ODS 完成

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Neo
2025-11-30 07:18:55 +08:00
parent cbd16a39ba
commit b9b050bb5d
28 changed files with 41867 additions and 977 deletions

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@@ -1,62 +1,141 @@
# -*- coding: utf-8 -*-
"""ETL任务基类"""
"""ETL任务基类(引入 Extract/Transform/Load 模板方法)"""
from __future__ import annotations
from dataclasses import dataclass
from datetime import datetime, timedelta
from zoneinfo import ZoneInfo
@dataclass(frozen=True)
class TaskContext:
"""统一透传给 Extract/Transform/Load 的运行期信息。"""
store_id: int
window_start: datetime
window_end: datetime
window_minutes: int
cursor: dict | None = None
class BaseTask:
"""ETL任务基类"""
"""提供 E/T/L 模板的任务基类"""
def __init__(self, config, db_connection, api_client, logger):
self.config = config
self.db = db_connection
self.api = api_client
self.logger = logger
self.tz = ZoneInfo(config.get("app.timezone", "Asia/Taipei"))
# ------------------------------------------------------------------ 基本信息
def get_task_code(self) -> str:
"""获取任务代码"""
raise NotImplementedError("子类需实现 get_task_code 方法")
def execute(self) -> dict:
"""执行任务"""
raise NotImplementedError("子类需实现 execute 方法")
# ------------------------------------------------------------------ E/T/L 钩子
def extract(self, context: TaskContext):
"""提取数据"""
raise NotImplementedError("子类需实现 extract 方法")
def transform(self, extracted, context: TaskContext):
"""转换数据"""
return extracted
def load(self, transformed, context: TaskContext) -> dict:
"""加载数据并返回统计信息"""
raise NotImplementedError("子类需实现 load 方法")
# ------------------------------------------------------------------ 主流程
def execute(self, cursor_data: dict | None = None) -> dict:
"""统一 orchestrate Extract → Transform → Load"""
context = self._build_context(cursor_data)
task_code = self.get_task_code()
self.logger.info(
"%s: 开始执行,窗口[%s ~ %s]",
task_code,
context.window_start,
context.window_end,
)
try:
extracted = self.extract(context)
transformed = self.transform(extracted, context)
counts = self.load(transformed, context) or {}
self.db.commit()
except Exception:
self.db.rollback()
self.logger.error("%s: 执行失败", task_code, exc_info=True)
raise
result = self._build_result("SUCCESS", counts)
result["window"] = {
"start": context.window_start,
"end": context.window_end,
"minutes": context.window_minutes,
}
self.logger.info("%s: 完成,统计=%s", task_code, result["counts"])
return result
# ------------------------------------------------------------------ 辅助方法
def _build_context(self, cursor_data: dict | None) -> TaskContext:
window_start, window_end, window_minutes = self._get_time_window(cursor_data)
return TaskContext(
store_id=self.config.get("app.store_id"),
window_start=window_start,
window_end=window_end,
window_minutes=window_minutes,
cursor=cursor_data,
)
def _get_time_window(self, cursor_data: dict = None) -> tuple:
"""计算时间窗口"""
now = datetime.now(self.tz)
# 判断是否在闲时窗口
idle_start = self.config.get("run.idle_window.start", "04:00")
idle_end = self.config.get("run.idle_window.end", "16:00")
is_idle = self._is_in_idle_window(now, idle_start, idle_end)
# 获取窗口大小
if is_idle:
window_minutes = self.config.get("run.window_minutes.default_idle", 180)
else:
window_minutes = self.config.get("run.window_minutes.default_busy", 30)
# 计算窗口
overlap_seconds = self.config.get("run.overlap_seconds", 120)
if cursor_data and cursor_data.get("last_end"):
window_start = cursor_data["last_end"] - timedelta(seconds=overlap_seconds)
else:
window_start = now - timedelta(minutes=window_minutes)
window_end = now
return window_start, window_end, window_minutes
def _is_in_idle_window(self, dt: datetime, start_time: str, end_time: str) -> bool:
"""判断是否在闲时窗口"""
current_time = dt.strftime("%H:%M")
return start_time <= current_time <= end_time
def _merge_common_params(self, base: dict) -> dict:
"""
合并全局/任务级参数池便于在配置中统一覆<E4B880>?/追加过滤条件。
支持:
- api.params 下的通用键<E794A8>?
- api.params.<task_code_lower> 下的任务级键<E7BAA7>?
"""
merged: dict = {}
common = self.config.get("api.params", {}) or {}
if isinstance(common, dict):
merged.update(common)
task_key = f"api.params.{self.get_task_code().lower()}"
scoped = self.config.get(task_key, {}) or {}
if isinstance(scoped, dict):
merged.update(scoped)
merged.update(base)
return merged
def _build_result(self, status: str, counts: dict) -> dict:
"""构建结果字典"""
return {
"status": status,
"counts": counts
}
return {"status": status, "counts": counts}