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用于流处理、实时分析、大语言模型管道和检索增强生成的 Python ETL 框架。Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Python · active 2025-05-082026-08-09 (UTC)

Partial coverage10,794 / 11,076 hourly files (97%) · 2 absent upstream · 279 failed, retryable2025-05-062026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
21.3K
Pushes
404
Pull requests
19
Issues
68
Stars
19.9K
Forks
734

Activity over time

Daily event counts in the loaded window

Line chart, 459 days from 2025-05-08 to 2026-08-09. Pushes: 404 total, peak 4 in a day. Pull requests: 19 total, peak 4 in a day. Issues: 68 total, peak 6 in a day. Comments: 104 total, peak 7 in a day. Stars: 19,947 total, peak 2,260 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

Recent activity

Latest issues, pull requests and releases

  • Issue comment#237CLAassistant2026-06-04 03:03
    Allow RAG query transformation before retrieval
  • Issue comment#226zxqfd5552026-05-18 08:37
    fix: the fingerprinting function at fingerprints in fingerprints.py
  • Issue#204zxqfd5552026-04-23 15:04
    feat: Add Microsoft SQL Server (MSSQL) connector
  • Issue comment#204zxqfd5552026-04-23 15:04
    feat: Add Microsoft SQL Server (MSSQL) connector
  • Issue#213zxqfd5552026-04-09 08:34
    Spawn persistence compaction workers separately
  • Issue#212zxqfd5552026-04-09 08:10
    Add a native SQLite output connector
  • Pull request#209srishti-19352026-04-05 13:01
  • Pull request#207danghoangnhan2026-03-28 06:03
  • Issue#202zxqfd5552026-03-12 08:00
    Fail fast in `pw.io.postgres.read` if the publication doesn't exist
  • Issue comment#198CLAassistant2026-03-05 23:18
    Fix docs: remove empty markdown link
  • Pull request#19804cb2026-03-05 23:18
  • Issue comment#196CLAassistant2026-03-04 13:37
    Fix redundant .clone().clone()
  • Issue comment#67Ajay18C2026-02-27 04:30
    Allow setting query transformers in the BaseRAGQA
  • Issue comment#194onestardao2026-02-21 04:41
    [Proposal] Example: streaming RAG diagnostics with the WFGY 16-problem map in Pathway
  • Issue comment#194zxqfd5552026-02-20 15:29
    [Proposal] Example: streaming RAG diagnostics with the WFGY 16-problem map in Pathway
  • Issue#193olruas2026-02-20 10:53
    [Bug]: OnChangeCallbackAsync is not part of public API
  • Issue comment#186Git-Faisal2026-02-19 20:18
    Feature Request: Direct PostgreSQL CDC connector without Debezium/Kafka
  • Issue comment#191zxqfd5552026-02-18 17:40
    `pathway web-dashboard` should support waiting until metrics database appears
  • Issue#190zxqfd5552026-02-18 17:36
    [Bug]: Remove dependency on setuptools
  • Issue#191lpsinger2026-02-17 21:06
    `pathway web-dashboard` should support waiting until metrics database appears
  • Issue comment#186zxqfd5552026-02-16 18:01
    Feature Request: Direct PostgreSQL CDC connector without Debezium/Kafka
  • Issue#181zxqfd5552026-02-16 13:50
    Snapshot mode in MongoDB output connector
  • Issue comment#185zxqfd5552026-02-16 11:14
    Please add TLS support to Postgres connector
  • Issue comment#186Git-Faisal2026-02-06 19:46
    Feature Request: Direct PostgreSQL CDC connector without Debezium/Kafka
  • Issue comment#186zxqfd5552026-02-06 19:04
    Feature Request: Direct PostgreSQL CDC connector without Debezium/Kafka

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 19,947 stars here means stars gained during the window, not the repo's star count.