This is a Singer tap that produces JSON-formatted data following the Singer spec.
This tap:
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Pulls raw data from the sendwithus API.
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Extracts the following resources:
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Outputs the schema for each resource
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Incrementally pulls data based on the input state
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Primary keys: ['log_id', 'status', 'created']
- Replication strategy: INCREMENTAL
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Primary keys: ['id']
- Replication strategy: FULL_TABLE
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Install
Clone this repository, and then install using setup.py. We recommend using a virtualenv:
> virtualenv -p python3 venv > source venv/bin/activate > python setup.py install OR > cd .../tap-sendwithus > pip install -e .
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Dependent libraries. The following dependent libraries were installed.
> pip install singer-python > pip install target-stitch > pip install target-json
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Create your tap's
config.jsonfile. The tap config file for this tap should include these entries:api_key- your sendwithus API keystart_date- the default value to use if no bookmark exists for an endpoint (rfc3339 date string)
{ "api_key": "your-api-key-here", "start_date": "2019-01-01T00:00:00Z" }Optionally, also create a
state.jsonfile.currently_syncingis an optional attribute used for identifying the last object to be synced in case the job is interrupted mid-stream. The next run would begin where the last job left off.{ "currently_syncing": "templates", "bookmarks": { "logs": "2019-09-27T22:34:39Z", "snippets": "2019-09-28T15:30:26Z", } } -
Run the Tap in Discovery Mode This creates a catalog.json for selecting objects/fields to integrate:
tap-sendwithus --config config.json --discover > catalog.jsonSee the Singer docs on discovery mode here.
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Run the Tap in Sync Mode (with catalog) and write out to state file
For Sync mode:
> tap-sendwithus --config tap_config.json --catalog catalog.json > state.json > tail -1 state.json > state.json.tmp && mv state.json.tmp state.json
To load to json files to verify outputs:
> tap-sendwithus --config tap_config.json --catalog catalog.json | target-json > state.json > tail -1 state.json > state.json.tmp && mv state.json.tmp state.json
To pseudo-load to Stitch Import API with dry run:
> tap-sendwithus --config tap_config.json --catalog catalog.json | target-stitch --config target_config.json --dry-run > state.json > tail -1 state.json > state.json.tmp && mv state.json.tmp state.json
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Test the Tap While developing the sendwithus tap, the following utilities were run in accordance with Singer.io best practices: Pylint to improve code quality:
> pylint tap_sendwithus -d missing-docstring -d logging-format-interpolation -d too-many-locals -d too-many-argumentsPylint test resulted in the following score:
Your code has been rated at 9.67/10
To check the tap and verify working:
> tap_sendwithus --config tap_config.json --catalog catalog.json | singer-check-tap > state.json > tail -1 state.json > state.json.tmp && mv state.json.tmp state.json
Unit tests may be run with the following.
python -m pytest --verboseNote, you may need to install test dependencies.
pip install -e .
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