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@jnkrmg jnkrmg commented Nov 28, 2025

When app.setup_workflow(...) is called, we will register those activities which are decorated w @automation_activity(...).

This will register them into Atlas for discoverability in the automation engine

Changelog

  • Updated setup_workflow method to register activities present in the in-mem registry (ACTIVITY_REGISTRY)
  • Added a new decorator: @automation_activity. This will determine name, input-schema and output-schema of activities and store them in ACTIVITY_REGISTRY

Additional context (e.g. screenshots, logs, links)

Checklist

  • Tested by adding decorator to third-party app and seeing it appear in in the registry

Callouts

  • The automation-engine must be running for the registration to occur (however, I have made it a non-blocking call, that is, if the engine is not running, the app won't be blocked from starting)
  • Pending: invoking the automation engine via Heracles if env is prod
  • Pending: when activities are deleted, we need to deprecate them from the registry as well
  • Question: How are third-party devs supposed to use this system? Should we offer a completely decoupled experience for them? That is, maintain tools, workflow definitions, workflows and workflow runs Dapr's Localstorage?

Note

Adds a decorator to capture activity schemas and registers them to the automation engine via a non-blocking HTTP call during workflow setup, with new env/config for the engine URL.

  • Automation activities (new):
    • Introduces application_sdk/decorators/automation_activity.py with @automation_activity(...) to collect activity name, description, input_schema, output_schema (via reflection/Pydantic), stored in ACTIVITY_SPECS.
    • Adds flush_activity_registrations(...) to POST collected tools to POST /api/tools after a health check on /api/health.
  • Workflow setup integration:
    • In application_sdk/application/__init__.py, schedules a delayed, non-blocking registration task during setup_workflow(...) using flush_activity_registrations with ACTIVITY_SPECS.
  • Configuration:
    • Adds AUTOMATION_ENGINE_API_HOST, AUTOMATION_ENGINE_API_PORT, and derived AUTOMATION_ENGINE_API_URL in application_sdk/constants.py.
    • Updates .env.example with the new automation engine host/port variables.

Written by Cursor Bugbot for commit cea3f91. This will update automatically on new commits. Configure here.

@jnkrmg jnkrmg changed the title Add decorator: automation_activity AUT-56 | Add decorator: automation_activity Nov 28, 2025
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📜 Docstring Coverage Report

RESULT: PASSED (minimum: 30.0%, actual: 75.7%)

Detailed Coverage Report
======= Coverage for /home/runner/work/application-sdk/application-sdk/ ========
----------------------------------- Summary ------------------------------------
| Name                                                                              | Total | Miss | Cover | Cover% |
|-----------------------------------------------------------------------------------|-------|------|-------|--------|
| application_sdk/__init__.py                                                       |     1 |    0 |     1 |   100% |
| application_sdk/constants.py                                                      |     1 |    0 |     1 |   100% |
| application_sdk/version.py                                                        |     1 |    0 |     1 |   100% |
| application_sdk/worker.py                                                         |     4 |    0 |     4 |   100% |
| application_sdk/activities/__init__.py                                            |    10 |    0 |    10 |   100% |
| application_sdk/activities/lock_management.py                                     |     3 |    0 |     3 |   100% |
| application_sdk/activities/common/__init__.py                                     |     1 |    1 |     0 |     0% |
| application_sdk/activities/common/models.py                                       |     3 |    1 |     2 |    67% |
| application_sdk/activities/common/utils.py                                        |     9 |    1 |     8 |    89% |
| application_sdk/activities/metadata_extraction/__init__.py                        |     1 |    1 |     0 |     0% |
| application_sdk/activities/metadata_extraction/base.py                            |     5 |    1 |     4 |    80% |
| application_sdk/activities/metadata_extraction/rest.py                            |     1 |    1 |     0 |     0% |
| application_sdk/activities/metadata_extraction/sql.py                             |    25 |    5 |    20 |    80% |
| application_sdk/activities/query_extraction/__init__.py                           |     1 |    1 |     0 |     0% |
| application_sdk/activities/query_extraction/sql.py                                |    13 |    1 |    12 |    92% |
| application_sdk/application/__init__.py                                           |    11 |    3 |     8 |    73% |
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| application_sdk/clients/base.py                                                   |     6 |    1 |     5 |    83% |
| application_sdk/clients/models.py                                                 |     3 |    0 |     3 |   100% |
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| application_sdk/clients/temporal.py                                               |    14 |    1 |    13 |    93% |
| application_sdk/clients/utils.py                                                  |     2 |    1 |     1 |    50% |
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| application_sdk/server/fastapi/routers/__init__.py                                |     1 |    1 |     0 |     0% |
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| application_sdk/services/eventstore.py                                            |     4 |    0 |     4 |   100% |
| application_sdk/services/objectstore.py                                           |    15 |    0 |    15 |   100% |
| application_sdk/services/secretstore.py                                           |    14 |    0 |    14 |   100% |
| application_sdk/services/statestore.py                                            |     8 |    1 |     7 |    88% |
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| application_sdk/test_utils/workflow_monitoring.py                                 |     3 |    0 |     3 |   100% |
| application_sdk/test_utils/e2e/__init__.py                                        |    14 |    2 |    12 |    86% |
| application_sdk/test_utils/e2e/base.py                                            |    16 |    2 |    14 |    88% |
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| tests/unit/transformers/query/test_sql_transformer.py                             |    14 |    4 |    10 |    71% |
| tests/unit/transformers/query/test_sql_transformer_output_validation.py           |     5 |    2 |     3 |    60% |
| tests/unit/workflows/metadata_extraction/test_sql_workflow.py                     |     9 |    4 |     5 |    56% |
| tests/unit/workflows/query_extraction/__init__.py                                 |     1 |    1 |     0 |     0% |
| tests/unit/workflows/query_extraction/test_sql.py                                 |     8 |    3 |     5 |    62% |
|-----------------------------------------------------------------------------------|-------|------|-------|--------|
| TOTAL                                                                             |  2163 |  597 |  1566 |  72.4% |
---------------- RESULT: PASSED (minimum: 30.0%, actual: 72.4%) ----------------

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📦 Trivy Vulnerability Scan Results

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2 2025-12-01T17:49:40.873062781Z . filesystem

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Target Type Vulnerabilities . filesystem ✅ None found

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✅ No vulnerabilities found during the scan for ..

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📦 Trivy Secret Scan Results

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🛠 Docs available at: https://k.atlan.dev/application-sdk/activity_registration

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atlan-ci commented Nov 28, 2025

☂️ Python Coverage

current status: ✅

Overall Coverage

Lines Covered Coverage Threshold Status
6664 4682 70% 0% 🟢

New Files

No new covered files...

Modified Files

No covered modified files...

updated for commit: cea3f91 by action🐍

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🛠 Full Test Coverage Report: https://k.atlan.dev/coverage/application-sdk/pr/829

if non_none_types:
schema = _type_to_json_schema(non_none_types[0])
schema["nullable"] = True
return schema
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Bug: Non-Optional Union types return empty schema

When processing Union types that don't include None (like Union[str, int]), the code checks if type(None) in args at line 33, which evaluates to False, causing the function to fall through without returning a schema. This results in an empty schema {} being returned instead of a proper union schema. Non-Optional union types are valid Python type hints but are completely ignored by this implementation.

Fix in Cursor Fix in Web

@jnkrmg jnkrmg force-pushed the activity_registration branch from 48e4356 to 67ba0b1 Compare November 28, 2025 11:26
@jnkrmg jnkrmg force-pushed the activity_registration branch from dd54a2e to 4aade55 Compare November 29, 2025 03:02

from application_sdk.decorators.automation_activity import ACTIVITY_SPECS

__all__: list[str] = ["ACTIVITY_SPECS"]
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Bug: Decorator not exported for user imports

The __all__ list only exports ACTIVITY_SPECS but not the automation_activity decorator function itself. Users cannot import the decorator to actually use it, defeating the entire purpose of the module. The decorator function must be included in the exports.

Fix in Cursor Fix in Web

@jnkrmg jnkrmg force-pushed the activity_registration branch from 4aade55 to 7c517b0 Compare November 29, 2025 06:27
return

logger.info(
f"Registering {len(ACTIVITY_SPECS)} activities with automation engine"
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Bug: Wrong variable used in log message

The log message incorrectly references the global ACTIVITY_SPECS instead of the activity_specs parameter passed to the function. This causes the logged count to reflect all globally registered activities rather than the specific activities being registered in this call, potentially misleading during debugging.

Fix in Cursor Fix in Web

@jnkrmg jnkrmg force-pushed the activity_registration branch from 7c517b0 to aa041c6 Compare December 1, 2025 02:36
activity_specs=ACTIVITY_SPECS,
)

asyncio.create_task(_register_activities_with_delay())
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Bug: Background task lacks exception handler

The background task created with asyncio.create_task has no exception handler. If flush_activity_registrations raises an exception (which it does at lines 205-207 in automation_activity.py), it becomes an unhandled exception that will only surface when the event loop terminates. This contradicts the "non-blocking" intent stated in the comment and PR description. The task should wrap the call in try-except to log failures without crashing.

Fix in Cursor Fix in Web

@jnkrmg jnkrmg force-pushed the activity_registration branch from aa041c6 to 69b0622 Compare December 1, 2025 02:42
When setup_workflow is called, we will register those activities which are
decorated w @automation_activity().

This will register them into Atlas for discoverability in the automation engine
@jnkrmg jnkrmg force-pushed the activity_registration branch from 69b0622 to f349543 Compare December 1, 2025 02:46
async def _register_activities_with_delay():
"""Register activities after a 5 second delay to allow automation
engine server to start."""
await asyncio.sleep(1)
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Bug: Comment states 5 seconds but code sleeps 1

The comment on line 158 states "The 5 second delay allows the automation engine's server to come up" and the docstring on line 160 says "after a 5 second delay", but the actual sleep on line 162 is only 1 second. This mismatch suggests either incomplete testing or a last-minute change that wasn't reflected in documentation.

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activity_specs=ACTIVITY_SPECS,
)

asyncio.create_task(_register_activities_with_delay())
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Bug: Fire-and-forget task risks early garbage collection

Creating a task without storing a reference to it risks the task being garbage collected before completion in some Python implementations. While CPython typically keeps running tasks alive, storing the task reference ensures the registration completes reliably across all implementations, similar to how _token_refresh_task is stored in the temporal client.

Fix in Cursor Fix in Web

@jnkrmg jnkrmg force-pushed the activity_registration branch from e9ea5a9 to 4e6fed6 Compare December 1, 2025 11:53
activity_specs=ACTIVITY_SPECS,
)

asyncio.create_task(_register_activities_with_delay())
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Bug: Background task exceptions silently ignored

The background task created with asyncio.create_task has no exception handler or reference saved, so exceptions raised by flush_activity_registrations will be silently lost. While the function catches and re-raises exceptions on line 207-209, these will become unhandled exceptions that only appear in asyncio warnings, making debugging difficult.

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# Global registry to collect decorated activities
ACTIVITY_SPECS: List[dict[str, Any]] = []
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Bug: Activity registry shared across multiple apps

The global ACTIVITY_SPECS list is shared across all application instances in the same Python process. When multiple apps register activities, they'll all be added to the same registry, causing each app to register not only its own activities but also activities from other apps, leading to incorrect registrations.

Fix in Cursor Fix in Web

@jnkrmg jnkrmg force-pushed the activity_registration branch 3 times, most recently from c563b2c to 5ccad14 Compare December 1, 2025 17:35
@jnkrmg jnkrmg force-pushed the activity_registration branch from 5ccad14 to cea3f91 Compare December 1, 2025 17:48
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3 participants