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awesome-data-contracts
A curated list of awesome blogs, videos, tools and resources about Data Contracts
https://github.com/AltimateAI/awesome-data-contracts
Last synced: 4 days ago
JSON representation
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Articles and Blogs
- Data Contracts: The Mesh Glue
- Data contracts - ensure robustness in your data mesh architecture - Interesting view on using data sharing agreements in data mesh architecutre and how data contracts validation should be done as data products sidecar
- Data contracts wrapped 2022 - Data contracts creation, storage, enforcement and application
- Data Contracts: The Mesh Glue
- Data contracts - ensure robustness in your data mesh architecture - Interesting view on using data sharing agreements in data mesh architecutre and how data contracts validation should be done as data products sidecar
- Data contracts wrapped 2022 - Data contracts creation, storage, enforcement and application
- Demystifying event streams - New event streams model at Merit and event specifications being treated as data contracts - named OMG contract
- Yet another post on data contracts - part I
- Yet another post on data contracts - part II
- Are we setting data contracts in the right place?
- The best data contract is the pull request
- An open letter to data ninjas - yes, you need to implement data contracts
- Data person: attorney at law
- Interfaces and Breaking Stuff by Tristan Handy (CEO, DBT)
- Implementing data contracts at GoCardless
- 7 key learnings from implementing data contracts (Bar Moses and Andrew Jones)
- A PM's thoughts on data contracts
- Engineer’s guide to data contracts part I - entities
- Data Contract 101 - so-dirty introduction to data contracts, focusing on the Open Data Contract Standard (ODCS).
- Engineer’s guide to data contracts part II - application events
- Data Contracts: The Mesh Glue
- Why the Need for Standardizing Data Contracts?
- Yet another post on data contracts - part III
- Brain, kidney, cancer research and data contracts - Example of data contract explanation / discussion in simple terms for people outside of data space
- Improving data quality with data contracts (GoCardless)
- Data contracts wrapped 2022 - Data contracts creation, storage, enforcement and application
- McDonald's event driven architecture and data journey - Use of data contracts in McDonald's event driven architecture
- 7 Lessons From GoCardless’ Implementation of Data Contracts
- Fine let’s talk about data contracts - Different view on viability and usability of data contracts
- Implementing data contracts in data warehouse - Data contracts validation in data warehouse and downstream systems and not just limited to source systems.
- The rise of data contracts - (Q/A style article on what are data contracts and why we need them)
- Data contracts from zero to hero - a pragmatic approach to data contracts
- Implementing data contracts - Implementing basic schema based data contract with Kafka schema registry
- Data contracts - ensure robustness in your data mesh architecture - Interesting view on using data sharing agreements in data mesh architecutre and how data contracts validation should be done as data products sidecar
- Data Contracts: The Key to Scaling Distributed Data Architecture and Reducing Data Chaos
- Using Data Contracts with Confluent Schema Registry
- Data Contracts in Action - Testing
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Related
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Videos
- How to use Data Contracts for Long-Term Schema Management
- Data Contract Battle Royale w/ Chad Sanderson vs Ethan Aaron
- Driving ML data quality with data contracts
- Inventing data contracts and building data for a FinTech unicorn with Andrew Jones of GoCardless
- How data contracts can kill innovation
- Data contracts and domain ownership
- Getting jiggy with jsonschema: The power of contracts for building data systems
- Data Contracts: Accountable Data Quality w/ Chad Sanderson - UDEM October 2022
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Podcasts
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Books
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Tools
- Buz - Buz collects, validates, and delivers schematized data to where it needs to bee
- Benthos - Benthos is a high performance and resilient stream processor, able to connect various sources and sinks in a range of brokering patterns and perform hydration, enrichments, transformations and filters on payloads.
- Reflekt - Define tracking plans as code for analytics
- Data Caterer - Data Caterer is a test data management tool that can leverage the rich metadata from data contracts to help simulate production-like data and validate your data pipelines
- Schemata - Schemata is a schema modeling framework for decentralized domain-driven ownership of data. Schemata combines a set of standard metadata definitions for each schema & data field and a scoring algorithm to provide a feedback loop on how efficient the data modeling of your data warehouse is.
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Specifications and Protocols
- Data Product Descriptor Specification
- Open Data Contract Specification - driven open standard to define data contract around eight sections: demographics, schema, Data Quality, pricing, stakeholders, security, SLA, and custom properties.
Categories
Sub Categories
Keywords
data-quality
3
avo
1
customer-data-platform
1
data-modeling
1
data-warehouse
1
dbt
1
dbt-package
1
events
1
governance
1
product-analytics
1
schema-registry
1
segment
1
segment-protocols
1
data-generation
1
data-test
1
data-testing
1
data-validation
1
java
1
scala
1
testing-automation
1
ui
1
yaml
1
data
1
data-contract
1
data-contracts
1
data-engineering
1
data-mesh
1