awesome-data-temporality
A curated list to help you manage temporal data across many modalities 🚀.
https://github.com/daefresh/awesome-data-temporality
Last synced: 6 days ago
JSON representation
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Bi-temporality Tools + Modeling
- Martin Fowler
- Crux of Bitemporality - Jon Pither
- Capgemini
- GoldenSource
- XTDB
- Axway
- Bitemporal Database Book
- Speakerdeck
- Val on Programming (Datomic)
- Cybertec
- Robinhood
- ARXIV
- 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
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Change Data Capture (CDC) Tools
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Data Versioning for Machine Learning
- DVC
- lakeFS
- Pachyderm
- wrgl
- neptune
- Git LFS
- DagsHub
- Neptune
- DagsHub
- A Conceptual Framework
- Research Data Alliance
- Dr. Raj Ramesh
- 5 min Explainer (DVC)
- The Guide to Data Versioning (LakeFS)
- CodeX
- DZone Data Versioning
- KDNuggets Data Versioning
- ODSC Data Versioning
- Australian Research Data Commons
- Dolt
- Eduonix Data Versioning - How to Version your Data
- Neuroimaging (Quilt)
- MLFlow + LakeFS
- DevGenius
- Aporia
-
Slowly Changing Dimensions Data Modeling
- dbt snapshots
- 6 Kinds
- Data Vault
- SCD Data Warehouse
- Redshift
- VDK
- dataform - 2 slowly changing dimensions tables from mutable data sources in Dataform.
- dbtvault
-
Soft Delete in ORM Frameworks
- Golang Bun
- Golang GORM
- Typescript DeepKit
- Java Spring
- Typescript TypeOrm
- Typescript Sequalize
- Rust
- brandur
- Evil Martians
- Python Django
- Typescript Prisma - generation Node.js and TypeScript ORM
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Time Travel and Temporal Tables
- Azure
- MariaDB
- Dremio
- Iceberg
- SAP HANA - Versionined, Application-Time Period)
- Hopsworks
- BigQuery
- JOOQ
- Apache Flink
- 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)
- Cockroach
- Apache Arrow - of join (not exactly bi-temporal, but is temporal joining)
- Teradata
Programming Languages
Categories
Sub Categories
Keywords
change-data-capture
5
database
4
java
3
python
3
bitemporal
3
postgresql
3
mysql
3
data-pipeline
2
elt
2
etl
2
pipeline
2
data-engineering
2
snowflake
2
data
2
kafka
2
sql
2
cdc
2
distributed-systems
2
crdt
1
elixir
1
data-integration
1
phoenix
1
phoenix-framework
1
postgres
1
data-collection
1
data-analysis
1
pubsub
1
realtime
1
bigquery
1
version-controlled-database
1
command-line
1
data-version-control
1
data-versioning
1
mariadb
1
immutable-database
1
golang
1
git-sql
1
git-for-databases
1
git-for-data
1
git-database
1
git
1
decentralized-database
1
database-versioning
1
database-version-control
1
data-engineer
1
data-engineering-pipeline
1
data-lineage
1
data-pipelines
1
data-science
1
data-structures
1