Singer.io tap for extracting data from the GitHub API
Project description
pipelinewise-tap-github
Singer tap that produces JSON-formatted data from the GitHub API following the Singer spec.
This is a PipelineWise compatible tap connector.
This tap:
- Pulls raw data from the GitHub REST API
- Extracts the following resources from GitHub for a single repository:
- Outputs the schema for each resource
- Incrementally pulls data based on the input state
Quick start
-
Install
We recommend using a virtualenv:
python3 -m venv venv . venv/bin/activate pip install --upgrade pip pip install .
-
Create a GitHub access token
Login to your GitHub account, go to the Personal Access Tokens settings page, and generate a new token with at least the
repo
scope. Save this access token, you'll need it for the next step. -
Create the config file
Create a JSON file containing the required fields and/or the optional ones. You can decide between allow-list or deny-list strategy combining organization with repos_include and repos_exclude using wildcards.
Config | Required? | Description |
---|---|---|
access_token | yes | The access token to access github api |
start_date | yes | The date inclusive to start extracting the data |
organization | no | The organization you want to extract the data from |
repos_include | no | Allow list strategy to extract selected repos data from organization. Supports wildcard matching |
repos_exclude | no | Deny list to extract all repos from organization except the ones listed. Supports wildcard matching |
include_archived | no | true/false to include archived repos. Default false |
include_disabled | no | true/false to include disabled repos. Default false |
repository | no | (DEPRECATED) Allow list strategy to extract selected repos data from organization(has priority over repos_exclude) |
max_rate_limit_wait_seconds | no | Max time to wait if you hit the github api limit. DEFAULT to 600s |
Example:
{
"access_token": "ghp_16C7e42F292c6912E7710c838347Ae178B4a",
"organization": "singer-io",
"repos_exclude": "*tests* api-docs",
"repos_include": "tap* getting-started pipelinewise-github",
"start_date": "2021-01-01T00:00:00Z",
"include_archived": false,
"include_disabled": false,
"max_rate_limit_wait_seconds": 800
}
You can also pass
singer-io/tap-github another-org/tap-octopus
onrepos_include
.
For retro compatibility you can pass
repository: "singer-io/tap-github singer-io/getting-started"
:warning: If you have very small repos with total size less than 0.5KB: These will currently be excluded, as the Github repositories API returns
size: 0
for these, andtap_github/__init__.py
currently usessize <= 0
as a way to filter out repos with no commits.
-
Run the tap in discovery mode to get properties.json file
tap-github --config config.json --discover > properties.json
-
In the properties.json file, select the streams to sync
Each stream in the properties.json file has a "schema" entry. To select a stream to sync, add
"selected": true
to that stream's "schema" entry. For example, to sync the pull_requests stream:... "tap_stream_id": "pull_requests", "schema": { "selected": true, "properties": { "updated_at": { "format": "date-time", "type": [ "null", "string" ] } ...
-
Run the application
tap-github
can be run with:tap-github --config config.json --properties properties.json
To run tests
- Install python test dependencies in a virtual env and run nose unit and integration tests
python3 -m venv venv
. venv/bin/activate
pip install --upgrade pip
pip install -e .[test]
- To run unit tests:
pytest tests/unittests
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