Python Client SDK for Airbyte API
Project description
Authentication
Developers will need to create an API Key within your Developer Portal to make API requests. You can use your existing Airbyte account to log in to the Developer Portal. Once you are in the Developer Portal, use the API Keys tab to create or remove API Keys. You can see a walkthrough demo here🎦
The Developer Portal UI can also be used to help build your integration by showing information about network requests in the Requests tab. API usage information is also available to you in the Usage tab.
Summary
airbyte-api: Programmatically control Airbyte Cloud, OSS & Enterprise.
Table of Contents
- Authentication
- SDK Installation
- IDE Support
- SDK Example Usage
- Available Resources and Operations
- Retries
- Error Handling
- Server Selection
- Custom HTTP Client
- Authentication
- Resource Management
- Debugging
SDK Installation
[!NOTE] Python version upgrade policy
Once a Python version reaches its official end of life date, a 3-month grace period is provided for users to upgrade. Following this grace period, the minimum python version supported in the SDK will be updated.
The SDK can be installed with uv, pip, or poetry package managers.
uv
uv is a fast Python package installer and resolver, designed as a drop-in replacement for pip and pip-tools. It's recommended for its speed and modern Python tooling capabilities.
uv add airbyte-api
PIP
PIP is the default package installer for Python, enabling easy installation and management of packages from PyPI via the command line.
pip install airbyte-api
Poetry
Poetry is a modern tool that simplifies dependency management and package publishing by using a single pyproject.toml file to handle project metadata and dependencies.
poetry add airbyte-api
Shell and script usage with uv
You can use this SDK in a Python shell with uv and the uvx command that comes with it like so:
uvx --from airbyte-api python
It's also possible to write a standalone Python script without needing to set up a whole project like so:
#!/usr/bin/env -S uv run --script
# /// script
# requires-python = ">=3.10"
# dependencies = [
# "airbyte-api",
# ]
# ///
from airbyte_api import AirbyteAPI
sdk = AirbyteAPI(
# SDK arguments
)
# Rest of script here...
Once that is saved to a file, you can run it with uv run script.py where
script.py can be replaced with the actual file name.
IDE Support
PyCharm
Generally, the SDK will work well with most IDEs out of the box. However, when using PyCharm, you can enjoy much better integration with Pydantic by installing an additional plugin.
SDK Example Usage
Example
# Synchronous Example
from airbyte_api import AirbyteAPI, models
with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = aa_client.connections.create_connection(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
})
assert res.connection_response is not None
# Handle response
print(res.connection_response)
The same SDK client can also be used to make asynchronous requests by importing asyncio.
# Asynchronous Example
from airbyte_api import AirbyteAPI, models
import asyncio
async def main():
async with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = await aa_client.connections.create_connection_async(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
})
assert res.connection_response is not None
# Handle response
print(res.connection_response)
asyncio.run(main())
Available Resources and Operations
Available methods
Connections
- create_connection - Create a connection
- delete_connection - Delete a Connection
- get_connection - Get Connection details
- list_connections - List connections
- patch_connection - Update Connection details
DeclarativeSourceDefinitions
- create_declarative_source_definition - Create a declarative source definition.
- delete_declarative_source_definition - Delete a declarative source definition.
- get_declarative_source_definition - Get declarative source definition details.
- list_declarative_source_definitions - List declarative source definitions.
- update_declarative_source_definition - Update declarative source definition details.
DestinationDefinitions
- create_destination_definition - Create a destination definition.
- delete_destination_definition - Delete a destination definition.
- get_destination_definition - Get destination definition details.
- list_destination_definitions - List destination definitions.
- update_destination_definition - Update destination definition details.
Destinations
- create_destination - Create a destination
- delete_destination - Delete a Destination
- get_destination - Get Destination details
- list_destinations - List destinations
- patch_destination - Update a Destination
- put_destination - Update a Destination and fully overwrite it
Health
- get_health_check - Health Check
Jobs
- cancel_job - Cancel a running Job
- create_job - Trigger a sync or reset job of a connection
- get_job - Get Job status and details
- list_jobs - List Jobs by sync type
Organizations
- create_or_update_organization_o_auth_credentials - Create OAuth override credentials for an organization and source type.
- delete_organization_o_auth_credentials - Delete OAuth override credentials for an organization and source/destination type.
- list_organizations_for_user - List all organizations for a user
Permissions
- create_permission - Create a permission
- delete_permission - Delete a Permission
- get_permission - Get Permission details
- list_permissions - List Permissions by user id
- update_permission - Update a permission
SourceDefinitions
- create_source_definition - Create a source definition.
- delete_source_definition - Delete a source definition.
- get_source_definition - Get source definition details.
- list_source_definitions - List source definitions.
- update_source_definition - Update source definition details.
Sources
- create_source - Create a source
- delete_source - Delete a Source
- get_source - Get Source details
- initiate_o_auth - Initiate OAuth for a source
- list_sources - List sources
- patch_source - Update a Source
- put_source - Update a Source and fully overwrite it
Streams
- get_stream_properties - Get stream properties
Tags
- create_tag - Create a tag
- delete_tag - Delete a tag
- get_tag - Get a tag
- list_tags - List all tags
- update_tag - Update a tag
Users
- list_users_within_an_organization - List all users within an organization
Workspaces
- create_or_update_workspace_o_auth_credentials - Create OAuth override credentials for a workspace and source type.
- create_workspace - Create a workspace
- delete_workspace - Delete a Workspace
- delete_workspace_o_auth_credentials - Delete OAuth override credentials for a workspace and source/destination type.
- get_workspace - Get Workspace details
- list_workspaces - List workspaces
- update_workspace - Update a workspace
Retries
Some of the endpoints in this SDK support retries. If you use the SDK without any configuration, it will fall back to the default retry strategy provided by the API. However, the default retry strategy can be overridden on a per-operation basis, or across the entire SDK.
To change the default retry strategy for a single API call, simply provide a RetryConfig object to the call:
from airbyte_api import AirbyteAPI, models
from airbyte_api.utils import BackoffStrategy, RetryConfig
with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = aa_client.connections.create_connection(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
},
RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False))
assert res.connection_response is not None
# Handle response
print(res.connection_response)
If you'd like to override the default retry strategy for all operations that support retries, you can use the retry_config optional parameter when initializing the SDK:
from airbyte_api import AirbyteAPI, models
from airbyte_api.utils import BackoffStrategy, RetryConfig
with AirbyteAPI(
retry_config=RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False),
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = aa_client.connections.create_connection(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
})
assert res.connection_response is not None
# Handle response
print(res.connection_response)
Error Handling
AirbyteAPIError is the base class for all HTTP error responses. It has the following properties:
| Property | Type | Description |
|---|---|---|
err.message |
str |
Error message |
err.status_code |
int |
HTTP response status code eg 404 |
err.headers |
httpx.Headers |
HTTP response headers |
err.body |
str |
HTTP body. Can be empty string if no body is returned. |
err.raw_response |
httpx.Response |
Raw HTTP response |
Example
from airbyte_api import AirbyteAPI, errors, models
with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = None
try:
res = aa_client.connections.create_connection(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
})
assert res.connection_response is not None
# Handle response
print(res.connection_response)
except errors.AirbyteAPIError as e:
# The base class for HTTP error responses
print(e.message)
print(e.status_code)
print(e.body)
print(e.headers)
print(e.raw_response)
Error Classes
Primary error:
AirbyteAPIError: The base class for HTTP error responses.
Less common errors (5)
Network errors:
httpx.RequestError: Base class for request errors.httpx.ConnectError: HTTP client was unable to make a request to a server.httpx.TimeoutException: HTTP request timed out.
Inherit from AirbyteAPIError:
ResponseValidationError: Type mismatch between the response data and the expected Pydantic model. Provides access to the Pydantic validation error via thecauseattribute.
Server Selection
Override Server URL Per-Client
The default server can be overridden globally by passing a URL to the server_url: str optional parameter when initializing the SDK client instance. For example:
from airbyte_api import AirbyteAPI, models
with AirbyteAPI(
server_url="https://api.airbyte.com/v1",
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = aa_client.connections.create_connection(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
})
assert res.connection_response is not None
# Handle response
print(res.connection_response)
Custom HTTP Client
The Python SDK makes API calls using the httpx HTTP library. In order to provide a convenient way to configure timeouts, cookies, proxies, custom headers, and other low-level configuration, you can initialize the SDK client with your own HTTP client instance.
Depending on whether you are using the sync or async version of the SDK, you can pass an instance of HttpClient or AsyncHttpClient respectively, which are Protocol's ensuring that the client has the necessary methods to make API calls.
This allows you to wrap the client with your own custom logic, such as adding custom headers, logging, or error handling, or you can just pass an instance of httpx.Client or httpx.AsyncClient directly.
For example, you could specify a header for every request that this sdk makes as follows:
from airbyte_api import AirbyteAPI
import httpx
http_client = httpx.Client(headers={"x-custom-header": "someValue"})
s = AirbyteAPI(client=http_client)
or you could wrap the client with your own custom logic:
from airbyte_api import AirbyteAPI
from airbyte_api.httpclient import AsyncHttpClient
import httpx
class CustomClient(AsyncHttpClient):
client: AsyncHttpClient
def __init__(self, client: AsyncHttpClient):
self.client = client
async def send(
self,
request: httpx.Request,
*,
stream: bool = False,
auth: Union[
httpx._types.AuthTypes, httpx._client.UseClientDefault, None
] = httpx.USE_CLIENT_DEFAULT,
follow_redirects: Union[
bool, httpx._client.UseClientDefault
] = httpx.USE_CLIENT_DEFAULT,
) -> httpx.Response:
request.headers["Client-Level-Header"] = "added by client"
return await self.client.send(
request, stream=stream, auth=auth, follow_redirects=follow_redirects
)
def build_request(
self,
method: str,
url: httpx._types.URLTypes,
*,
content: Optional[httpx._types.RequestContent] = None,
data: Optional[httpx._types.RequestData] = None,
files: Optional[httpx._types.RequestFiles] = None,
json: Optional[Any] = None,
params: Optional[httpx._types.QueryParamTypes] = None,
headers: Optional[httpx._types.HeaderTypes] = None,
cookies: Optional[httpx._types.CookieTypes] = None,
timeout: Union[
httpx._types.TimeoutTypes, httpx._client.UseClientDefault
] = httpx.USE_CLIENT_DEFAULT,
extensions: Optional[httpx._types.RequestExtensions] = None,
) -> httpx.Request:
return self.client.build_request(
method,
url,
content=content,
data=data,
files=files,
json=json,
params=params,
headers=headers,
cookies=cookies,
timeout=timeout,
extensions=extensions,
)
s = AirbyteAPI(async_client=CustomClient(httpx.AsyncClient()))
Authentication
Per-Client Security Schemes
This SDK supports the following security schemes globally:
| Name | Type | Scheme |
|---|---|---|
basic_auth |
http | HTTP Basic |
bearer_auth |
http | HTTP Bearer |
client_credentials |
oauth2 | OAuth2 token |
You can set the security parameters through the security optional parameter when initializing the SDK client instance. The selected scheme will be used by default to authenticate with the API for all operations that support it. For example:
from airbyte_api import AirbyteAPI, models
with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
res = aa_client.connections.create_connection(request={
"destination_id": "e478de0d-a3a0-475c-b019-25f7dd29e281",
"name": "Postgres-to-Bigquery",
"namespace_format": "${SOURCE_NAMESPACE}",
"source_id": "95e66a59-8045-4307-9678-63bc3c9b8c93",
})
assert res.connection_response is not None
# Handle response
print(res.connection_response)
Resource Management
The AirbyteAPI class implements the context manager protocol and registers a finalizer function to close the underlying sync and async HTTPX clients it uses under the hood. This will close HTTP connections, release memory and free up other resources held by the SDK. In short-lived Python programs and notebooks that make a few SDK method calls, resource management may not be a concern. However, in longer-lived programs, it is beneficial to create a single SDK instance via a context manager and reuse it across the application.
from airbyte_api import AirbyteAPI, models
def main():
with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
# Rest of application here...
# Or when using async:
async def amain():
async with AirbyteAPI(
security=models.Security(
basic_auth=models.SchemeBasicAuth(
password="",
username="",
),
),
) as aa_client:
# Rest of application here...
Debugging
You can setup your SDK to emit debug logs for SDK requests and responses.
You can pass your own logger class directly into your SDK.
from airbyte_api import AirbyteAPI
import logging
logging.basicConfig(level=logging.DEBUG)
s = AirbyteAPI(debug_logger=logging.getLogger("airbyte_api"))
Maturity
This SDK is in beta, and there may be breaking changes between versions without a major version update. Therefore, we recommend pinning usage to a specific package version. This way, you can install the same version each time without breaking changes unless you are intentionally looking for the latest version.
Contributions
While we value open-source contributions to this SDK, this library is generated programmatically. Feel free to open a PR or a Github issue as a proof of concept and we'll do our best to include it in a future release !
SDK Created by Speakeasy
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