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--- |
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license: mit |
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task_categories: |
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- text-classification |
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- zero-shot-classification |
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- summarization |
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- text2text-generation |
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- sentence-similarity |
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tags: |
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- chemistry |
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- biology |
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- finance |
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- legal |
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- music |
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- art |
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- code |
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- climate |
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- medical |
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pretty_name: One million commits |
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size_categories: |
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- 1M<n<10M |
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--- |
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# One million commits |
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A large variety of git commits pulled from across GitHub. |
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Created by **William Entriken**, released **2023-09-26**, version **1**. |
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This composition is licensed under the **MIT license**. |
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## Intended use |
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This dataset could be used to train a model concerned with programming tasks: |
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1. Summarize some programming work |
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1. Perform work given a description of the work to do |
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1. Learn-by-example the syntax for all active programming languages and structured data formats |
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This dataset could be used to train a model concerned with scoring and trend analysis: |
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1. Identify trends in programming across years |
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1. Compare popularity and impact of programming topics/languages (using stars, quality as a signal) |
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1. Score programming work as good or bad (using authors' ratings as a signal) |
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1. Identify popular project file layouts for each programming language |
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Because this dataset comprises about a half terabyte of text, it may be useful for a training a general text processing model. Or at least a niche of such a model. |
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## Factors |
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An attempt was made at providing a large variety of repositories. To example the potential biases, here is a comparison of our dataset to sampling at random from the list of all commits across GitHub. |
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1. This dataset should overrepresent repositories with 7+ character words. |
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1. This dataset should overrepresent repositories with few commits (because only one commit is included per repository). |
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1. This dataset should overrepresent repositories from authors with many repositories. |
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## Metrics |
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* Commits: 1,000,000 |
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* Distinct repositories: 1,000,000 |
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* Distinct authors: xxx |
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* Bytes: |
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## Data format |
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The files are distributed as SQLite databases with the schema: |
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```sql |
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CREATE TABLE commits (repo_full_name TEXT UNIQUE, repo JSON, `commit` JSON, commit_patch TEXT, author JSON); |
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``` |
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Each repository is included at most once, which is why `repo_full_name` is a unique key. The `commit_patch` is the full `.patch` file for the commit. Other columns `repo`, `commit` and `author` are JSON blobs following the GitHub API schema: |
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<details> |
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<summary>repository</summary> |
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```json |
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{ |
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"title": "Repo Search Result Item", |
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"description": "Repo Search Result Item", |
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"type": "object", |
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"properties": { |
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"id": { |
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"type": "integer" |
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}, |
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"node_id": { |
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"type": "string" |
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}, |
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"name": { |
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"type": "string" |
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}, |
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"full_name": { |
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"type": "string" |
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}, |
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"owner": { |
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"anyOf": [ |
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{ |
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"type": "null" |
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}, |
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{ |
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"title": "Simple User", |
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"description": "A GitHub user.", |
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"type": "object", |
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"properties": { |
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"name": { |
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"type": [ |
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"string", |
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"null" |
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] |
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}, |
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"email": { |
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"type": [ |
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"string", |
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"null" |
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] |
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}, |
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"login": { |
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"type": "string", |
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"examples": [ |
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"octocat" |
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] |
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}, |
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"id": { |
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"type": "integer", |
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"examples": [ |
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1 |
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] |
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}, |
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"node_id": { |
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"type": "string", |
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"examples": [ |
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"MDQ6VXNlcjE=" |
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] |
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}, |
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"avatar_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://github.com/images/error/octocat_happy.gif" |
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] |
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}, |
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"gravatar_id": { |
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"type": [ |
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"string", |
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"null" |
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], |
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"examples": [ |
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"41d064eb2195891e12d0413f63227ea7" |
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] |
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}, |
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"url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://api.github.com/users/octocat" |
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] |
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}, |
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"html_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://github.com/octocat" |
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] |
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}, |
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"followers_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://api.github.com/users/octocat/followers" |
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] |
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}, |
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"following_url": { |
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"type": "string", |
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"examples": [ |
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"https://api.github.com/users/octocat/following{/other_user}" |
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] |
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}, |
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"gists_url": { |
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"type": "string", |
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"examples": [ |
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"https://api.github.com/users/octocat/gists{/gist_id}" |
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] |
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}, |
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"starred_url": { |
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"type": "string", |
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"examples": [ |
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"https://api.github.com/users/octocat/starred{/owner}{/repo}" |
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] |
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}, |
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"subscriptions_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://api.github.com/users/octocat/subscriptions" |
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] |
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}, |
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"organizations_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://api.github.com/users/octocat/orgs" |
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] |
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}, |
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"repos_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://api.github.com/users/octocat/repos" |
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] |
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}, |
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"events_url": { |
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"type": "string", |
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"examples": [ |
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"https://api.github.com/users/octocat/events{/privacy}" |
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] |
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}, |
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"received_events_url": { |
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"type": "string", |
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"format": "uri", |
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"examples": [ |
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"https://api.github.com/users/octocat/received_events" |
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] |
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}, |
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"type": { |
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"type": "string", |
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"examples": [ |
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"User" |
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] |
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}, |
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"site_admin": { |
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"type": "boolean" |
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}, |
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"starred_at": { |
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"type": "string", |
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"examples": [ |
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"\"2020-07-09T00:17:55Z\"" |
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] |
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} |
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}, |
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"required": [ |
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"avatar_url", |
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"events_url", |
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"followers_url", |
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"following_url", |
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"gists_url", |
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"gravatar_id", |
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"html_url", |
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"id", |
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"node_id", |
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"login", |
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"organizations_url", |
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"received_events_url", |
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"repos_url", |
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"site_admin", |
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"starred_url", |
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"subscriptions_url", |
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"type", |
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"url" |
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] |
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} |
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] |
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}, |
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"private": { |
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"type": "boolean" |
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}, |
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"html_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"description": { |
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"type": [ |
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"string", |
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"null" |
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] |
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}, |
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"fork": { |
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"type": "boolean" |
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}, |
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"url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"created_at": { |
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"type": "string", |
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"format": "date-time" |
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}, |
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"updated_at": { |
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"type": "string", |
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"format": "date-time" |
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}, |
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"pushed_at": { |
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"type": "string", |
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"format": "date-time" |
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}, |
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"homepage": { |
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"type": [ |
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"string", |
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"null" |
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], |
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"format": "uri" |
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}, |
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"size": { |
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"type": "integer" |
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}, |
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"stargazers_count": { |
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"type": "integer" |
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}, |
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"watchers_count": { |
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"type": "integer" |
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}, |
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"language": { |
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"type": [ |
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"string", |
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"null" |
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] |
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}, |
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"forks_count": { |
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"type": "integer" |
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}, |
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"open_issues_count": { |
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"type": "integer" |
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}, |
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"master_branch": { |
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"type": "string" |
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}, |
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"default_branch": { |
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"type": "string" |
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}, |
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"score": { |
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"type": "number" |
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}, |
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"forks_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"keys_url": { |
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"type": "string" |
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}, |
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"collaborators_url": { |
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"type": "string" |
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}, |
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"teams_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"hooks_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"issue_events_url": { |
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"type": "string" |
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}, |
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"events_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"assignees_url": { |
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"type": "string" |
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}, |
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"branches_url": { |
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"type": "string" |
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}, |
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"tags_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"blobs_url": { |
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"type": "string" |
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}, |
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"git_tags_url": { |
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"type": "string" |
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}, |
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"git_refs_url": { |
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"type": "string" |
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}, |
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"trees_url": { |
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"type": "string" |
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}, |
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"statuses_url": { |
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"type": "string" |
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}, |
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"languages_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
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"stargazers_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
|
"contributors_url": { |
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"type": "string", |
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"format": "uri" |
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}, |
|
"subscribers_url": { |
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"type": "string", |
|
"format": "uri" |
|
}, |
|
"subscription_url": { |
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"type": "string", |
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"format": "uri" |
|
}, |
|
"commits_url": { |
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"type": "string" |
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}, |
|
"git_commits_url": { |
|
"type": "string" |
|
}, |
|
"comments_url": { |
|
"type": "string" |
|
}, |
|
"issue_comment_url": { |
|
"type": "string" |
|
}, |
|
"contents_url": { |
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"type": "string" |
|
}, |
|
"compare_url": { |
|
"type": "string" |
|
}, |
|
"merges_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"archive_url": { |
|
"type": "string" |
|
}, |
|
"downloads_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"issues_url": { |
|
"type": "string" |
|
}, |
|
"pulls_url": { |
|
"type": "string" |
|
}, |
|
"milestones_url": { |
|
"type": "string" |
|
}, |
|
"notifications_url": { |
|
"type": "string" |
|
}, |
|
"labels_url": { |
|
"type": "string" |
|
}, |
|
"releases_url": { |
|
"type": "string" |
|
}, |
|
"deployments_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"git_url": { |
|
"type": "string" |
|
}, |
|
"ssh_url": { |
|
"type": "string" |
|
}, |
|
"clone_url": { |
|
"type": "string" |
|
}, |
|
"svn_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"forks": { |
|
"type": "integer" |
|
}, |
|
"open_issues": { |
|
"type": "integer" |
|
}, |
|
"watchers": { |
|
"type": "integer" |
|
}, |
|
"topics": { |
|
"type": "array", |
|
"items": { |
|
"type": "string" |
|
} |
|
}, |
|
"mirror_url": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"format": "uri" |
|
}, |
|
"has_issues": { |
|
"type": "boolean" |
|
}, |
|
"has_projects": { |
|
"type": "boolean" |
|
}, |
|
"has_pages": { |
|
"type": "boolean" |
|
}, |
|
"has_wiki": { |
|
"type": "boolean" |
|
}, |
|
"has_downloads": { |
|
"type": "boolean" |
|
}, |
|
"has_discussions": { |
|
"type": "boolean" |
|
}, |
|
"archived": { |
|
"type": "boolean" |
|
}, |
|
"disabled": { |
|
"type": "boolean", |
|
"description": "Returns whether or not this repository disabled." |
|
}, |
|
"visibility": { |
|
"description": "The repository visibility: public, private, or internal.", |
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"type": "string" |
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}, |
|
"license": { |
|
"anyOf": [ |
|
{ |
|
"type": "null" |
|
}, |
|
{ |
|
"title": "License Simple", |
|
"description": "License Simple", |
|
"type": "object", |
|
"properties": { |
|
"key": { |
|
"type": "string", |
|
"examples": [ |
|
"mit" |
|
] |
|
}, |
|
"name": { |
|
"type": "string", |
|
"examples": [ |
|
"MIT License" |
|
] |
|
}, |
|
"url": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/licenses/mit" |
|
] |
|
}, |
|
"spdx_id": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"MIT" |
|
] |
|
}, |
|
"node_id": { |
|
"type": "string", |
|
"examples": [ |
|
"MDc6TGljZW5zZW1pdA==" |
|
] |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri" |
|
} |
|
}, |
|
"required": [ |
|
"key", |
|
"name", |
|
"url", |
|
"spdx_id", |
|
"node_id" |
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] |
|
} |
|
] |
|
}, |
|
"permissions": { |
|
"type": "object", |
|
"properties": { |
|
"admin": { |
|
"type": "boolean" |
|
}, |
|
"maintain": { |
|
"type": "boolean" |
|
}, |
|
"push": { |
|
"type": "boolean" |
|
}, |
|
"triage": { |
|
"type": "boolean" |
|
}, |
|
"pull": { |
|
"type": "boolean" |
|
} |
|
}, |
|
"required": [ |
|
"admin", |
|
"pull", |
|
"push" |
|
] |
|
}, |
|
"text_matches": { |
|
"title": "Search Result Text Matches", |
|
"type": "array", |
|
"items": { |
|
"type": "object", |
|
"properties": { |
|
"object_url": { |
|
"type": "string" |
|
}, |
|
"object_type": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"property": { |
|
"type": "string" |
|
}, |
|
"fragment": { |
|
"type": "string" |
|
}, |
|
"matches": { |
|
"type": "array", |
|
"items": { |
|
"type": "object", |
|
"properties": { |
|
"text": { |
|
"type": "string" |
|
}, |
|
"indices": { |
|
"type": "array", |
|
"items": { |
|
"type": "integer" |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
} |
|
}, |
|
"temp_clone_token": { |
|
"type": "string" |
|
}, |
|
"allow_merge_commit": { |
|
"type": "boolean" |
|
}, |
|
"allow_squash_merge": { |
|
"type": "boolean" |
|
}, |
|
"allow_rebase_merge": { |
|
"type": "boolean" |
|
}, |
|
"allow_auto_merge": { |
|
"type": "boolean" |
|
}, |
|
"delete_branch_on_merge": { |
|
"type": "boolean" |
|
}, |
|
"allow_forking": { |
|
"type": "boolean" |
|
}, |
|
"is_template": { |
|
"type": "boolean" |
|
}, |
|
"web_commit_signoff_required": { |
|
"type": "boolean", |
|
"examples": [ |
|
false |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"archive_url", |
|
"assignees_url", |
|
"blobs_url", |
|
"branches_url", |
|
"collaborators_url", |
|
"comments_url", |
|
"commits_url", |
|
"compare_url", |
|
"contents_url", |
|
"contributors_url", |
|
"deployments_url", |
|
"description", |
|
"downloads_url", |
|
"events_url", |
|
"fork", |
|
"forks_url", |
|
"full_name", |
|
"git_commits_url", |
|
"git_refs_url", |
|
"git_tags_url", |
|
"hooks_url", |
|
"html_url", |
|
"id", |
|
"node_id", |
|
"issue_comment_url", |
|
"issue_events_url", |
|
"issues_url", |
|
"keys_url", |
|
"labels_url", |
|
"languages_url", |
|
"merges_url", |
|
"milestones_url", |
|
"name", |
|
"notifications_url", |
|
"owner", |
|
"private", |
|
"pulls_url", |
|
"releases_url", |
|
"stargazers_url", |
|
"statuses_url", |
|
"subscribers_url", |
|
"subscription_url", |
|
"tags_url", |
|
"teams_url", |
|
"trees_url", |
|
"url", |
|
"clone_url", |
|
"default_branch", |
|
"forks", |
|
"forks_count", |
|
"git_url", |
|
"has_downloads", |
|
"has_issues", |
|
"has_projects", |
|
"has_wiki", |
|
"has_pages", |
|
"homepage", |
|
"language", |
|
"archived", |
|
"disabled", |
|
"mirror_url", |
|
"open_issues", |
|
"open_issues_count", |
|
"license", |
|
"pushed_at", |
|
"size", |
|
"ssh_url", |
|
"stargazers_count", |
|
"svn_url", |
|
"watchers", |
|
"watchers_count", |
|
"created_at", |
|
"updated_at", |
|
"score" |
|
] |
|
} |
|
``` |
|
|
|
</details> |
|
|
|
<details> |
|
|
|
<summary>commit</summary> |
|
|
|
```json |
|
{ |
|
"title": "Commit", |
|
"description": "Commit", |
|
"type": "object", |
|
"properties": { |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/repos/octocat/Hello-World/commits/6dcb09b5b57875f334f61aebed695e2e4193db5e" |
|
] |
|
}, |
|
"sha": { |
|
"type": "string", |
|
"examples": [ |
|
"6dcb09b5b57875f334f61aebed695e2e4193db5e" |
|
] |
|
}, |
|
"node_id": { |
|
"type": "string", |
|
"examples": [ |
|
"MDY6Q29tbWl0NmRjYjA5YjViNTc4NzVmMzM0ZjYxYWViZWQ2OTVlMmU0MTkzZGI1ZQ==" |
|
] |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat/Hello-World/commit/6dcb09b5b57875f334f61aebed695e2e4193db5e" |
|
] |
|
}, |
|
"comments_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/repos/octocat/Hello-World/commits/6dcb09b5b57875f334f61aebed695e2e4193db5e/comments" |
|
] |
|
}, |
|
"commit": { |
|
"type": "object", |
|
"properties": { |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/repos/octocat/Hello-World/commits/6dcb09b5b57875f334f61aebed695e2e4193db5e" |
|
] |
|
}, |
|
"author": { |
|
"anyOf": [ |
|
{ |
|
"type": "null" |
|
}, |
|
{ |
|
"title": "Git User", |
|
"description": "Metaproperties for Git author/committer information.", |
|
"type": "object", |
|
"properties": { |
|
"name": { |
|
"type": "string", |
|
"examples": [ |
|
"\"Chris Wanstrath\"" |
|
] |
|
}, |
|
"email": { |
|
"type": "string", |
|
"examples": [ |
|
"\"chris@ozmm.org\"" |
|
] |
|
}, |
|
"date": { |
|
"type": "string", |
|
"examples": [ |
|
"\"2007-10-29T02:42:39.000-07:00\"" |
|
] |
|
} |
|
} |
|
} |
|
] |
|
}, |
|
"committer": { |
|
"anyOf": [ |
|
{ |
|
"type": "null" |
|
}, |
|
{ |
|
"title": "Git User", |
|
"description": "Metaproperties for Git author/committer information.", |
|
"type": "object", |
|
"properties": { |
|
"name": { |
|
"type": "string", |
|
"examples": [ |
|
"\"Chris Wanstrath\"" |
|
] |
|
}, |
|
"email": { |
|
"type": "string", |
|
"examples": [ |
|
"\"chris@ozmm.org\"" |
|
] |
|
}, |
|
"date": { |
|
"type": "string", |
|
"examples": [ |
|
"\"2007-10-29T02:42:39.000-07:00\"" |
|
] |
|
} |
|
} |
|
} |
|
] |
|
}, |
|
"message": { |
|
"type": "string", |
|
"examples": [ |
|
"Fix all the bugs" |
|
] |
|
}, |
|
"comment_count": { |
|
"type": "integer", |
|
"examples": [ |
|
0 |
|
] |
|
}, |
|
"tree": { |
|
"type": "object", |
|
"properties": { |
|
"sha": { |
|
"type": "string", |
|
"examples": [ |
|
"827efc6d56897b048c772eb4087f854f46256132" |
|
] |
|
}, |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/repos/octocat/Hello-World/tree/827efc6d56897b048c772eb4087f854f46256132" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"sha", |
|
"url" |
|
] |
|
}, |
|
"verification": { |
|
"title": "Verification", |
|
"type": "object", |
|
"properties": { |
|
"verified": { |
|
"type": "boolean" |
|
}, |
|
"reason": { |
|
"type": "string" |
|
}, |
|
"payload": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"signature": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"verified", |
|
"reason", |
|
"payload", |
|
"signature" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"author", |
|
"committer", |
|
"comment_count", |
|
"message", |
|
"tree", |
|
"url" |
|
] |
|
}, |
|
"author": { |
|
"anyOf": [ |
|
{ |
|
"type": "null" |
|
}, |
|
{ |
|
"title": "Simple User", |
|
"description": "A GitHub user.", |
|
"type": "object", |
|
"properties": { |
|
"name": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"email": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"login": { |
|
"type": "string", |
|
"examples": [ |
|
"octocat" |
|
] |
|
}, |
|
"id": { |
|
"type": "integer", |
|
"examples": [ |
|
1 |
|
] |
|
}, |
|
"node_id": { |
|
"type": "string", |
|
"examples": [ |
|
"MDQ6VXNlcjE=" |
|
] |
|
}, |
|
"avatar_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/images/error/octocat_happy.gif" |
|
] |
|
}, |
|
"gravatar_id": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"41d064eb2195891e12d0413f63227ea7" |
|
] |
|
}, |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat" |
|
] |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat" |
|
] |
|
}, |
|
"followers_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/followers" |
|
] |
|
}, |
|
"following_url": { |
|
"type": "string", |
|
"examples": [ |
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"https://api.github.com/users/octocat/following{/other_user}" |
|
] |
|
}, |
|
"gists_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/gists{/gist_id}" |
|
] |
|
}, |
|
"starred_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/starred{/owner}{/repo}" |
|
] |
|
}, |
|
"subscriptions_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/subscriptions" |
|
] |
|
}, |
|
"organizations_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/orgs" |
|
] |
|
}, |
|
"repos_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/repos" |
|
] |
|
}, |
|
"events_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/events{/privacy}" |
|
] |
|
}, |
|
"received_events_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/received_events" |
|
] |
|
}, |
|
"type": { |
|
"type": "string", |
|
"examples": [ |
|
"User" |
|
] |
|
}, |
|
"site_admin": { |
|
"type": "boolean" |
|
}, |
|
"starred_at": { |
|
"type": "string", |
|
"examples": [ |
|
"\"2020-07-09T00:17:55Z\"" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"avatar_url", |
|
"events_url", |
|
"followers_url", |
|
"following_url", |
|
"gists_url", |
|
"gravatar_id", |
|
"html_url", |
|
"id", |
|
"node_id", |
|
"login", |
|
"organizations_url", |
|
"received_events_url", |
|
"repos_url", |
|
"site_admin", |
|
"starred_url", |
|
"subscriptions_url", |
|
"type", |
|
"url" |
|
] |
|
} |
|
] |
|
}, |
|
"committer": { |
|
"anyOf": [ |
|
{ |
|
"type": "null" |
|
}, |
|
{ |
|
"title": "Simple User", |
|
"description": "A GitHub user.", |
|
"type": "object", |
|
"properties": { |
|
"name": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"email": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"login": { |
|
"type": "string", |
|
"examples": [ |
|
"octocat" |
|
] |
|
}, |
|
"id": { |
|
"type": "integer", |
|
"examples": [ |
|
1 |
|
] |
|
}, |
|
"node_id": { |
|
"type": "string", |
|
"examples": [ |
|
"MDQ6VXNlcjE=" |
|
] |
|
}, |
|
"avatar_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/images/error/octocat_happy.gif" |
|
] |
|
}, |
|
"gravatar_id": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"41d064eb2195891e12d0413f63227ea7" |
|
] |
|
}, |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat" |
|
] |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat" |
|
] |
|
}, |
|
"followers_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/followers" |
|
] |
|
}, |
|
"following_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/following{/other_user}" |
|
] |
|
}, |
|
"gists_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/gists{/gist_id}" |
|
] |
|
}, |
|
"starred_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/starred{/owner}{/repo}" |
|
] |
|
}, |
|
"subscriptions_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/subscriptions" |
|
] |
|
}, |
|
"organizations_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/orgs" |
|
] |
|
}, |
|
"repos_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/repos" |
|
] |
|
}, |
|
"events_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/events{/privacy}" |
|
] |
|
}, |
|
"received_events_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/received_events" |
|
] |
|
}, |
|
"type": { |
|
"type": "string", |
|
"examples": [ |
|
"User" |
|
] |
|
}, |
|
"site_admin": { |
|
"type": "boolean" |
|
}, |
|
"starred_at": { |
|
"type": "string", |
|
"examples": [ |
|
"\"2020-07-09T00:17:55Z\"" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"avatar_url", |
|
"events_url", |
|
"followers_url", |
|
"following_url", |
|
"gists_url", |
|
"gravatar_id", |
|
"html_url", |
|
"id", |
|
"node_id", |
|
"login", |
|
"organizations_url", |
|
"received_events_url", |
|
"repos_url", |
|
"site_admin", |
|
"starred_url", |
|
"subscriptions_url", |
|
"type", |
|
"url" |
|
] |
|
} |
|
] |
|
}, |
|
"parents": { |
|
"type": "array", |
|
"items": { |
|
"type": "object", |
|
"properties": { |
|
"sha": { |
|
"type": "string", |
|
"examples": [ |
|
"7638417db6d59f3c431d3e1f261cc637155684cd" |
|
] |
|
}, |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/repos/octocat/Hello-World/commits/7638417db6d59f3c431d3e1f261cc637155684cd" |
|
] |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat/Hello-World/commit/7638417db6d59f3c431d3e1f261cc637155684cd" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"sha", |
|
"url" |
|
] |
|
} |
|
}, |
|
"stats": { |
|
"type": "object", |
|
"properties": { |
|
"additions": { |
|
"type": "integer" |
|
}, |
|
"deletions": { |
|
"type": "integer" |
|
}, |
|
"total": { |
|
"type": "integer" |
|
} |
|
} |
|
}, |
|
"files": { |
|
"type": "array", |
|
"items": { |
|
"title": "Diff Entry", |
|
"description": "Diff Entry", |
|
"type": "object", |
|
"properties": { |
|
"sha": { |
|
"type": "string", |
|
"examples": [ |
|
"bbcd538c8e72b8c175046e27cc8f907076331401" |
|
] |
|
}, |
|
"filename": { |
|
"type": "string", |
|
"examples": [ |
|
"file1.txt" |
|
] |
|
}, |
|
"status": { |
|
"type": "string", |
|
"enum": [ |
|
"added", |
|
"removed", |
|
"modified", |
|
"renamed", |
|
"copied", |
|
"changed", |
|
"unchanged" |
|
], |
|
"examples": [ |
|
"added" |
|
] |
|
}, |
|
"additions": { |
|
"type": "integer", |
|
"examples": [ |
|
103 |
|
] |
|
}, |
|
"deletions": { |
|
"type": "integer", |
|
"examples": [ |
|
21 |
|
] |
|
}, |
|
"changes": { |
|
"type": "integer", |
|
"examples": [ |
|
124 |
|
] |
|
}, |
|
"blob_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat/Hello-World/blob/6dcb09b5b57875f334f61aebed695e2e4193db5e/file1.txt" |
|
] |
|
}, |
|
"raw_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat/Hello-World/raw/6dcb09b5b57875f334f61aebed695e2e4193db5e/file1.txt" |
|
] |
|
}, |
|
"contents_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/repos/octocat/Hello-World/contents/file1.txt?ref=6dcb09b5b57875f334f61aebed695e2e4193db5e" |
|
] |
|
}, |
|
"patch": { |
|
"type": "string", |
|
"examples": [ |
|
"@@ -132,7 +132,7 @@ module Test @@ -1000,7 +1000,7 @@ module Test" |
|
] |
|
}, |
|
"previous_filename": { |
|
"type": "string", |
|
"examples": [ |
|
"file.txt" |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"additions", |
|
"blob_url", |
|
"changes", |
|
"contents_url", |
|
"deletions", |
|
"filename", |
|
"raw_url", |
|
"sha", |
|
"status" |
|
] |
|
} |
|
} |
|
}, |
|
"required": [ |
|
"url", |
|
"sha", |
|
"node_id", |
|
"html_url", |
|
"comments_url", |
|
"commit", |
|
"author", |
|
"committer", |
|
"parents" |
|
] |
|
} |
|
``` |
|
|
|
</details> |
|
|
|
<details> |
|
|
|
<summary>user</summary> |
|
|
|
```json |
|
{ |
|
"oneOf": [ |
|
{ |
|
"title": "Private User", |
|
"description": "Private User", |
|
"type": "object", |
|
"properties": { |
|
"login": { |
|
"type": "string", |
|
"examples": [ |
|
"octocat" |
|
] |
|
}, |
|
"id": { |
|
"type": "integer", |
|
"examples": [ |
|
1 |
|
] |
|
}, |
|
"node_id": { |
|
"type": "string", |
|
"examples": [ |
|
"MDQ6VXNlcjE=" |
|
] |
|
}, |
|
"avatar_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/images/error/octocat_happy.gif" |
|
] |
|
}, |
|
"gravatar_id": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"41d064eb2195891e12d0413f63227ea7" |
|
] |
|
}, |
|
"url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat" |
|
] |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://github.com/octocat" |
|
] |
|
}, |
|
"followers_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/followers" |
|
] |
|
}, |
|
"following_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/following{/other_user}" |
|
] |
|
}, |
|
"gists_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/gists{/gist_id}" |
|
] |
|
}, |
|
"starred_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/starred{/owner}{/repo}" |
|
] |
|
}, |
|
"subscriptions_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/subscriptions" |
|
] |
|
}, |
|
"organizations_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/orgs" |
|
] |
|
}, |
|
"repos_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/repos" |
|
] |
|
}, |
|
"events_url": { |
|
"type": "string", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/events{/privacy}" |
|
] |
|
}, |
|
"received_events_url": { |
|
"type": "string", |
|
"format": "uri", |
|
"examples": [ |
|
"https://api.github.com/users/octocat/received_events" |
|
] |
|
}, |
|
"type": { |
|
"type": "string", |
|
"examples": [ |
|
"User" |
|
] |
|
}, |
|
"site_admin": { |
|
"type": "boolean" |
|
}, |
|
"name": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"monalisa octocat" |
|
] |
|
}, |
|
"company": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"GitHub" |
|
] |
|
}, |
|
"blog": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"https://github.com/blog" |
|
] |
|
}, |
|
"location": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"San Francisco" |
|
] |
|
}, |
|
"email": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"format": "email", |
|
"examples": [ |
|
"octocat@github.com" |
|
] |
|
}, |
|
"hireable": { |
|
"type": [ |
|
"boolean", |
|
"null" |
|
] |
|
}, |
|
"bio": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"There once was..." |
|
] |
|
}, |
|
"twitter_username": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"examples": [ |
|
"monalisa" |
|
] |
|
}, |
|
"public_repos": { |
|
"type": "integer", |
|
"examples": [ |
|
2 |
|
] |
|
}, |
|
"public_gists": { |
|
"type": "integer", |
|
"examples": [ |
|
1 |
|
] |
|
}, |
|
"followers": { |
|
"type": "integer", |
|
"examples": [ |
|
20 |
|
] |
|
}, |
|
"following": { |
|
"type": "integer", |
|
"examples": [ |
|
0 |
|
] |
|
}, |
|
"created_at": { |
|
"type": "string", |
|
"format": "date-time", |
|
"examples": [ |
|
"2008-01-14T04:33:35Z" |
|
] |
|
}, |
|
"updated_at": { |
|
"type": "string", |
|
"format": "date-time", |
|
"examples": [ |
|
"2008-01-14T04:33:35Z" |
|
] |
|
}, |
|
"private_gists": { |
|
"type": "integer", |
|
"examples": [ |
|
81 |
|
] |
|
}, |
|
"total_private_repos": { |
|
"type": "integer", |
|
"examples": [ |
|
100 |
|
] |
|
}, |
|
"owned_private_repos": { |
|
"type": "integer", |
|
"examples": [ |
|
100 |
|
] |
|
}, |
|
"disk_usage": { |
|
"type": "integer", |
|
"examples": [ |
|
10000 |
|
] |
|
}, |
|
"collaborators": { |
|
"type": "integer", |
|
"examples": [ |
|
8 |
|
] |
|
}, |
|
"two_factor_authentication": { |
|
"type": "boolean", |
|
"examples": [ |
|
true |
|
] |
|
}, |
|
"plan": { |
|
"type": "object", |
|
"properties": { |
|
"collaborators": { |
|
"type": "integer" |
|
}, |
|
"name": { |
|
"type": "string" |
|
}, |
|
"space": { |
|
"type": "integer" |
|
}, |
|
"private_repos": { |
|
"type": "integer" |
|
} |
|
}, |
|
"required": [ |
|
"collaborators", |
|
"name", |
|
"space", |
|
"private_repos" |
|
] |
|
}, |
|
"suspended_at": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"format": "date-time" |
|
}, |
|
"business_plus": { |
|
"type": "boolean" |
|
}, |
|
"ldap_dn": { |
|
"type": "string" |
|
} |
|
}, |
|
"required": [ |
|
"avatar_url", |
|
"events_url", |
|
"followers_url", |
|
"following_url", |
|
"gists_url", |
|
"gravatar_id", |
|
"html_url", |
|
"id", |
|
"node_id", |
|
"login", |
|
"organizations_url", |
|
"received_events_url", |
|
"repos_url", |
|
"site_admin", |
|
"starred_url", |
|
"subscriptions_url", |
|
"type", |
|
"url", |
|
"bio", |
|
"blog", |
|
"company", |
|
"email", |
|
"followers", |
|
"following", |
|
"hireable", |
|
"location", |
|
"name", |
|
"public_gists", |
|
"public_repos", |
|
"created_at", |
|
"updated_at", |
|
"collaborators", |
|
"disk_usage", |
|
"owned_private_repos", |
|
"private_gists", |
|
"total_private_repos", |
|
"two_factor_authentication" |
|
] |
|
}, |
|
{ |
|
"title": "Public User", |
|
"description": "Public User", |
|
"type": "object", |
|
"properties": { |
|
"login": { |
|
"type": "string" |
|
}, |
|
"id": { |
|
"type": "integer" |
|
}, |
|
"node_id": { |
|
"type": "string" |
|
}, |
|
"avatar_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"gravatar_id": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"html_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"followers_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"following_url": { |
|
"type": "string" |
|
}, |
|
"gists_url": { |
|
"type": "string" |
|
}, |
|
"starred_url": { |
|
"type": "string" |
|
}, |
|
"subscriptions_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"organizations_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"repos_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"events_url": { |
|
"type": "string" |
|
}, |
|
"received_events_url": { |
|
"type": "string", |
|
"format": "uri" |
|
}, |
|
"type": { |
|
"type": "string" |
|
}, |
|
"site_admin": { |
|
"type": "boolean" |
|
}, |
|
"name": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"company": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"blog": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"location": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"email": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"format": "email" |
|
}, |
|
"hireable": { |
|
"type": [ |
|
"boolean", |
|
"null" |
|
] |
|
}, |
|
"bio": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"twitter_username": { |
|
"type": [ |
|
"string", |
|
"null" |
|
] |
|
}, |
|
"public_repos": { |
|
"type": "integer" |
|
}, |
|
"public_gists": { |
|
"type": "integer" |
|
}, |
|
"followers": { |
|
"type": "integer" |
|
}, |
|
"following": { |
|
"type": "integer" |
|
}, |
|
"created_at": { |
|
"type": "string", |
|
"format": "date-time" |
|
}, |
|
"updated_at": { |
|
"type": "string", |
|
"format": "date-time" |
|
}, |
|
"plan": { |
|
"type": "object", |
|
"properties": { |
|
"collaborators": { |
|
"type": "integer" |
|
}, |
|
"name": { |
|
"type": "string" |
|
}, |
|
"space": { |
|
"type": "integer" |
|
}, |
|
"private_repos": { |
|
"type": "integer" |
|
} |
|
}, |
|
"required": [ |
|
"collaborators", |
|
"name", |
|
"space", |
|
"private_repos" |
|
] |
|
}, |
|
"suspended_at": { |
|
"type": [ |
|
"string", |
|
"null" |
|
], |
|
"format": "date-time" |
|
}, |
|
"private_gists": { |
|
"type": "integer", |
|
"examples": [ |
|
1 |
|
] |
|
}, |
|
"total_private_repos": { |
|
"type": "integer", |
|
"examples": [ |
|
2 |
|
] |
|
}, |
|
"owned_private_repos": { |
|
"type": "integer", |
|
"examples": [ |
|
2 |
|
] |
|
}, |
|
"disk_usage": { |
|
"type": "integer", |
|
"examples": [ |
|
1 |
|
] |
|
}, |
|
"collaborators": { |
|
"type": "integer", |
|
"examples": [ |
|
3 |
|
] |
|
} |
|
}, |
|
"required": [ |
|
"avatar_url", |
|
"events_url", |
|
"followers_url", |
|
"following_url", |
|
"gists_url", |
|
"gravatar_id", |
|
"html_url", |
|
"id", |
|
"node_id", |
|
"login", |
|
"organizations_url", |
|
"received_events_url", |
|
"repos_url", |
|
"site_admin", |
|
"starred_url", |
|
"subscriptions_url", |
|
"type", |
|
"url", |
|
"bio", |
|
"blog", |
|
"company", |
|
"email", |
|
"followers", |
|
"following", |
|
"hireable", |
|
"location", |
|
"name", |
|
"public_gists", |
|
"public_repos", |
|
"created_at", |
|
"updated_at" |
|
], |
|
"additionalProperties": false |
|
} |
|
] |
|
} |
|
``` |
|
|
|
</details> |
|
|
|
## Methodology |
|
|
|
A set of some random words were started as a seed. Then a search was performed against the GitHub API using one of those words, a random acceptable license, a random sort order and direction. Then from each repository, one of the most recent 1,000 commits was randomly selected. And words over seven characters were added back to the random word set. This process repeated one million times. |
|
|
|
The acceptable licenses were chosen to include every license which allows that commit to be included in this dataset without me including one million separate licenses notices. Those are (identified by SPDX identifier): |
|
|
|
- `apache-2.0` |
|
- `bsl-1.0` |
|
- `bsd-2-clause` |
|
- `bsd-3-clause` |
|
- `0bsd` |
|
- `cc0-1.0` |
|
- `wtfpl` |
|
- `isc` |
|
- `mit` |
|
- `postgresql` |
|
- `unlicense` |
|
- `zlib` |
|
|
|
These licenses are identified in the dataset so you are easily able to filter if needed. |
|
|
|
## Ethical considerations |
|
|
|
Commits on GitHub include author contact information, which is publicly available to anybody even without a GitHub account. This dataset includes that contact information in each commit. This dataset creates a risk for spam unwanted outreach. |
|
|
|
I considered whether it was appropriate to attempt redacting such information from the commit patches and contents, and ultimately decided against this. |
|
|
|
Taking my own experience in receiving mail I have found that the vast majority of outreach to my GitHub email address (filtered through Gmail) is seemingly legitimate research requests and genuine interview requests, compared to zero apparent evil phishing or selling attempts. And practically, I understand it would be more effective and trivial for an evil spammer to look up individual author's contact information or to harvest it for a specific topic using the GitHub API than downloading and parsing this terabyte-scale dataset. |
|
|
|
So overall, the risk was deemed acceptable. |
|
|
|
## Caveats and recommendations |
|
|
|
The database is not normalized. So you may find that author information in one commit does not match that same author's information in another commit. This is simply an artifact of the data collection process having taken course over a period of weeks rather than a single snapshot. |
|
|
|
## Acknowledgements |
|
|
|
Thank you to these people for sharing their GitHub API keys to aid in this research: [Dan Tedesco](https://twitter.com/dtedesco1), [@037](https://twitter.com/037), [Sandeep Pani](https://twitter.com/skcd42), [Axelle Moortgat](https://twitter.com/axellemoortgat) |
|
|
|
## Citation |
|
|
|
Please cite this dataset as: |
|
|
|
```latex |
|
@misc{entriken_2023_onemillioncommits, |
|
author = {William Entriken}, |
|
title = {``One million commits''}, |
|
year = 2023, |
|
howpublished = {Hugging Face datasets}, |
|
url = {https://huggingface.co/datasets/fulldecent/one-million-commits} |
|
} |
|
``` |
