],
              "error": "AttributeError: 'tuple' object has no attribute 'items'"
            },
            {
              "dwd_table": "billiards_dwd.dwd_refund_ex",
              "ods_table": "billiards_ods.refund_transactions",
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              "count": {
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                "diff": 0
              },
              "amounts": [
                {
                  "column": "balance_frozen_amount",
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                  "diff": 0.0
                },
                {
                  "column": "card_frozen_amount",
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                },
                {
                  "column": "refund_amount",
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                  "column": "round_amount",
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          ],
          "total_count_diff": -975,
          "total_mismatch": 118581
        },
        "generated_at": "2026-01-30T21:14:44.819155+08:00"
      }
    ],
    "api_to_ods": {
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      "total_mismatch": 46241,
      "total_errors": 0
    },
    "total_missing": 977,
    "total_mismatch": 46241,
    "total_errors": 0,
    "generated_at": "2026-01-30T21:14:44.819180+08:00"
  }
}