Data Engineering
313 items from igorbarinov/awesome-data-engineering ★9,166
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Chain of Thought chainofthought.show
Interviews with AI and data infrastructure leaders on building production systems.
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H2O h2o.ai
Fast statistical, machine learning & math runtime.
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RancherOS rancher.com
RancherOS is a tiny Linux distro that runs the entire OS as Docker containers.
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PigZ zlib.net
A parallel implementation of gzip for modern multi-processor, multi-core machines.
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Zingg zingg.ai
Open source Master Data Management platform using machine learning for entity resolution at scale. Native to Databricks, Microsoft Fabric, Snowflake, AWS, and GCP. Golden records are maintained through a persistent Zingg ID across all systems and sources.
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XtreemFS xtreemfs.org
Fault-tolerant distributed file system for all storage needs.
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Xquik xquik.com
Real-time X (Twitter) data extraction platform with REST API (76 endpoints), 20 bulk extraction tools, account monitoring, HMAC-signed webhooks, and MCP server for AI agent integration.
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SequenceFile wiki.apache.org
A flat file consisting of binary key/value pairs. It is extensively used in MapReduce as input/output formats.
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Titan titan.thinkaurelius.com
A scalable graph database optimized for storing and querying graphs containing hundreds of billions of vertices and edges distributed across a multi-machine cluster.
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SuprSend suprsend.com
Create automated workflows and logic using API's for your notification service. Add templates, batching, preferences, inapp inbox with workflows to trigger notifications directly from your data warehouse.
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DBConvert Streams streams.dbconvert.com
Self-hosted database migration and change data capture (CDC) tool with built-in SQL IDE.
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stratif.io stratif.io
Open-source, self-hosted, warehouse-native product analytics. Runs funnels, retention, and paths directly on DuckDB, Postgres, Snowflake, or ClickHouse.
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SSDB ssdb.io
A high performance NoSQL database supporting many data structures, an alternative to Redis.
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SQLMesh sqlmesh.readthedocs.io
An open-source data transformation framework for managing, testing, and deploying SQL and Python-based data pipelines with version control, environment isolation, and automatic dependency resolution.
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Spark Playground sparkplayground.com
Write, run, and test PySpark code on Spark Playground's online compiler. Access real-world sample datasets & solve interview questions to enhance your PySpark skills for data engineering roles.
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Spark MLlib spark.apache.org
Spark's scalable machine learning library consisting of common learning algorithms and utilities, including classification, regression, clustering, collaborative filtering, dimensionality reduction, as well as underlying optimization primitives.
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Software Engineering Daily softwareengineeringdaily.com
Daily interviews about technical software topics, including data infrastructure.
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SmoothieCharts smoothiecharts.org
A JavaScript Charting Library for Streaming Data.
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Sling slingdata.io
CLI data integration tool specialized in moving data between databases, as well as storage systems.
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Singer SDK sdk.meltano.com
The fastest way to build custom data extractors and loaders compliant with the Singer Spec.
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SchemaCrawler schemacrawler.com
Open-source and free relational database schema discovery and comprehension tool. Documents and diagrams relational database schemas from your Java programs, build tools and the command line. Find database design issues with lint, and write scripts against the database…
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RunSQL runsql.com
Free online SQL playground for MySQL, PostgreSQL, and SQL Server. Create database structures, run queries, and share results instantly.
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Rivestack rivestack.io
Managed PostgreSQL with pgvector for AI workloads. HNSW indexing, sub-4ms latency, and built-in SQL editor with automatic embedding generation.
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Reddit reddit.com
Real-time data is available including comments, submissions and links posted to reddit.
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/r/dataengineering reddit.com
News, tips, and background on Data Engineering.
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/r/etl reddit.com
Subreddit focused on ETL.
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Presto prestodb.github.io
A distributed SQL query engine designed to query large data sets distributed over one or more heterogeneous data sources.
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Prefect prefect.io
An orchestration and observability platform. With it, developers can rapidly build and scale resilient code, and triage disruptions effortlessly.
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Pravega pravega.io
Provides a new storage abstraction - a stream - for continuous and unbounded data.
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Practical AI practicalai.fm
Making AI practical, productive, and accessible to everyone.
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Percona XtraBackup percona.com
A free, open source, complete online backup solution for all versions of Percona Server, MySQL® and MariaDB®.
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Percona Server for MongoDB percona.com
Percona Server for MongoDB® is a free, enhanced, fully compatible, open source, drop-in replacement for the MongoDB® Community Edition that includes enterprise-grade features and functionality.
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ParquetKit parquetkit.com
Browser-based viewer, SQL workbench and converter for Parquet files powered by DuckDB-WASM. Fully client-side, no upload.
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Apache ORC orc.apache.org
The smallest, fastest columnar storage for Hadoop workloads.
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Nakadi nakadi.io
An open source event messaging platform that provides a REST API on top of Kafka-like queues.
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Meltano meltano.com
CLI & code-first ELT.
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Snowflake Data Engineering manning.com
A practical introduction to data engineering on the Snowflake cloud data platform.
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Learn AI Data Engineering in a Month of Lunches manning.com
A fast, friendly guide to integrating large language models into your data workflows.
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Architecting an Apache Iceberg Lakehouse manning.com
A guide to designing an Apache Iceberg lakehouse from scratch.
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Mage mage.ai
Open-source data pipeline tool for transforming and integrating data.
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LunaPad lunapad.dev
Open-source analytics notebook for reusable SQL workflows, interactive reports, and AI-assisted data exploration.
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LizardFS lizardfs.com
Software Defined Storage is a distributed, parallel, scalable, fault-tolerant, Geo-Redundant and highly available file system.
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Latent Space latent.space
Technical deep dives on AI engineering, from model training to deployment.
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Kontena kontena.io
Application Containers for Masses.
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Kedro kedro.readthedocs.io
A framework that makes it easy to build robust and scalable data pipelines by providing uniform project templates, data abstraction, configuration and pipeline assembly.
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ImageLayers imagelayers.io
Visualize Docker images and the layers that compose them.
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Ilum ilum.cloud
A modular Data Lakehouse platform that simplifies the management and monitoring of Apache Spark clusters across Kubernetes and Hadoop environments.
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Spark RDD API Examples homepage.cs.latrobe.edu.au
Examples by Zhen He.
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HDFS hadoop.apache.org
A distributed file system designed to run on commodity hardware.
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Hadoop MapReduce hadoop.apache.org
A software framework for easily writing applications which process vast amounts of data (multi-terabyte data-sets) - in-parallel on large clusters (thousands of nodes) - of commodity hardware in a reliable, fault-tolerant manner.
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