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pyflowx/src/pyflowx/examples/async_aggregation.py
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zhou cd38e1246a chore: 版本升级到0.1.3并批量优化代码
变更包括:
1. 更新pyproject.toml行长度限制为120
2. 简化多处异常提示字符串的换行写法
3. 批量使用Any类型泛型优化类型标注
4. 重构cli/pymake.py的配置与任务定义
5. 删除冗余的测试代码与废弃的pymake测试文件
6. 修复示例代码的类型注解
2026-06-21 14:58:19 +08:00

59 lines
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Python

"""Example 3: async aggregation with static args and Context injection.
Shows:
* async task functions executed with strategy="async".
* static positional args (TaskSpec.args) for parameterised tasks.
* Context annotation to receive the full upstream result mapping.
* on_event callback for real-time progress.
"""
from __future__ import annotations
import asyncio
from typing import Any
import pyflowx as px
async def fetch_user(uid: int) -> dict[str, Any]:
await asyncio.sleep(0.2)
return {"id": uid, "name": f"User{uid}"}
async def fetch_posts(uid: int) -> list[int]:
await asyncio.sleep(0.2)
return [uid, uid + 1]
# Context annotation → receives the full mapping of upstream results.
def aggregate(ctx: px.Context) -> dict[str, Any]:
return dict(ctx)
def main() -> None:
graph = px.Graph.from_specs(
[
# Static positional args parameterise the same function twice.
px.TaskSpec("fetch_user", fetch_user, args=(1,)),
px.TaskSpec("fetch_posts", fetch_posts, args=(1,)),
px.TaskSpec("aggregate", aggregate, depends_on=("fetch_user", "fetch_posts")),
]
)
print("=== Dry run ===")
_ = px.run(graph, strategy="async", dry_run=True)
events: list[px.TaskEvent] = []
print("\n=== Async execution ===")
report = px.run(graph, strategy="async", on_event=events.append)
for ev in events:
print(f" event: {ev.task} -> {ev.status.value}")
print(f"\naggregate = {report['aggregate']}")
print(report.describe())
if __name__ == "__main__":
main()