@kapa.ai Give me an example for writing a

source.py

using the python cdk. Also, tell me how to validate it, run it and get the api result schema from it.

New message text here

@kapa.ai i want to use Saas SDK rather than an api.

A message from kapa.ai

I'm sorry, but the provided knowledge sources do not contain information about using a SaaS SDK with Airbyte. Airbyte is primarily designed to work with APIs and databases for data integration. However, if a SaaS platform provides an API, you can use Airbyte to integrate data from that platform. For more specific guidance, you may want to refer to the [Airbyte Documentation](https://docs.airbyte.com/) or the [Airbyte Github Discussions](https://github.com/airbytehq/airbyte/discussions) for community support.

@kapa.ai how to run tests

A message from kapa.ai

Sure, here's how you can run tests for your connectors in Airbyte: Python Connectors: For Python connectors, you can use

pytest

to run unit and integration tests. Navigate to the connector directory and run the following command:

bash poetry run pytest

(Source: [Testing Connectors - Python Connectors](https://docs.airbyte.com/connector-development/testing-connectors/#connector-specific-tests)) Java Connectors: For Java connectors, you can use

gradle

to run tests. Here are the commands for running unit tests and integration tests respectively:

bash # Unit tests ./gradlew :airbyte-integrations:connectors:source-postgres:test  # Integration tests ./gradlew :airbyte-integrations:connectors:source-postgres:integrationTestJava

(Source: [Testing Connectors - Java Connectors](https://docs.airbyte.com/connector-development/testing-connectors/#connector-specific-tests)) Acceptance Tests: To run acceptance tests, you need to provide connector configuration as a

config.json

file in a

.secrets

folder in the connector code directory. Here's how you can run acceptance tests:

bash # From the root of the airbyte repo cd airbyte-integrations/bases/connector-acceptance-test/ poetry install poetry run pytest -p connector_acceptance_test.plugin --acceptance-test-config=../../connectors/<your-connector> --pdb

(Source: [Acceptance Tests Reference](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference#option-2-debugging-run-against-the-acceptance-tests-on-your-branch)) Please replace

<your-connector>

with the name of your connector. Remember to install the necessary dependencies before running the tests. For Python, you can use

poetry install

and for Java, you can use

./gradlew clean build

.

@kapa.ai E ModuleNotFoundError: No module named 'airbyte_cdk'

A message from kapa.ai

The error

ModuleNotFoundError: No module named 'airbyte_cdk'

typically occurs when the

airbyte_cdk

module is not installed in your Python environment. You can install it using pip:

bash pip install airbyte-cdk

If you're using a virtual environment (which is a good practice), make sure you've activated it before running the install command. In one of the forum posts, a user was able to resolve a similar issue by running their script with

python3

instead of `python`:

bash python3 main.py spec

(Source: [Forum Post: No module named 'airbyte_cdk'](https://discuss.airbyte.io/t/2949)) Also, ensure that you're using a compatible Python version. Some users have reported issues with certain versions of Python, and updating their Python version resolved the issue. (Source: [Forum Post: ERROR: Could not find a version that satisfies the requirement airbyte-cdk~=0.1.56](https://discuss.airbyte.io/t/1397))