Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
- airflow
- apache
- apache-airflow
- python
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Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- data-drift
- jupyter-notebook
- pandas-dataframe
- machine-learning
Real-time monitor and web admin for Celery distributed task queue
- celery
- task-queue
- monitoring
- administration
A network event stream processing system, in Clojure.
- riemann
- events
- clojure
- monitoring
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
- machine-learning
- ml
- model-validation
- data-validation
Ruby and Rails efficient Kafka processing framework
- karafka-framework
- kafka
- kafka-client
- kafka-clients
Get notified when a queued job fails
StreamFlow™ is a stream processing tool designed to help build and monitor processing workflows.
Daggy - Data Aggregation Utility and C/C++ developer library for data streams catching
- serverless-framework
- streaming
- stream-processing
- qt
Type-safe, persistent, embedded task queues and background job runner w/ SQLite. Web monitoring UI included.
- go
- golang
- job-queue
- job-scheduler
Scalable Full History API Solution for Antelope (former EOSIO) based blockchains
- antelope
- api
- big-data
- blockchain
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
- anomaly-detection
- bigquery
- cli
- data-engineering