Skip to main content

一个轻量级 Python 工具包,支持 并发执行(带进度条)、延迟调用、链式绑定参数、函数信息获取、模块/函数动态加载。

Project description

ygo

一个轻量级 Python 工具包,底层基于 joblib 和 tqdm 、loguru 实现,支持

  • 并发执行(带进度条)
  • 延迟调用
  • 链式绑定参数
  • 函数信息获取
  • 模块/函数动态加载...
  • 并结合 ylog 提供日志记录能力

安装

pip install -U ygo

🧰 功能概览

模块 功能
ygo 支持并发执行(带进度条)、延迟调用、函数信息获取以及模块/函数动态加载等功能
ylog 日志模块,提供统一的日志输出接口

示例

├── a
│   ├── __init__.py
│   └── b
│       ├── __init__.py
│       └── c.py
└── test.py

c.py 中定义了目标函数
def test_fn(a, b=2):
    return a+b

场景1: 并发执行

import ygo
import ylog
from a.b.c import test_fn

with ygo.pool(n_jobs=5, show_progress=True) as go:
    for i in range(10):
        go.submit(test_fn)(a=i, b=2*i)
    for res in go.do():
        ylog.info(res)

ygo.pool 支持的参数

参数名 类型 描述
n_jobs int 并行任务数(<=1 表示串行)
show_progress bool 是否显示进度条
backend str 执行后端(默认 'threading',可选 'multiprocessing' 或 'loky')

场景2: 延迟调用

>>> fn = delay(test_fn)(a=1, b=2)
>>> fn()
3
>>> # 逐步传递参数
>>> fn1 = delay(lambda a, b, c: a+b+c)(a=1)
>>> fn2 = delay(fn1)(b=2)
>>> fn2(c=3)
6
>>> # 参数更改
>>> fn1 = delay(lambda a, b, c: a+b+c)(a=1, b=2)
>>> fn2 = delay(fn1)(c=3, b=5)
>>> fn2()
9

场景3: 获取目标函数信息

>>> ygo.fn_info(test_fn)
=============================================================
    a.b.c.test_fn(a, b=2)
=============================================================
    def test_fn(a, b=2):
    return a+b

🔍 其他函数信息工具

方法名 描述
fn_params(fn) 获取函数实参
fn_signature_params(fn) 获取函数定义的所有参数名
fn_code(fn) 获取函数源码字符串
fn_path(fn) 获取函数所属模块路径
fn_from_str(s) 根据字符串导入函数(如 "a.b.c.test_fn")
module_from_str(s) 根据字符串导入模块

场景4: 通过字符串解析函数并执行

>>> ygo.fn_from_str("a.b.c.test_fn")(a=1, b=5)
6

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ygo-1.2.4.tar.gz (11.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

ygo-1.2.4-py3-none-any.whl (10.5 kB view details)

Uploaded Python 3

File details

Details for the file ygo-1.2.4.tar.gz.

File metadata

  • Download URL: ygo-1.2.4.tar.gz
  • Upload date:
  • Size: 11.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.7.8

File hashes

Hashes for ygo-1.2.4.tar.gz
Algorithm Hash digest
SHA256 e2864849c2886260abc0d7e133ff2454b6e26dd3741ced99c6c0f07aa47599d5
MD5 8c60d446f1bc6d67fddc29bcd65af3eb
BLAKE2b-256 ed7b9ebda55c0689cdf65830a3363a2fc78e06b4f0be6d9fcfb636fec903b587

See more details on using hashes here.

File details

Details for the file ygo-1.2.4-py3-none-any.whl.

File metadata

  • Download URL: ygo-1.2.4-py3-none-any.whl
  • Upload date:
  • Size: 10.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.7.8

File hashes

Hashes for ygo-1.2.4-py3-none-any.whl
Algorithm Hash digest
SHA256 6acb99cda36d73b69fc6b414fa01ee32053767ecb97a24710473d2857f050ca1
MD5 c1c33b03e727da692eb66985bc02586e
BLAKE2b-256 e8d77d3b52c9fe6aea4469d430c987013df6974f662eb184602ae61170487aae

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page