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Dev #92

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merged 130 commits into from
Oct 20, 2024
Merged

Dev #92

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f4d8d26
Update README.md
jgperrin May 2, 2024
e6918ec
Merge branch 'dev_v3' into rfc-0002-data-types
pflooky May 13, 2024
638d72e
Merge remote-tracking branch 'bitol/main' into dev_v3
pflooky May 25, 2024
71ec160
Merge branch 'bitol-main' into dev_v3
pflooky May 25, 2024
cce0bd2
Merge remote-tracking branch 'bitol/main' into dev_v3
pflooky May 29, 2024
ed65e56
Merge branch 'dev_v3' into rfc-0002-data-types
pflooky May 30, 2024
addb24a
Add in date logical type
pflooky May 30, 2024
5cdbfda
Merge remote-tracking branch 'bitol/main' into dev_v3
pflooky Jul 12, 2024
a910939
Merge remote-tracking branch 'bitol/dev_v3' into rfc-0002-data-types
pflooky Jul 12, 2024
21ab2d1
Add in integer/number format to follow Rust integer format, add in v3…
pflooky Jul 12, 2024
7d0758b
Split up number and integer formats, allow f32 and f64 format for num…
pflooky Jul 13, 2024
0606c37
Integration of RFC 4
jgperrin Jul 26, 2024
7c85c24
Updates from https://github.com/bitol-io/tsc/blob/main/rfcs/0005-clea…
jochenchrist Jul 27, 2024
5346e15
Update CHANGELOG
jochenchrist Jul 27, 2024
305d6df
Update Roles
jochenchrist Jul 27, 2024
20843bf
Merge remote-tracking branch 'bitol/dev_v3' into rfc-0002-data-types
pflooky Jul 28, 2024
7e38ab3
Merge pull request #46 from pflooky/rfc-0002-data-types
destouma Jul 28, 2024
b6f810b
Adding v3 diagram
jgperrin Jul 29, 2024
ea56e77
Move articles
jgperrin Jul 29, 2024
bbdf71a
Update resources.md
jgperrin Jul 29, 2024
8b705d6
Merge pull request #61 from bitol-io/jochenchrist-patch-1
jgperrin Jul 29, 2024
8e3e4fa
Cleanup
jgperrin Jul 29, 2024
009430e
Lots of cleanup.
jgperrin Jul 29, 2024
e227bc7
Update odcs-json-schema-latest.json
jgperrin Jul 29, 2024
3f83f91
RFC 6
jgperrin Jul 30, 2024
948a8f9
Added explanation
jgperrin Jul 30, 2024
c54ff40
Update CHANGELOG.md
jgperrin Jul 30, 2024
162dec0
Update
jgperrin Jul 30, 2024
74c6670
Link issue in TOC
jgperrin Jul 30, 2024
28752e8
Update standard.md
jgperrin Jul 30, 2024
23ca6d4
Merge pull request #63 from bitol-io/jgp-rfc6
pflooky Aug 8, 2024
1491bfb
Merge pull request #64 from bitol-io/jgp-rfc4
pflooky Aug 8, 2024
9eb9add
Update JSON Schema according to RFCs 0001, 0002, 0003, 0004, 0005 and…
pflooky Aug 15, 2024
f8b1a18
Add in RFC-0007 data quality base definition to JSON schema
pflooky Aug 21, 2024
83e722a
Merge pull request #65 from pflooky/json_schema_v3
destouma Aug 21, 2024
8192640
Add properties key to logicalType object for nested fields.
jochenchrist Aug 28, 2024
8afcfcf
Merge pull request #66 from bitol-io/jochenchrist-dev_v3-add-missing-…
jgperrin Aug 29, 2024
a383839
Rename standard.md to index.md
jgperrin Aug 29, 2024
a35bf5e
Rename index.md to README.md
jgperrin Aug 29, 2024
1ef6335
Update README.md
jgperrin Aug 29, 2024
65e488f
Update README.md
jgperrin Aug 30, 2024
3b75a9f
Update README.md
jgperrin Aug 30, 2024
0993953
Update README.md
jgperrin Aug 30, 2024
4024b08
Update database-table-sla.odcs.yaml
jgperrin Sep 4, 2024
0ab63d3
Merge pull request #68 from bitol-io/bug-in-SLA-example
pflooky Sep 7, 2024
2823c54
Merge pull request #67 from bitol-io/jgperrin-better-team
jgperrin Sep 10, 2024
bba6fe0
Update README.md
jgperrin Sep 10, 2024
8909b32
Update README.md
jgperrin Sep 10, 2024
9b44bda
Update README.md
jgperrin Sep 10, 2024
6828cad
Update README.md
jgperrin Sep 11, 2024
a889efd
Update README.md
jgperrin Sep 11, 2024
4ae966a
Update README.md
jgperrin Sep 11, 2024
79ec2e2
Update post Jochen's review
jgperrin Sep 11, 2024
ff17291
Update CHANGELOG.md
jgperrin Sep 11, 2024
756c533
Update CONTRIBUTING.md
jgperrin Sep 11, 2024
ddf6368
Update CONTRIBUTING.md
jgperrin Sep 11, 2024
ec03e0a
Update README.md
jgperrin Sep 11, 2024
0293e66
Merge pull request #69 from bitol-io/rfc7
jgperrin Sep 15, 2024
a1f1e41
First draft of describing the servers
simonharrer Sep 16, 2024
d158864
Add docs for server types
simonharrer Sep 16, 2024
ff3c97b
Quality: Rename type implicit to default
jochenchrist Sep 17, 2024
ce6a78f
Remove server type mssql in favor of sqlserver (removed duplicate)
simonharrer Sep 17, 2024
915ade5
Minor fix
simonharrer Sep 17, 2024
8a5c029
Minor fix
simonharrer Sep 17, 2024
300e3b2
Rename to library
jochenchrist Sep 17, 2024
0dc850a
Add Data Contract Manager to Vendor list.
jochenchrist Sep 17, 2024
4f7e0c8
Update column-accuracy.odcs.yaml
jgperrin Sep 17, 2024
f2cc0c9
Merge pull request #71 from bitol-io/jochenchrist-quality-default
jgperrin Sep 17, 2024
85db72d
Merge pull request #72 from bitol-io/jochenchrist-vendors-datacontrac…
jgperrin Sep 17, 2024
2280d63
Add in missing attributes for data quality checks, update examples to…
pflooky Sep 17, 2024
9fbc8a2
Merge remote-tracking branch 'bitol/dev_v3' into rfc-7-update-schema
pflooky Sep 17, 2024
06b9141
Some cleanup of the server section for consistency/
jgperrin Sep 17, 2024
3a0627b
More cleanup
jgperrin Sep 17, 2024
818b896
Update README.md
jgperrin Sep 17, 2024
f1433d1
Update README.md
jgperrin Sep 17, 2024
42a5e29
Merge pull request #73 from pflooky/rfc-7-update-schema
jgperrin Sep 17, 2024
674dcbc
Typo - thanks Jochen
jgperrin Sep 17, 2024
c105ce0
Merge pull request #74 from bitol-io/jgperrin_rfc1
simonharrer Sep 30, 2024
a739a5a
Last changes for server
simonharrer Sep 30, 2024
c3f2916
Merge branch 'dev_v3' into dev_v3_server
simonharrer Sep 30, 2024
d93ddab
Merge pull request #75 from bitol-io/dev_v3_server
simonharrer Sep 30, 2024
8cc4d43
Merge remote-tracking branch 'bitol/main' into dev_v3
pflooky Oct 2, 2024
65d2c9c
Update full example to use element for slaProperties
pflooky Oct 2, 2024
b65d511
Copy v3.0.0 JSON schema to latest
pflooky Oct 2, 2024
2ac7100
Update based on PR feedback
jgperrin Oct 2, 2024
38ad256
Update
jgperrin Oct 2, 2024
fe9e96e
Update full-example.odcs.yaml
jgperrin Oct 2, 2024
c767b8f
Typo in name
jgperrin Oct 2, 2024
ef392fd
Update full-example.odcs.yaml
jgperrin Oct 2, 2024
9f5305e
Update full-example.odcs.yaml
jgperrin Oct 2, 2024
b92cbf3
Update full-example.odcs.yaml
jgperrin Oct 2, 2024
c7b1ce5
Debugging Signed-off-by: Jean-Georges "jgp" Perrin <[email protected]>
jgperrin Oct 2, 2024
3461d18
Debugging more
jgperrin Oct 2, 2024
4b0f0e8
Merge pull request #78 from bitol-io/dev_v3
jgperrin Oct 2, 2024
cde738c
Reintroduced schema v2.2.1
jgperrin Oct 2, 2024
c63ac4f
ODCS-36: Move scripts under src/script folder
pflooky Oct 3, 2024
9df7ef7
Merge pull request #79 from pflooky/ODCS-36
jgperrin Oct 3, 2024
d6e5739
Remove type from fundamentals, update README with team definition, up…
pflooky Oct 8, 2024
ae38997
Update README.md
dirkvandepoel Oct 10, 2024
09b14f9
Add in article about data contract tools
pflooky Oct 10, 2024
f39596a
Allow docs site to deploy from dev
pflooky Oct 10, 2024
ca25641
Change checkout fetch-depth to 0 to get tags
pflooky Oct 10, 2024
c713a48
Update README.md
dirkvandepoel Oct 10, 2024
bd71d9b
Update README.md
jochenchrist Oct 13, 2024
4f32e8b
Last changes for server
simonharrer Oct 15, 2024
c84e505
Bugfix
simonharrer Oct 15, 2024
84ee3da
Update examples without type in top level
pflooky Oct 15, 2024
a916e8d
Merge pull request #81 from pflooky/remove-type
jgperrin Oct 15, 2024
c417cc3
Merge pull request #83 from bitol-io/dirkvandepoel-patch-2
jgperrin Oct 15, 2024
856de74
Merge branch 'dev' into dirkvandepoel-patch-1
jgperrin Oct 15, 2024
9fa00b1
Merge pull request #84 from bitol-io/dirkvandepoel-patch-1
jgperrin Oct 15, 2024
5d93a2e
Merge branch 'dev' into remove-top-level-quality
jgperrin Oct 15, 2024
07f62d5
Merge pull request #85 from bitol-io/remove-top-level-quality
jgperrin Oct 15, 2024
c01321f
Update README.md
jgperrin Oct 15, 2024
189fadc
Update README.md
jgperrin Oct 15, 2024
e24c1f8
Merge pull request #88 from bitol-io/dev-server-fix
jgperrin Oct 15, 2024
858c462
Fix formatting issues in markdown that caused doc site to change text…
pflooky Oct 15, 2024
4639a06
Merge remote-tracking branch 'bitol/dev' into fix-links-markdown-format
pflooky Oct 15, 2024
2e6ae5f
Add custom properties in schema
simonharrer Oct 17, 2024
e7797a0
Merge pull request #91 from bitol-io/dev-custom-properties-in-schema
jgperrin Oct 17, 2024
f6943bd
Update CHANGELOG.md
simonharrer Oct 17, 2024
58f02bf
Merge pull request #89 from pflooky/fix-links-markdown-format
jgperrin Oct 17, 2024
779cdda
Fix formatting
pflooky Oct 18, 2024
7f125a9
Add in all examples to example doc, create markdown files for example…
pflooky Oct 18, 2024
6b9c868
Fix sed command
pflooky Oct 18, 2024
aec155e
Add in dynamic nav for examples
pflooky Oct 18, 2024
e09bd42
Fix sed command
pflooky Oct 18, 2024
4634a59
Fix links in examples README
pflooky Oct 20, 2024
2d4e71d
Only deploy docs site for main branch changes
pflooky Oct 20, 2024
13b2d3d
Push docs on tag changes
pflooky Oct 20, 2024
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8 changes: 4 additions & 4 deletions .github/workflows/docs-site-deploy.yaml
Original file line number Diff line number Diff line change
@@ -1,6 +1,8 @@
name: docs-site-deploy
on:
push:
tags:
- *
branches:
- main
permissions:
Expand All @@ -26,10 +28,8 @@ jobs:
path: .cache
restore-keys: |
mkdocs-material-
- run: pip install mkdocs-open-in-new-tab mike
- run: pip install mkdocs-material
- run: pip install "mkdocs-material[imaging]"
- run: bash script/build_docs.sh
- run: pip install mkdocs-material mkdocs-open-in-new-tab "mkdocs-material[imaging]" mkdocs-awesome-pages-plugin mike
- run: bash src/script/build_docs.sh
- run: |
latest_tag=$(git describe --tags --abbrev=0)
mike deploy --push --update-aliases "$latest_tag" latest
18 changes: 18 additions & 0 deletions .github/workflows/validate-examples.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
name: validate-examples
on:
push:
branches: ["*"]

jobs:
deploy:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: latest
- name: Install ajv
run: |
npm i -g ajv-cli ajv-formats
- name: Validate examples
run: bash src/script/validate-examples.sh
7 changes: 7 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -3,3 +3,10 @@
.idea
site
*.iml
.cache

docs/changelog.md
docs/contributing.md
docs/home.md
docs/vendors.md
docs/examples/**/*.md
88 changes: 81 additions & 7 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,76 @@ image: "https://raw.githubusercontent.com/bitol-io/artwork/main/horizontal/color

This document tracks the history and evolution of the **Open Data Contract Standard**.

# v3.0.0 - 2024-10-05 - IN REVIEW

* **New section**: Support & communication channels.
* **New section**: Servers.
* **Changes** to fundamentals :
* Rename `uuid` to `id`.
* Add `name`.
* Rename `quantumName` to `dataProduct` and make it optional.
* Rename `datasetDomain` to `domain` (we avoid the dataset prefix).
* Drop `datasetKind` (example: `virtualDataset`, was optional, have not seen any usage).
* Drop `userConsumptionMode` (examples: `analytical`, was optional, already deprecated in v2.).
* Drop `sourceSystem` (example: `bigQuery`, information will be encoded in servers).
* Drop `sourcePlatform` (example: `googleCloudPlatform`, information will be encoded in servers).
* Drop `productSlackChannel` (will move to support channels).
* Drop `productFeedbackUrl` (will move to support channels).
* Drop `productDl` (will move to support channels).
* Drop `username` (credentials should not be stored in the data contract).
* Drop `password` (credentials should not be stored in the data contract).
* Drop `driverVersion` (will move to servers if needed).
* Drop `driver` (will move to servers if needed).
* Drop `server` (will move to servers if needed).
* Drop `project` (BigQuery-specific, will move to servers).
* Drop `datasetName` (BigQuery-specific, will move to servers).
* Drop `database` (BigQuery-specific, will move to servers).
* Drop `schedulerAppName` (not part of the contract).
* **Changes** to Schema:
* Major changes, check spec.
* Adds support for non table formats, hierarchies, and arrays.
* `name` is a new field
* `items` is a new field
* `priorTableName` is not supported anymore, if needed, consider a custom property.
* `table` is not supported anymore, if needed, consider using `name`.
* `columns` is now `properties`
* `dataGranularity` is now `dataGranularityDescription`.
* `encryptedColumnName`is now `encryptedName`.
* `partitionStatus` is now `partitioned`.
* `clusterStatus` is not supported anymore, if needed, consider a custom property.
* `clusterKeyPosition` is not supported anymore, if needed, consider a custom property.
* `sampleValues` is now `examples`.
* `isNullable` is now `required`.
* `isUnique` is now `unique`.
* `isPrimaryKey` is now `primaryKey`.
* `criticalDataElementStatus` is now `criticalDataElement`.
* `clusterKeyPosition` is not supported anymore, if needed, consider a custom property.
* `transformSourceTables` is now `transformSourceObjects`
* Restrict `schema.*.logicalType` to be one of `string`, `date`, `number`, `integer`, `object`, `array`, `boolean`.
* Add `schema.*.logicalTypeOptions`.
* **Changes** to Data Quality:
* Significant changes have been applied to support more tools and use cases. Please review the new section.
* If needed, `templateName` is a custom property.
* `toolName` is obsolete, replaced by `type=custom; engine: <engine name>`.
* `scheduleCronExpression` is replaced by `schedule` and `scheduler`. `scheduleCronExpression: 0 20 * * *` becomes `schedule: 0 20 * * *` and `scheduler: cron`.
* Pricing:
* No changes.
* **Changes** to team (fka stakeholders):
* Replaces `stakeholders`. Content stays the same.
* **Changes** to Role:
* Added `description`
* Changed `access` is not required anymore
* Security:
* No changes.
* **Changes** to SLA:
* Starting with v3, the schema is not purely tables and columns, hence minor modifications: columns are now elements.
* `slaDefaultColumn` is now `slaDefaultElement`.
* `column` is now `element`.
* Explicit reference to Data QoS.
* **Changes** to custom and other properties:
* `systemInstance` is not supported anymore, if needed, consider a custom property.


# v2.2.2 - 2024-05-23 - APPROVED

* In JSON schema validation:
Expand All @@ -14,12 +84,13 @@ This document tracks the history and evolution of the **Open Data Contract Stand
* Change `price.priceAmount` data type from `string` to `number`.
* Change `slaProperties.value` data type from `string` to `oneOf[string, number]`.
* Change `slaProperties.valueExt` data type from `string` to `oneOf[string, number]`.
* Update [examples](docs/examples) to adhere to JSON schema.
* Full example from README directs to [full-example.yaml](docs/examples/all/full-example.yaml).
* Update [examples](docs/examples/README.md) to adhere to JSON schema.
* Full example from README directs to [full-example.yaml](docs/examples/all/full-example.odcs.yaml).
* Add in mkdocs for creating a [documentation website](https://bitol-io.github.io/open-data-contract-standard/). Check [building-doc.md](building-doc.md).
* Add vendors page [vendors.md](vendors.md). Feel free to add anyone there.

# v2.2.1 - 2023-12-18 - APPROVED

# v2.2.1 - 2023-12-18 - REPLACED BY V2.2.2

* Reformat quality examples to be valid YAML.
* Type of definition for authority have standard values: `businessDefinition`, `transformationImplementation`, `videoTutorial`, `tutorial`, and `implementation`.
Expand All @@ -28,7 +99,8 @@ This document tracks the history and evolution of the **Open Data Contract Stand
* Integrated as part of [Bitol](https://lfaidata.foundation/projects/bitol/).
* Reformat Markdown tables.

# v2.2.0 - 2023-07-27 - APPROVED

# v2.2.0 - 2023-07-27 - REPLACED BY V2.2.1

* New name to Open Data Contract Standard.
* `templateName` is now called `standardVersion`, v2.2.0 parsers should account for this change and support both to avoid a breaking change.
Expand All @@ -37,12 +109,14 @@ This document tracks the history and evolution of the **Open Data Contract Stand
* Various improvements and typo corrections.
* Finalization of fork under AIDA User Group.

# v2.1.1 - 2023-04-26 - APPROVED

# v2.1.1 - 2023-04-26 - REPLACED BY V2.2.0

* Open source version.
* Additional value field `valueExt` in SLA.

# v2.1.0 - 2023-03-23 - APPROVED

# v2.1.0 - 2023-03-23 - REPLACED BY V2.1.1

## Data Quality
The data contract adds elements specifically for interfacing with the Data Quality tooling.
Expand All @@ -68,7 +142,7 @@ The service-level agreements not previously used are more detailed to follow the
## Other
Removed the weight for system ratings from the data contract. Their default values remain.

# v2.0.0 - SUPERSEED BY V2.1.0
# v2.0.0 - REPLACED BY V2.1.0

## Guidelines & Evolution
* [Type case](https://google.github.io/styleguide/jsoncstyleguide.xml?showone=Property_Name_Format#Property_Name_Format)
Expand Down
85 changes: 2 additions & 83 deletions CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,88 +4,7 @@ description: "How you can contribute to the Open Data Contract Standard (ODCS)."
image: "https://raw.githubusercontent.com/bitol-io/artwork/main/horizontal/color/Bitol_Logo_color.svg"
---

# Open Data Contract Standard
# Contributing to Open Data Contract Standard

## Executive summary
First off, thanks for taking the time to contribute! ❤️
Thank you for your interest in contributing to Open Data Contract Standard (ODCS). Please refer to the [TSC contributing guidelines](https://github.com/bitol-io/tsc/blob/main/CONTRIBUTING.md).

All types of contributions are encouraged and valued. See the [Table of Contents](#table-of-contents) for different ways to help and details about how this project handles them. Please make sure to read the relevant section before making your contribution. It will make it a lot easier for us maintainers and smooth out the experience for all involved. The community looks forward to your contributions. 🎉

You do not have to be a member of AIDA User Group to contribute, although becoming a member is free. Strength is always in the number. Check [it out](https://aidausergroup.org/join/).

> And if you like the project, but just don't have time to contribute, that's fine. There are other easy ways to support the project and show your appreciation, which we would also be very happy about:
> - Star the project.
> - Tweet about it.
> - Refer this project in your project's readme.
> - Mention the project at local meetups and tell your friends/colleagues.

<!-- omit in toc -->
## Table of Contents

- [Code of Conduct](#code-of-conduct)
- [I Have a Question](#i-have-a-question)
- [I Want To Contribute](#i-want-to-contribute)
- [Suggesting Enhancements](#suggesting-enhancements)
- [Improving The Documentation](#improving-the-documentation)
- [Join The Project Team](#join-the-project-team)


## Code of Conduct

This project and everyone participating in it is governed by the
[Open Data Contract Standard Code of Conduct](blob/master/CODE_OF_CONDUCT.md).
By participating, you are expected to uphold this code. Please report unacceptable behavior
to [@jgperrin](https://github.com/jgperrin).


## I Have a Question

** New **

AIDA User Group also opened its Slack for Data Contract discussion. It is an alternate way of contributing to this project. The Slack channel is now [available](https://aidaug.slack.com/archives/C05UZRSBKLY).

You have to be a member of AIDA User Group (it's free) to have access to our Slack channel. All the details are [here](https://aidausergroup.org/welcome/).

> If you want to ask a question, we assume that you have read the available [Documentation](https://github.com/AIDAUserGroup/open-data-contract-standard).

Before you ask a question, it is best to search for existing [Issues](https://github.com/bitol-io/open-data-contract-standard/issues) that might help you. In case you have found a suitable issue and still need clarification, you can write your question in this issue. It is also advisable to search the internet for answers first.

If you then still feel the need to ask a question and need clarification, we recommend the following:

- Open a [New Issue](https://github.com/bitol-io/open-data-contract-standard/issues/new).
- Provide as much context as you can about what you're running into.

We will then take care of the issue as soon as possible.

## I Want To Contribute

> ### Legal Notice <!-- omit in toc -->
> When contributing to this project, you must agree that you have authored 100% of the content, that you have the necessary rights to the content and that the content you contribute may be provided under the project license.

### Suggesting Enhancements

This section guides you through submitting an enhancement suggestion for Data Contract Template, **including completely new features and minor improvements to existing functionality**. Following these guidelines will help maintainers and the community to understand your suggestion and find related suggestions.

<!-- omit in toc -->
#### Before Submitting an Enhancement

- Make sure that you are using the latest version.
- Read the [documentation](https://github.com/AIDAUserGroup/open-data-contract-standard) carefully and find out if the functionality is already covered.
- Perform a [search](https://github.com/bitol-io/open-data-contract-standard/issues) to see if the enhancement has already been suggested. If it has, add a comment to the existing issue instead of opening a new one.
- Find out whether your idea fits with the scope and aims of the project. It's up to you to make a strong case to convince the project's developers of the merits of this feature. Keep in mind that we want features that will be useful to the majority of our users and not just a small subset.

<!-- omit in toc -->
#### How Do I Submit a Good Enhancement Suggestion?

Enhancement suggestions are tracked as [GitHub issues](https://github.com/bitol-io/open-data-contract-standard/issues).

- Use a **clear and descriptive title** for the issue to identify the suggestion.
- Provide a **step-by-step description of the suggested enhancement** in as many details as possible.
- **Describe the current behavior** and **explain which behavior you expected to see instead** and why. At this point you can also tell which alternatives do not work for you.
- **Explain why this enhancement would be useful** to most Open Data Contract Standard users. You may also want to point out the other projects that solved it better and which could serve as inspiration.

### Improving The Documentation
Please contact [@jgperrin](https://github.com/jgperrin). Examples are always welcome.

## Join The Project Team
Please contact [@jgperrin](https://github.com/jgperrin).
45 changes: 15 additions & 30 deletions README.md
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Expand Up @@ -13,7 +13,7 @@ Welcome!
Thanks for your interest and for taking the time to come here! ❤️

## Executive summary
This standard describes a structure for a **data contract**. Its current version is v2.2.2. It is available for you as an Apache 2.0 license. Contributions are welcome!
This standard describes a structure for a **data contract**. Its current version is v3.0.0. It is available for you as an Apache 2.0 license. Contributions are welcome!

## Discover the open standard
A reader-friendly version of the standard can be found on its [dedicated site](https://bitol-io.github.io/open-data-contract-standard/).
Expand All @@ -25,14 +25,18 @@ Discover the [Open Data Contract Standard](docs/README.md). This file contains s
### The basics of a data contract
A data contract defines the agreement between a data producer and consumers. A data contract contains several sections:

* [Fundamentals](docs/README.md#demographics).
* [Schema](docs/README.md#dataset-and-schema).
* [Data quality](docs/README.md#data-quality-).
* [Service-level agreement (SLA)](docs/README.md#service-level-agreement).
* [Security & stakeholders](docs/README.md#stakeholders).
* [Custom properties](docs/README.md#other-properties).
* [Fundamentals](docs/README.md#fundamentals).
* [Schema](docs/README.md#schema).
* [Data quality](docs/README.md#data-quality).
* [Support & communication channels](docs/README.md#support-and-communication-channels)
* [Pricing](docs/README.md#pricing)
* [Team](docs/README.md#team)
* [Roles](docs/README.md#roles)
* [Service-level agreement (SLA)](docs/README.md#service-level-agreement-sla).
* [Infrastructures & servers](docs/README.md#infrastructure-and-servers)
* [Custom properties](docs/README.md#custom-properties).

![Data contract schema](docs/img/data-contract-v2.2.1-schema.svg "Data contract schema")
![Data contract schema](docs/img/data-contract-diagram-latest.svg "Data contract schema")

*Figure 1: illustration of a data contract, its principal contributors, sections, and usage.*

Expand All @@ -44,30 +48,11 @@ validation of your YAML files. Links below show how you can import the schema:
- [IntelliJ](https://www.jetbrains.com/help/idea/json.html#ws_json_schema_add_custom)
- [VS Code](https://code.visualstudio.com/docs/languages/json#_json-schemas-and-settings)

## Contributing to the project
Check out the [CONTRIBUTING](./CONTRIBUTING.md) file.

## Articles and Other Resources
Check out the [resources](resources.md) page.

* 2024-07-17 - [Data Contracts in Action: Testing](https://medium.com/@pflooky/data-contracts-in-action-testing-111631338657)
* 2024-06-12 - [The Future of Data Management: An Enabler of AI Development? A Basic Illustration with RAG, Open Standards, and Data Contracts](https://blog.owulveryck.info/2024/06/12/the-future-of-data-management-an-enabler-of-ai-development-a-basic-illustration-with-rag-open-standards-and-data-contracts.html)
* 2024-05-30 - [ODCS Roadmap](https://medium.com/abeadata/odcs-roadmap-9b9a17367af4)
* 2024-05-25 - [Conceptual model of Data Quality of Service as Code by Jarkko Moilanen](https://aidausergroup.org/2024/05/25/aida-user-group-forecaster-pi-day-highlights-data-quality-whats-new/)
* 2024-02-06 - [Getting started with ODCS](https://medium.com/abeadata/getting-started-with-odcs-3ba790707879)
* 2023-12-08 - [Why the Need for Standardizing Data Contracts?](https://medium.com/abeadata/why-the-need-for-standardizing-data-contracts-133bc3491148)
* 2023-11-30 - [Linux Foundation AI & Data - Bitol Joins LF AI & Data as New Sandbox Project](https://lfaidata.foundation/blog/2023/11/30/bitol-joins-lf-ai-data-as-new-sandbox-project/)
* 2023-11-30 - [AIDAUG - Bitol Joins LF AI & Data as New Sandbox Project](https://aidausergroup.org/2023/11/30/bitol-joins-lf-ai-data-as-new-sandbox-project/)
* 2023-11-22 - [What is, and what isn’t, a data contract](https://datacreation.substack.com/p/what-is-and-what-isnt-a-data-contract)
* 2023-10-01 - [Data Contracts: A Bridge Connecting Two Worlds](https://medium.com/@atanas.iliev.ai/data-contracts-a-bridge-connecting-two-worlds-404eff1d970d)
* 2023-09-10 - [Data Contracts 101](https://medium.com/p/568a9adbf9a9)
* 2023-08-10 - [Welcome to the Open Data Contract Standard](https://jgp.ai/2023/08/09/welcome-to-the-open-data-contract-standard/)
* 2023-05-11 - [Data Contracts – Everything You Need to Know](https://www.montecarlodata.com/blog-data-contracts-explained/)
* 2023-05-07 - [Data Engineering Weekly #130 - Data Contract in the Wild with PayPal’s Data Contract Template](https://www.dataengineeringweekly.com/p/data-engineering-weekly-130)
* 2023-05-06 - [PayPal เปิด Data Contract เป็น Open Source Template ให้ไปใช้งานกัน](https://discuss.dataengineercafe.io/t/paypal-data-contract-open-source-template/581/1)
* 2023-05-05 - [Jonathan Neo (j__neo ) on Reddit](https://www.reddit.com/r/dataengineering/comments/137glbo/comment/jixw5hj/?utm_source=reddit&utm_medium=web2x&context=3)
* 2023-05-01 - [PayPal open sources its data contract template](https://jgp.ai/2023/05/01/paypal-open-sources-its-data-contract-template/)

If you spot an article about the Open Data Contract Standard, make a pull request!
## Contributing to the project
Check out the [CONTRIBUTING](./CONTRIBUTING.md) page.

## More

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