From 7aaaa0666ade7d0257054438e722073f69c055e9 Mon Sep 17 00:00:00 2001 From: Patrick Nilan Date: Thu, 30 Nov 2023 10:58:22 -0800 Subject: [PATCH] Source Greenhouse: migrate to base image and increase test coverage (#32397) Co-authored-by: pnilan Co-authored-by: ChristoGrab --- .../connectors/source-greenhouse/Dockerfile | 16 ---- .../connectors/source-greenhouse/README.md | 79 ++++++++++++---- .../integration_tests/expected_records.jsonl | 12 +-- .../source-greenhouse/metadata.yaml | 14 +-- .../source_greenhouse/components.py | 4 +- .../source-greenhouse/unit_tests/conftest.py | 21 +++++ .../unit_tests/test_components.py | 91 ++++++++++++++++++- docs/integrations/sources/greenhouse.md | 31 ++++--- 8 files changed, 204 insertions(+), 64 deletions(-) delete mode 100644 airbyte-integrations/connectors/source-greenhouse/Dockerfile create mode 100644 airbyte-integrations/connectors/source-greenhouse/unit_tests/conftest.py diff --git a/airbyte-integrations/connectors/source-greenhouse/Dockerfile b/airbyte-integrations/connectors/source-greenhouse/Dockerfile deleted file mode 100644 index cd5675bd1e44..000000000000 --- a/airbyte-integrations/connectors/source-greenhouse/Dockerfile +++ /dev/null @@ -1,16 +0,0 @@ -FROM python:3.9-slim - -# Bash is installed for more convenient debugging. -RUN apt-get update && apt-get install -y bash && rm -rf /var/lib/apt/lists/* - -WORKDIR /airbyte/integration_code -COPY setup.py ./ -RUN pip install . -COPY source_greenhouse ./source_greenhouse -COPY main.py ./ - -ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py" -ENTRYPOINT ["python", "/airbyte/integration_code/main.py"] - -LABEL io.airbyte.version=0.4.3 -LABEL io.airbyte.name=airbyte/source-greenhouse diff --git a/airbyte-integrations/connectors/source-greenhouse/README.md b/airbyte-integrations/connectors/source-greenhouse/README.md index ac6ab7b9f54d..7c78083f0569 100644 --- a/airbyte-integrations/connectors/source-greenhouse/README.md +++ b/airbyte-integrations/connectors/source-greenhouse/README.md @@ -1,7 +1,7 @@ # Firebolt Source This is the repository for the Firebolt source connector, written in Python. -For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.io/integrations/sources/firebolt). +For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.io/integrations/sources/greenhouse). ## Local development @@ -30,12 +30,12 @@ If this is mumbo jumbo to you, don't worry about it, just put your deps in `setu should work as you expect. #### Create credentials -**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.io/integrations/sources/firebolt) -to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `source_firebolt/spec.json` file. +**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.io/integrations/sources/greenhouse) +to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `source_greenhouse/spec.json` file. Note that the `secrets` directory is gitignored by default, so there is no danger of accidentally checking in sensitive information. See `integration_tests/sample_config.json` for a sample config file. -**If you are an Airbyte core member**, copy the credentials in Lastpass under the secret name `source firebolt test creds` +**If you are an Airbyte core member**, copy the credentials in Lastpass under the secret name `source greenhouse test creds` and place them into `secrets/config.json`. ### Locally running the connector @@ -48,27 +48,75 @@ python main.py read --config secrets/config.json --catalog integration_tests/con ### Locally running the connector docker image +#### Use `airbyte-ci` to build your connector +The Airbyte way of building this connector is to use our `airbyte-ci` tool. +You can follow install instructions [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md#L1). +Then running the following command will build your connector: -#### Build -**Via [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) (recommended):** ```bash -airbyte-ci connectors --name source-firebolt build +airbyte-ci connectors --name source-greenhouse build ``` +Once the command is done, you will find your connector image in your local docker registry: `airbyte/source-greenhouse:dev`. -An image will be built with the tag `airbyte/source-firebolt:dev`. +##### Customizing our build process +When contributing on our connector you might need to customize the build process to add a system dependency or set an env var. +You can customize our build process by adding a `build_customization.py` module to your connector. +This module should contain a `pre_connector_install` and `post_connector_install` async function that will mutate the base image and the connector container respectively. +It will be imported at runtime by our build process and the functions will be called if they exist. -**Via `docker build`:** -```bash -docker build -t airbyte/source-firebolt:dev . +Here is an example of a `build_customization.py` module: +```python +from __future__ import annotations + +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + # Feel free to check the dagger documentation for more information on the Container object and its methods. + # https://dagger-io.readthedocs.io/en/sdk-python-v0.6.4/ + from dagger import Container + + +async def pre_connector_install(base_image_container: Container) -> Container: + return await base_image_container.with_env_variable("MY_PRE_BUILD_ENV_VAR", "my_pre_build_env_var_value") + +async def post_connector_install(connector_container: Container) -> Container: + return await connector_container.with_env_variable("MY_POST_BUILD_ENV_VAR", "my_post_build_env_var_value") ``` +#### Build your own connector image +This connector is built using our dynamic built process in `airbyte-ci`. +The base image used to build it is defined within the metadata.yaml file under the `connectorBuildOptions`. +The build logic is defined using [Dagger](https://dagger.io/) [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/builds/python_connectors.py). +It does not rely on a Dockerfile. + +If you would like to patch our connector and build your own a simple approach would be to: + +1. Create your own Dockerfile based on the latest version of the connector image. +```Dockerfile +FROM airbyte/source-greenhouse:latest + +COPY . ./airbyte/integration_code +RUN pip install ./airbyte/integration_code + +# The entrypoint and default env vars are already set in the base image +# ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py" +# ENTRYPOINT ["python", "/airbyte/integration_code/main.py"] +``` +Please use this as an example. This is not optimized. + +2. Build your image: +```bash +docker build -t airbyte/source-greenhouse:dev . +# Running the spec command against your patched connector +docker run airbyte/source-greenhouse:dev spec +``` #### Run Then run any of the connector commands as follows: ``` -docker run --rm airbyte/source-firebolt:dev spec -docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-firebolt:dev check --config /secrets/config.json -docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-firebolt:dev discover --config /secrets/config.json -docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/source-firebolt:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json +docker run --rm airbyte/source-greenhouse:dev spec +docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-greenhouse:dev check --config /secrets/config.json +docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-greenhouse:dev discover --config /secrets/config.json +docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/source-greenhouse:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json ``` ## Testing @@ -96,4 +144,3 @@ You've checked out the repo, implemented a million dollar feature, and you're re 5. Create a Pull Request: use [our PR naming conventions](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#pull-request-title-convention). 6. Pat yourself on the back for being an awesome contributor. 7. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. - diff --git a/airbyte-integrations/connectors/source-greenhouse/integration_tests/expected_records.jsonl b/airbyte-integrations/connectors/source-greenhouse/integration_tests/expected_records.jsonl index ed7fa8cd13b4..b0f80448e3d2 100644 --- a/airbyte-integrations/connectors/source-greenhouse/integration_tests/expected_records.jsonl +++ b/airbyte-integrations/connectors/source-greenhouse/integration_tests/expected_records.jsonl @@ -7,15 +7,13 @@ {"stream": "applications_interviews", "data": {"id": 40387397003, "application_id": 44937562003, "external_event_id": "123456789", "start": {"date_time": "2021-12-12T13:15:00.000Z"}, "end": {"date_time": "2021-12-12T14:15:00.000Z"}, "location": null, "video_conferencing_url": null, "status": "awaiting_feedback", "created_at": "2021-10-10T16:21:44.107Z", "updated_at": "2021-12-12T15:15:02.894Z", "interview": {"id": 5628615003, "name": "Preliminary Screening Call"}, "organizer": {"id": 4218085003, "first_name": "Greenhouse", "last_name": "Admin", "name": "Greenhouse Admin", "employee_id": null}, "interviewers": [{"id": 4218085003, "employee_id": null, "name": "Greenhouse Admin", "email": "scrubbed_email_vq8-rm4513etm7xxd9d1qq@example.com", "response_status": "accepted", "scorecard_id": null}]}, "emitted_at": 1691572565721} {"stream": "applications_interviews", "data": {"id": 40387426003, "application_id": 44937562003, "external_event_id": "12345678", "start": {"date_time": "2021-12-13T13:15:00.000Z"}, "end": {"date_time": "2021-12-13T14:15:00.000Z"}, "location": null, "video_conferencing_url": null, "status": "awaiting_feedback", "created_at": "2021-10-10T16:22:04.561Z", "updated_at": "2021-12-13T15:15:13.252Z", "interview": {"id": 5628615003, "name": "Preliminary Screening Call"}, "organizer": {"id": 4218085003, "first_name": "Greenhouse", "last_name": "Admin", "name": "Greenhouse Admin", "employee_id": null}, "interviewers": [{"id": 4218085003, "employee_id": null, "name": "Greenhouse Admin", "email": "scrubbed_email_vq8-rm4513etm7xxd9d1qq@example.com", "response_status": "accepted", "scorecard_id": null}]}, "emitted_at": 1691572565725} {"stream": "applications_interviews", "data": {"id": 40387431003, "application_id": 44937562003, "external_event_id": "1234567", "start": {"date_time": "2021-12-14T13:15:00.000Z"}, "end": {"date_time": "2021-12-14T14:15:00.000Z"}, "location": null, "video_conferencing_url": null, "status": "awaiting_feedback", "created_at": "2021-10-10T16:22:13.681Z", "updated_at": "2021-12-14T15:15:12.118Z", "interview": {"id": 5628615003, "name": "Preliminary Screening Call"}, "organizer": {"id": 4218085003, "first_name": "Greenhouse", "last_name": "Admin", "name": "Greenhouse Admin", "employee_id": null}, "interviewers": [{"id": 4218085003, "employee_id": null, "name": "Greenhouse Admin", "email": "scrubbed_email_vq8-rm4513etm7xxd9d1qq@example.com", "response_status": "accepted", "scorecard_id": null}]}, "emitted_at": 1691572565728} -{"stream": "candidates", "data": {"website_addresses": [], "updated_at": "2020-11-24T23:24:37.050Z", "title": null, "tags": [], "social_media_addresses": [], "recruiter": null, "photo_url": null, "phone_numbers": [], "last_name": "Test", "last_activity": "2020-11-24T23:24:37.049Z", "is_private": false, "id": 17130511003, "first_name": "Test", "employments": [], "email_addresses": [], "educations": [], "created_at": "2020-11-24T23:24:37.018Z", "coordinator": null, "company": null, "can_email": true, "attachments": [], "applications": [{"status": "active", "source": {"public_name": "HRMARKET", "id": 4000067003}, "rejection_reason": null, "rejection_details": null, "rejected_at": null, "prospective_office": null, "prospective_department": null, "prospect_detail": {"prospect_stage": null, "prospect_pool": null, "prospect_owner": {"name": "Airbyte Team", "id": 4218086003}}, "prospect": true, "location": null, "last_activity_at": "2020-11-24T23:24:37.049Z", "jobs": [], "job_post_id": null, "id": 19214950003, "current_stage": null, "credited_to": {"name": "Airbyte Team", "last_name": "Team", "id": 4218086003, "first_name": "Airbyte", "employee_id": null}, "candidate_id": 17130511003, "attachments": [], "applied_at": "2020-11-24T23:24:37.023Z", "answers": []}], "application_ids": [19214950003], "addresses": []}, "emitted_at": 1691572566540} -{"stream": "candidates", "data": {"website_addresses": [], "updated_at": "2020-11-24T23:25:13.806Z", "title": null, "tags": [], "social_media_addresses": [], "recruiter": null, "photo_url": null, "phone_numbers": [], "last_name": "Test2", "last_activity": "2020-11-24T23:25:13.804Z", "is_private": false, "id": 17130554003, "first_name": "Test2", "employments": [], "email_addresses": [], "educations": [], "created_at": "2020-11-24T23:25:13.777Z", "coordinator": null, "company": null, "can_email": true, "attachments": [], "applications": [{"status": "active", "source": 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10845801003, "name": "Full-time", "priority": 0, "external_id": null}, {"id": 10845802003, "name": "Part-time", "priority": 1, "external_id": null}, {"id": 10845803003, "name": "Intern", "priority": 2, "external_id": null}, {"id": 10845804003, "name": "Contract", "priority": 3, "external_id": null}, {"id": 10845805003, "name": "Temporary", "priority": 4, "external_id": null}]}, "emitted_at": 1701307661392} {"stream": "degrees", "data": {"id": 10848287003, "name": "High School", "priority": 0, "external_id": null}, "emitted_at": 1691572568468} {"stream": "degrees", "data": {"id": 10848288003, "name": "Associate's Degree", "priority": 1, "external_id": null}, "emitted_at": 1691572568471} {"stream": "degrees", "data": {"id": 10848289003, "name": "Bachelor's Degree", "priority": 2, "external_id": null}, "emitted_at": 1691572568473} diff --git a/airbyte-integrations/connectors/source-greenhouse/metadata.yaml b/airbyte-integrations/connectors/source-greenhouse/metadata.yaml index 53976c400be4..e732c0f18fa6 100644 --- a/airbyte-integrations/connectors/source-greenhouse/metadata.yaml +++ b/airbyte-integrations/connectors/source-greenhouse/metadata.yaml @@ -1,12 +1,18 @@ data: + ab_internal: + ql: 200 + sl: 200 allowedHosts: hosts: - harvest.greenhouse.io + connectorBuildOptions: + baseImage: docker.io/airbyte/python-connector-base:1.2.0@sha256:c22a9d97464b69d6ef01898edf3f8612dc11614f05a84984451dde195f337db9 connectorSubtype: api connectorType: source definitionId: 59f1e50a-331f-4f09-b3e8-2e8d4d355f44 - dockerImageTag: 0.4.3 + dockerImageTag: 0.4.4 dockerRepository: airbyte/source-greenhouse + documentationUrl: https://docs.airbyte.com/integrations/sources/greenhouse githubIssueLabel: source-greenhouse icon: greenhouse.svg license: MIT @@ -17,12 +23,8 @@ data: oss: enabled: true releaseStage: generally_available - documentationUrl: https://docs.airbyte.com/integrations/sources/greenhouse + supportLevel: certified tags: - language:low-code - language:python - ab_internal: - sl: 200 - ql: 400 - supportLevel: certified metadataSpecVersion: "1.0" diff --git a/airbyte-integrations/connectors/source-greenhouse/source_greenhouse/components.py b/airbyte-integrations/connectors/source-greenhouse/source_greenhouse/components.py index 7eeba4b7ed8d..fe355f0984bb 100644 --- a/airbyte-integrations/connectors/source-greenhouse/source_greenhouse/components.py +++ b/airbyte-integrations/connectors/source-greenhouse/source_greenhouse/components.py @@ -61,8 +61,8 @@ def is_greater_than_or_equal(self, first: Record, second: Record) -> bool: """ Evaluating which record is greater in terms of cursor. This is used to avoid having to capture all the records to close a slice """ - first_cursor_value = first.get(self.cursor_field) - second_cursor_value = second.get(self.cursor_field) + first_cursor_value = first.get(self.cursor_field, "") + second_cursor_value = second.get(self.cursor_field, "") if first_cursor_value and second_cursor_value: return first_cursor_value >= second_cursor_value elif first_cursor_value: diff --git a/airbyte-integrations/connectors/source-greenhouse/unit_tests/conftest.py b/airbyte-integrations/connectors/source-greenhouse/unit_tests/conftest.py new file mode 100644 index 000000000000..605c45c1ea2f --- /dev/null +++ b/airbyte-integrations/connectors/source-greenhouse/unit_tests/conftest.py @@ -0,0 +1,21 @@ +# +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# + +from unittest.mock import MagicMock, Mock + +import pytest +from airbyte_cdk.sources.streams import Stream +from source_greenhouse.components import GreenHouseSlicer, GreenHouseSubstreamSlicer + + +@pytest.fixture +def greenhouse_slicer(): + date_time = "2022-09-05T10:10:10.000000Z" + return GreenHouseSlicer(cursor_field=date_time, parameters={}, request_cursor_field=None) + + +@pytest.fixture +def greenhouse_substream_slicer(): + parent_stream = MagicMock(spec=Stream) + return GreenHouseSubstreamSlicer(cursor_field='cursor_field', stream_slice_field='slice_field', parent_stream=parent_stream, parent_key='parent_key', parameters={}, request_cursor_field=None) diff --git a/airbyte-integrations/connectors/source-greenhouse/unit_tests/test_components.py b/airbyte-integrations/connectors/source-greenhouse/unit_tests/test_components.py index 0e9d1b5bb96a..48db265f477f 100644 --- a/airbyte-integrations/connectors/source-greenhouse/unit_tests/test_components.py +++ b/airbyte-integrations/connectors/source-greenhouse/unit_tests/test_components.py @@ -10,10 +10,10 @@ from source_greenhouse.components import GreenHouseSlicer, GreenHouseSubstreamSlicer -def test_slicer(): +def test_slicer(greenhouse_slicer): date_time = "2022-09-05T10:10:10.000000Z" date_time_dict = {date_time: date_time} - slicer = GreenHouseSlicer(cursor_field=date_time, parameters={}, request_cursor_field=None) + slicer = greenhouse_slicer slicer.close_slice(date_time_dict, date_time_dict) assert slicer.get_stream_state() == {date_time: "2022-09-05T10:10:10.000Z"} assert slicer.get_request_headers() == {} @@ -48,3 +48,90 @@ def test_sub_slicer(last_record, expected, records): stream_slice = next(slicer.stream_slices()) if records else {} slicer.close_slice(stream_slice, last_record) assert slicer.get_stream_state() == expected + + +@pytest.mark.parametrize( + "stream_state, cursor_field, expected_state", + [ + ({'cursor_field_1': '2022-09-05T10:10:10.000Z'}, 'cursor_field_1', {'cursor_field_1': '2022-09-05T10:10:10.000Z'}), + ({'cursor_field_2': '2022-09-05T10:10:100000Z'}, 'cursor_field_3', {}), + ({'cursor_field_4': None}, 'cursor_field_4', {}), + ({'cursor_field_5': ''}, 'cursor_field_5', {}), + ], + ids=[ + "cursor_value_present", + "cursor_value_not_present", + "cursor_value_is_None", + "cursor_value_is_empty_string" + ] +) +def test_slicer_set_initial_state(stream_state, cursor_field, expected_state): + slicer = GreenHouseSlicer(cursor_field=cursor_field, parameters={}, request_cursor_field=None) + # Set initial state + slicer.set_initial_state(stream_state) + assert slicer.get_stream_state() == expected_state + +@pytest.mark.parametrize( + "stream_state, initial_state, expected_state", + [ + ( + {'id1': {'cursor_field': '2023-01-01T10:00:00.000Z'}}, + {'id2': {'cursor_field': '2023-01-02T11:00:00.000Z'}}, + { + 'id1': {'cursor_field': '2023-01-01T10:00:00.000Z'}, + 'id2': {'cursor_field': '2023-01-02T11:00:00.000Z'} + } + ), + ( + {'id1': {'cursor_field': '2023-01-01T10:00:00.000Z'}}, + {'id1': {'cursor_field': '2023-01-01T09:00:00.000Z'}}, + {'id1': {'cursor_field': '2023-01-01T10:00:00.000Z'}} + ), + ( + {}, + {}, + {} + ), + ], + ids=[ + "stream_state and initial_state have different keys", + "stream_state and initial_state have overlapping keys with different values", + "stream_state and initial_state are empty" + ] +) +def test_substream_set_initial_state(greenhouse_substream_slicer, stream_state, initial_state, expected_state): + slicer = greenhouse_substream_slicer + # Set initial state + slicer._state = initial_state + slicer.set_initial_state(stream_state) + assert slicer._state == expected_state + + +@pytest.mark.parametrize( + "first_record, second_record, expected_result", + [ + ( + {'cursor_field': '2023-01-01T00:00:00.000Z'}, + {'cursor_field': '2023-01-02T00:00:00.000Z'}, + False + ), + ( + {'cursor_field': '2023-02-01T00:00:00.000Z'}, + {'cursor_field': '2023-01-01T00:00:00.000Z'}, + True + ), + ( + {'cursor_field': '2023-01-02T00:00:00.000Z'}, + {'cursor_field': ''}, + True + ), + ( + {'cursor_field': ''}, + {'cursor_field': '2023-01-02T00:00:00.000Z'}, + False + ), + ] +) +def test_is_greater_than_or_equal(greenhouse_substream_slicer, first_record, second_record, expected_result): + slicer = greenhouse_substream_slicer + assert slicer.is_greater_than_or_equal(first_record, second_record) == expected_result diff --git a/docs/integrations/sources/greenhouse.md b/docs/integrations/sources/greenhouse.md index d9ba0fb240ab..02984acb4850 100644 --- a/docs/integrations/sources/greenhouse.md +++ b/docs/integrations/sources/greenhouse.md @@ -62,19 +62,20 @@ The Greenhouse connector should not run into Greenhouse API limitations under no ## Changelog -| Version | Date | Pull Request | Subject | -| :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| 0.4.3 | 2023-09-20 | [30648](https://github.com/airbytehq/airbyte/pull/30648) | Update candidates.json | -| 0.4.2 | 2023-08-02 | [28969](https://github.com/airbytehq/airbyte/pull/28969) | Update CDK version | -| 0.4.1 | 2023-06-28 | [27773](https://github.com/airbytehq/airbyte/pull/27773) | Update following state breaking changes | +| Version | Date | Pull Request | Subject | +| :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------- | +| 0.4.4 | 2023-11-29 | [32397](https://github.com/airbytehq/airbyte/pull/32397) | Increase test coverage and migrate to base image | +| 0.4.3 | 2023-09-20 | [30648](https://github.com/airbytehq/airbyte/pull/30648) | Update candidates.json | +| 0.4.2 | 2023-08-02 | [28969](https://github.com/airbytehq/airbyte/pull/28969) | Update CDK version | +| 0.4.1 | 2023-06-28 | [27773](https://github.com/airbytehq/airbyte/pull/27773) | Update following state breaking changes | | 0.4.0 | 2023-04-26 | [25332](https://github.com/airbytehq/airbyte/pull/25332) | Add new streams: `ActivityFeed`, `Approvals`, `Disciplines`, `Eeoc`, `EmailTemplates`, `Offices`, `ProspectPools`, `Schools`, `Tags`, `UserPermissions`, `UserRoles` | -| 0.3.1 | 2023-03-06 | [23231](https://github.com/airbytehq/airbyte/pull/23231) | Publish using low-code CDK Beta version | -| 0.3.0 | 2022-10-19 | [18154](https://github.com/airbytehq/airbyte/pull/18154) | Extend `Users` stream schema | -| 0.2.11 | 2022-09-27 | [17239](https://github.com/airbytehq/airbyte/pull/17239) | Always install the latest version of Airbyte CDK | -| 0.2.10 | 2022-09-05 | [16338](https://github.com/airbytehq/airbyte/pull/16338) | Implement incremental syncs & fix SATs | -| 0.2.9 | 2022-08-22 | [15800](https://github.com/airbytehq/airbyte/pull/15800) | Bugfix to allow reading sentry.yaml and schemas at runtime | -| 0.2.8 | 2022-08-10 | [15344](https://github.com/airbytehq/airbyte/pull/15344) | Migrate connector to config-based framework | -| 0.2.7 | 2022-04-15 | [11941](https://github.com/airbytehq/airbyte/pull/11941) | Correct Schema data type for Applications, Candidates, Scorecards and Users | -| 0.2.6 | 2021-11-08 | [7607](https://github.com/airbytehq/airbyte/pull/7607) | Implement demographics streams support. Update SAT for demographics streams | -| 0.2.5 | 2021-09-22 | [6377](https://github.com/airbytehq/airbyte/pull/6377) | Refactor the connector to use CDK. Implement additional stream support | -| 0.2.4 | 2021-09-15 | [6238](https://github.com/airbytehq/airbyte/pull/6238) | Add identification of accessible streams for API keys with limited permissions | +| 0.3.1 | 2023-03-06 | [23231](https://github.com/airbytehq/airbyte/pull/23231) | Publish using low-code CDK Beta version | +| 0.3.0 | 2022-10-19 | [18154](https://github.com/airbytehq/airbyte/pull/18154) | Extend `Users` stream schema | +| 0.2.11 | 2022-09-27 | [17239](https://github.com/airbytehq/airbyte/pull/17239) | Always install the latest version of Airbyte CDK | +| 0.2.10 | 2022-09-05 | [16338](https://github.com/airbytehq/airbyte/pull/16338) | Implement incremental syncs & fix SATs | +| 0.2.9 | 2022-08-22 | [15800](https://github.com/airbytehq/airbyte/pull/15800) | Bugfix to allow reading sentry.yaml and schemas at runtime | +| 0.2.8 | 2022-08-10 | [15344](https://github.com/airbytehq/airbyte/pull/15344) | Migrate connector to config-based framework | +| 0.2.7 | 2022-04-15 | [11941](https://github.com/airbytehq/airbyte/pull/11941) | Correct Schema data type for Applications, Candidates, Scorecards and Users | +| 0.2.6 | 2021-11-08 | [7607](https://github.com/airbytehq/airbyte/pull/7607) | Implement demographics streams support. Update SAT for demographics streams | +| 0.2.5 | 2021-09-22 | [6377](https://github.com/airbytehq/airbyte/pull/6377) | Refactor the connector to use CDK. Implement additional stream support | +| 0.2.4 | 2021-09-15 | [6238](https://github.com/airbytehq/airbyte/pull/6238) | Add identification of accessible streams for API keys with limited permissions |