添加环境变量映射,支持完整性检查任务和工具类任务的执行

This commit is contained in:
Neo
2026-01-19 22:37:17 +08:00
parent 7ca19a4a2c
commit 8b98fcea1f
5 changed files with 465 additions and 0 deletions

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@@ -42,11 +42,20 @@ ENV_MAP = {
"ALLOW_EMPTY_ADVANCE": ("run.allow_empty_result_advance",),
"WINDOW_START": ("run.window_override.start",),
"WINDOW_END": ("run.window_override.end",),
"WINDOW_SPLIT_UNIT": ("run.window_split.unit",),
"WINDOW_COMPENSATION_HOURS": ("run.window_split.compensation_hours",),
"PIPELINE_FLOW": ("pipeline.flow",),
"JSON_FETCH_ROOT": ("pipeline.fetch_root",),
"JSON_SOURCE_DIR": ("pipeline.ingest_source_dir",),
"FETCH_ROOT": ("pipeline.fetch_root",),
"INGEST_SOURCE_DIR": ("pipeline.ingest_source_dir",),
"INTEGRITY_MODE": ("integrity.mode",),
"INTEGRITY_HISTORY_START": ("integrity.history_start",),
"INTEGRITY_HISTORY_END": ("integrity.history_end",),
"INTEGRITY_INCLUDE_DIMENSIONS": ("integrity.include_dimensions",),
"INTEGRITY_AUTO_CHECK": ("integrity.auto_check",),
"INTEGRITY_AUTO_BACKFILL": ("integrity.auto_backfill",),
"INTEGRITY_ODS_TASK_CODES": ("integrity.ods_task_codes",),
}

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@@ -0,0 +1,179 @@
# -*- coding: utf-8 -*-
"""任务数据模型"""
from dataclasses import dataclass, field
from datetime import datetime
from enum import Enum
from typing import Optional, List, Dict, Any
class TaskStatus(Enum):
"""任务状态枚举"""
PENDING = "pending" # 待执行
RUNNING = "running" # 执行中
SUCCESS = "success" # 成功
FAILED = "failed" # 失败
CANCELLED = "cancelled" # 已取消
class TaskCategory(Enum):
"""任务分类"""
ODS = "ODS" # ODS 数据抓取任务
DWD = "DWD" # DWD 装载任务
DWS = "DWS" # DWS 汇总任务
SCHEMA = "Schema" # Schema 初始化任务
QUALITY = "Quality" # 质量检查任务
OTHER = "Other" # 其他任务
# 任务分类映射
TASK_CATEGORIES: Dict[str, TaskCategory] = {
# ODS 任务
"ODS_PAYMENT": TaskCategory.ODS,
"ODS_MEMBER": TaskCategory.ODS,
"ODS_MEMBER_CARD": TaskCategory.ODS,
"ODS_MEMBER_BALANCE": TaskCategory.ODS,
"ODS_SETTLEMENT_RECORDS": TaskCategory.ODS,
"ODS_TABLE_USE": TaskCategory.ODS,
"ODS_ASSISTANT_ACCOUNT": TaskCategory.ODS,
"ODS_ASSISTANT_LEDGER": TaskCategory.ODS,
"ODS_ASSISTANT_ABOLISH": TaskCategory.ODS,
"ODS_REFUND": TaskCategory.ODS,
"ODS_PLATFORM_COUPON": TaskCategory.ODS,
"ODS_RECHARGE_SETTLE": TaskCategory.ODS,
"ODS_GROUP_PACKAGE": TaskCategory.ODS,
"ODS_GROUP_BUY_REDEMPTION": TaskCategory.ODS,
"ODS_INVENTORY_STOCK": TaskCategory.ODS,
"ODS_INVENTORY_CHANGE": TaskCategory.ODS,
"ODS_TABLES": TaskCategory.ODS,
"ODS_GOODS_CATEGORY": TaskCategory.ODS,
"ODS_STORE_GOODS": TaskCategory.ODS,
"ODS_STORE_GOODS_SALES": TaskCategory.ODS,
"ODS_TABLE_FEE_DISCOUNT": TaskCategory.ODS,
"ODS_TENANT_GOODS": TaskCategory.ODS,
"ODS_SETTLEMENT_TICKET": TaskCategory.ODS,
# DWD 任务
"DWD_LOAD_FROM_ODS": TaskCategory.DWD,
"DWD_QUALITY_CHECK": TaskCategory.QUALITY,
"PAYMENTS_DWD": TaskCategory.DWD,
"MEMBERS_DWD": TaskCategory.DWD,
"TICKET_DWD": TaskCategory.DWD,
# DWS 任务
"INIT_DWS_SCHEMA": TaskCategory.SCHEMA,
"DWS_BUILD_ORDER_SUMMARY": TaskCategory.DWS,
# Schema 任务
"INIT_ODS_SCHEMA": TaskCategory.SCHEMA,
"INIT_DWD_SCHEMA": TaskCategory.SCHEMA,
# 其他任务
"MANUAL_INGEST": TaskCategory.OTHER,
"CHECK_CUTOFF": TaskCategory.OTHER,
"DATA_INTEGRITY_CHECK": TaskCategory.QUALITY,
"ODS_JSON_ARCHIVE": TaskCategory.OTHER,
# 旧版任务(兼容)
"PRODUCTS": TaskCategory.ODS,
"TABLES": TaskCategory.ODS,
"MEMBERS": TaskCategory.ODS,
"ASSISTANTS": TaskCategory.ODS,
"PACKAGES_DEF": TaskCategory.ODS,
"ORDERS": TaskCategory.ODS,
"PAYMENTS": TaskCategory.ODS,
"REFUNDS": TaskCategory.ODS,
"COUPON_USAGE": TaskCategory.ODS,
"INVENTORY_CHANGE": TaskCategory.ODS,
"TOPUPS": TaskCategory.ODS,
"TABLE_DISCOUNT": TaskCategory.ODS,
"ASSISTANT_ABOLISH": TaskCategory.ODS,
"LEDGER": TaskCategory.ODS,
}
def get_task_category(task_code: str) -> TaskCategory:
"""获取任务分类"""
return TASK_CATEGORIES.get(task_code.upper(), TaskCategory.OTHER)
@dataclass
class TaskItem:
"""任务项"""
task_code: str
name: str = ""
description: str = ""
category: TaskCategory = TaskCategory.OTHER
enabled: bool = True
def __post_init__(self):
if not self.name:
self.name = self.task_code
if not self.category or self.category == TaskCategory.OTHER:
self.category = get_task_category(self.task_code)
@dataclass
class TaskConfig:
"""任务执行配置"""
tasks: List[str] = field(default_factory=list)
pipeline_flow: str = "FULL" # FULL, FETCH_ONLY, INGEST_ONLY
dry_run: bool = False
window_start: Optional[str] = None
window_end: Optional[str] = None
window_split: Optional[str] = None # none, month
window_compensation: int = 0 # 补偿小时数
ingest_source: Optional[str] = None
store_id: Optional[int] = None
pg_dsn: Optional[str] = None
api_token: Optional[str] = None
extra_args: Dict[str, Any] = field(default_factory=dict)
env_vars: Dict[str, str] = field(default_factory=dict) # 额外环境变量
@dataclass
class TaskHistory:
"""任务执行历史"""
id: str
task_codes: List[str]
status: TaskStatus
start_time: datetime
end_time: Optional[datetime] = None
exit_code: Optional[int] = None
command: str = ""
output_log: str = ""
error_message: str = ""
summary: Dict[str, Any] = field(default_factory=dict)
@property
def duration_seconds(self) -> Optional[float]:
"""执行时长(秒)"""
if self.end_time and self.start_time:
return (self.end_time - self.start_time).total_seconds()
return None
@property
def duration_str(self) -> str:
"""格式化的执行时长"""
secs = self.duration_seconds
if secs is None:
return "-"
if secs < 60:
return f"{secs:.1f}"
elif secs < 3600:
mins = int(secs // 60)
secs = secs % 60
return f"{mins}{secs:.0f}"
else:
hours = int(secs // 3600)
mins = int((secs % 3600) // 60)
return f"{hours}{mins}"
@dataclass
class QueuedTask:
"""队列中的任务"""
id: str
config: TaskConfig
status: TaskStatus = TaskStatus.PENDING
created_at: datetime = field(default_factory=datetime.now)
started_at: Optional[datetime] = None
finished_at: Optional[datetime] = None
output: str = ""
error: str = ""
exit_code: Optional[int] = None

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@@ -0,0 +1,175 @@
# -*- coding: utf-8 -*-
"""任务执行工作线程"""
import subprocess
import sys
import os
from pathlib import Path
from typing import List, Optional, Dict
from PySide6.QtCore import QThread, Signal
from ..utils.app_settings import app_settings
class TaskWorker(QThread):
"""任务执行工作线程"""
# 信号
output_received = Signal(str) # 收到输出行
task_finished = Signal(int, str) # 任务完成 (exit_code, summary)
error_occurred = Signal(str) # 发生错误
progress_updated = Signal(int, int) # 进度更新 (current, total)
def __init__(self, command: List[str], working_dir: Optional[str] = None,
extra_env: Optional[Dict[str, str]] = None, parent=None):
super().__init__(parent)
self.command = command
self.extra_env = extra_env or {}
# 工作目录优先级: 参数 > 应用设置 > 自动检测
if working_dir is not None:
self.working_dir = working_dir
elif app_settings.etl_project_path:
self.working_dir = app_settings.etl_project_path
else:
# 回退到源码目录
self.working_dir = str(Path(__file__).resolve().parents[2])
self.process: Optional[subprocess.Popen] = None
self._stop_requested = False
self._exit_code: Optional[int] = None
self._output_lines: List[str] = []
def run(self):
"""执行任务"""
try:
self._stop_requested = False
self._output_lines = []
# 设置环境变量
env = os.environ.copy()
env["PYTHONIOENCODING"] = "utf-8"
env["PYTHONUNBUFFERED"] = "1"
# 添加项目根目录到 PYTHONPATH
project_root = self.working_dir
existing_path = env.get("PYTHONPATH", "")
if existing_path:
env["PYTHONPATH"] = f"{project_root}{os.pathsep}{existing_path}"
else:
env["PYTHONPATH"] = project_root
# 添加额外的环境变量
if self.extra_env:
for key, value in self.extra_env.items():
env[key] = str(value)
self.output_received.emit(f"[环境变量] {key}={value}")
self.output_received.emit(f"[工作目录] {self.working_dir}")
self.output_received.emit(f"[执行命令] {' '.join(self.command)}")
# 启动进程
self.process = subprocess.Popen(
self.command,
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
text=True,
encoding="utf-8",
errors="replace",
cwd=self.working_dir,
env=env,
creationflags=subprocess.CREATE_NO_WINDOW if sys.platform == "win32" else 0,
)
# 读取输出
if self.process.stdout:
for line in iter(self.process.stdout.readline, ""):
if self._stop_requested:
break
line = line.rstrip("\n\r")
if line:
self._output_lines.append(line)
self.output_received.emit(line)
# 解析进度信息(如果有)
self._parse_progress(line)
# 等待进程结束
if self.process:
self.process.wait()
self._exit_code = self.process.returncode
# 生成摘要
summary = self._generate_summary()
self.task_finished.emit(self._exit_code or 0, summary)
except FileNotFoundError as e:
self.error_occurred.emit(f"找不到 Python 解释器: {e}")
self.task_finished.emit(-1, f"执行失败: {e}")
except Exception as e:
self.error_occurred.emit(f"执行出错: {e}")
self.task_finished.emit(-1, f"执行失败: {e}")
finally:
self.process = None
def stop(self):
"""停止任务"""
self._stop_requested = True
if self.process:
try:
self.process.terminate()
# 给进程一些时间来终止
try:
self.process.wait(timeout=5)
except subprocess.TimeoutExpired:
self.process.kill()
except Exception:
pass
def _parse_progress(self, line: str):
"""解析进度信息"""
# 尝试从日志中解析进度
# 示例: "[INFO] 处理进度: 50/100"
import re
match = re.search(r'进度[:\s]*(\d+)/(\d+)', line)
if match:
current = int(match.group(1))
total = int(match.group(2))
self.progress_updated.emit(current, total)
def _generate_summary(self) -> str:
"""生成执行摘要"""
if not self._output_lines:
return "无输出"
# 查找关键信息
summary_parts = []
for line in self._output_lines[-20:]: # 只看最后 20 行
line_lower = line.lower()
if "success" in line_lower or "完成" in line or "成功" in line:
summary_parts.append(line)
elif "error" in line_lower or "失败" in line or "错误" in line:
summary_parts.append(line)
elif "inserted" in line_lower or "updated" in line_lower:
summary_parts.append(line)
elif "fetched" in line_lower or "抓取" in line:
summary_parts.append(line)
if summary_parts:
return "\n".join(summary_parts[-5:]) # 最多返回 5 行
# 如果没有找到关键信息,返回最后一行
return self._output_lines[-1] if self._output_lines else "执行完成"
@property
def exit_code(self) -> Optional[int]:
"""获取退出码"""
return self._exit_code
@property
def output(self) -> str:
"""获取完整输出"""
return "\n".join(self._output_lines)

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@@ -129,6 +129,13 @@ class ETLScheduler:
# ------------------------------------------------------------------ internals
def _run_single_task(self, task_code: str, run_uuid: str, store_id: int):
"""单个任务的抓取/清洗编排。"""
task_code_upper = task_code.upper()
# 工具类任务:直接执行,不记录 cursor/run
if task_code_upper in self.NO_DB_CONFIG_TASKS:
self._run_utility_task(task_code_upper, store_id)
return
task_cfg = self._load_task_config(task_code, store_id)
if not task_cfg:
self.logger.warning("任务 %s 未启用或不存在", task_code)
@@ -183,6 +190,7 @@ class ETLScheduler:
window_end=window.get("end"),
run_id=run_id,
)
self._maybe_run_integrity_check(task_code, window)
return
if self._flow_includes_fetch():
@@ -221,6 +229,7 @@ class ETLScheduler:
window_end=window.get("end"),
run_id=run_id,
)
self._maybe_run_integrity_check(task_code, window)
except Exception as exc: # noqa: BLE001
self.run_tracker.update_run(
@@ -322,6 +331,53 @@ class ETLScheduler:
def _flow_includes_ingest(self) -> bool:
return self.pipeline_flow in {"INGEST_ONLY", "FULL"}
# 不需要数据库配置即可运行的任务(工具类/初始化类)
NO_DB_CONFIG_TASKS = {
# Schema 初始化任务
"INIT_ODS_SCHEMA",
"INIT_DWD_SCHEMA",
"INIT_DWS_SCHEMA",
# 质量检查任务
"DATA_INTEGRITY_CHECK",
"DWD_QUALITY_CHECK",
# 工具任务
"CHECK_CUTOFF",
"MANUAL_INGEST",
"ODS_JSON_ARCHIVE",
# DWS 汇总任务
"DWS_BUILD_ORDER_SUMMARY",
}
def _run_utility_task(self, task_code: str, store_id: int):
"""
执行工具类任务(不记录 cursor/run直接执行
这些任务不需要游标管理和运行跟踪。
"""
self.logger.info("%s: 开始执行工具类任务", task_code)
try:
# 创建任务实例(不需要 API client使用 None
task = self.task_registry.create_task(
task_code, self.config, self.db_ops, None, self.logger
)
# 执行任务(工具类任务通常不需要 cursor_data
result = task.execute(None)
status = (result.get("status") or "").upper() if isinstance(result, dict) else "SUCCESS"
if status == "SUCCESS":
self.logger.info("%s: 工具类任务执行成功", task_code)
if isinstance(result, dict):
counts = result.get("counts", {})
if counts:
self.logger.info("%s: 结果统计: %s", task_code, counts)
else:
self.logger.warning("%s: 工具类任务执行结果: %s", task_code, status)
except Exception as exc:
self.logger.error("%s: 工具类任务执行失败: %s", task_code, exc, exc_info=True)
raise
def _load_task_config(self, task_code: str, store_id: int) -> dict | None:
"""从数据库加载任务配置。"""
sql = """
@@ -334,6 +390,45 @@ class ETLScheduler:
rows = self.db_conn.query(sql, (store_id, task_code))
return rows[0] if rows else None
def _maybe_run_integrity_check(self, task_code: str, window: dict | None) -> None:
if not self.config.get("integrity.auto_check", False):
return
if str(task_code or "").upper() != "DWD_LOAD_FROM_ODS":
return
if not isinstance(window, dict):
return
window_start = window.get("start")
window_end = window.get("end")
if not window_start or not window_end:
return
try:
from quality.integrity_checker import IntegrityWindow, run_integrity_window
include_dimensions = bool(self.config.get("integrity.include_dimensions", False))
task_codes = str(self.config.get("integrity.ods_task_codes", "") or "").strip()
report = run_integrity_window(
cfg=self.config,
window=IntegrityWindow(
start=window_start,
end=window_end,
label="etl_window",
granularity="window",
),
include_dimensions=include_dimensions,
task_codes=task_codes,
logger=self.logger,
write_report=True,
)
self.logger.info(
"Integrity check done: report=%s missing=%s errors=%s",
report.get("report_path"),
report.get("api_to_ods", {}).get("total_missing"),
report.get("api_to_ods", {}).get("total_errors"),
)
except Exception as exc: # noqa: BLE001
self.logger.warning("Integrity check failed: %s", exc, exc_info=True)
def close(self):
"""关闭连接。"""
self.db_conn.close()

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@@ -3,3 +3,10 @@ psycopg2-binary>=2.9.0
requests>=2.28.0
python-dateutil>=2.8.0
tzdata>=2023.0
flask>=2.3
# GUI 依赖
PySide6>=6.5.0
# 打包工具 (可选,仅打包 EXE 时需要)
# pyinstaller>=6.0.0