pathwaycom/pathway

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Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Stars: 62.3k
Forks: 1.7k
Open beginner issues: 0
Indexed issues: 29

Dominant language: Python
License: No license data
Last GitHub push: Sep 19, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

29 open issues indexed

Cannot Process Windowed Sessions from Kafka - Crash with "key missing in output table" on streaming retractions Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

pathwaycom/pathway#232 · 1 comment · Opened May 14, 2026
Entra Authentication Support (credential handler and/or password callback) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

pathwaycom/pathway#230 · 2 comments · Opened May 9, 2026
[Bug]: TypeError: Cannot instantiate typing.Any Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

pathwaycom/pathway#227 · 3 comments · Opened May 1, 2026
Improve watermarks in POSIX-like objects tracker Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 42/100

pathwaycom/pathway#225 · 1 comment · Opened Apr 29, 2026
Automated schema exploration in input connectors Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

pathwaycom/pathway#224 · Opened Apr 29, 2026
Support encryption in Kinesis connectors Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

pathwaycom/pathway#223 · 1 comment · Opened Apr 29, 2026
Support external replication slots in `pw.io.postgres.read`; add persistence support Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

pathwaycom/pathway#222 · Opened Apr 29, 2026
Azube Blob Storage support Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 50/100

pathwaycom/pathway#217 · 1 comment · Opened Apr 9, 2026
`pw.io.s3` needs a `write` counterpart Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 38/100

pathwaycom/pathway#216 · Opened Apr 9, 2026
Spawn persistence compaction workers separately Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 48/100

pathwaycom/pathway#213 · Opened Apr 9, 2026
Add a native MySQL Input connector Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 28/100

pathwaycom/pathway#211 · Opened Apr 9, 2026
[Proposal] Example: streaming RAG diagnostics with the WFGY 16-problem map in Pathway Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 38/100

pathwaycom/pathway#194 · 5 comments · Opened Feb 20, 2026
Support for client certificate authentication in PostgreSQL connectors Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 48/100

pathwaycom/pathway#189 · Opened Feb 16, 2026
External vector database indexing should be exposed as connectors Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pathwaycom/pathway#167 · Opened Jan 6, 2026
Add an option to disable or rename special fields in output connectors Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

pathwaycom/pathway#162 · Opened Jan 6, 2026
Introduce support for composite instance Open

enhancement

pathwaycom/pathway#150 · 1 assignee · Opened Dec 31, 2025
Introduce execution graph checksums Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

pathwaycom/pathway#142 · Opened Nov 25, 2025
Nested `pw.Schema` Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

pathwaycom/pathway#118 · 1 comment · 3 reactions · Opened Jul 24, 2025
Elastic to Click-house data transfer - Real-Time Data Ingestion Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

pathwaycom/pathway#101 · 1 comment · Opened Mar 17, 2025
Enable Link-Time Optimization (LTO) for Release builds Open

enhancement

pathwaycom/pathway#75 · 2 comments · 2 assignees · Opened Nov 30, 2024
Allow setting query transformers in the BaseRAGQA Open

enhancement good first issue

Difficulty 3/5 1-2 days Newbie friendliness 48/100

pathwaycom/pathway#67 · 14 comments · Opened Jul 22, 2024
Download files in parallel in gdrive connector Open

enhancement

pathwaycom/pathway#58 · 1 assignee · Opened May 30, 2024
support datetime + formatting in connectors Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

pathwaycom/pathway#45 · 1 reaction · Opened Apr 24, 2024
Static table import (table_from_...) should not be under `pw.debug` Open

enhancement

pathwaycom/pathway#41 · 1 assignee · Opened Apr 11, 2024
Add strict key checking mode Open

enhancement

pathwaycom/pathway#29 · 1 assignee · Opened Mar 22, 2024
[Bug]: Simple processing of 1M rows takes more than 10 minutes Open

bug

pathwaycom/pathway#21 · 12 comments · 1 assignee · Opened Mar 18, 2024
Add syntax to be able to reduce over multiple windows Open

enhancement

pathwaycom/pathway#19 · 3 comments · 1 assignee · Opened Mar 17, 2024
[QUESTION] How to create accumulated batch for processing? Open

question

Difficulty 5/5 Over a week Newbie friendliness 20/100

pathwaycom/pathway#17 · 8 comments · Opened Mar 16, 2024
Pathway Python package on conda-forge Open

enhancement

pathwaycom/pathway#15 · 1 comment · 1 assignee · Opened Mar 16, 2024

pathwaycom/pathway

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