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Move the code over from private repository (#3)
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509
skyvern/forge/sdk/workflow/service.py
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509
skyvern/forge/sdk/workflow/service.py
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import asyncio
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import json
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import time
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from datetime import datetime
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import requests
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import structlog
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from skyvern.exceptions import (
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FailedToSendWebhook,
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MissingValueForParameter,
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WorkflowNotFound,
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WorkflowOrganizationMismatch,
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WorkflowRunNotFound,
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)
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from skyvern.forge import app
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from skyvern.forge.sdk.artifact.models import ArtifactType
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from skyvern.forge.sdk.core import skyvern_context
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from skyvern.forge.sdk.core.security import generate_skyvern_signature
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from skyvern.forge.sdk.core.skyvern_context import SkyvernContext
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from skyvern.forge.sdk.schemas.tasks import Task
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from skyvern.forge.sdk.workflow.context_manager import ContextManager
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from skyvern.forge.sdk.workflow.models.parameter import AWSSecretParameter, WorkflowParameter, WorkflowParameterType
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from skyvern.forge.sdk.workflow.models.workflow import (
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Workflow,
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WorkflowDefinition,
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WorkflowRequestBody,
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WorkflowRun,
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WorkflowRunParameter,
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WorkflowRunStatus,
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WorkflowRunStatusResponse,
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)
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from skyvern.webeye.browser_factory import BrowserState
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LOG = structlog.get_logger()
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class WorkflowService:
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async def setup_workflow_run(
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self,
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request_id: str | None,
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workflow_request: WorkflowRequestBody,
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workflow_id: str,
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organization_id: str,
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max_steps_override: int | None = None,
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) -> WorkflowRun:
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"""
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Create a workflow run and its parameters. Validate the workflow and the organization. If there are missing
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parameters with no default value, mark the workflow run as failed.
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:param request_id: The request id for the workflow run.
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:param workflow_request: The request body for the workflow run, containing the parameters and the config.
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:param workflow_id: The workflow id to run.
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:param organization_id: The organization id for the workflow.
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:param max_steps_override: The max steps override for the workflow run, if any.
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:return: The created workflow run.
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"""
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LOG.info(f"Setting up workflow run for workflow {workflow_id}", workflow_id=workflow_id)
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# Validate the workflow and the organization
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workflow = await self.get_workflow(workflow_id=workflow_id)
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if workflow is None:
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LOG.error(f"Workflow {workflow_id} not found")
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raise WorkflowNotFound(workflow_id=workflow_id)
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if workflow.organization_id != organization_id:
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LOG.error(f"Workflow {workflow_id} does not belong to organization {organization_id}")
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raise WorkflowOrganizationMismatch(workflow_id=workflow_id, organization_id=organization_id)
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# Create the workflow run and set skyvern context
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workflow_run = await self.create_workflow_run(workflow_request=workflow_request, workflow_id=workflow_id)
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LOG.info(
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f"Created workflow run {workflow_run.workflow_run_id} for workflow {workflow.workflow_id}",
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request_id=request_id,
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workflow_run_id=workflow_run.workflow_run_id,
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workflow_id=workflow.workflow_id,
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proxy_location=workflow_request.proxy_location,
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)
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skyvern_context.set(
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SkyvernContext(
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organization_id=organization_id,
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request_id=request_id,
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workflow_id=workflow_id,
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workflow_run_id=workflow_run.workflow_run_id,
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max_steps_override=max_steps_override,
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)
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)
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# Set workflow run status to running, create workflow run parameters
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await self.mark_workflow_run_as_running(workflow_run_id=workflow_run.workflow_run_id)
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# Create all the workflow run parameters, AWSSecretParameter won't have workflow run parameters created.
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all_workflow_parameters = await self.get_workflow_parameters(workflow_id=workflow.workflow_id)
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workflow_run_parameters = []
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for workflow_parameter in all_workflow_parameters:
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if workflow_request.data and workflow_parameter.key in workflow_request.data:
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request_body_value = workflow_request.data[workflow_parameter.key]
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workflow_run_parameter = await self.create_workflow_run_parameter(
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workflow_run_id=workflow_run.workflow_run_id,
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workflow_parameter_id=workflow_parameter.workflow_parameter_id,
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value=request_body_value,
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)
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elif workflow_parameter.default_value is not None:
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workflow_run_parameter = await self.create_workflow_run_parameter(
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workflow_run_id=workflow_run.workflow_run_id,
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workflow_parameter_id=workflow_parameter.workflow_parameter_id,
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value=workflow_parameter.default_value,
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)
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else:
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await self.mark_workflow_run_as_failed(workflow_run_id=workflow_run.workflow_run_id)
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raise MissingValueForParameter(
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parameter_key=workflow_parameter.key,
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workflow_id=workflow.workflow_id,
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workflow_run_id=workflow_run.workflow_run_id,
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)
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workflow_run_parameters.append(workflow_run_parameter)
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LOG.info(
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f"Created workflow run parameters for workflow run {workflow_run.workflow_run_id}",
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workflow_run_id=workflow_run.workflow_run_id,
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)
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return workflow_run
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async def execute_workflow(
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self,
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workflow_run_id: str,
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api_key: str,
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) -> WorkflowRun:
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"""Execute a workflow."""
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workflow_run = await self.get_workflow_run(workflow_run_id=workflow_run_id)
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workflow = await self.get_workflow(workflow_id=workflow_run.workflow_id)
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await app.BROWSER_MANAGER.get_or_create_for_workflow_run(workflow_run=workflow_run)
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# Get all <workflow parameter, workflow run parameter> tuples
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wp_wps_tuples = await self.get_workflow_run_parameter_tuples(workflow_run_id=workflow_run.workflow_run_id)
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# todo(kerem): do this in a better way (a shared context manager? (not really shared because we use batch job))
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context_manager = ContextManager(wp_wps_tuples)
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# Execute workflow blocks
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blocks = workflow.workflow_definition.blocks
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for block_idx, block in enumerate(blocks):
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parameters = block.get_all_parameters()
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await context_manager.register_block_parameters(parameters)
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LOG.info(
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f"Executing root block {block.block_type} at index {block_idx} for workflow run {workflow_run.workflow_run_id}",
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block_type=block.block_type,
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workflow_run_id=workflow_run.workflow_run_id,
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block_idx=block_idx,
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)
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await block.execute(workflow_run_id=workflow_run.workflow_run_id, context_manager=context_manager)
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# Get last task for workflow run
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task = await self.get_last_task_for_workflow_run(workflow_run_id=workflow_run.workflow_run_id)
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if not task:
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LOG.warning(
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f"No tasks found for workflow run {workflow_run.workflow_run_id}, not sending webhook",
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workflow_run_id=workflow_run.workflow_run_id,
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)
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return workflow_run
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# Update workflow status
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if task.status == "completed":
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await self.mark_workflow_run_as_completed(workflow_run_id=workflow_run.workflow_run_id)
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elif task.status == "failed":
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await self.mark_workflow_run_as_failed(workflow_run_id=workflow_run.workflow_run_id)
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elif task.status == "terminated":
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await self.mark_workflow_run_as_terminated(workflow_run_id=workflow_run.workflow_run_id)
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else:
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LOG.warning(
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f"Task {task.task_id} has an incomplete status {task.status}, not updating workflow run status",
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workflow_id=workflow.workflow_id,
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workflow_run_id=workflow_run.workflow_run_id,
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task_id=task.task_id,
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status=task.status,
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workflow_run_status=workflow_run.status,
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)
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await self.send_workflow_response(
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workflow=workflow,
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workflow_run=workflow_run,
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api_key=api_key,
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last_task=task,
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)
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return workflow_run
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async def create_workflow(
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self,
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organization_id: str,
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title: str,
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workflow_definition: WorkflowDefinition,
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description: str | None = None,
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) -> Workflow:
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return await app.DATABASE.create_workflow(
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organization_id=organization_id,
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title=title,
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description=description,
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workflow_definition=workflow_definition.model_dump() if workflow_definition else None,
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)
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async def get_workflow(self, workflow_id: str) -> Workflow:
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workflow = await app.DATABASE.get_workflow(workflow_id=workflow_id)
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if not workflow:
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raise WorkflowNotFound(workflow_id)
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return workflow
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async def update_workflow(
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self,
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workflow_id: str,
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title: str | None = None,
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description: str | None = None,
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workflow_definition: WorkflowDefinition | None = None,
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) -> Workflow | None:
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return await app.DATABASE.update_workflow(
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workflow_id=workflow_id,
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title=title,
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description=description,
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workflow_definition=workflow_definition.model_dump() if workflow_definition else None,
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)
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async def create_workflow_run(self, workflow_request: WorkflowRequestBody, workflow_id: str) -> WorkflowRun:
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return await app.DATABASE.create_workflow_run(
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workflow_id=workflow_id,
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proxy_location=workflow_request.proxy_location,
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webhook_callback_url=workflow_request.webhook_callback_url,
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)
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async def mark_workflow_run_as_completed(self, workflow_run_id: str) -> None:
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LOG.info(
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f"Marking workflow run {workflow_run_id} as completed", workflow_run_id=workflow_run_id, status="completed"
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)
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await app.DATABASE.update_workflow_run(
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workflow_run_id=workflow_run_id,
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status=WorkflowRunStatus.completed,
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)
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async def mark_workflow_run_as_failed(self, workflow_run_id: str) -> None:
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LOG.info(f"Marking workflow run {workflow_run_id} as failed", workflow_run_id=workflow_run_id, status="failed")
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await app.DATABASE.update_workflow_run(
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workflow_run_id=workflow_run_id,
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status=WorkflowRunStatus.failed,
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)
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async def mark_workflow_run_as_running(self, workflow_run_id: str) -> None:
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LOG.info(
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f"Marking workflow run {workflow_run_id} as running", workflow_run_id=workflow_run_id, status="running"
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)
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await app.DATABASE.update_workflow_run(
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workflow_run_id=workflow_run_id,
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status=WorkflowRunStatus.running,
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)
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async def mark_workflow_run_as_terminated(self, workflow_run_id: str) -> None:
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LOG.info(
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f"Marking workflow run {workflow_run_id} as terminated",
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workflow_run_id=workflow_run_id,
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status="terminated",
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)
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await app.DATABASE.update_workflow_run(
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workflow_run_id=workflow_run_id,
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status=WorkflowRunStatus.terminated,
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)
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async def get_workflow_runs(self, workflow_id: str) -> list[WorkflowRun]:
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return await app.DATABASE.get_workflow_runs(workflow_id=workflow_id)
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async def get_workflow_run(self, workflow_run_id: str) -> WorkflowRun:
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workflow_run = await app.DATABASE.get_workflow_run(workflow_run_id=workflow_run_id)
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if not workflow_run:
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raise WorkflowRunNotFound(workflow_run_id)
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return workflow_run
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async def create_workflow_parameter(
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self,
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workflow_id: str,
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workflow_parameter_type: WorkflowParameterType,
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key: str,
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default_value: bool | int | float | str | dict | list | None = None,
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description: str | None = None,
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) -> WorkflowParameter:
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return await app.DATABASE.create_workflow_parameter(
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workflow_id=workflow_id,
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workflow_parameter_type=workflow_parameter_type,
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key=key,
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description=description,
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default_value=default_value,
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)
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async def create_aws_secret_parameter(
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self, workflow_id: str, aws_key: str, key: str, description: str | None = None
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) -> AWSSecretParameter:
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return await app.DATABASE.create_aws_secret_parameter(
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workflow_id=workflow_id, aws_key=aws_key, key=key, description=description
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)
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async def get_workflow_parameters(self, workflow_id: str) -> list[WorkflowParameter]:
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return await app.DATABASE.get_workflow_parameters(workflow_id=workflow_id)
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async def create_workflow_run_parameter(
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self,
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workflow_run_id: str,
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workflow_parameter_id: str,
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value: bool | int | float | str | dict | list,
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) -> WorkflowRunParameter:
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return await app.DATABASE.create_workflow_run_parameter(
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workflow_run_id=workflow_run_id,
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workflow_parameter_id=workflow_parameter_id,
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value=json.dumps(value) if isinstance(value, (dict, list)) else value,
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)
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async def get_workflow_run_parameter_tuples(
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self, workflow_run_id: str
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) -> list[tuple[WorkflowParameter, WorkflowRunParameter]]:
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return await app.DATABASE.get_workflow_run_parameters(workflow_run_id=workflow_run_id)
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async def get_last_task_for_workflow_run(self, workflow_run_id: str) -> Task | None:
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return await app.DATABASE.get_last_task_for_workflow_run(workflow_run_id=workflow_run_id)
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async def get_tasks_by_workflow_run_id(self, workflow_run_id: str) -> list[Task]:
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return await app.DATABASE.get_tasks_by_workflow_run_id(workflow_run_id=workflow_run_id)
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async def build_workflow_run_status_response(
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self, workflow_id: str, workflow_run_id: str, organization_id: str
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) -> WorkflowRunStatusResponse:
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workflow = await self.get_workflow(workflow_id=workflow_id)
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if workflow is None:
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LOG.error(f"Workflow {workflow_id} not found")
|
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raise WorkflowNotFound(workflow_id=workflow_id)
|
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if workflow.organization_id != organization_id:
|
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LOG.error(f"Workflow {workflow_id} does not belong to organization {organization_id}")
|
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raise WorkflowOrganizationMismatch(workflow_id=workflow_id, organization_id=organization_id)
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workflow_run = await self.get_workflow_run(workflow_run_id=workflow_run_id)
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workflow_run_tasks = await app.DATABASE.get_tasks_by_workflow_run_id(workflow_run_id=workflow_run_id)
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screenshot_urls = []
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# get the last screenshot for the last 3 tasks of the workflow run
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for task in workflow_run_tasks[::-1]:
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screenshot_artifact = await app.DATABASE.get_latest_artifact(
|
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task_id=task.task_id,
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artifact_types=[ArtifactType.SCREENSHOT_ACTION, ArtifactType.SCREENSHOT_FINAL],
|
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organization_id=organization_id,
|
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)
|
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if screenshot_artifact:
|
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screenshot_url = await app.ARTIFACT_MANAGER.get_share_link(screenshot_artifact)
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if screenshot_url:
|
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screenshot_urls.append(screenshot_url)
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if len(screenshot_urls) >= 3:
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break
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|
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recording_url = None
|
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recording_artifact = await app.DATABASE.get_artifact_for_workflow_run(
|
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workflow_run_id=workflow_run_id, artifact_type=ArtifactType.RECORDING, organization_id=organization_id
|
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)
|
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if recording_artifact:
|
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recording_url = await app.ARTIFACT_MANAGER.get_share_link(recording_artifact)
|
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|
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workflow_parameter_tuples = await app.DATABASE.get_workflow_run_parameters(workflow_run_id=workflow_run_id)
|
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parameters_with_value = {wfp.key: wfrp.value for wfp, wfrp in workflow_parameter_tuples}
|
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return WorkflowRunStatusResponse(
|
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workflow_id=workflow_id,
|
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workflow_run_id=workflow_run_id,
|
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status=workflow_run.status,
|
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proxy_location=workflow_run.proxy_location,
|
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webhook_callback_url=workflow_run.webhook_callback_url,
|
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created_at=workflow_run.created_at,
|
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modified_at=workflow_run.modified_at,
|
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parameters=parameters_with_value,
|
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screenshot_urls=screenshot_urls,
|
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recording_url=recording_url,
|
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)
|
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|
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async def send_workflow_response(
|
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self,
|
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workflow: Workflow,
|
||||
workflow_run: WorkflowRun,
|
||||
last_task: Task,
|
||||
api_key: str | None = None,
|
||||
close_browser_on_completion: bool = True,
|
||||
) -> None:
|
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browser_state = await app.BROWSER_MANAGER.cleanup_for_workflow_run(
|
||||
workflow_run.workflow_run_id, close_browser_on_completion
|
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)
|
||||
if browser_state:
|
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await self.persist_video_data(browser_state, workflow, workflow_run)
|
||||
await self.persist_har_data(browser_state, last_task, workflow, workflow_run)
|
||||
|
||||
# Wait for all tasks to complete before generating the links for the artifacts
|
||||
all_workflow_tasks = await app.DATABASE.get_tasks_by_workflow_run_id(
|
||||
workflow_run_id=workflow_run.workflow_run_id
|
||||
)
|
||||
all_workflow_task_ids = [task.task_id for task in all_workflow_tasks]
|
||||
await app.ARTIFACT_MANAGER.wait_for_upload_aiotasks_for_tasks(all_workflow_task_ids)
|
||||
|
||||
try:
|
||||
# Wait for all tasks to complete. Currently we're using asyncio.create_task() only for uploading artifacts to S3.
|
||||
# We're excluding the current task from the list of tasks to wait for to prevent a deadlock.
|
||||
st = time.time()
|
||||
async with asyncio.timeout(30):
|
||||
await asyncio.gather(
|
||||
*[aio_task for aio_task in (asyncio.all_tasks() - {asyncio.current_task()}) if not aio_task.done()]
|
||||
)
|
||||
LOG.info(
|
||||
f"Waiting for all S3 uploads to complete took {time.time() - st} seconds",
|
||||
duration=time.time() - st,
|
||||
)
|
||||
except asyncio.TimeoutError:
|
||||
LOG.warning(
|
||||
"Timed out waiting for all S3 uploads to complete, not all artifacts may be uploaded. Waited 30 seconds.",
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
)
|
||||
|
||||
if not workflow_run.webhook_callback_url:
|
||||
LOG.warning(
|
||||
"Workflow has no webhook callback url. Not sending workflow response",
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
)
|
||||
return
|
||||
|
||||
if not api_key:
|
||||
LOG.warning(
|
||||
"Request has no api key. Not sending workflow response",
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
)
|
||||
return
|
||||
|
||||
workflow_run_status_response = await self.build_workflow_run_status_response(
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
organization_id=workflow.organization_id,
|
||||
)
|
||||
# send task_response to the webhook callback url
|
||||
# TODO: use async requests (httpx)
|
||||
timestamp = str(int(datetime.utcnow().timestamp()))
|
||||
payload = workflow_run_status_response.model_dump_json()
|
||||
signature = generate_skyvern_signature(
|
||||
payload=payload,
|
||||
api_key=api_key,
|
||||
)
|
||||
headers = {
|
||||
"x-skyvern-timestamp": timestamp,
|
||||
"x-skyvern-signature": signature,
|
||||
"Content-Type": "application/json",
|
||||
}
|
||||
LOG.info(
|
||||
"Sending webhook run status to webhook callback url",
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
webhook_callback_url=workflow_run.webhook_callback_url,
|
||||
payload=payload,
|
||||
headers=headers,
|
||||
)
|
||||
try:
|
||||
resp = requests.post(workflow_run.webhook_callback_url, data=payload, headers=headers)
|
||||
if resp.ok:
|
||||
LOG.info(
|
||||
"Webhook sent successfully",
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
resp_code=resp.status_code,
|
||||
resp_text=resp.text,
|
||||
)
|
||||
else:
|
||||
LOG.info(
|
||||
"Webhook failed",
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
resp=resp,
|
||||
resp_code=resp.status_code,
|
||||
resp_text=resp.text,
|
||||
resp_json=resp.json(),
|
||||
)
|
||||
except Exception as e:
|
||||
raise FailedToSendWebhook(
|
||||
workflow_id=workflow.workflow_id, workflow_run_id=workflow_run.workflow_run_id
|
||||
) from e
|
||||
|
||||
async def persist_video_data(
|
||||
self, browser_state: BrowserState, workflow: Workflow, workflow_run: WorkflowRun
|
||||
) -> None:
|
||||
# Create recording artifact after closing the browser, so we can get an accurate recording
|
||||
video_data = await app.BROWSER_MANAGER.get_video_data(
|
||||
workflow_id=workflow.workflow_id,
|
||||
workflow_run_id=workflow_run.workflow_run_id,
|
||||
browser_state=browser_state,
|
||||
)
|
||||
if video_data:
|
||||
await app.ARTIFACT_MANAGER.update_artifact_data(
|
||||
artifact_id=browser_state.browser_artifacts.video_artifact_id,
|
||||
organization_id=workflow.organization_id,
|
||||
data=video_data,
|
||||
)
|
||||
|
||||
async def persist_har_data(
|
||||
self, browser_state: BrowserState, last_task: Task, workflow: Workflow, workflow_run: WorkflowRun
|
||||
) -> None:
|
||||
har_data = await app.BROWSER_MANAGER.get_har_data(
|
||||
workflow_id=workflow.workflow_id, workflow_run_id=workflow_run.workflow_run_id, browser_state=browser_state
|
||||
)
|
||||
if har_data:
|
||||
last_step = await app.DATABASE.get_latest_step(
|
||||
task_id=last_task.task_id, organization_id=last_task.organization_id
|
||||
)
|
||||
|
||||
if last_step:
|
||||
await app.ARTIFACT_MANAGER.create_artifact(
|
||||
step=last_step,
|
||||
artifact_type=ArtifactType.HAR,
|
||||
data=har_data,
|
||||
)
|
Loading…
Add table
Add a link
Reference in a new issue