Brian Bolt
10/29/2024, 9:15 PMuser
10/29/2024, 9:16 PMHttpSubStream
which is designed specifically for this purpose. Here's how it works: 1. You define a parent stream that fetches the main data (e.g., a list of IDs or primary records). 2. You then create a child stream (substream) that inherits from HttpSubStream
and uses the data from the parent stream to make subsequent API calls for detailed information. Here's a basic example of how you might structure this: python class ParentStream(HttpStream): # ... parent stream implementation ... @property def use_cache(self) -> bool: return True # Enable caching for efficiency class ChildStream(HttpSubStream): # ... child stream implementation ...
The ChildStream
can then use the data from the ParentStream
to construct its API requests, typically in its path
or stream_slices
method. This approach is particularly useful when you need to make API calls for detailed information based on IDs or other data obtained from a parent stream. It allows you to efficiently fetch related data without unnecessary API calls. For more detailed information and implementation examples, you can refer to the following resources: 1. [Airbyte documentation on Nested Streams & Caching](https://docs.airbyte.com/connector-development/cdk-python/http-streams#nested-streams--caching) 2. [GitHub discussion on multi-stage streams](https://github.com/airbytehq/airbyte/discussions/46711) Remember that the exact implementation details may vary depending on your specific API and data structure, but the general concept of using HttpSubStream
for parent-child relationships is well-supported in Airbyte.Brian Bolt
10/29/2024, 9:16 PMBrian Bolt
10/29/2024, 9:16 PMuser
10/29/2024, 9:17 PMSubstreamPartitionRouter
. This feature allows you to create streams that depend on other streams. Here's how you can implement this: 1. In your connector's YAML file, you'll need to define both the parent (master) stream and the child (detail) stream. 2. For the child stream, you'll use the SubstreamPartitionRouter
in the retriever
section. This allows the child stream to use data from the parent stream. Here's a basic example of how the YAML structure might look: yaml streams: - name: parent_stream # ... other parent stream configurations ... - name: child_stream retriever: type: SubstreamPartitionRouter parent_stream_configs: - stream: "#/streams/parent_stream" parent_key: id partition_field: parent_id # ... other child stream configurations ...
In this setup, the child_stream
uses the SubstreamPartitionRouter
to fetch data based on the results of the parent_stream
. The parent_key
specifies which field from the parent stream to use, and the partition_field
indicates how this key is represented in the child stream's API calls. It's important to note that the exact implementation details may vary depending on your specific API and requirements. The Connector Builder UI can be a helpful tool for iterating on and debugging your connector configuration [Connector Builder UI](https://docs.airbyte.com/connector-development/connector-builder-ui/overview). For more detailed information on implementing nested streams, you can refer to the Airbyte documentation on [partition routers and nested streams](https://docs.airbyte.com/connector-development/config-based/understanding-the-yaml-file/partition-router#nested-streams).