1500 lines
51 KiB
Python
1500 lines
51 KiB
Python
#!/usr/bin/env python3
|
||
"""
|
||
InsightFlow Workflow Manager - Phase 7
|
||
智能工作流自动化模块
|
||
- 定时任务调度（APScheduler）
|
||
- 自动分析新上传文件
|
||
- 自动实体对齐和关系发现
|
||
- Webhook 通知系统（飞书、钉钉、Slack）
|
||
- 工作流配置管理
|
||
"""
|
||
|
||
import asyncio
|
||
import base64
|
||
import hashlib
|
||
import hmac
|
||
import json
|
||
import logging
|
||
import urllib.parse
|
||
import uuid
|
||
from collections.abc import Callable
|
||
from dataclasses import dataclass, field
|
||
from datetime import datetime, timedelta
|
||
from enum import Enum
|
||
from typing import Any
|
||
|
||
import httpx
|
||
from apscheduler.events import EVENT_JOB_ERROR, EVENT_JOB_EXECUTED
|
||
from apscheduler.schedulers.asyncio import AsyncIOScheduler
|
||
from apscheduler.triggers.cron import CronTrigger
|
||
from apscheduler.triggers.interval import IntervalTrigger
|
||
|
||
# Configure logging
|
||
logging.basicConfig(level=logging.INFO)
|
||
logger = logging.getLogger(__name__)
|
||
|
||
class WorkflowStatus(Enum):
|
||
"""工作流状态"""
|
||
|
||
ACTIVE = "active"
|
||
PAUSED = "paused"
|
||
ERROR = "error"
|
||
COMPLETED = "completed"
|
||
|
||
class WorkflowType(Enum):
|
||
"""工作流类型"""
|
||
|
||
AUTO_ANALYZE = "auto_analyze" # 自动分析新文件
|
||
AUTO_ALIGN = "auto_align" # 自动实体对齐
|
||
AUTO_RELATION = "auto_relation" # 自动关系发现
|
||
SCHEDULED_REPORT = "scheduled_report" # 定时报告
|
||
CUSTOM = "custom" # 自定义工作流
|
||
|
||
class WebhookType(Enum):
|
||
"""Webhook 类型"""
|
||
|
||
FEISHU = "feishu"
|
||
DINGTALK = "dingtalk"
|
||
SLACK = "slack"
|
||
CUSTOM = "custom"
|
||
|
||
class TaskStatus(Enum):
|
||
"""任务执行状态"""
|
||
|
||
PENDING = "pending"
|
||
RUNNING = "running"
|
||
SUCCESS = "success"
|
||
FAILED = "failed"
|
||
CANCELLED = "cancelled"
|
||
|
||
@dataclass
|
||
class WorkflowTask:
|
||
"""工作流任务定义"""
|
||
|
||
id: str
|
||
workflow_id: str
|
||
name: str
|
||
task_type: str # analyze, align, discover_relations, notify, custom
|
||
config: dict = field(default_factory=dict)
|
||
order: int = 0
|
||
depends_on: list[str] = field(default_factory=list)
|
||
timeout_seconds: int = 300
|
||
retry_count: int = 3
|
||
retry_delay: int = 5
|
||
created_at: str = ""
|
||
updated_at: str = ""
|
||
|
||
def __post_init__(self):
|
||
if not self.created_at:
|
||
self.created_at = datetime.now().isoformat()
|
||
if not self.updated_at:
|
||
self.updated_at = self.created_at
|
||
|
||
@dataclass
|
||
class WebhookConfig:
|
||
"""Webhook 配置"""
|
||
|
||
id: str
|
||
name: str
|
||
webhook_type: str # feishu, dingtalk, slack, custom
|
||
url: str
|
||
secret: str = "" # 用于签名验证
|
||
headers: dict = field(default_factory=dict)
|
||
template: str = "" # 消息模板
|
||
is_active: bool = True
|
||
created_at: str = ""
|
||
updated_at: str = ""
|
||
last_used_at: str | None = None
|
||
success_count: int = 0
|
||
fail_count: int = 0
|
||
|
||
def __post_init__(self):
|
||
if not self.created_at:
|
||
self.created_at = datetime.now().isoformat()
|
||
if not self.updated_at:
|
||
self.updated_at = self.created_at
|
||
|
||
@dataclass
|
||
class Workflow:
|
||
"""工作流定义"""
|
||
|
||
id: str
|
||
name: str
|
||
description: str
|
||
workflow_type: str
|
||
project_id: str
|
||
status: str = "active"
|
||
schedule: str | None = None # cron expression or interval
|
||
schedule_type: str = "manual" # manual, cron, interval
|
||
config: dict = field(default_factory=dict)
|
||
webhook_ids: list[str] = field(default_factory=list)
|
||
is_active: bool = True
|
||
created_at: str = ""
|
||
updated_at: str = ""
|
||
last_run_at: str | None = None
|
||
next_run_at: str | None = None
|
||
run_count: int = 0
|
||
success_count: int = 0
|
||
fail_count: int = 0
|
||
|
||
def __post_init__(self):
|
||
if not self.created_at:
|
||
self.created_at = datetime.now().isoformat()
|
||
if not self.updated_at:
|
||
self.updated_at = self.created_at
|
||
|
||
@dataclass
|
||
class WorkflowLog:
|
||
"""工作流执行日志"""
|
||
|
||
id: str
|
||
workflow_id: str
|
||
task_id: str | None = None
|
||
status: str = "pending" # pending, running, success, failed, cancelled
|
||
start_time: str | None = None
|
||
end_time: str | None = None
|
||
duration_ms: int = 0
|
||
input_data: dict = field(default_factory=dict)
|
||
output_data: dict = field(default_factory=dict)
|
||
error_message: str = ""
|
||
created_at: str = ""
|
||
|
||
def __post_init__(self):
|
||
if not self.created_at:
|
||
self.created_at = datetime.now().isoformat()
|
||
|
||
class WebhookNotifier:
|
||
"""Webhook 通知器 - 支持飞书、钉钉、Slack"""
|
||
|
||
def __init__(self):
|
||
self.http_client = httpx.AsyncClient(timeout=30.0)
|
||
|
||
async def send(self, config: WebhookConfig, message: dict) -> bool:
|
||
"""发送 Webhook 通知"""
|
||
try:
|
||
webhook_type = WebhookType(config.webhook_type)
|
||
|
||
if webhook_type == WebhookType.FEISHU:
|
||
return await self._send_feishu(config, message)
|
||
elif webhook_type == WebhookType.DINGTALK:
|
||
return await self._send_dingtalk(config, message)
|
||
elif webhook_type == WebhookType.SLACK:
|
||
return await self._send_slack(config, message)
|
||
else:
|
||
return await self._send_custom(config, message)
|
||
|
||
except (TimeoutError, httpx.HTTPError) as e:
|
||
logger.error(f"Webhook send failed: {e}")
|
||
return False
|
||
|
||
async def _send_feishu(self, config: WebhookConfig, message: dict) -> bool:
|
||
"""发送飞书通知"""
|
||
timestamp = str(int(datetime.now().timestamp()))
|
||
|
||
# 签名计算
|
||
if config.secret:
|
||
string_to_sign = f"{timestamp}\n{config.secret}"
|
||
hmac_code = hmac.new(string_to_sign.encode("utf-8"), digestmod=hashlib.sha256).digest()
|
||
sign = base64.b64encode(hmac_code).decode("utf-8")
|
||
else:
|
||
sign = ""
|
||
|
||
# 构建消息体
|
||
if "content" in message:
|
||
# 文本消息
|
||
payload = {
|
||
"timestamp": timestamp,
|
||
"sign": sign,
|
||
"msg_type": "text",
|
||
"content": {"text": message["content"]},
|
||
}
|
||
elif "title" in message:
|
||
# 富文本消息
|
||
payload = {
|
||
"timestamp": timestamp,
|
||
"sign": sign,
|
||
"msg_type": "post",
|
||
"content": {
|
||
"post": {
|
||
"zh_cn": {
|
||
"title": message.get("title", ""),
|
||
"content": message.get("body", []),
|
||
}
|
||
}
|
||
},
|
||
}
|
||
else:
|
||
# 卡片消息
|
||
payload = {
|
||
"timestamp": timestamp,
|
||
"sign": sign,
|
||
"msg_type": "interactive",
|
||
"card": message.get("card", {}),
|
||
}
|
||
|
||
headers = {"Content-Type": "application/json", **config.headers}
|
||
|
||
response = await self.http_client.post(config.url, json=payload, headers=headers)
|
||
response.raise_for_status()
|
||
result = response.json()
|
||
|
||
return result.get("code") == 0
|
||
|
||
async def _send_dingtalk(self, config: WebhookConfig, message: dict) -> bool:
|
||
"""发送钉钉通知"""
|
||
timestamp = str(round(datetime.now().timestamp() * 1000))
|
||
|
||
# 签名计算
|
||
if config.secret:
|
||
secret_enc = config.secret.encode("utf-8")
|
||
string_to_sign = f"{timestamp}\n{config.secret}"
|
||
hmac_code = hmac.new(
|
||
secret_enc, string_to_sign.encode("utf-8"), digestmod=hashlib.sha256
|
||
).digest()
|
||
sign = urllib.parse.quote_plus(base64.b64encode(hmac_code))
|
||
url = f"{config.url}×tamp={timestamp}&sign={sign}"
|
||
else:
|
||
url = config.url
|
||
|
||
# 构建消息体
|
||
if "content" in message:
|
||
payload = {"msgtype": "text", "text": {"content": message["content"]}}
|
||
elif "title" in message:
|
||
payload = {
|
||
"msgtype": "markdown",
|
||
"markdown": {"title": message["title"], "text": message.get("markdown", "")},
|
||
}
|
||
elif "link" in message:
|
||
payload = {
|
||
"msgtype": "link",
|
||
"link": {
|
||
"text": message.get("text", ""),
|
||
"title": message["title"],
|
||
"picUrl": message.get("pic_url", ""),
|
||
"messageUrl": message["link"],
|
||
},
|
||
}
|
||
else:
|
||
payload = {"msgtype": "action_card", "action_card": message.get("action_card", {})}
|
||
|
||
headers = {"Content-Type": "application/json", **config.headers}
|
||
|
||
response = await self.http_client.post(url, json=payload, headers=headers)
|
||
response.raise_for_status()
|
||
result = response.json()
|
||
|
||
return result.get("errcode") == 0
|
||
|
||
async def _send_slack(self, config: WebhookConfig, message: dict) -> bool:
|
||
"""发送 Slack 通知"""
|
||
# Slack 直接支持标准 webhook 格式
|
||
payload = {
|
||
"text": message.get("content", message.get("text", "")),
|
||
}
|
||
|
||
if "blocks" in message:
|
||
payload["blocks"] = message["blocks"]
|
||
|
||
if "attachments" in message:
|
||
payload["attachments"] = message["attachments"]
|
||
|
||
headers = {"Content-Type": "application/json", **config.headers}
|
||
|
||
response = await self.http_client.post(config.url, json=payload, headers=headers)
|
||
response.raise_for_status()
|
||
|
||
return response.text == "ok"
|
||
|
||
async def _send_custom(self, config: WebhookConfig, message: dict) -> bool:
|
||
"""发送自定义 Webhook 通知"""
|
||
headers = {"Content-Type": "application/json", **config.headers}
|
||
|
||
response = await self.http_client.post(config.url, json=message, headers=headers)
|
||
response.raise_for_status()
|
||
|
||
return True
|
||
|
||
async def close(self):
|
||
"""关闭 HTTP 客户端"""
|
||
await self.http_client.aclose()
|
||
|
||
class WorkflowManager:
|
||
"""工作流管理器 - 核心管理类"""
|
||
|
||
# 默认配置常量
|
||
DEFAULT_TIMEOUT: int = 300
|
||
DEFAULT_RETRY_COUNT: int = 3
|
||
DEFAULT_RETRY_DELAY: int = 5
|
||
|
||
def __init__(self, db_manager=None):
|
||
self.db = db_manager
|
||
self.scheduler = AsyncIOScheduler()
|
||
self.notifier = WebhookNotifier()
|
||
self._task_handlers: dict[str, Callable] = {}
|
||
self._running_tasks: dict[str, asyncio.Task] = {}
|
||
self._setup_default_handlers()
|
||
|
||
# 添加调度器事件监听
|
||
self.scheduler.add_listener(self._on_job_executed, EVENT_JOB_EXECUTED | EVENT_JOB_ERROR)
|
||
|
||
def _setup_default_handlers(self) -> None:
|
||
"""设置默认的任务处理器"""
|
||
self._task_handlers = {
|
||
"analyze": self._handle_analyze_task,
|
||
"align": self._handle_align_task,
|
||
"discover_relations": self._handle_discover_relations_task,
|
||
"notify": self._handle_notify_task,
|
||
"custom": self._handle_custom_task,
|
||
}
|
||
|
||
def register_task_handler(self, task_type: str, handler: Callable) -> None:
|
||
"""注册自定义任务处理器"""
|
||
self._task_handlers[task_type] = handler
|
||
|
||
def start(self) -> None:
|
||
"""启动工作流管理器"""
|
||
if not self.scheduler.running:
|
||
self.scheduler.start()
|
||
logger.info("Workflow scheduler started")
|
||
|
||
# 加载并调度所有活跃的工作流
|
||
if self.db:
|
||
asyncio.create_task(self._load_and_schedule_workflows())
|
||
|
||
def stop(self) -> None:
|
||
"""停止工作流管理器"""
|
||
if self.scheduler.running:
|
||
self.scheduler.shutdown(wait=True)
|
||
logger.info("Workflow scheduler stopped")
|
||
|
||
async def _load_and_schedule_workflows(self):
|
||
"""从数据库加载并调度所有活跃工作流"""
|
||
try:
|
||
workflows = self.list_workflows(status="active")
|
||
for workflow in workflows:
|
||
if workflow.schedule and workflow.is_active:
|
||
self._schedule_workflow(workflow)
|
||
except (TimeoutError, httpx.HTTPError) as e:
|
||
logger.error(f"Failed to load workflows: {e}")
|
||
|
||
def _schedule_workflow(self, workflow: Workflow) -> None:
|
||
"""调度工作流"""
|
||
job_id = f"workflow_{workflow.id}"
|
||
|
||
# 移除已存在的任务
|
||
if self.scheduler.get_job(job_id):
|
||
self.scheduler.remove_job(job_id)
|
||
|
||
if workflow.schedule_type == "cron":
|
||
# Cron 表达式调度
|
||
trigger = CronTrigger.from_crontab(workflow.schedule)
|
||
elif workflow.schedule_type == "interval":
|
||
# 间隔调度
|
||
interval_minutes = int(workflow.schedule)
|
||
trigger = IntervalTrigger(minutes=interval_minutes)
|
||
else:
|
||
return
|
||
|
||
self.scheduler.add_job(
|
||
func=self._execute_workflow_job,
|
||
trigger=trigger,
|
||
id=job_id,
|
||
args=[workflow.id],
|
||
replace_existing=True,
|
||
max_instances=1,
|
||
coalesce=True,
|
||
)
|
||
|
||
logger.info(
|
||
f"Scheduled workflow {workflow.id} ({workflow.name}) with {workflow.schedule_type}"
|
||
)
|
||
|
||
async def _execute_workflow_job(self, workflow_id: str):
|
||
"""调度器调用的工作流执行函数"""
|
||
try:
|
||
await self.execute_workflow(workflow_id)
|
||
except (TimeoutError, httpx.HTTPError) as e:
|
||
logger.error(f"Scheduled workflow execution failed: {e}")
|
||
|
||
def _on_job_executed(self, event) -> None:
|
||
"""调度器事件处理"""
|
||
if event.exception:
|
||
logger.error(f"Job {event.job_id} failed: {event.exception}")
|
||
else:
|
||
logger.info(f"Job {event.job_id} executed successfully")
|
||
|
||
# ==================== Workflow CRUD ====================
|
||
|
||
def create_workflow(self, workflow: Workflow) -> Workflow:
|
||
"""创建工作流"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conn.execute(
|
||
"""INSERT INTO workflows
|
||
(id, name, description, workflow_type, project_id, status,
|
||
schedule, schedule_type, config, webhook_ids, is_active,
|
||
created_at, updated_at, last_run_at, next_run_at,
|
||
run_count, success_count, fail_count)
|
||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
|
||
(
|
||
workflow.id,
|
||
workflow.name,
|
||
workflow.description,
|
||
workflow.workflow_type,
|
||
workflow.project_id,
|
||
workflow.status,
|
||
workflow.schedule,
|
||
workflow.schedule_type,
|
||
json.dumps(workflow.config),
|
||
json.dumps(workflow.webhook_ids),
|
||
workflow.is_active,
|
||
workflow.created_at,
|
||
workflow.updated_at,
|
||
workflow.last_run_at,
|
||
workflow.next_run_at,
|
||
workflow.run_count,
|
||
workflow.success_count,
|
||
workflow.fail_count,
|
||
),
|
||
)
|
||
conn.commit()
|
||
|
||
# 如果设置了调度，立即调度
|
||
if workflow.schedule and workflow.is_active:
|
||
self._schedule_workflow(workflow)
|
||
|
||
return workflow
|
||
finally:
|
||
conn.close()
|
||
|
||
def get_workflow(self, workflow_id: str) -> Workflow | None:
|
||
"""获取工作流"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
row = conn.execute("SELECT * FROM workflows WHERE id = ?", (workflow_id,)).fetchone()
|
||
|
||
if not row:
|
||
return None
|
||
|
||
return self._row_to_workflow(row)
|
||
finally:
|
||
conn.close()
|
||
|
||
def list_workflows(
|
||
self, project_id: str = None, status: str = None, workflow_type: str = None
|
||
) -> list[Workflow]:
|
||
"""列出工作流"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conditions = []
|
||
params = []
|
||
|
||
if project_id:
|
||
conditions.append("project_id = ?")
|
||
params.append(project_id)
|
||
if status:
|
||
conditions.append("status = ?")
|
||
params.append(status)
|
||
if workflow_type:
|
||
conditions.append("workflow_type = ?")
|
||
params.append(workflow_type)
|
||
|
||
where_clause = " AND ".join(conditions) if conditions else "1=1"
|
||
|
||
rows = conn.execute(
|
||
f"SELECT * FROM workflows WHERE {where_clause} ORDER BY created_at DESC", params
|
||
).fetchall()
|
||
|
||
return [self._row_to_workflow(row) for row in rows]
|
||
finally:
|
||
conn.close()
|
||
|
||
def update_workflow(self, workflow_id: str, **kwargs) -> Workflow | None:
|
||
"""更新工作流"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
allowed_fields = [
|
||
"name",
|
||
"description",
|
||
"status",
|
||
"schedule",
|
||
"schedule_type",
|
||
"is_active",
|
||
"config",
|
||
"webhook_ids",
|
||
]
|
||
updates = []
|
||
values = []
|
||
|
||
for f in allowed_fields:
|
||
if f in kwargs:
|
||
updates.append(f"{f} = ?")
|
||
if f in ["config", "webhook_ids"]:
|
||
values.append(json.dumps(kwargs[f]))
|
||
else:
|
||
values.append(kwargs[f])
|
||
|
||
if not updates:
|
||
return self.get_workflow(workflow_id)
|
||
|
||
updates.append("updated_at = ?")
|
||
values.append(datetime.now().isoformat())
|
||
values.append(workflow_id)
|
||
|
||
query = f"UPDATE workflows SET {', '.join(updates)} WHERE id = ?"
|
||
conn.execute(query, values)
|
||
conn.commit()
|
||
|
||
# 重新调度
|
||
workflow = self.get_workflow(workflow_id)
|
||
if workflow and workflow.schedule and workflow.is_active:
|
||
self._schedule_workflow(workflow)
|
||
elif workflow and not workflow.is_active:
|
||
job_id = f"workflow_{workflow_id}"
|
||
if self.scheduler.get_job(job_id):
|
||
self.scheduler.remove_job(job_id)
|
||
|
||
return workflow
|
||
finally:
|
||
conn.close()
|
||
|
||
def delete_workflow(self, workflow_id: str) -> bool:
|
||
"""删除工作流"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
# 移除调度
|
||
job_id = f"workflow_{workflow_id}"
|
||
if self.scheduler.get_job(job_id):
|
||
self.scheduler.remove_job(job_id)
|
||
|
||
# 删除相关任务
|
||
conn.execute("DELETE FROM workflow_tasks WHERE workflow_id = ?", (workflow_id,))
|
||
|
||
# 删除工作流
|
||
conn.execute("DELETE FROM workflows WHERE id = ?", (workflow_id,))
|
||
conn.commit()
|
||
|
||
return True
|
||
finally:
|
||
conn.close()
|
||
|
||
def _row_to_workflow(self, row) -> Workflow:
|
||
"""将数据库行转换为 Workflow 对象"""
|
||
return Workflow(
|
||
id=row["id"],
|
||
name=row["name"],
|
||
description=row["description"] or "",
|
||
workflow_type=row["workflow_type"],
|
||
project_id=row["project_id"],
|
||
status=row["status"],
|
||
schedule=row["schedule"],
|
||
schedule_type=row["schedule_type"],
|
||
config=json.loads(row["config"]) if row["config"] else {},
|
||
webhook_ids=json.loads(row["webhook_ids"]) if row["webhook_ids"] else [],
|
||
is_active=bool(row["is_active"]),
|
||
created_at=row["created_at"],
|
||
updated_at=row["updated_at"],
|
||
last_run_at=row["last_run_at"],
|
||
next_run_at=row["next_run_at"],
|
||
run_count=row["run_count"] or 0,
|
||
success_count=row["success_count"] or 0,
|
||
fail_count=row["fail_count"] or 0,
|
||
)
|
||
|
||
# ==================== Workflow Task CRUD ====================
|
||
|
||
def create_task(self, task: WorkflowTask) -> WorkflowTask:
|
||
"""创建工作流任务"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conn.execute(
|
||
"""INSERT INTO workflow_tasks
|
||
(id, workflow_id, name, task_type, config, task_order,
|
||
depends_on, timeout_seconds, retry_count, retry_delay,
|
||
created_at, updated_at)
|
||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
|
||
(
|
||
task.id,
|
||
task.workflow_id,
|
||
task.name,
|
||
task.task_type,
|
||
json.dumps(task.config),
|
||
task.order,
|
||
json.dumps(task.depends_on),
|
||
task.timeout_seconds,
|
||
task.retry_count,
|
||
task.retry_delay,
|
||
task.created_at,
|
||
task.updated_at,
|
||
),
|
||
)
|
||
conn.commit()
|
||
return task
|
||
finally:
|
||
conn.close()
|
||
|
||
def get_task(self, task_id: str) -> WorkflowTask | None:
|
||
"""获取任务"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
row = conn.execute("SELECT * FROM workflow_tasks WHERE id = ?", (task_id,)).fetchone()
|
||
|
||
if not row:
|
||
return None
|
||
|
||
return self._row_to_task(row)
|
||
finally:
|
||
conn.close()
|
||
|
||
def list_tasks(self, workflow_id: str) -> list[WorkflowTask]:
|
||
"""列出工作流的所有任务"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
rows = conn.execute(
|
||
"SELECT * FROM workflow_tasks WHERE workflow_id = ? ORDER BY task_order",
|
||
(workflow_id,),
|
||
).fetchall()
|
||
|
||
return [self._row_to_task(row) for row in rows]
|
||
finally:
|
||
conn.close()
|
||
|
||
def update_task(self, task_id: str, **kwargs) -> WorkflowTask | None:
|
||
"""更新任务"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
allowed_fields = [
|
||
"name",
|
||
"task_type",
|
||
"config",
|
||
"task_order",
|
||
"depends_on",
|
||
"timeout_seconds",
|
||
"retry_count",
|
||
"retry_delay",
|
||
]
|
||
updates = []
|
||
values = []
|
||
|
||
for f in allowed_fields:
|
||
if f in kwargs:
|
||
updates.append(f"{f} = ?")
|
||
if f in ["config", "depends_on"]:
|
||
values.append(json.dumps(kwargs[f]))
|
||
else:
|
||
values.append(kwargs[f])
|
||
|
||
if not updates:
|
||
return self.get_task(task_id)
|
||
|
||
updates.append("updated_at = ?")
|
||
values.append(datetime.now().isoformat())
|
||
values.append(task_id)
|
||
|
||
query = f"UPDATE workflow_tasks SET {', '.join(updates)} WHERE id = ?"
|
||
conn.execute(query, values)
|
||
conn.commit()
|
||
|
||
return self.get_task(task_id)
|
||
finally:
|
||
conn.close()
|
||
|
||
def delete_task(self, task_id: str) -> bool:
|
||
"""删除任务"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conn.execute("DELETE FROM workflow_tasks WHERE id = ?", (task_id,))
|
||
conn.commit()
|
||
return True
|
||
finally:
|
||
conn.close()
|
||
|
||
def _row_to_task(self, row) -> WorkflowTask:
|
||
"""将数据库行转换为 WorkflowTask 对象"""
|
||
return WorkflowTask(
|
||
id=row["id"],
|
||
workflow_id=row["workflow_id"],
|
||
name=row["name"],
|
||
task_type=row["task_type"],
|
||
config=json.loads(row["config"]) if row["config"] else {},
|
||
order=row["task_order"] or 0,
|
||
depends_on=json.loads(row["depends_on"]) if row["depends_on"] else [],
|
||
timeout_seconds=row["timeout_seconds"] or 300,
|
||
retry_count=row["retry_count"] or 3,
|
||
retry_delay=row["retry_delay"] or 5,
|
||
created_at=row["created_at"],
|
||
updated_at=row["updated_at"],
|
||
)
|
||
|
||
# ==================== Webhook Config CRUD ====================
|
||
|
||
def create_webhook(self, webhook: WebhookConfig) -> WebhookConfig:
|
||
"""创建 Webhook 配置"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conn.execute(
|
||
"""INSERT INTO webhook_configs
|
||
(id, name, webhook_type, url, secret, headers, template,
|
||
is_active, created_at, updated_at, last_used_at,
|
||
success_count, fail_count)
|
||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
|
||
(
|
||
webhook.id,
|
||
webhook.name,
|
||
webhook.webhook_type,
|
||
webhook.url,
|
||
webhook.secret,
|
||
json.dumps(webhook.headers),
|
||
webhook.template,
|
||
webhook.is_active,
|
||
webhook.created_at,
|
||
webhook.updated_at,
|
||
webhook.last_used_at,
|
||
webhook.success_count,
|
||
webhook.fail_count,
|
||
),
|
||
)
|
||
conn.commit()
|
||
return webhook
|
||
finally:
|
||
conn.close()
|
||
|
||
def get_webhook(self, webhook_id: str) -> WebhookConfig | None:
|
||
"""获取 Webhook 配置"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
row = conn.execute(
|
||
"SELECT * FROM webhook_configs WHERE id = ?", (webhook_id,)
|
||
).fetchone()
|
||
|
||
if not row:
|
||
return None
|
||
|
||
return self._row_to_webhook(row)
|
||
finally:
|
||
conn.close()
|
||
|
||
def list_webhooks(self) -> list[WebhookConfig]:
|
||
"""列出所有 Webhook 配置"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
rows = conn.execute("SELECT * FROM webhook_configs ORDER BY created_at DESC").fetchall()
|
||
|
||
return [self._row_to_webhook(row) for row in rows]
|
||
finally:
|
||
conn.close()
|
||
|
||
def update_webhook(self, webhook_id: str, **kwargs) -> WebhookConfig | None:
|
||
"""更新 Webhook 配置"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
allowed_fields = [
|
||
"name",
|
||
"webhook_type",
|
||
"url",
|
||
"secret",
|
||
"headers",
|
||
"template",
|
||
"is_active",
|
||
]
|
||
updates = []
|
||
values = []
|
||
|
||
for f in allowed_fields:
|
||
if f in kwargs:
|
||
updates.append(f"{f} = ?")
|
||
if f == "headers":
|
||
values.append(json.dumps(kwargs[f]))
|
||
else:
|
||
values.append(kwargs[f])
|
||
|
||
if not updates:
|
||
return self.get_webhook(webhook_id)
|
||
|
||
updates.append("updated_at = ?")
|
||
values.append(datetime.now().isoformat())
|
||
values.append(webhook_id)
|
||
|
||
query = f"UPDATE webhook_configs SET {', '.join(updates)} WHERE id = ?"
|
||
conn.execute(query, values)
|
||
conn.commit()
|
||
|
||
return self.get_webhook(webhook_id)
|
||
finally:
|
||
conn.close()
|
||
|
||
def delete_webhook(self, webhook_id: str) -> bool:
|
||
"""删除 Webhook 配置"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conn.execute("DELETE FROM webhook_configs WHERE id = ?", (webhook_id,))
|
||
conn.commit()
|
||
return True
|
||
finally:
|
||
conn.close()
|
||
|
||
def update_webhook_stats(self, webhook_id: str, success: bool) -> None:
|
||
"""更新 Webhook 统计"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
if success:
|
||
conn.execute(
|
||
"""UPDATE webhook_configs
|
||
SET success_count = success_count + 1, last_used_at = ?
|
||
WHERE id = ?""",
|
||
(datetime.now().isoformat(), webhook_id),
|
||
)
|
||
else:
|
||
conn.execute(
|
||
"""UPDATE webhook_configs
|
||
SET fail_count = fail_count + 1, last_used_at = ?
|
||
WHERE id = ?""",
|
||
(datetime.now().isoformat(), webhook_id),
|
||
)
|
||
conn.commit()
|
||
finally:
|
||
conn.close()
|
||
|
||
def _row_to_webhook(self, row) -> WebhookConfig:
|
||
"""将数据库行转换为 WebhookConfig 对象"""
|
||
return WebhookConfig(
|
||
id=row["id"],
|
||
name=row["name"],
|
||
webhook_type=row["webhook_type"],
|
||
url=row["url"],
|
||
secret=row["secret"] or "",
|
||
headers=json.loads(row["headers"]) if row["headers"] else {},
|
||
template=row["template"] or "",
|
||
is_active=bool(row["is_active"]),
|
||
created_at=row["created_at"],
|
||
updated_at=row["updated_at"],
|
||
last_used_at=row["last_used_at"],
|
||
success_count=row["success_count"] or 0,
|
||
fail_count=row["fail_count"] or 0,
|
||
)
|
||
|
||
# ==================== Workflow Log ====================
|
||
|
||
def create_log(self, log: WorkflowLog) -> WorkflowLog:
|
||
"""创建工作流日志"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conn.execute(
|
||
"""INSERT INTO workflow_logs
|
||
(id, workflow_id, task_id, status, start_time, end_time,
|
||
duration_ms, input_data, output_data, error_message, created_at)
|
||
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
|
||
(
|
||
log.id,
|
||
log.workflow_id,
|
||
log.task_id,
|
||
log.status,
|
||
log.start_time,
|
||
log.end_time,
|
||
log.duration_ms,
|
||
json.dumps(log.input_data),
|
||
json.dumps(log.output_data),
|
||
log.error_message,
|
||
log.created_at,
|
||
),
|
||
)
|
||
conn.commit()
|
||
return log
|
||
finally:
|
||
conn.close()
|
||
|
||
def update_log(self, log_id: str, **kwargs) -> WorkflowLog | None:
|
||
"""更新工作流日志"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
allowed_fields = ["status", "end_time", "duration_ms", "output_data", "error_message"]
|
||
updates = []
|
||
values = []
|
||
|
||
for f in allowed_fields:
|
||
if f in kwargs:
|
||
updates.append(f"{f} = ?")
|
||
if f == "output_data":
|
||
values.append(json.dumps(kwargs[f]))
|
||
else:
|
||
values.append(kwargs[f])
|
||
|
||
if not updates:
|
||
return None
|
||
|
||
values.append(log_id)
|
||
query = f"UPDATE workflow_logs SET {', '.join(updates)} WHERE id = ?"
|
||
conn.execute(query, values)
|
||
conn.commit()
|
||
|
||
return self.get_log(log_id)
|
||
finally:
|
||
conn.close()
|
||
|
||
def get_log(self, log_id: str) -> WorkflowLog | None:
|
||
"""获取日志"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
row = conn.execute("SELECT * FROM workflow_logs WHERE id = ?", (log_id,)).fetchone()
|
||
|
||
if not row:
|
||
return None
|
||
|
||
return self._row_to_log(row)
|
||
finally:
|
||
conn.close()
|
||
|
||
def list_logs(
|
||
self,
|
||
workflow_id: str = None,
|
||
task_id: str = None,
|
||
status: str = None,
|
||
limit: int = 100,
|
||
offset: int = 0,
|
||
) -> list[WorkflowLog]:
|
||
"""列出工作流日志"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
conditions = []
|
||
params = []
|
||
|
||
if workflow_id:
|
||
conditions.append("workflow_id = ?")
|
||
params.append(workflow_id)
|
||
if task_id:
|
||
conditions.append("task_id = ?")
|
||
params.append(task_id)
|
||
if status:
|
||
conditions.append("status = ?")
|
||
params.append(status)
|
||
|
||
where_clause = " AND ".join(conditions) if conditions else "1=1"
|
||
|
||
rows = conn.execute(
|
||
f"""SELECT * FROM workflow_logs
|
||
WHERE {where_clause}
|
||
ORDER BY created_at DESC
|
||
LIMIT ? OFFSET ?""",
|
||
params + [limit, offset],
|
||
).fetchall()
|
||
|
||
return [self._row_to_log(row) for row in rows]
|
||
finally:
|
||
conn.close()
|
||
|
||
def get_workflow_stats(self, workflow_id: str, days: int = 30) -> dict:
|
||
"""获取工作流统计"""
|
||
conn = self.db.get_conn()
|
||
try:
|
||
since = (datetime.now() - timedelta(days=days)).isoformat()
|
||
|
||
# 总执行次数
|
||
total = conn.execute(
|
||
"SELECT COUNT(*) FROM workflow_logs WHERE workflow_id = ? AND created_at > ?",
|
||
(workflow_id, since),
|
||
).fetchone()[0]
|
||
|
||
# 成功次数
|
||
success = conn.execute(
|
||
"SELECT COUNT(*) FROM workflow_logs WHERE workflow_id = ? AND status = 'success' AND created_at > ?",
|
||
(workflow_id, since),
|
||
).fetchone()[0]
|
||
|
||
# 失败次数
|
||
failed = conn.execute(
|
||
"SELECT COUNT(*) FROM workflow_logs WHERE workflow_id = ? AND status = 'failed' AND created_at > ?",
|
||
(workflow_id, since),
|
||
).fetchone()[0]
|
||
|
||
# 平均执行时间
|
||
avg_duration = (
|
||
conn.execute(
|
||
"SELECT AVG(duration_ms) FROM workflow_logs WHERE workflow_id = ? AND created_at > ?",
|
||
(workflow_id, since),
|
||
).fetchone()[0]
|
||
or 0
|
||
)
|
||
|
||
# 每日统计
|
||
daily = conn.execute(
|
||
"""SELECT DATE(created_at) as date,
|
||
COUNT(*) as count,
|
||
SUM(CASE WHEN status = 'success' THEN 1 ELSE 0 END) as success
|
||
FROM workflow_logs
|
||
WHERE workflow_id = ? AND created_at > ?
|
||
GROUP BY DATE(created_at)
|
||
ORDER BY date""",
|
||
(workflow_id, since),
|
||
).fetchall()
|
||
|
||
return {
|
||
"total": total,
|
||
"success": success,
|
||
"failed": failed,
|
||
"success_rate": round(success / total * 100, 2) if total > 0 else 0,
|
||
"avg_duration_ms": round(avg_duration, 2),
|
||
"daily": [
|
||
{"date": r["date"], "count": r["count"], "success": r["success"]} for r in daily
|
||
],
|
||
}
|
||
finally:
|
||
conn.close()
|
||
|
||
def _row_to_log(self, row) -> WorkflowLog:
|
||
"""将数据库行转换为 WorkflowLog 对象"""
|
||
return WorkflowLog(
|
||
id=row["id"],
|
||
workflow_id=row["workflow_id"],
|
||
task_id=row["task_id"],
|
||
status=row["status"],
|
||
start_time=row["start_time"],
|
||
end_time=row["end_time"],
|
||
duration_ms=row["duration_ms"] or 0,
|
||
input_data=json.loads(row["input_data"]) if row["input_data"] else {},
|
||
output_data=json.loads(row["output_data"]) if row["output_data"] else {},
|
||
error_message=row["error_message"] or "",
|
||
created_at=row["created_at"],
|
||
)
|
||
|
||
# ==================== Workflow Execution ====================
|
||
|
||
async def execute_workflow(self, workflow_id: str, input_data: dict = None) -> dict:
|
||
"""执行工作流"""
|
||
workflow = self.get_workflow(workflow_id)
|
||
if not workflow:
|
||
raise ValueError(f"Workflow {workflow_id} not found")
|
||
|
||
if not workflow.is_active:
|
||
raise ValueError(f"Workflow {workflow_id} is not active")
|
||
|
||
# 更新最后运行时间
|
||
now = datetime.now().isoformat()
|
||
self.update_workflow(workflow_id, last_run_at=now, run_count=workflow.run_count + 1)
|
||
|
||
# 创建工作流执行日志
|
||
log = WorkflowLog(
|
||
id=str(uuid.uuid4())[:8],
|
||
workflow_id=workflow_id,
|
||
status=TaskStatus.RUNNING.value,
|
||
start_time=now,
|
||
input_data=input_data or {},
|
||
)
|
||
self.create_log(log)
|
||
|
||
start_time = datetime.now()
|
||
results = {}
|
||
|
||
try:
|
||
# 获取所有任务
|
||
tasks = self.list_tasks(workflow_id)
|
||
|
||
if not tasks:
|
||
# 没有任务时执行默认行为
|
||
results = await self._execute_default_workflow(workflow, input_data)
|
||
else:
|
||
# 按依赖顺序执行任务
|
||
results = await self._execute_tasks_with_deps(tasks, input_data, log.id)
|
||
|
||
# 发送通知
|
||
await self._send_workflow_notification(workflow, results, success=True)
|
||
|
||
# 更新日志为成功
|
||
end_time = datetime.now()
|
||
duration = int((end_time - start_time).total_seconds() * 1000)
|
||
self.update_log(
|
||
log.id,
|
||
status=TaskStatus.SUCCESS.value,
|
||
end_time=end_time.isoformat(),
|
||
duration_ms=duration,
|
||
output_data=results,
|
||
)
|
||
|
||
# 更新成功计数
|
||
self.update_workflow(workflow_id, success_count=workflow.success_count + 1)
|
||
|
||
return {
|
||
"success": True,
|
||
"workflow_id": workflow_id,
|
||
"log_id": log.id,
|
||
"results": results,
|
||
"duration_ms": duration,
|
||
}
|
||
|
||
except (TimeoutError, httpx.HTTPError) as e:
|
||
logger.error(f"Workflow {workflow_id} execution failed: {e}")
|
||
|
||
# 更新日志为失败
|
||
end_time = datetime.now()
|
||
duration = int((end_time - start_time).total_seconds() * 1000)
|
||
self.update_log(
|
||
log.id,
|
||
status=TaskStatus.FAILED.value,
|
||
end_time=end_time.isoformat(),
|
||
duration_ms=duration,
|
||
error_message=str(e),
|
||
)
|
||
|
||
# 更新失败计数
|
||
self.update_workflow(workflow_id, fail_count=workflow.fail_count + 1)
|
||
|
||
# 发送失败通知
|
||
await self._send_workflow_notification(workflow, {"error": str(e)}, success=False)
|
||
|
||
raise
|
||
|
||
async def _execute_tasks_with_deps(
|
||
self, tasks: list[WorkflowTask], input_data: dict, log_id: str
|
||
) -> dict:
|
||
"""按依赖顺序执行任务"""
|
||
results = {}
|
||
completed_tasks = set()
|
||
|
||
while len(completed_tasks) < len(tasks):
|
||
# 找到可以执行的任务（依赖已完成）
|
||
ready_tasks = [
|
||
t
|
||
for t in tasks
|
||
if t.id not in completed_tasks
|
||
and all(dep in completed_tasks for dep in t.depends_on)
|
||
]
|
||
|
||
if not ready_tasks:
|
||
# 有循环依赖或无法完成的任务
|
||
raise ValueError("Circular dependency detected or tasks cannot be resolved")
|
||
|
||
# 并行执行就绪的任务
|
||
task_coros = []
|
||
for task in ready_tasks:
|
||
task_input = {**input_data, **results}
|
||
task_coros.append(self._execute_single_task(task, task_input, log_id))
|
||
|
||
task_results = await asyncio.gather(*task_coros, return_exceptions=True)
|
||
|
||
for task, result in zip(ready_tasks, task_results):
|
||
if isinstance(result, Exception):
|
||
logger.error(f"Task {task.id} failed: {result}")
|
||
if task.retry_count > 0:
|
||
# 重试逻辑
|
||
for attempt in range(task.retry_count):
|
||
await asyncio.sleep(task.retry_delay)
|
||
try:
|
||
result = await self._execute_single_task(task, task_input, log_id)
|
||
break
|
||
except (TimeoutError, httpx.HTTPError) as e:
|
||
logger.error(f"Task {task.id} retry {attempt + 1} failed: {e}")
|
||
if attempt == task.retry_count - 1:
|
||
raise
|
||
else:
|
||
raise result
|
||
|
||
results[task.name] = result
|
||
completed_tasks.add(task.id)
|
||
|
||
return results
|
||
|
||
async def _execute_single_task(self, task: WorkflowTask, input_data: dict, log_id: str) -> Any:
|
||
"""执行单个任务"""
|
||
handler = self._task_handlers.get(task.task_type)
|
||
if not handler:
|
||
raise ValueError(f"No handler for task type: {task.task_type}")
|
||
|
||
# 创建任务日志
|
||
task_log = WorkflowLog(
|
||
id=str(uuid.uuid4())[:8],
|
||
workflow_id=task.workflow_id,
|
||
task_id=task.id,
|
||
status=TaskStatus.RUNNING.value,
|
||
start_time=datetime.now().isoformat(),
|
||
input_data=input_data,
|
||
)
|
||
self.create_log(task_log)
|
||
|
||
try:
|
||
# 设置超时
|
||
result = await asyncio.wait_for(handler(task, input_data), timeout=task.timeout_seconds)
|
||
|
||
# 更新任务日志为成功
|
||
self.update_log(
|
||
task_log.id,
|
||
status=TaskStatus.SUCCESS.value,
|
||
end_time=datetime.now().isoformat(),
|
||
output_data={"result": result} if not isinstance(result, dict) else result,
|
||
)
|
||
|
||
return result
|
||
|
||
except TimeoutError:
|
||
self.update_log(
|
||
task_log.id,
|
||
status=TaskStatus.FAILED.value,
|
||
end_time=datetime.now().isoformat(),
|
||
error_message="Task timeout",
|
||
)
|
||
raise TimeoutError(f"Task {task.id} timed out after {task.timeout_seconds}s")
|
||
|
||
except Exception as e:
|
||
self.update_log(
|
||
task_log.id,
|
||
status=TaskStatus.FAILED.value,
|
||
end_time=datetime.now().isoformat(),
|
||
error_message=str(e),
|
||
)
|
||
raise
|
||
|
||
async def _execute_default_workflow(self, workflow: Workflow, input_data: dict) -> dict:
|
||
"""执行默认工作流（根据类型）"""
|
||
workflow_type = WorkflowType(workflow.workflow_type)
|
||
|
||
if workflow_type == WorkflowType.AUTO_ANALYZE:
|
||
return await self._auto_analyze_files(workflow, input_data)
|
||
elif workflow_type == WorkflowType.AUTO_ALIGN:
|
||
return await self._auto_align_entities(workflow, input_data)
|
||
elif workflow_type == WorkflowType.AUTO_RELATION:
|
||
return await self._auto_discover_relations(workflow, input_data)
|
||
elif workflow_type == WorkflowType.SCHEDULED_REPORT:
|
||
return await self._generate_scheduled_report(workflow, input_data)
|
||
else:
|
||
return {"message": "No default action for custom workflow"}
|
||
|
||
# ==================== Default Task Handlers ====================
|
||
|
||
async def _handle_analyze_task(self, task: WorkflowTask, input_data: dict) -> dict:
|
||
"""处理分析任务"""
|
||
project_id = input_data.get("project_id")
|
||
file_ids = input_data.get("file_ids", [])
|
||
|
||
if not project_id:
|
||
raise ValueError("project_id required for analyze task")
|
||
|
||
# 这里调用现有的文件分析逻辑
|
||
# 实际实现需要与 main.py 中的 upload_audio 逻辑集成
|
||
return {
|
||
"task": "analyze",
|
||
"project_id": project_id,
|
||
"files_processed": len(file_ids),
|
||
"status": "completed",
|
||
}
|
||
|
||
async def _handle_align_task(self, task: WorkflowTask, input_data: dict) -> dict:
|
||
"""处理实体对齐任务"""
|
||
project_id = input_data.get("project_id")
|
||
threshold = task.config.get("threshold", 0.85)
|
||
|
||
if not project_id:
|
||
raise ValueError("project_id required for align task")
|
||
|
||
# 这里调用实体对齐逻辑
|
||
return {
|
||
"task": "align",
|
||
"project_id": project_id,
|
||
"threshold": threshold,
|
||
"entities_merged": 0, # 实际实现需要调用对齐逻辑
|
||
"status": "completed",
|
||
}
|
||
|
||
async def _handle_discover_relations_task(self, task: WorkflowTask, input_data: dict) -> dict:
|
||
"""处理关系发现任务"""
|
||
project_id = input_data.get("project_id")
|
||
|
||
if not project_id:
|
||
raise ValueError("project_id required for discover_relations task")
|
||
|
||
# 这里调用关系发现逻辑
|
||
return {
|
||
"task": "discover_relations",
|
||
"project_id": project_id,
|
||
"relations_found": 0, # 实际实现需要调用关系发现逻辑
|
||
"status": "completed",
|
||
}
|
||
|
||
async def _handle_notify_task(self, task: WorkflowTask, input_data: dict) -> dict:
|
||
"""处理通知任务"""
|
||
webhook_id = task.config.get("webhook_id")
|
||
message = task.config.get("message", {})
|
||
|
||
if not webhook_id:
|
||
raise ValueError("webhook_id required for notify task")
|
||
|
||
webhook = self.get_webhook(webhook_id)
|
||
if not webhook:
|
||
raise ValueError(f"Webhook {webhook_id} not found")
|
||
|
||
# 替换模板变量
|
||
if webhook.template:
|
||
try:
|
||
message = json.loads(webhook.template.format(**input_data))
|
||
except (json.JSONDecodeError, KeyError, ValueError):
|
||
pass
|
||
|
||
success = await self.notifier.send(webhook, message)
|
||
self.update_webhook_stats(webhook_id, success)
|
||
|
||
return {"task": "notify", "webhook_id": webhook_id, "success": success}
|
||
|
||
async def _handle_custom_task(self, task: WorkflowTask, input_data: dict) -> dict:
|
||
"""处理自定义任务"""
|
||
# 自定义任务的具体逻辑由外部处理器实现
|
||
return {
|
||
"task": "custom",
|
||
"task_name": task.name,
|
||
"config": task.config,
|
||
"status": "completed",
|
||
}
|
||
|
||
# ==================== Default Workflow Implementations ====================
|
||
|
||
async def _auto_analyze_files(self, workflow: Workflow, input_data: dict) -> dict:
|
||
"""自动分析新上传的文件"""
|
||
project_id = workflow.project_id
|
||
|
||
# 获取未分析的文件（实际实现需要查询数据库）
|
||
# 这里是一个示例实现
|
||
return {
|
||
"workflow_type": "auto_analyze",
|
||
"project_id": project_id,
|
||
"files_analyzed": 0,
|
||
"entities_extracted": 0,
|
||
"relations_extracted": 0,
|
||
"status": "completed",
|
||
}
|
||
|
||
async def _auto_align_entities(self, workflow: Workflow, input_data: dict) -> dict:
|
||
"""自动实体对齐"""
|
||
project_id = workflow.project_id
|
||
threshold = workflow.config.get("threshold", 0.85)
|
||
|
||
return {
|
||
"workflow_type": "auto_align",
|
||
"project_id": project_id,
|
||
"threshold": threshold,
|
||
"entities_merged": 0,
|
||
"status": "completed",
|
||
}
|
||
|
||
async def _auto_discover_relations(self, workflow: Workflow, input_data: dict) -> dict:
|
||
"""自动关系发现"""
|
||
project_id = workflow.project_id
|
||
|
||
return {
|
||
"workflow_type": "auto_relation",
|
||
"project_id": project_id,
|
||
"relations_discovered": 0,
|
||
"status": "completed",
|
||
}
|
||
|
||
async def _generate_scheduled_report(self, workflow: Workflow, input_data: dict) -> dict:
|
||
"""生成定时报告"""
|
||
project_id = workflow.project_id
|
||
report_type = workflow.config.get("report_type", "summary")
|
||
|
||
return {
|
||
"workflow_type": "scheduled_report",
|
||
"project_id": project_id,
|
||
"report_type": report_type,
|
||
"status": "completed",
|
||
}
|
||
|
||
# ==================== Notification ====================
|
||
|
||
async def _send_workflow_notification(
|
||
self, workflow: Workflow, results: dict, success: bool = True
|
||
):
|
||
"""发送工作流执行通知"""
|
||
if not workflow.webhook_ids:
|
||
return
|
||
|
||
for webhook_id in workflow.webhook_ids:
|
||
webhook = self.get_webhook(webhook_id)
|
||
if not webhook or not webhook.is_active:
|
||
continue
|
||
|
||
# 构建通知消息
|
||
if webhook.webhook_type == WebhookType.FEISHU.value:
|
||
message = self._build_feishu_message(workflow, results, success)
|
||
elif webhook.webhook_type == WebhookType.DINGTALK.value:
|
||
message = self._build_dingtalk_message(workflow, results, success)
|
||
elif webhook.webhook_type == WebhookType.SLACK.value:
|
||
message = self._build_slack_message(workflow, results, success)
|
||
else:
|
||
message = {
|
||
"workflow_id": workflow.id,
|
||
"workflow_name": workflow.name,
|
||
"status": "success" if success else "failed",
|
||
"results": results,
|
||
"timestamp": datetime.now().isoformat(),
|
||
}
|
||
|
||
try:
|
||
result = await self.notifier.send(webhook, message)
|
||
self.update_webhook_stats(webhook_id, result)
|
||
except (TimeoutError, httpx.HTTPError) as e:
|
||
logger.error(f"Failed to send notification to {webhook_id}: {e}")
|
||
|
||
def _build_feishu_message(self, workflow: Workflow, results: dict, success: bool) -> dict:
|
||
"""构建飞书消息"""
|
||
status_text = "✅ 成功" if success else "❌ 失败"
|
||
|
||
return {
|
||
"title": f"工作流执行通知: {workflow.name}",
|
||
"body": [
|
||
[{"tag": "text", "text": f"工作流: {workflow.name}"}],
|
||
[{"tag": "text", "text": f"状态: {status_text}"}],
|
||
[{"tag": "text", "text": f"时间: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"}],
|
||
],
|
||
}
|
||
|
||
def _build_dingtalk_message(self, workflow: Workflow, results: dict, success: bool) -> dict:
|
||
"""构建钉钉消息"""
|
||
status_text = "✅ 成功" if success else "❌ 失败"
|
||
|
||
return {
|
||
"title": f"工作流执行通知: {workflow.name}",
|
||
"markdown": f"""### 工作流执行通知
|
||
|
||
**工作流:** {workflow.name}
|
||
|
||
**状态:** {status_text}
|
||
|
||
**时间:** {datetime.now().strftime("%Y-%m-%d %H:%M:%S")}
|
||
|
||
**结果:**
|
||
```json
|
||
{json.dumps(results, ensure_ascii=False, indent=2)}
|
||
```
|
||
""",
|
||
}
|
||
|
||
def _build_slack_message(self, workflow: Workflow, results: dict, success: bool) -> dict:
|
||
"""构建 Slack 消息"""
|
||
color = "#36a64f" if success else "#ff0000"
|
||
status_text = "Success" if success else "Failed"
|
||
|
||
return {
|
||
"attachments": [
|
||
{
|
||
"color": color,
|
||
"title": f"Workflow Execution: {workflow.name}",
|
||
"fields": [
|
||
{"title": "Status", "value": status_text, "short": True},
|
||
{
|
||
"title": "Time",
|
||
"value": datetime.now().strftime("%Y-%m-%d %H:%M:%S"),
|
||
"short": True,
|
||
},
|
||
],
|
||
"footer": "InsightFlow",
|
||
"ts": int(datetime.now().timestamp()),
|
||
}
|
||
]
|
||
}
|
||
|
||
# Singleton instance
|
||
_workflow_manager = None
|
||
|
||
def get_workflow_manager(db_manager=None) -> WorkflowManager:
|
||
"""获取 WorkflowManager 单例"""
|
||
global _workflow_manager
|
||
if _workflow_manager is None:
|
||
_workflow_manager = WorkflowManager(db_manager)
|
||
return _workflow_manager
|