diff --git a/skyvern/core/script_generations/generate_script.py b/skyvern/core/script_generations/generate_script.py index 66390b37..b423a414 100644 --- a/skyvern/core/script_generations/generate_script.py +++ b/skyvern/core/script_generations/generate_script.py @@ -1676,6 +1676,20 @@ def __build_base_task_statement( ), ) ) + + # Add error_code_mapping if it exists + if block.get("error_code_mapping") is not None: + args.append( + cst.Arg( + keyword=cst.Name("error_code_mapping"), + value=_value(block.get("error_code_mapping")), + whitespace_after_arg=cst.ParenthesizedWhitespace( + indent=True, + last_line=cst.SimpleWhitespace(INDENT), + ), + ) + ) + if block.get("block_type") == "task_v2": args.append( cst.Arg( diff --git a/skyvern/services/script_service.py b/skyvern/services/script_service.py index bcdefd59..93e4621e 100644 --- a/skyvern/services/script_service.py +++ b/skyvern/services/script_service.py @@ -2,6 +2,7 @@ import asyncio import base64 import hashlib import importlib.util +import json import os import uuid from dataclasses import dataclass @@ -18,8 +19,10 @@ from skyvern.constants import GET_DOWNLOADED_FILES_TIMEOUT from skyvern.core.script_generations.constants import SCRIPT_TASK_BLOCKS from skyvern.core.script_generations.generate_script import _build_block_fn, create_or_update_script_block from skyvern.core.script_generations.script_skyvern_page import script_run_context_manager +from skyvern.errors.errors import UserDefinedError from skyvern.exceptions import ScriptNotFound, ScriptTerminationException, StepTerminationError, WorkflowRunNotFound from skyvern.forge import app +from skyvern.forge.prompts import prompt_engine from skyvern.forge.sdk.artifact.models import ArtifactType from skyvern.forge.sdk.core import skyvern_context from skyvern.forge.sdk.db.enums import TaskType @@ -58,6 +61,7 @@ from skyvern.schemas.scripts import ( ScriptStatus, ) from skyvern.schemas.workflows import BlockStatus, BlockType, FileStorageType, FileType +from skyvern.webeye.scraper.scraper import ElementTreeFormat LOG = structlog.get_logger() jinja_sandbox_env = SandboxedEnvironment() @@ -666,6 +670,90 @@ async def _run_cached_function(cached_fn: Callable) -> Any: return await cached_fn(page=run_context.page, context=run_context) +async def _detect_user_defined_errors( + task: Task, + step: Step, + workflow_run_id: str, + error_code_mapping: dict[str, str], + prompt: str | None = None, +) -> list[UserDefinedError]: + """ + Detect user-defined errors using LLM when error_code_mapping is provided. + Returns a list of UserDefinedError objects if any errors are detected. + """ + try: + run_context = script_run_context_manager.ensure_run_context() + skyvern_page = run_context.page + scraped_page = await skyvern_page.scraped_page.refresh() + skyvern_page.scraped_page = scraped_page + current_url = scraped_page.url + + # Build element tree + element_tree_format = ElementTreeFormat.HTML + elements = scraped_page.build_element_tree(element_tree_format) + + screenshots = scraped_page.screenshots + + # Build the prompt using the surface-user-defined-errors template + context = skyvern_context.current() + tz_info = datetime.now().astimezone().tzinfo + if context and context.tz_info: + tz_info = context.tz_info + prompt_name = "surface-user-defined-errors" + error_detection_prompt = prompt_engine.load_prompt( + prompt_name, + error_code_mapping_str=json.dumps(error_code_mapping), + navigation_goal=prompt or task.navigation_goal or "", + navigation_payload_str=json.dumps(task.navigation_payload or {}), + elements=elements, + current_url=current_url, + action_history=[], + local_datetime=datetime.now(tz_info).isoformat(), + reasoning=None, + ) + + # Call LLM to detect errors + json_response = await app.EXTRACTION_LLM_API_HANDLER( + prompt=error_detection_prompt, + screenshots=screenshots, + step=step, + prompt_name=prompt_name, + ) + + # Parse the response and extract errors + errors_list = json_response.get("errors", []) + user_defined_errors = [] + + for error_dict in errors_list: + try: + user_defined_error = UserDefinedError.model_validate(error_dict) + user_defined_errors.append(user_defined_error) + except Exception: + LOG.warning( + "Failed to validate user-defined error", + error_dict=error_dict, + ) + + LOG.info( + "Detected user-defined errors", + task_id=task.task_id, + step_id=step.step_id, + error_count=len(user_defined_errors), + errors=[e.error_code for e in user_defined_errors], + ) + + return user_defined_errors + + except Exception as e: + LOG.exception( + "Failed to detect user-defined errors", + task_id=task.task_id, + step_id=step.step_id, + error=str(e), + ) + return [] + + async def _fallback_to_ai_run( block_type: BlockType, cache_key: str, @@ -746,13 +834,51 @@ async def _fallback_to_ai_run( workflow_permanent_id=workflow_permanent_id, workflow_run_id=workflow_run_id, ) + + # If error_code_mapping is provided, detect user-defined errors using LLM + detected_errors: list[UserDefinedError] = [] + if error_code_mapping: + LOG.info( + "Error code mapping provided, detecting user-defined errors", + workflow_run_id=workflow_run_id, + task_id=task_id, + ) + detected_errors = await _detect_user_defined_errors( + task=task, + step=previous_step, + workflow_run_id=workflow_run_id, + error_code_mapping=error_code_mapping, + prompt=prompt, + ) + + # Update task errors if any errors were detected + if detected_errors: + task_errors = task.errors or [] + task_errors.extend([error.model_dump() for error in detected_errors]) + await app.DATABASE.update_task( + task_id=task_id, + organization_id=organization_id, + errors=task_errors, + ) + LOG.info( + "Updated task with detected user-defined errors", + task_id=task_id, + error_codes=[e.error_code for e in detected_errors], + ) + + # Update workflow block with failure reason (include detected errors if any) + task_failure_reason = str(error) + if detected_errors: + error_codes = [e.error_code for e in detected_errors] + task_failure_reason = f"{task_failure_reason}. Detected errors: {', '.join(error_codes)}" + if workflow_run_block_id: await _update_workflow_block( workflow_run_block_id, BlockStatus.failed, task_id=task_id, task_status=TaskStatus.failed, - failure_reason=str(error), + failure_reason=task_failure_reason, step_id=script_step_id, step_status=StepStatus.failed, label=cache_key, @@ -1194,6 +1320,7 @@ async def run_task( cache_key: str | None = None, engine: RunEngine = RunEngine.skyvern_v1, model: dict[str, Any] | None = None, + error_code_mapping: dict[str, str] | None = None, ) -> dict[str, Any] | list | str | None: cache_key = cache_key or label cached_fn = script_run_context_manager.get_cached_fn(cache_key) @@ -1239,6 +1366,7 @@ async def run_task( totp_url=totp_url, error=e, workflow_run_block_id=workflow_run_block_id, + error_code_mapping=error_code_mapping, ) return None finally: @@ -1278,6 +1406,7 @@ async def download( label: str | None = None, cache_key: str | None = None, model: dict[str, Any] | None = None, + error_code_mapping: dict[str, str] | None = None, ) -> None: cache_key = cache_key or label cached_fn = script_run_context_manager.get_cached_fn(cache_key) @@ -1320,6 +1449,7 @@ async def download( complete_on_download=complete_on_download, error=e, workflow_run_block_id=workflow_run_block_id, + error_code_mapping=error_code_mapping, ) finally: context.prompt = None @@ -1356,6 +1486,7 @@ async def action( label: str | None = None, cache_key: str | None = None, model: dict[str, Any] | None = None, + error_code_mapping: dict[str, str] | None = None, ) -> None: context: skyvern_context.SkyvernContext | None cache_key = cache_key or label @@ -1399,6 +1530,7 @@ async def action( totp_url=totp_url, error=e, workflow_run_block_id=workflow_run_block_id, + error_code_mapping=error_code_mapping, ) finally: context.prompt = None @@ -1432,6 +1564,7 @@ async def login( label: str | None = None, cache_key: str | None = None, model: dict[str, Any] | None = None, + error_code_mapping: dict[str, str] | 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