74 lines
2.5 KiB
Python
74 lines
2.5 KiB
Python
# -*- coding: utf-8 -*-
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"""会员ETL任务"""
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import json
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from .base_task import BaseTask
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from loaders.dimensions.member import MemberLoader
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from models.parsers import TypeParser
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class MembersTask(BaseTask):
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"""会员ETL任务"""
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def get_task_code(self) -> str:
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return "MEMBERS"
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def execute(self) -> dict:
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"""执行会员ETL"""
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self.logger.info(f"开始执行 {self.get_task_code()} 任务")
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params = {
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"storeId": self.config.get("app.store_id"),
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}
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try:
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records, pages_meta = self.api.get_paginated(
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endpoint="/MemberProfile/GetTenantMemberList",
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params=params,
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page_size=self.config.get("api.page_size", 200),
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data_path=("data",)
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)
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parsed_records = []
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for rec in records:
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parsed = self._parse_member(rec)
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if parsed:
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parsed_records.append(parsed)
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loader = MemberLoader(self.db)
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store_id = self.config.get("app.store_id")
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inserted, updated, skipped = loader.upsert_members(parsed_records, store_id)
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self.db.commit()
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counts = {
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"fetched": len(records),
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"inserted": inserted,
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"updated": updated,
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"skipped": skipped,
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"errors": 0
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}
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self.logger.info(f"{self.get_task_code()} 完成: {counts}")
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return self._build_result("SUCCESS", counts)
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except Exception as e:
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self.db.rollback()
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self.logger.error(f"{self.get_task_code()} 失败", exc_info=True)
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raise
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def _parse_member(self, raw: dict) -> dict:
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"""解析会员记录"""
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try:
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return {
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"store_id": self.config.get("app.store_id"),
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"member_id": TypeParser.parse_int(raw.get("memberId")),
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"member_name": raw.get("memberName"),
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"phone": raw.get("phone"),
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"balance": TypeParser.parse_decimal(raw.get("balance")),
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"status": raw.get("status"),
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"register_time": TypeParser.parse_timestamp(raw.get("registerTime"), self.tz),
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"raw_data": json.dumps(raw, ensure_ascii=False)
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}
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except Exception as e:
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self.logger.warning(f"解析会员记录失败: {e}, 原始数据: {raw}")
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return None
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