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🎉 Source mixpanel: migration to CDK (#4566)
* Mixpanel initiation * copied schemas and specs file from singer connector * authentication and a few streams * Added Funnels + FunnelsList * Added example of funnel response * added incremental Funnels stream with tests * added Annotations, CohortMembers, Engage, Cohorts, Funnels * added Revenue * fixed formatting * fixed variable names * fixed cohort_members and updated export streams * moved start_date and date checks into SourceMixpanel class * added error handling * added unit test, update docs and ci creds * fix url base for export stream * added full and incremental read for export stream * updated acceptance tests, added limit correction based on number of streams, export cursor is stored in datatime string * Funnel stream - added complex state which contains state for each funnel * added attribution windows support and project timezone config * fixed formatting * added default timezone * added dynamic schema generation for Engage and Export streams * fixed formatting * fixed ability to pass start_date in datetime format as well * fixed ability to pass start_date in datetime format as well * added additional_properties field for dynamic schemas. updates regex for start_date matching to support old config file * fixed formatting * export stream - convert all values to default type - string * added schema ref * added new properties for funnel stream * fixed formatting in funnel schema * added build related files * update changelog * fixed and added comments, renamed rate_limit variable * fixed formatting * changed normalization for reserved mixpanel attributes like $browser * alphabetise spec fields * added description about API limit handling * updated comment
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...ain/resources/config/STANDARD_SOURCE_DEFINITION/12928b32-bf0a-4f1e-964f-07e12e37153a.json
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{ | ||
"sourceDefinitionId": "12928b32-bf0a-4f1e-964f-07e12e37153a", | ||
"name": "Mixpanel", | ||
"dockerRepository": "airbyte/source-mixpanel", | ||
"dockerImageTag": "0.1.0", | ||
"documentationUrl": "https://hub.docker.com/r/airbyte/source-mixpanel", | ||
"icon": "mixpanel.svg" | ||
} |
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...ain/resources/config/STANDARD_SOURCE_DEFINITION/859e501d-2b67-471f-91bb-1c801414d28f.json
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airbyte-integrations/connectors/source-mixpanel/.dockerignore
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* | ||
!Dockerfile | ||
!Dockerfile.test | ||
!main.py | ||
!source_mixpanel | ||
!setup.py | ||
!secrets |
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airbyte-integrations/connectors/source-mixpanel/Dockerfile
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FROM python:3.7-slim | ||
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# Bash is installed for more convenient debugging. | ||
RUN apt-get update && apt-get install -y bash && rm -rf /var/lib/apt/lists/* | ||
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WORKDIR /airbyte/integration_code | ||
COPY source_mixpanel ./source_mixpanel | ||
COPY main.py ./ | ||
COPY setup.py ./ | ||
RUN pip install . | ||
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ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py" | ||
ENTRYPOINT ["python", "/airbyte/integration_code/main.py"] | ||
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LABEL io.airbyte.version=0.1.0 | ||
LABEL io.airbyte.name=airbyte/source-mixpanel |
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airbyte-integrations/connectors/source-mixpanel/README.md
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# Mixpanel Source | ||
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This is the repository for the Mixpanel source connector, written in Python. | ||
For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.io/integrations/sources/mixpanel). | ||
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## Local development | ||
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### Prerequisites | ||
**To iterate on this connector, make sure to complete this prerequisites section.** | ||
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#### Minimum Python version required `= 3.7.0` | ||
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#### Build & Activate Virtual Environment and install dependencies | ||
From this connector directory, create a virtual environment: | ||
``` | ||
python -m venv .venv | ||
``` | ||
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This will generate a virtualenv for this module in `.venv/`. Make sure this venv is active in your | ||
development environment of choice. To activate it from the terminal, run: | ||
``` | ||
source .venv/bin/activate | ||
pip install -r requirements.txt | ||
``` | ||
If you are in an IDE, follow your IDE's instructions to activate the virtualenv. | ||
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Note that while we are installing dependencies from `requirements.txt`, you should only edit `setup.py` for your dependencies. `requirements.txt` is | ||
used for editable installs (`pip install -e`) to pull in Python dependencies from the monorepo and will call `setup.py`. | ||
If this is mumbo jumbo to you, don't worry about it, just put your deps in `setup.py` but install using `pip install -r requirements.txt` and everything | ||
should work as you expect. | ||
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#### Building via Gradle | ||
You can also build the connector in Gradle. This is typically used in CI and not needed for your development workflow. | ||
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To build using Gradle, from the Airbyte repository root, run: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:source-mixpanel:build | ||
``` | ||
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#### Create credentials | ||
**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.io/integrations/sources/mixpanel) | ||
to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `source_mixpanel/spec.json` file. | ||
Note that any directory named `secrets` is gitignored across the entire Airbyte repo, so there is no danger of accidentally checking in sensitive information. | ||
See `integration_tests/sample_config.json` for a sample config file. | ||
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**If you are an Airbyte core member**, copy the credentials in Lastpass under the secret name `source mixpanel test creds` | ||
and place them into `secrets/config.json`. | ||
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### Locally running the connector | ||
``` | ||
python main.py spec | ||
python main.py check --config secrets/config.json | ||
python main.py discover --config secrets/config.json | ||
python main.py read --config secrets/config.json --catalog integration_tests/configured_catalog.json | ||
``` | ||
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### Locally running the connector docker image | ||
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#### Build | ||
First, make sure you build the latest Docker image: | ||
``` | ||
docker build . -t airbyte/source-mixpanel:dev | ||
``` | ||
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You can also build the connector image via Gradle: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:source-mixpanel:airbyteDocker | ||
``` | ||
When building via Gradle, the docker image name and tag, respectively, are the values of the `io.airbyte.name` and `io.airbyte.version` `LABEL`s in | ||
the Dockerfile. | ||
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#### Run | ||
Then run any of the connector commands as follows: | ||
``` | ||
docker run --rm airbyte/source-mixpanel:dev spec | ||
docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-mixpanel:dev check --config /secrets/config.json | ||
docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-mixpanel:dev discover --config /secrets/config.json | ||
docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/source-mixpanel:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json | ||
``` | ||
## Testing | ||
Make sure to familiarize yourself with [pytest test discovery](https://docs.pytest.org/en/latest/goodpractices.html#test-discovery) to know how your test files and methods should be named. | ||
First install test dependencies into your virtual environment: | ||
``` | ||
pip install .[tests] | ||
``` | ||
### Unit Tests | ||
To run unit tests locally, from the connector directory run: | ||
``` | ||
python -m pytest unit_tests | ||
``` | ||
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### Integration Tests | ||
There are two types of integration tests: Acceptance Tests (Airbyte's test suite for all source connectors) and custom integration tests (which are specific to this connector). | ||
#### Custom Integration tests | ||
Place custom tests inside `integration_tests/` folder, then, from the connector root, run | ||
``` | ||
python -m pytest integration_tests | ||
``` | ||
#### Acceptance Tests | ||
Customize `acceptance-test-config.yml` file to configure tests. See [Source Acceptance Tests](source-acceptance-tests.md) for more information. | ||
If your connector requires to create or destroy resources for use during acceptance tests create fixtures for it and place them inside integration_tests/acceptance.py. | ||
To run your integration tests with acceptance tests, from the connector root, run | ||
``` | ||
python -m pytest integration_tests -p integration_tests.acceptance | ||
``` | ||
To run your integration tests with docker | ||
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### Using gradle to run tests | ||
All commands should be run from airbyte project root. | ||
To run unit tests: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:source-mixpanel:unitTest | ||
``` | ||
To run acceptance and custom integration tests: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:source-mixpanel:integrationTest | ||
``` | ||
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## Dependency Management | ||
All of your dependencies should go in `setup.py`, NOT `requirements.txt`. The requirements file is only used to connect internal Airbyte dependencies in the monorepo for local development. | ||
We split dependencies between two groups, dependencies that are: | ||
* required for your connector to work need to go to `MAIN_REQUIREMENTS` list. | ||
* required for the testing need to go to `TEST_REQUIREMENTS` list | ||
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### Publishing a new version of the connector | ||
You've checked out the repo, implemented a million dollar feature, and you're ready to share your changes with the world. Now what? | ||
1. Make sure your changes are passing unit and integration tests. | ||
1. Bump the connector version in `Dockerfile` -- just increment the value of the `LABEL io.airbyte.version` appropriately (we use [SemVer](https://semver.org/)). | ||
1. Create a Pull Request. | ||
1. Pat yourself on the back for being an awesome contributor. | ||
1. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. |
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airbyte-integrations/connectors/source-mixpanel/acceptance-test-config.yml
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# See [Source Acceptance Tests](https://docs.airbyte.io/contributing-to-airbyte/building-new-connector/source-acceptance-tests.md) | ||
# for more information about how to configure these tests | ||
connector_image: airbyte/source-mixpanel:dev | ||
tests: | ||
spec: | ||
- spec_path: "source_mixpanel/spec.json" | ||
connection: | ||
- config_path: "secrets/config.json" | ||
status: "succeed" | ||
- config_path: "integration_tests/invalid_config.json" | ||
status: "failed" | ||
discovery: | ||
- config_path: "secrets/config.json" | ||
basic_read: | ||
- config_path: "secrets/config.json" | ||
configured_catalog_path: "integration_tests/configured_catalog.json" | ||
validate_output_from_all_streams: yes | ||
full_refresh: | ||
- config_path: "secrets/config.json" | ||
configured_catalog_path: "integration_tests/configured_catalog.json" | ||
incremental: | ||
# incremental streams Funnels, Revenue, Export | ||
# Funnels - fails because it has complex state, like {'funnel_idX': {'date': 'dateX'}} | ||
# Export - fails because it could return a few previous records for the date of previous sync | ||
- config_path: "secrets/config.json" | ||
configured_catalog_path: "integration_tests/configured_catalog_incremental.json" | ||
# Test is skipped because requests fails when start_date is in the future | ||
# Incremental streams Funnels, Revenue always return data for any valid date | ||
# future_state_path: "integration_tests/abnormal_state.json" | ||
cursor_paths: | ||
revenue: ["date"] | ||
export: ["date"] | ||
|
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airbyte-integrations/connectors/source-mixpanel/acceptance-test-docker.sh
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#!/usr/bin/env sh | ||
docker run --rm -it \ | ||
-v /var/run/docker.sock:/var/run/docker.sock \ | ||
-v /tmp:/tmp \ | ||
-v $(pwd):/test_input \ | ||
airbyte/source-acceptance-test \ | ||
--acceptance-test-config /test_input |
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airbyte-integrations/connectors/source-mixpanel/build.gradle
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plugins { | ||
id 'airbyte-python' | ||
id 'airbyte-docker' | ||
id 'airbyte-source-acceptance-test' | ||
} | ||
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airbytePython { | ||
moduleDirectory 'source_mixpanel' | ||
} | ||
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dependencies { | ||
implementation files(project(':airbyte-integrations:bases:source-acceptance-test').airbyteDocker.outputs) | ||
implementation files(project(':airbyte-integrations:bases:base-python').airbyteDocker.outputs) | ||
} |
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airbyte-integrations/connectors/source-mixpanel/integration_tests/abnormal_state.json
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{ | ||
"funnels": { | ||
"date": "2022-07-01" | ||
} | ||
} |
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airbyte-integrations/connectors/source-mixpanel/integration_tests/acceptance.py
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# | ||
# MIT License | ||
# | ||
# Copyright (c) 2020 Airbyte | ||
# | ||
# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
# | ||
# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
# | ||
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
# | ||
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import pytest | ||
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pytest_plugins = ("source_acceptance_test.plugin",) | ||
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@pytest.fixture(scope="session", autouse=True) | ||
def connector_setup(): | ||
""" This fixture is a placeholder for external resources that acceptance test might require.""" | ||
yield |
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airbyte-integrations/connectors/source-mixpanel/integration_tests/configured_catalog.json
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{ | ||
"streams": [ | ||
{ | ||
"stream": { | ||
"name": "funnels", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh", "incremental"], | ||
"default_cursor_field": ["date"] | ||
}, | ||
"sync_mode": "incremental", | ||
"destination_sync_mode": "overwrite" | ||
}, | ||
{ | ||
"stream": { | ||
"name": "engage", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh"] | ||
}, | ||
"sync_mode": "full_refresh", | ||
"destination_sync_mode": "overwrite" | ||
}, | ||
{ | ||
"stream": { | ||
"name": "annotations", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh"] | ||
}, | ||
"sync_mode": "full_refresh", | ||
"destination_sync_mode": "overwrite" | ||
}, | ||
{ | ||
"stream": { | ||
"name": "export", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh", "incremental"], | ||
"default_cursor_field": ["time"] | ||
}, | ||
"sync_mode": "incremental", | ||
"destination_sync_mode": "append" | ||
}, | ||
{ | ||
"stream": { | ||
"name": "cohorts", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh"] | ||
}, | ||
"sync_mode": "full_refresh", | ||
"destination_sync_mode": "overwrite" | ||
}, | ||
{ | ||
"stream": { | ||
"name": "cohort_members", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh"] | ||
}, | ||
"sync_mode": "full_refresh", | ||
"destination_sync_mode": "overwrite" | ||
}, | ||
{ | ||
"stream": { | ||
"name": "revenue", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh", "incremental"], | ||
"default_cursor_field": ["date"] | ||
}, | ||
"sync_mode": "incremental", | ||
"destination_sync_mode": "append" | ||
} | ||
] | ||
} |
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...grations/connectors/source-mixpanel/integration_tests/configured_catalog_annotations.json
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{ | ||
"streams": [ | ||
{ | ||
"stream": { | ||
"name": "annotations", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh"] | ||
}, | ||
"sync_mode": "full_refresh", | ||
"destination_sync_mode": "overwrite" | ||
} | ||
] | ||
} |
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...tions/connectors/source-mixpanel/integration_tests/configured_catalog_cohort_members.json
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{ | ||
"streams": [ | ||
{ | ||
"stream": { | ||
"name": "cohort_members", | ||
"json_schema": {}, | ||
"supported_sync_modes": ["full_refresh"] | ||
}, | ||
"sync_mode": "full_refresh", | ||
"destination_sync_mode": "overwrite" | ||
} | ||
] | ||
} |
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