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dataops github topics github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes code quality enforce quality at merge application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops security view all topics explore by type customer stories events webinars ebooks reports business insights github skills support services documentation customer support community forum trust center partners view all resources open source community github sponsors fund open source developers programs security lab maintainer community accelerator github stars archive program repositories topics trending collections enterprise enterprise solutions enterprise platform ai powered developer platform available add ons github advanced security enterprise grade security features copilot for business enterprise grade ai features premium support enterprise grade 24 7 support pricing search or jump to search code repositories users issues pull requests search clear search syntax tips provide feedback we read every piece of feedback and take your input very seriously include my email address so i can be contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message explore topics trending collections events github sponsors dataops star dataops is an automated process oriented methodology used by analytic and data teams to improve the quality and reduce the cycle time of data analytics while dataops began as a set of best practices it has now matured to become a new and independent approach to data analytics dataops applies to the entire data lifecycle from data preparation to reporting and recognizes the interconnected nature of the data analytics team and information technology operations here are 277 public repositories matching this topic language all filter by language all 277 python 108 typescript 21 jupyter notebook 15 go 13 html 11 shell 10 java 9 javascript 7 r 5 hcl 4 sort most stars sort options most stars fewest stars most forks fewest forks recently updated least recently updated lance format lance star 6 8k code issues pull requests discussions open lakehouse format for multimodal ai convert from parquet in 2 lines of code for 100x faster random access vector index and data versioning compatible with pandas duckdb polars pyarrow and pytorch with more integrations coming python rust data science machine learning computer vision deep learning embeddings dataops data analytics data analysis data format apache arrow data centric mlops duckdb llms updated jul 22 2026 rust redpanda data console star 4 3k code issues pull requests redpanda console is a developer friendly ui for managing your kafka redpanda workloads console gives you a simple interactive approach for gaining visibility into your topics masking data managing consumer groups and exploring real time data with time travel debugging react go typescript kafka web ui dataops apache kafka kafka ui kafka gui updated jul 21 2026 typescript sqlmesh sqlmesh star 3 2k code issues pull requests discussions scalable and efficient data transformation framework backwards compatible with dbt python sql etl dataops dbt elt transformation dataengineering updated jul 16 2026 python whylabs whylogs star 2 8k code issues pull requests an open source data logging library for machine learning models and data pipelines provides visibility into data quality model performance over time ️ supports privacy preserving data collection ensuring safety robustness python data science machine learning analytics logging constraints dataset dataops data pipeline data quality calculate statistics data constraints mlops model performance ml pipelines ai pipelines approximate statistics statistical properties updated jan 10 2025 jupyter notebook meltano meltano star 2 6k code issues pull requests discussions meltano the declarative code first data integration engine that powers your wildest data and ml powered product ideas say goodbye to writing maintaining and scaling your own api integrations open source tap data opensource integration pipelines data engineering target dataops loaders elt extract data data pipelines singer connectors targets taps meltano dataops platform meltano sdk updated jul 21 2026 python elementary data elementary star 2 4k code issues pull requests discussions the dbt native data observability solution for data analytics engineers monitor your data pipelines in minutes available as self hosted or cloud service with premium features bigquery snowflake data warehouse dataops data analysis redshift dbt data pipelines data pipeline lineage data governance data lineage analytics engineer dbt packages data observability data reliability dbt artifacts updated jul 16 2026 html lensesio fast data dev star 2 1k code issues pull requests kafka docker for development kafka zookeeper schema registry kafka connect 20 connectors docker kafka schema registry dataops kafka rest proxy updated nov 20 2025 shell alibaba sreworks star 2k code issues pull requests discussions cloud native dataops aiops platform 云原生数智运维平台 kubernetes engineering application devops ops saas dataops maintenance k8s sre flink cloudnative operation aiops oam updated dec 13 2025 java datavane tis star 1 3k code issues pull requests support agile dataops based on flink datax and flink cdc chunjun with web ui java etl dataops flink cdc datax flink streaming chunjun updated jul 21 2026 java opendatadiscovery awesome data catalogs star 1 1k code issues pull requests awesome data catalogs and observability platforms open source metadata awesome opensource oss big data opendata ml data engineering dataops data catalog data discovery awesome list observability data quality metadata management datacatalog datadiscovery updated aug 14 2025 raystack optimus star 761 code issues pull requests discussions optimus is an easy to use reliable and performant workflow orchestrator for data transformation data modeling pipelines and data quality management golang bigquery airflow automation etl analytics data transformation data warehouse business intelligence dataops elt workflows data pipelines data modelling analytics engineering updated jun 8 2024 go tenzir tenzir sponsor star 750 code issues pull requests discussions tenzir is the data pipeline engine for security teams security netflow pcap incident response pipelines dataops suricata siem sigma soc hacktoberfest zeek investigation threathunting secdataops updated jul 21 2026 c azure samples modern data warehouse dataops star 710 code issues pull requests dataops for microsoft data platform technologies https aka ms dataops repo devops data fabric azure dataops cicd databricks datafactory automatedtesting updated feb 25 2026 shell taivop awesome data annotation star 612 code issues pull requests a list of tools for annotating data managing annotations etc nlp awesome computer vision image annotation annotations dataops awesome list data annotation updated aug 1 2024 polyaxon traceml star 534 code issues pull requests engine for ai ml data tracking visualization explainability drift detection and dashboards for polyaxon tracking data science statistics spark tensorflow plotly pandas data visualization pytorch dataops matplotlib dask data exploration pandas summary dataframes data quality checks data quality data profiling explainable ai mlops updated jun 17 2026 python vmware versatile data kit star 486 code issues pull requests discussions one framework to develop deploy and operate data workflows with python and sql python data science data sql database pipeline etl analytics snowflake data warehouse data structures data engineering dataops warehouse elt data pipelines data engineer trino data lineage data engineering pipeline updated jul 20 2026 python titan systems titan star 485 code issues pull requests discussions titan core snowflake infrastructure as code provision environments automate deploys ci cd manage rbac users roles and data access declarative python resource api change management tool for the snowflake data warehouse devops snowflake data warehouse secops data engineering dataops rbac data governance compliance as code updated mar 13 2025 python datarecce recce star 464 code issues pull requests the data validation toolkit for enhanced dbt data build tool pr review data data validation data engineering dataops dbt elt analytics engineering updated jul 20 2026 typescript pbi tools pbi tools sponsor star 439 code issues pull requests power bi devops source control tool devops power bi dataops source control pbix updated jan 30 2026 c flowerfine scaleph star 395 code issues pull requests discussions open data platform based on kubernetes scaleph supports seatunnel flink and doris backended by seatunnel on flink engine flink kubernetes operator and doris operator dataops data platform flink dag doris flink sql seatunnel flink sql gateway flink kubernetes flink kubernetes operator doris operator doris manager updated dec 17 2025 java load more followers 51 followers website github com topics dataops wikipedia wikipedia related topics open data footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time