observer summary

[wintonzheng]

Important

Add functionality to summarize observer cruises and store results in the database, including schema updates, model changes, and a new summary generation process.

• Database Schema:
  • Add summary and output columns to observer_cruises table in 2025_01_10_2246-6a947c379c02_observer_summary_and_output.py.
• Models:
  • Update ObserverCruiseModel and ObserverThoughtModel in models.py to include summary and output fields.
• Services:
  • Implement _summarize_observer_cruise() in observer_service.py to generate and store summaries for observer cruises.
  • Update run_observer_cruise_helper() in observer_service.py to call _summarize_observer_cruise() upon completion.
• Templates:
  • Add observer_summary.j2 for generating summary prompts.

^{This description was created by for 21332f8. It will automatically update as commits are pushed.}

[ellipsis-dev]

👍 Looks good to me! Incremental review on f664425 in 40 seconds

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• Looked at 222 lines of code in 5 files
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1. skyvern/forge/prompts/skyvern/observer_summary.j2:2

• Draft comment:
  Consider rephrasing for clarity: "Given the user goal, the latest screenshot of the page, and the mini tasks completed by the user, summarize the achievements and output structured data related to the user goal in JSON format."
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new template for summarizing observer cruises and updates the database models and services to handle this new functionality. The changes seem consistent with the existing code structure, but there are some areas that could be improved for clarity and consistency.

2. skyvern/forge/sdk/db/client.py:2096

• Draft comment:
  Ensure that the new parameters summary and output are correctly handled in all relevant parts of the codebase where update_observer_cruise is called.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The update_observer_cruise function now includes summary and output parameters, which are correctly handled in the session. This change is consistent with the new functionality introduced in the PR.

3. skyvern/forge/sdk/db/models.py:551

• Draft comment:
  Ensure that the new fields summary and output in ObserverCruiseModel are indexed if they are frequently queried.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The ObserverCruiseModel has been updated to include summary and output fields, which aligns with the new functionality. This change is consistent with the database schema updates.

4. skyvern/forge/sdk/schemas/observers.py:34

• Draft comment:
  Ensure that the new fields summary and output in ObserverCruise are validated if necessary, especially if they are critical to the application's logic.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The ObserverCruise schema has been updated to include summary and output fields, which aligns with the new functionality. This change is consistent with the schema updates.

5. skyvern/forge/sdk/services/observer_service.py:1153

• Draft comment:
  Ensure that observer_summary_resp is validated to handle unexpected or malformed responses from the LLM API.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The _summarize_observer_cruise function is a new addition that handles the summarization of observer cruises. It seems to be correctly integrated into the workflow, but ensure that the LLM API handler is robust against unexpected responses.

Workflow ID: wflow_2MkMHoOiE6m0suCf

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[ellipsis-dev]

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• Looked at 222 lines of code in 5 files
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1. skyvern/forge/sdk/services/observer_service.py:394

• Draft comment:
  Consider adding more specific error handling or logging to capture the exact nature of the failure when scraping the website. This will help in debugging and understanding the root cause of the issue.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new template for summarizing observer cruises and updates the database models and services to handle this new functionality. The changes seem consistent with the existing code structure, but there are some areas that could be improved for clarity and maintainability.

2. skyvern/forge/sdk/services/observer_service.py:577

• Draft comment:
  Consider adding more specific error handling or logging to capture the exact nature of the failure when scraping the website. This will help in debugging and understanding the root cause of the issue.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new template for summarizing observer cruises and updates the database models and services to handle this new functionality. The changes seem consistent with the existing code structure, but there are some areas that could be improved for clarity and maintainability.

3. skyvern/forge/sdk/services/observer_service.py:1044

• Draft comment:
  Consider adding more specific error handling or logging to capture the exact nature of the failure when scraping the website. This will help in debugging and understanding the root cause of the issue.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new template for summarizing observer cruises and updates the database models and services to handle this new functionality. The changes seem consistent with the existing code structure, but there are some areas that could be improved for clarity and maintainability.

4. skyvern/forge/sdk/services/observer_service.py:1067

• Draft comment:
  Consider adding more specific error handling or logging to capture the exact nature of the failure when scraping the website. This will help in debugging and understanding the root cause of the issue.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new template for summarizing observer cruises and updates the database models and services to handle this new functionality. The changes seem consistent with the existing code structure, but there are some areas that could be improved for clarity and maintainability.

5. skyvern/forge/sdk/services/observer_service.py:1148

• Draft comment:
  Consider adding more specific error handling or logging to capture the exact nature of the failure when scraping the website. This will help in debugging and understanding the root cause of the issue.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new template for summarizing observer cruises and updates the database models and services to handle this new functionality. The changes seem consistent with the existing code structure, but there are some areas that could be improved for clarity and maintainability.

Workflow ID: wflow_h5npOfxfn2zyyafk

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1. skyvern/forge/sdk/schemas/observers.py:35

• Draft comment:
  The 'output' field type should be consistent with the database model's JSON type. Consider using 'dict[str, Any] | None' instead of 'dict[str, Any] | list | str | None'.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR introduces a new feature for summarizing observer cruises. The changes include adding new fields to the ObserverCruise model and schema, updating the database client to handle these fields, and implementing the summarization logic in the observer service. The changes are well-structured and follow the existing code patterns. However, there is a minor issue with the use of the 'str' type for the 'output' field in the ObserverCruise schema, which should be consistent with the database model's JSON type.

Workflow ID: wflow_lxPMkqh7bc9muGvz

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1. alembic/versions/2025_01_10_2246-6a947c379c02_observer_summary_and_output.py:17

• Draft comment:
  Use Optional[str] instead of Union[str, None] for down_revision. This is more concise and idiomatic.

from typing import Sequence, Union, Optional

revision: str = "6a947c379c02"
down_revision: Optional[str] = "d5640aa644b9"
branch_labels: Optional[Union[str, Sequence[str]]] = None
depends_on: Optional[Union[str, Sequence[str]]] = None

• Reason this comment was not posted:
  Confidence changes required: 50%
  The use of Union[str, None] is unnecessary since Optional[str] is more concise and idiomatic.

Workflow ID: wflow_POlu2BEJjJlIEG4H

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1. skyvern/forge/sdk/services/observer_service.py:1171

• Draft comment:
  The change from user_prompt to prompt is correct and consistent with the rest of the codebase where observer_cruise.prompt is used.
• Reason this comment was not posted:
  Confidence changes required: 0%
  The change in the PR is a simple renaming of a variable from user_prompt to prompt. This change is consistent with the rest of the codebase where observer_cruise.prompt is used. The change is correct and aligns with the existing code structure.

Workflow ID: wflow_1wgJYDpfRPGSlIxq

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1. skyvern/forge/sdk/services/observer_service.py:211

• Draft comment:
  Capturing the exception message in failure_reason is a good practice for better debugging and understanding the cause of failures.
• Reason this comment was not posted:
  Confidence changes required: 0%
  The PR adds exception handling to capture the exception message and include it in the failure reason. This is a good practice for debugging and understanding the cause of failures.

Workflow ID: wflow_BIzfT9btCCsTg94h

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