Top 9 Python batch-processing Projects

pathway

3 1,720 9.6 Python

Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you. Made with ❤️ for Python & ML/AI developers.

Project mention: Choosing Between a Streaming Database and a Stream Processing Framework in Python | dev.to | 2024-02-10

We understood how streaming databases differ from traditional databases, stream processing engines, conventional analytics databases, or OLAP databases. Now let’s focus on when and why we can use stream data processing frameworks for Python as an alternative to streaming databases. Python is the go-to language for data science and machine learning. There are some stream-processing libraries and frameworks in Python such as Bytewax, Quix, GlassFlow, Pathway. They have been developed to cope with the challenges Python Engineers face with Apache Kafka or Flink since they do not natively support Python.

energy-forecasting

1 786 8.5 Python

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

Project mention: Full Stack 7-Steps MLOps Framework – Learn ML and MLOps by Building an ML System | news.ycombinator.com | 2023-09-26

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
krita-batch-exporter

2 280 3.8 Python

A Free Krita plugin to batch export layers and groups with maximum flexibility. Scale, trim, export multiple copies of your layers...
RevitBatchProcessor

3 268 1.9 Python

Fully automated batch processing of Revit files with your own Python or Dynamo task scripts!
linqit

2 245 3.5 Python

Extend python lists operations using .NET's LINQ syntax for clean and fast coding.
textsum

1 110 3.1 Python

CLI & Python API to easily summarize text-based files with transformers

Project mention: Training on documents to summarize them. | /r/LocalLLaMA | 2023-06-16

See https://github.com/pszemraj/textsum. He's the guy that trained most of the popular long finetuned long models. He created a pip package to make life easier (which uses Huggingface under the hood, just pre-selects good models and obfuscates boilerplate).

ExcelToDatabase

2 46 7.7 Python

Automated tool for bulk importing Excel into the database

Project mention: Merging data from multiple Excel files | dev.to | 2024-03-28

ExcelToDatabase - Automation tool for batch importing Excel files into MySQL/Oracle/SQL Server/PostgreSQL/Access/Hive/SQLite/Dameng database

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
tempren

1 7 7.5 Python

Template-based file renaming utility
multidim_indexing

1 7 5.3 Python

Batch multidimensional indexing for pytorch

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).