chore(source-pokeapi): CDK prerelease proof test (InferredSchemaLoader) (do not merge)

[Aaron ("AJ") Steers (aaronsteers)]

What

This is a proof-of-concept PR to test the new InferredSchemaLoader feature from Python CDK prerelease version 7.4.2.post15.dev19207237224. This PR demonstrates end-to-end functionality by switching source-pokeapi to use runtime schema inference instead of a static schema.

⚠️ DO NOT MERGE - This is a research/testing PR only.

Related:

• CDK PR: feat: Add InferredSchemaLoader for runtime schema inference airbyte-python-cdk#831 (adds InferredSchemaLoader feature)
• CDK Issue: Survey of Manifest-Only Connectors Using Custom Components (Feature Gaps) airbyte-python-cdk#714 (survey of manifest-only connectors)
• Requested by: Aaron ("AJ") Steers (@aaronsteers) (aj@airbyte.io)
• Devin session: https://app.devin.ai/sessions/6fbe7bb84c894b32b04196b00c9db457

How

Three-commit strategy:

1. Commit 1: Bump base Docker image to prerelease CDK version 7.4.2.post15.dev19207237224
2. Commit 2: Replace InlineSchemaLoader with InferredSchemaLoader on the pokemon stream (initial attempt with configuration error)
3. Commit 3: Fix manifest configuration - remove incorrectly nested retriever from schema_loader

Key changes:

• metadata.yaml: Updated baseImage from 7.4.1 to prerelease 7.4.2.post15.dev19207237224
• manifest.yaml: Switched pokemon stream from InlineSchemaLoader (static schema reference) to InferredSchemaLoader (runtime inference)
• InferredSchemaLoader configured with record_sample_size: 50 to infer schema from up to 50 sample records

Configuration Fix (Commit 3):
The initial InferredSchemaLoader configuration incorrectly nested a retriever inside the schema_loader, causing JSON schema validation errors. InferredSchemaLoader should reuse the stream's existing retriever, not embed a new one.

Review guide

Critical items to verify:

1. CI Test Results - Standard tests may fail with schema validation errors if the test harness uses a stable airbyte-cdk that doesn't include InferredSchemaLoader. This is expected for a prerelease POC. Check if:

   • Container-level discover and check commands work (they use the prerelease CDK in the image)
   • Standard tests fail only on schema validation, not on functional issues

2. Schema Quality - Compare the inferred schema against the original static schema:

   • airbyte-integrations/connectors/source-pokeapi/manifest.yaml (lines 28-30): New InferredSchemaLoader config
   • Original schema was at #/schemas/pokemon (removed in this PR)
   • Expected differences: Genson may produce nullable unions like ["string", "null"]
   • Risk: With record_sample_size: 50 and PokeAPI returning single records, the inferred schema may miss optional fields

3. Single Record Limitation - PokeAPI's pokemon endpoint (/{{config['pokemon_name']}}) returns a single Pokemon by name, not a list. This means:

   • The "sample" is effectively one record, making record_sample_size: 50 somewhat meaningless
   • Schema inference is based on ONE Pokemon's structure
   • Fields that are optional or vary by Pokemon type may be missing from the inferred schema
   • This is acceptable for POC but would need adjustment for production

Files to review:

1. airbyte-integrations/connectors/source-pokeapi/metadata.yaml - CDK version bump (line 18)
2. airbyte-integrations/connectors/source-pokeapi/manifest.yaml - Schema loader replacement (lines 28-30)

User Impact

For this proof-of-concept:

• No user impact - this PR should not be merged

If this approach were adopted in production:

• Schema would be dynamically inferred at discover time instead of being statically defined
• Schema may differ from current schema (nullable unions, potentially missing optional fields)
• Discover operation would make additional API calls to fetch sample records
• For connectors with single-record endpoints like PokeAPI, schema quality may be reduced

Can this PR be safely reverted and rolled back?

• YES 💚

This is a proof-of-concept PR on a single connector with no production impact. The changes are isolated to source-pokeapi and use a prerelease CDK version.

[devin-ai-integration]

Original prompt from AJ Steers

Received message in Slack channel #proj-ai-connector-builder:

@Devin - Find the auto-schema detection in the Python CDK which is used in our declarative test read implementation. I believe we are inferring schema and returning it in either the "test read" implementation or the "resolve manifest" or "fully resolve manifest". Create a CDK PR which adds a new schema resolution option based on reading `n` records and inferring schema from those `n` records, basically the same thing being done (I think) in those dev-time implementation, except we'd run them (in production) at `discover` time.
Thread URL: https://airbytehq-team.slack.com/archives/C099FV37L2Z/p1762562420838709

[devin-ai-integration]

🤖 Devin AI Engineer

I'll be helping with this pull request! Here's what you should know:

✅ I will automatically:

• Address comments on this PR. Add '(aside)' to your comment to have me ignore it.
• Look at CI failures and help fix them

Note: I can only respond to comments from users who have write access to this repository.

⚙️ Control Options:

• Disable automatic comment and CI monitoring

[github-actions]

👋 Greetings, Airbyte Team Member!

Here are some helpful tips and reminders for your convenience.

Helpful Resources

• Breaking Changes Guide - Breaking changes, migration guides, and upgrade deadlines
• Developing Connectors Locally
• Managing Connector Secrets
• On-Demand Live Tests
• On-Demand Regression Tests
• #connector-ci-issues
• #connector-publish-updates
• #connector-build-statuses

PR Slash Commands

Airbyte Maintainers (that's you!) can execute the following slash commands on your PR:

• /format-fix - Fixes most formatting issues.
• /bump-version - Bumps connector versions.
  • You can specify a custom changelog by passing changelog. Example: /bump-version changelog="My cool update"
  • Leaving the changelog arg blank will auto-populate the changelog from the PR title.
• /run-cat-tests - Runs legacy CAT tests (Connector Acceptance Tests)
• /build-connector-images - Builds and publishes a pre-release docker image for the modified connector(s).
• JVM connectors:
  • /update-connector-cdk-version connector=<CONNECTOR_NAME> - Updates the specified connector to the latest CDK version.
    Example: /update-connector-cdk-version connector=destination-bigquery
  • /bump-bulk-cdk-version bump=patch changelog='foo' - Bump the Bulk CDK's version. bump can be major/minor/patch.
• Python connectors:
  • /poe connector source-example lock - Run the Poe lock task on the source-example connector, committing the results back to the branch.
  • /poe source example lock - Alias for /poe connector source-example lock.
  • /poe source example use-cdk-branch my/branch - Pin the source-example CDK reference to the branch name specified.
  • /poe source example use-cdk-latest - Update the source-example CDK dependency to the latest available version.

📝 Edit this welcome message.

[github-actions]

source-pokeapi Connector Test Results

8 tests   0 ✅  24s ⏱️
1 suites  1 💤
1 files    7 ❌

For more details on these failures, see this check.

Results for commit 1ea0213.

♻️ This comment has been updated with latest results.

[devin-ai-integration]

Show/Hide Detailed Report: CI Failure Root Cause Analysis

Investigation Summary

I've investigated the CI test failures and identified the root cause. The prerelease Docker image is correctly built with the InferredSchemaLoader feature, but there's a schema validation issue with how the manifest is configured.

Findings

1. Prerelease Docker Image Verification ✅

The prerelease Docker image is correctly built:

• CDK Version: 7.4.2.post15.dev19207237224 (confirmed)
• InferredSchemaLoader Definition: Present in declarative_component_schema.yaml
• Schema Requirements:

  InferredSchemaLoader:
    required:
      - type
      - retriever  # ← REQUIRED!
    properties:
      retriever:
        anyOf:
          - "$ref": "#/definitions/SimpleRetriever"
          - "$ref": "#/definitions/AsyncRetriever"
          - "$ref": "#/definitions/CustomRetriever"
      record_sample_size:
        type: integer
        default: 100

2. Configuration Issue

Commit 2 (fbcb883) used this configuration:

schema_loader:
  type: InferredSchemaLoader
  record_sample_size: 1
  retriever:
    type: SimpleRetriever
    requester:
      $ref: "#/definitions/base_requester"  # ← Problem: $ref with sibling properties
      path: /{{config['pokemon_name']}}
      http_method: GET
    record_selector:
      type: RecordSelector
      extractor:
        type: DpathExtractor
        field_path: []

Commit 3 (1ea0213) incorrectly removed the retriever entirely, which made validation fail because retriever is a required property.

3. Root Cause

The issue with Commit 2 is likely the $ref pattern with sibling properties. The schema may not allow using $ref: "#/definitions/base_requester" alongside additional properties like path and http_method.

Recommended Fix

Inline the requester configuration instead of using $ref with sibling properties:

schema_loader:
  type: InferredSchemaLoader
  record_sample_size: 50
  retriever:
    type: SimpleRetriever
    requester:
      type: HttpRequester
      url_base: https://pokeapi.co/api/v2/pokemon
      path: /{{config['pokemon_name']}}
      http_method: GET
    record_selector:
      type: RecordSelector
      extractor:
        type: DpathExtractor
        field_path: []

Next Steps

Aaron ("AJ") Steers (@aaronsteers) - Should I:

1. Push a new commit with the inlined requester configuration?
2. Test locally first by building the connector image and running docker run --rm airbyte/source-pokeapi:dev-latest spec?
3. Document these findings and close the PR as "prerelease validation complete"?

This POC has successfully validated that:

• ✅ The prerelease Docker image contains the InferredSchemaLoader feature
• ✅ The schema definition is correct and properly requires a retriever
• ⚠️ The manifest configuration needs adjustment to avoid $ref with sibling properties

[Pedro S. Lopez (pedroslopez)]

Closing this as stale — it's been open since Nov 2025 with no human activity. Feel free to reopen if needed.