mirror of
https://github.com/langgenius/dify.git
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935e72d449
Signed-off-by: -LAN- <laipz8200@outlook.com> Co-authored-by: Joel <iamjoel007@gmail.com> Co-authored-by: -LAN- <laipz8200@outlook.com>
755 lines
26 KiB
Python
755 lines
26 KiB
Python
import json
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from collections.abc import Mapping, Sequence
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from enum import Enum
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from typing import Any, Optional, Union
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from sqlalchemy import func
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from sqlalchemy.orm import Mapped
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import contexts
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from constants import HIDDEN_VALUE
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from core.app.segments import SecretVariable, Variable, factory
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from core.helper import encrypter
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from extensions.ext_database import db
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from libs import helper
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from .account import Account
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from .types import StringUUID
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class CreatedByRole(Enum):
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"""
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Created By Role Enum
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"""
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ACCOUNT = 'account'
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END_USER = 'end_user'
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@classmethod
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def value_of(cls, value: str) -> 'CreatedByRole':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid created by role value {value}')
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class WorkflowType(Enum):
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"""
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Workflow Type Enum
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"""
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WORKFLOW = 'workflow'
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CHAT = 'chat'
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@classmethod
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def value_of(cls, value: str) -> 'WorkflowType':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid workflow type value {value}')
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@classmethod
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def from_app_mode(cls, app_mode: Union[str, 'AppMode']) -> 'WorkflowType':
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"""
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Get workflow type from app mode.
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:param app_mode: app mode
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:return: workflow type
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"""
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from models.model import AppMode
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app_mode = app_mode if isinstance(app_mode, AppMode) else AppMode.value_of(app_mode)
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return cls.WORKFLOW if app_mode == AppMode.WORKFLOW else cls.CHAT
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class Workflow(db.Model):
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"""
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Workflow, for `Workflow App` and `Chat App workflow mode`.
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Attributes:
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- id (uuid) Workflow ID, pk
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- tenant_id (uuid) Workspace ID
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- app_id (uuid) App ID
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- type (string) Workflow type
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`workflow` for `Workflow App`
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`chat` for `Chat App workflow mode`
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- version (string) Version
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`draft` for draft version (only one for each app), other for version number (redundant)
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- graph (text) Workflow canvas configuration (JSON)
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The entire canvas configuration JSON, including Node, Edge, and other configurations
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- nodes (array[object]) Node list, see Node Schema
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- edges (array[object]) Edge list, see Edge Schema
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- created_by (uuid) Creator ID
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- created_at (timestamp) Creation time
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- updated_by (uuid) `optional` Last updater ID
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- updated_at (timestamp) `optional` Last update time
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"""
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__tablename__ = 'workflows'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='workflow_pkey'),
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db.Index('workflow_version_idx', 'tenant_id', 'app_id', 'version'),
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)
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id = db.Column(StringUUID, server_default=db.text('uuid_generate_v4()'))
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tenant_id = db.Column(StringUUID, nullable=False)
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app_id = db.Column(StringUUID, nullable=False)
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type = db.Column(db.String(255), nullable=False)
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version = db.Column(db.String(255), nullable=False)
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graph = db.Column(db.Text)
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features = db.Column(db.Text)
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created_by = db.Column(StringUUID, nullable=False)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_by = db.Column(StringUUID)
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updated_at = db.Column(db.DateTime)
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_environment_variables = db.Column('environment_variables', db.Text, nullable=False, server_default='{}')
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_conversation_variables = db.Column('conversation_variables', db.Text, nullable=False, server_default='{}')
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@property
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def created_by_account(self):
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return db.session.get(Account, self.created_by)
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@property
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def updated_by_account(self):
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return db.session.get(Account, self.updated_by) if self.updated_by else None
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@property
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def graph_dict(self) -> Mapping[str, Any]:
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return json.loads(self.graph) if self.graph else {}
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@property
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def features_dict(self) -> Mapping[str, Any]:
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return json.loads(self.features) if self.features else {}
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def user_input_form(self, to_old_structure: bool = False) -> list:
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# get start node from graph
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if not self.graph:
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return []
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graph_dict = self.graph_dict
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if 'nodes' not in graph_dict:
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return []
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start_node = next((node for node in graph_dict['nodes'] if node['data']['type'] == 'start'), None)
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if not start_node:
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return []
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# get user_input_form from start node
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variables = start_node.get('data', {}).get('variables', [])
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if to_old_structure:
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old_structure_variables = []
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for variable in variables:
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old_structure_variables.append({
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variable['type']: variable
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})
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return old_structure_variables
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return variables
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@property
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def unique_hash(self) -> str:
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"""
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Get hash of workflow.
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:return: hash
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"""
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entity = {
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'graph': self.graph_dict,
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'features': self.features_dict
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}
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return helper.generate_text_hash(json.dumps(entity, sort_keys=True))
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@property
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def tool_published(self) -> bool:
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from models.tools import WorkflowToolProvider
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return db.session.query(WorkflowToolProvider).filter(
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WorkflowToolProvider.app_id == self.app_id
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).first() is not None
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@property
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def environment_variables(self) -> Sequence[Variable]:
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# TODO: find some way to init `self._environment_variables` when instance created.
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if self._environment_variables is None:
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self._environment_variables = '{}'
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tenant_id = contexts.tenant_id.get()
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environment_variables_dict: dict[str, Any] = json.loads(self._environment_variables)
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results = [factory.build_variable_from_mapping(v) for v in environment_variables_dict.values()]
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# decrypt secret variables value
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decrypt_func = (
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lambda var: var.model_copy(
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update={'value': encrypter.decrypt_token(tenant_id=tenant_id, token=var.value)}
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)
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if isinstance(var, SecretVariable)
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else var
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)
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results = list(map(decrypt_func, results))
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return results
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@environment_variables.setter
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def environment_variables(self, value: Sequence[Variable]):
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tenant_id = contexts.tenant_id.get()
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value = list(value)
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if any(var for var in value if not var.id):
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raise ValueError('environment variable require a unique id')
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# Compare inputs and origin variables, if the value is HIDDEN_VALUE, use the origin variable value (only update `name`).
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origin_variables_dictionary = {var.id: var for var in self.environment_variables}
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for i, variable in enumerate(value):
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if variable.id in origin_variables_dictionary and variable.value == HIDDEN_VALUE:
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value[i] = origin_variables_dictionary[variable.id].model_copy(update={'name': variable.name})
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# encrypt secret variables value
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encrypt_func = (
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lambda var: var.model_copy(
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update={'value': encrypter.encrypt_token(tenant_id=tenant_id, token=var.value)}
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)
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if isinstance(var, SecretVariable)
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else var
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)
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encrypted_vars = list(map(encrypt_func, value))
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environment_variables_json = json.dumps(
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{var.name: var.model_dump() for var in encrypted_vars},
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ensure_ascii=False,
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)
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self._environment_variables = environment_variables_json
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def to_dict(self, *, include_secret: bool = False) -> Mapping[str, Any]:
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environment_variables = list(self.environment_variables)
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environment_variables = [
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v if not isinstance(v, SecretVariable) or include_secret else v.model_copy(update={'value': ''})
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for v in environment_variables
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]
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result = {
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'graph': self.graph_dict,
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'features': self.features_dict,
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'environment_variables': [var.model_dump(mode='json') for var in environment_variables],
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'conversation_variables': [var.model_dump(mode='json') for var in self.conversation_variables],
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}
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return result
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@property
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def conversation_variables(self) -> Sequence[Variable]:
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# TODO: find some way to init `self._conversation_variables` when instance created.
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if self._conversation_variables is None:
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self._conversation_variables = '{}'
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variables_dict: dict[str, Any] = json.loads(self._conversation_variables)
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results = [factory.build_variable_from_mapping(v) for v in variables_dict.values()]
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return results
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@conversation_variables.setter
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def conversation_variables(self, value: Sequence[Variable]) -> None:
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self._conversation_variables = json.dumps(
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{var.name: var.model_dump() for var in value},
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ensure_ascii=False,
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)
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class WorkflowRunTriggeredFrom(Enum):
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"""
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Workflow Run Triggered From Enum
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"""
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DEBUGGING = 'debugging'
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APP_RUN = 'app-run'
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@classmethod
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def value_of(cls, value: str) -> 'WorkflowRunTriggeredFrom':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid workflow run triggered from value {value}')
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class WorkflowRunStatus(Enum):
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"""
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Workflow Run Status Enum
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"""
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RUNNING = 'running'
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SUCCEEDED = 'succeeded'
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FAILED = 'failed'
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STOPPED = 'stopped'
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@classmethod
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def value_of(cls, value: str) -> 'WorkflowRunStatus':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid workflow run status value {value}')
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class WorkflowRun(db.Model):
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"""
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Workflow Run
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Attributes:
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- id (uuid) Run ID
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- tenant_id (uuid) Workspace ID
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- app_id (uuid) App ID
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- sequence_number (int) Auto-increment sequence number, incremented within the App, starting from 1
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- workflow_id (uuid) Workflow ID
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- type (string) Workflow type
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- triggered_from (string) Trigger source
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`debugging` for canvas debugging
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`app-run` for (published) app execution
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- version (string) Version
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- graph (text) Workflow canvas configuration (JSON)
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- inputs (text) Input parameters
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- status (string) Execution status, `running` / `succeeded` / `failed` / `stopped`
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- outputs (text) `optional` Output content
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- error (string) `optional` Error reason
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- elapsed_time (float) `optional` Time consumption (s)
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- total_tokens (int) `optional` Total tokens used
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- total_steps (int) Total steps (redundant), default 0
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- created_by_role (string) Creator role
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- `account` Console account
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- `end_user` End user
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- created_by (uuid) Runner ID
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- created_at (timestamp) Run time
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- finished_at (timestamp) End time
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"""
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__tablename__ = 'workflow_runs'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='workflow_run_pkey'),
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db.Index('workflow_run_triggerd_from_idx', 'tenant_id', 'app_id', 'triggered_from'),
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db.Index('workflow_run_tenant_app_sequence_idx', 'tenant_id', 'app_id', 'sequence_number'),
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)
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id = db.Column(StringUUID, server_default=db.text('uuid_generate_v4()'))
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tenant_id = db.Column(StringUUID, nullable=False)
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app_id = db.Column(StringUUID, nullable=False)
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sequence_number = db.Column(db.Integer, nullable=False)
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workflow_id = db.Column(StringUUID, nullable=False)
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type = db.Column(db.String(255), nullable=False)
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triggered_from = db.Column(db.String(255), nullable=False)
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version = db.Column(db.String(255), nullable=False)
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graph = db.Column(db.Text)
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inputs = db.Column(db.Text)
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status = db.Column(db.String(255), nullable=False)
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outputs = db.Column(db.Text)
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error = db.Column(db.Text)
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elapsed_time = db.Column(db.Float, nullable=False, server_default=db.text('0'))
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total_tokens = db.Column(db.Integer, nullable=False, server_default=db.text('0'))
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total_steps = db.Column(db.Integer, server_default=db.text('0'))
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created_by_role = db.Column(db.String(255), nullable=False)
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created_by = db.Column(StringUUID, nullable=False)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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finished_at = db.Column(db.DateTime)
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@property
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def created_by_account(self):
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created_by_role = CreatedByRole.value_of(self.created_by_role)
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return db.session.get(Account, self.created_by) \
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if created_by_role == CreatedByRole.ACCOUNT else None
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@property
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def created_by_end_user(self):
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from models.model import EndUser
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created_by_role = CreatedByRole.value_of(self.created_by_role)
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return db.session.get(EndUser, self.created_by) \
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if created_by_role == CreatedByRole.END_USER else None
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@property
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def graph_dict(self):
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return json.loads(self.graph) if self.graph else None
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@property
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def inputs_dict(self):
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return json.loads(self.inputs) if self.inputs else None
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@property
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def outputs_dict(self):
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return json.loads(self.outputs) if self.outputs else None
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@property
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def message(self) -> Optional['Message']:
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from models.model import Message
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return db.session.query(Message).filter(
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Message.app_id == self.app_id,
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Message.workflow_run_id == self.id
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).first()
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@property
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def workflow(self):
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return db.session.query(Workflow).filter(Workflow.id == self.workflow_id).first()
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def to_dict(self):
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return {
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'id': self.id,
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'tenant_id': self.tenant_id,
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'app_id': self.app_id,
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'sequence_number': self.sequence_number,
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'workflow_id': self.workflow_id,
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'type': self.type,
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'triggered_from': self.triggered_from,
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'version': self.version,
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'graph': self.graph_dict,
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'inputs': self.inputs_dict,
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'status': self.status,
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'outputs': self.outputs_dict,
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'error': self.error,
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'elapsed_time': self.elapsed_time,
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'total_tokens': self.total_tokens,
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'total_steps': self.total_steps,
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'created_by_role': self.created_by_role,
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'created_by': self.created_by,
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'created_at': self.created_at,
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'finished_at': self.finished_at,
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}
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@classmethod
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def from_dict(cls, data: dict) -> 'WorkflowRun':
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return cls(
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id=data.get('id'),
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tenant_id=data.get('tenant_id'),
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app_id=data.get('app_id'),
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sequence_number=data.get('sequence_number'),
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workflow_id=data.get('workflow_id'),
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type=data.get('type'),
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triggered_from=data.get('triggered_from'),
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version=data.get('version'),
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graph=json.dumps(data.get('graph')),
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inputs=json.dumps(data.get('inputs')),
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status=data.get('status'),
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outputs=json.dumps(data.get('outputs')),
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error=data.get('error'),
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elapsed_time=data.get('elapsed_time'),
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total_tokens=data.get('total_tokens'),
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total_steps=data.get('total_steps'),
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created_by_role=data.get('created_by_role'),
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created_by=data.get('created_by'),
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created_at=data.get('created_at'),
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finished_at=data.get('finished_at'),
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)
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class WorkflowNodeExecutionTriggeredFrom(Enum):
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"""
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Workflow Node Execution Triggered From Enum
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"""
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SINGLE_STEP = 'single-step'
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WORKFLOW_RUN = 'workflow-run'
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@classmethod
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def value_of(cls, value: str) -> 'WorkflowNodeExecutionTriggeredFrom':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid workflow node execution triggered from value {value}')
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class WorkflowNodeExecutionStatus(Enum):
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"""
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Workflow Node Execution Status Enum
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"""
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RUNNING = 'running'
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SUCCEEDED = 'succeeded'
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FAILED = 'failed'
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@classmethod
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def value_of(cls, value: str) -> 'WorkflowNodeExecutionStatus':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid workflow node execution status value {value}')
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class WorkflowNodeExecution(db.Model):
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"""
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Workflow Node Execution
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- id (uuid) Execution ID
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- tenant_id (uuid) Workspace ID
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- app_id (uuid) App ID
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- workflow_id (uuid) Workflow ID
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- triggered_from (string) Trigger source
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`single-step` for single-step debugging
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`workflow-run` for workflow execution (debugging / user execution)
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- workflow_run_id (uuid) `optional` Workflow run ID
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Null for single-step debugging.
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- index (int) Execution sequence number, used for displaying Tracing Node order
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- predecessor_node_id (string) `optional` Predecessor node ID, used for displaying execution path
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- node_id (string) Node ID
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- node_type (string) Node type, such as `start`
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- title (string) Node title
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- inputs (json) All predecessor node variable content used in the node
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- process_data (json) Node process data
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- outputs (json) `optional` Node output variables
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- status (string) Execution status, `running` / `succeeded` / `failed`
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- error (string) `optional` Error reason
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- elapsed_time (float) `optional` Time consumption (s)
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- execution_metadata (text) Metadata
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- total_tokens (int) `optional` Total tokens used
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- total_price (decimal) `optional` Total cost
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- currency (string) `optional` Currency, such as USD / RMB
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- created_at (timestamp) Run time
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- created_by_role (string) Creator role
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- `account` Console account
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- `end_user` End user
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- created_by (uuid) Runner ID
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- finished_at (timestamp) End time
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"""
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__tablename__ = 'workflow_node_executions'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='workflow_node_execution_pkey'),
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db.Index('workflow_node_execution_workflow_run_idx', 'tenant_id', 'app_id', 'workflow_id',
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'triggered_from', 'workflow_run_id'),
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db.Index('workflow_node_execution_node_run_idx', 'tenant_id', 'app_id', 'workflow_id',
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'triggered_from', 'node_id'),
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)
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id = db.Column(StringUUID, server_default=db.text('uuid_generate_v4()'))
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tenant_id = db.Column(StringUUID, nullable=False)
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app_id = db.Column(StringUUID, nullable=False)
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workflow_id = db.Column(StringUUID, nullable=False)
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triggered_from = db.Column(db.String(255), nullable=False)
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workflow_run_id = db.Column(StringUUID)
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index = db.Column(db.Integer, nullable=False)
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predecessor_node_id = db.Column(db.String(255))
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node_id = db.Column(db.String(255), nullable=False)
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node_type = db.Column(db.String(255), nullable=False)
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title = db.Column(db.String(255), nullable=False)
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inputs = db.Column(db.Text)
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process_data = db.Column(db.Text)
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outputs = db.Column(db.Text)
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status = db.Column(db.String(255), nullable=False)
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error = db.Column(db.Text)
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elapsed_time = db.Column(db.Float, nullable=False, server_default=db.text('0'))
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execution_metadata = db.Column(db.Text)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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created_by_role = db.Column(db.String(255), nullable=False)
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created_by = db.Column(StringUUID, nullable=False)
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finished_at = db.Column(db.DateTime)
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@property
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def created_by_account(self):
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created_by_role = CreatedByRole.value_of(self.created_by_role)
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return db.session.get(Account, self.created_by) \
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if created_by_role == CreatedByRole.ACCOUNT else None
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@property
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def created_by_end_user(self):
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from models.model import EndUser
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created_by_role = CreatedByRole.value_of(self.created_by_role)
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return db.session.get(EndUser, self.created_by) \
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if created_by_role == CreatedByRole.END_USER else None
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@property
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def inputs_dict(self):
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return json.loads(self.inputs) if self.inputs else None
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@property
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def outputs_dict(self):
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return json.loads(self.outputs) if self.outputs else None
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@property
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def process_data_dict(self):
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return json.loads(self.process_data) if self.process_data else None
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@property
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def execution_metadata_dict(self):
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return json.loads(self.execution_metadata) if self.execution_metadata else None
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@property
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def extras(self):
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from core.tools.tool_manager import ToolManager
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extras = {}
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if self.execution_metadata_dict:
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from core.workflow.entities.node_entities import NodeType
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if self.node_type == NodeType.TOOL.value and 'tool_info' in self.execution_metadata_dict:
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tool_info = self.execution_metadata_dict['tool_info']
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extras['icon'] = ToolManager.get_tool_icon(
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tenant_id=self.tenant_id,
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provider_type=tool_info['provider_type'],
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provider_id=tool_info['provider_id']
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)
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return extras
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class WorkflowAppLogCreatedFrom(Enum):
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"""
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Workflow App Log Created From Enum
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"""
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SERVICE_API = 'service-api'
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WEB_APP = 'web-app'
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INSTALLED_APP = 'installed-app'
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@classmethod
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def value_of(cls, value: str) -> 'WorkflowAppLogCreatedFrom':
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"""
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Get value of given mode.
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:param value: mode value
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:return: mode
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"""
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for mode in cls:
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if mode.value == value:
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return mode
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raise ValueError(f'invalid workflow app log created from value {value}')
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class WorkflowAppLog(db.Model):
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"""
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Workflow App execution log, excluding workflow debugging records.
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Attributes:
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- id (uuid) run ID
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- tenant_id (uuid) Workspace ID
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- app_id (uuid) App ID
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- workflow_id (uuid) Associated Workflow ID
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- workflow_run_id (uuid) Associated Workflow Run ID
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- created_from (string) Creation source
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`service-api` App Execution OpenAPI
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`web-app` WebApp
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`installed-app` Installed App
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- created_by_role (string) Creator role
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- `account` Console account
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- `end_user` End user
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- created_by (uuid) Creator ID, depends on the user table according to created_by_role
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- created_at (timestamp) Creation time
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"""
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__tablename__ = 'workflow_app_logs'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='workflow_app_log_pkey'),
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db.Index('workflow_app_log_app_idx', 'tenant_id', 'app_id'),
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)
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id = db.Column(StringUUID, server_default=db.text('uuid_generate_v4()'))
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tenant_id = db.Column(StringUUID, nullable=False)
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app_id = db.Column(StringUUID, nullable=False)
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workflow_id = db.Column(StringUUID, nullable=False)
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workflow_run_id = db.Column(StringUUID, nullable=False)
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created_from = db.Column(db.String(255), nullable=False)
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created_by_role = db.Column(db.String(255), nullable=False)
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created_by = db.Column(StringUUID, nullable=False)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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@property
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def workflow_run(self):
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return db.session.get(WorkflowRun, self.workflow_run_id)
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@property
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def created_by_account(self):
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created_by_role = CreatedByRole.value_of(self.created_by_role)
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return db.session.get(Account, self.created_by) \
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if created_by_role == CreatedByRole.ACCOUNT else None
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@property
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def created_by_end_user(self):
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from models.model import EndUser
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created_by_role = CreatedByRole.value_of(self.created_by_role)
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return db.session.get(EndUser, self.created_by) \
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if created_by_role == CreatedByRole.END_USER else None
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class ConversationVariable(db.Model):
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__tablename__ = 'workflow__conversation_variables'
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id: Mapped[str] = db.Column(StringUUID, primary_key=True)
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conversation_id: Mapped[str] = db.Column(StringUUID, nullable=False, primary_key=True)
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app_id: Mapped[str] = db.Column(StringUUID, nullable=False, index=True)
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data = db.Column(db.Text, nullable=False)
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created_at = db.Column(db.DateTime, nullable=False, index=True, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp())
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def __init__(self, *, id: str, app_id: str, conversation_id: str, data: str) -> None:
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self.id = id
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self.app_id = app_id
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self.conversation_id = conversation_id
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self.data = data
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@classmethod
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def from_variable(cls, *, app_id: str, conversation_id: str, variable: Variable) -> 'ConversationVariable':
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obj = cls(
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id=variable.id,
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app_id=app_id,
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conversation_id=conversation_id,
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data=variable.model_dump_json(),
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)
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return obj
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def to_variable(self) -> Variable:
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mapping = json.loads(self.data)
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return factory.build_variable_from_mapping(mapping)
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