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awesome-data-temporality

A curated list to help you manage temporal data across many modalities 🚀.
https://github.com/daefresh/awesome-data-temporality

Last synced: 5 days ago
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Data Versioning for Machine Learning
Slowly Changing Dimensions Data Modeling
- VDK
- dbtvault
- dataform - 2 slowly changing dimensions tables from mutable data sources in Dataform.
- SCD Data Warehouse
- Redshift
- dbt snapshots
- DeltaLake
- 6 Kinds
- Data Vault
Bi-temporality Tools + Modeling
- Bitempura.DB - value database.
- Modeler (Anchormodeler) - temporal) data modelling tool inspired by Anchor modeler, for PostgreSQL
- BarbelHisto - fast Java library to store data in bi-temporal format
- Martin Fowler
- Crux of Bitemporality - Jon Pither
- ARXIV
- Capgemini
- MarkLogic
- XTDB
- GoldenSource
- ARXIV
- Axway
- Cloudera - Data Modeling - temporal data modeling with Envelope
- Bitemporal Database Book
- Speakerdeck
- Val on Programming (Datomic)
- Cybertec
- Robinhood
Change Data Capture (CDC) Tools
Soft Delete in ORM Frameworks
- Python Django
- Golang Bun
- Golang GORM
- Typescript DeepKit
- Java Spring
- Typescript TypeOrm
- Typescript Sequalize
- Typescript Prisma - generation Node.js and TypeScript ORM
- Rust
- brandur
- Evil Martians
Time Travel and Temporal Tables
- Cockroach
- Postgres
- Azure
- MariaDB
- Cockroach
- Dremio
- Iceberg
- Teradata
- SAP HANA - Versionined, Application-Time Period)
- Delta Lake
- Hopsworks
- BigQuery
- JOOQ
- Apache Flink
- Apache Arrow - of join (not exactly bi-temporal, but is temporal joining)
- Redpanda
- Time Travel or Data Versioning (DataBricks)
- Data Reproducibility (DataBricks)
- Apache Iceberg (Trino)
- Hopworks Point-in-time Joins - centric Feature Stores
- Iceberg Architecture - An Architectural Look Under the Covers
- Postgres - Paper
- MSSQL (Business Problems)
- MSSQL (Tim Mitchell)

Programming Languages

Python 4 Java 3 Go 3 Elixir 1 JavaScript 1

Categories

Data Versioning for Machine Learning 274 Time Travel and Temporal Tables 24 Bi-temporality Tools + Modeling 18 Soft Delete in ORM Frameworks 11 Slowly Changing Dimensions Data Modeling 9 Change Data Capture (CDC) Tools 5

Sub Categories

Keywords

change-data-capture 5 database 4 java 3 sql 3 mysql 3 postgresql 3 bitemporal 3 elt 3 snowflake 3 python 3 etl 3 data 2 pipeline 2 data-engineering 2 distributed-systems 2 cdc 2 kafka 2 data-structures 1 data-warehouse 1 data-science 1 dataops 1 trino 1 warehouse 1 data-vault 1 dataengineering 1 datalake 1 datavault 1 command-line 1 data-version-control 1 data-versioning 1 database-version-control 1 database-versioning 1 decentralized-database 1 git 1 git-database 1 git-for-data 1 git-for-databases 1 git-sql 1 golang 1 immutable-database 1 mariadb 1 version-controlled-database 1 analytics 1 data-engineer 1 data-engineering-pipeline 1 data-lineage 1 data-pipelines 1 phoenix 1 phoenix-framework 1 postgres 1