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 [aftership 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
- Data Key = trackings
- Primary keys: id
- Replication strategy: INCREMENTAL
- Data Key = couriers
- Primary keys: ['slug']
- Replication strategy: FULL_TABLE
- Data Key = courier_connections
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = returns
- Primary keys: ['id']
- Replication strategy: FULL_TABLE
- Data Key = item_tags
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = claims
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = coverages
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = stores
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = orders
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = products
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = memberships
- Primary keys: ['id']
- Replication strategy: FULL_TABLE
- Data Key = roles
- Primary keys: ['code']
- Replication strategy: FULL_TABLE
- Data Key = rates
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = labels
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = manifests
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = couriers
- Primary keys: ['slug']
- Replication strategy: FULL_TABLE
- Data Key = cancel_labels
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = pickups
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = cancel_pickups
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = shipper_accounts
- Primary keys: ['id']
- Replication strategy: INCREMENTAL
- Data Key = locations
- Primary keys: ['location_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-aftership > 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:start_date- the default value to use if no bookmark exists for an endpoint (rfc3339 date string)user_agent(string, optional): Process and email for API logging purposes. Example:tap-aftership <api_user_email@your_company.com>request_timeout(integer,300): Max time for which request should wait to get a response. Default request_timeout is 300 seconds.
{ "start_date": "2019-01-01T00:00:00Z", "user_agent": "tap-aftership <api_user_email@your_company.com>", "request_timeout": 300 }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": "dummy_stream1", "bookmarks": { "dummy_stream1": "2019-09-27T22:34:39.000000Z", "dummy_stream2": "2019-09-28T15:30:26.000000Z", "dummy_stream3": "2019-09-28T18:23:53Z" } } -
Run the Tap in Discovery Mode This creates a catalog.json for selecting objects/fields to integrate:
tap-aftership --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-aftership --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-aftership --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-aftership --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 aftership tap, the following utilities were run in accordance with Singer.io best practices: Pylint to improve code quality:
> pylint tap_aftership -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_aftership --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 .'[dev]'
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