mirror of
https://gitee.com/dify_ai/dify.git
synced 2024-12-05 12:48:32 +08:00
c69f5b07ba
Co-authored-by: -LAN- <laipz8200@outlook.com>
804 lines
27 KiB
Python
804 lines
27 KiB
Python
import json
|
|
from collections.abc import Mapping, Sequence
|
|
from datetime import datetime
|
|
from enum import Enum
|
|
from typing import Any, Optional, Union
|
|
|
|
from sqlalchemy import func
|
|
from sqlalchemy.orm import Mapped
|
|
|
|
import contexts
|
|
from constants import HIDDEN_VALUE
|
|
from core.app.segments import SecretVariable, Variable, factory
|
|
from core.helper import encrypter
|
|
from extensions.ext_database import db
|
|
from libs import helper
|
|
|
|
from .account import Account
|
|
from .types import StringUUID
|
|
|
|
|
|
class CreatedByRole(Enum):
|
|
"""
|
|
Created By Role Enum
|
|
"""
|
|
|
|
ACCOUNT = "account"
|
|
END_USER = "end_user"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "CreatedByRole":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid created by role value {value}")
|
|
|
|
|
|
class WorkflowType(Enum):
|
|
"""
|
|
Workflow Type Enum
|
|
"""
|
|
|
|
WORKFLOW = "workflow"
|
|
CHAT = "chat"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "WorkflowType":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid workflow type value {value}")
|
|
|
|
@classmethod
|
|
def from_app_mode(cls, app_mode: Union[str, "AppMode"]) -> "WorkflowType":
|
|
"""
|
|
Get workflow type from app mode.
|
|
|
|
:param app_mode: app mode
|
|
:return: workflow type
|
|
"""
|
|
from models.model import AppMode
|
|
|
|
app_mode = app_mode if isinstance(app_mode, AppMode) else AppMode.value_of(app_mode)
|
|
return cls.WORKFLOW if app_mode == AppMode.WORKFLOW else cls.CHAT
|
|
|
|
|
|
class Workflow(db.Model):
|
|
"""
|
|
Workflow, for `Workflow App` and `Chat App workflow mode`.
|
|
|
|
Attributes:
|
|
|
|
- id (uuid) Workflow ID, pk
|
|
- tenant_id (uuid) Workspace ID
|
|
- app_id (uuid) App ID
|
|
- type (string) Workflow type
|
|
|
|
`workflow` for `Workflow App`
|
|
|
|
`chat` for `Chat App workflow mode`
|
|
|
|
- version (string) Version
|
|
|
|
`draft` for draft version (only one for each app), other for version number (redundant)
|
|
|
|
- graph (text) Workflow canvas configuration (JSON)
|
|
|
|
The entire canvas configuration JSON, including Node, Edge, and other configurations
|
|
|
|
- nodes (array[object]) Node list, see Node Schema
|
|
|
|
- edges (array[object]) Edge list, see Edge Schema
|
|
|
|
- created_by (uuid) Creator ID
|
|
- created_at (timestamp) Creation time
|
|
- updated_by (uuid) `optional` Last updater ID
|
|
- updated_at (timestamp) `optional` Last update time
|
|
"""
|
|
|
|
__tablename__ = "workflows"
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint("id", name="workflow_pkey"),
|
|
db.Index("workflow_version_idx", "tenant_id", "app_id", "version"),
|
|
)
|
|
|
|
id: Mapped[str] = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
|
|
tenant_id: Mapped[str] = db.Column(StringUUID, nullable=False)
|
|
app_id: Mapped[str] = db.Column(StringUUID, nullable=False)
|
|
type: Mapped[str] = db.Column(db.String(255), nullable=False)
|
|
version: Mapped[str] = db.Column(db.String(255), nullable=False)
|
|
graph: Mapped[str] = db.Column(db.Text)
|
|
features: Mapped[str] = db.Column(db.Text)
|
|
created_by: Mapped[str] = db.Column(StringUUID, nullable=False)
|
|
created_at: Mapped[datetime] = db.Column(
|
|
db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)")
|
|
)
|
|
updated_by: Mapped[str] = db.Column(StringUUID)
|
|
updated_at: Mapped[datetime] = db.Column(db.DateTime)
|
|
_environment_variables: Mapped[str] = db.Column(
|
|
"environment_variables", db.Text, nullable=False, server_default="{}"
|
|
)
|
|
_conversation_variables: Mapped[str] = db.Column(
|
|
"conversation_variables", db.Text, nullable=False, server_default="{}"
|
|
)
|
|
|
|
def __init__(
|
|
self,
|
|
*,
|
|
tenant_id: str,
|
|
app_id: str,
|
|
type: str,
|
|
version: str,
|
|
graph: str,
|
|
features: str,
|
|
created_by: str,
|
|
environment_variables: Sequence[Variable],
|
|
conversation_variables: Sequence[Variable],
|
|
):
|
|
self.tenant_id = tenant_id
|
|
self.app_id = app_id
|
|
self.type = type
|
|
self.version = version
|
|
self.graph = graph
|
|
self.features = features
|
|
self.created_by = created_by
|
|
self.environment_variables = environment_variables or []
|
|
self.conversation_variables = conversation_variables or []
|
|
|
|
@property
|
|
def created_by_account(self):
|
|
return db.session.get(Account, self.created_by)
|
|
|
|
@property
|
|
def updated_by_account(self):
|
|
return db.session.get(Account, self.updated_by) if self.updated_by else None
|
|
|
|
@property
|
|
def graph_dict(self) -> Mapping[str, Any]:
|
|
return json.loads(self.graph) if self.graph else {}
|
|
|
|
@property
|
|
def features_dict(self) -> Mapping[str, Any]:
|
|
return json.loads(self.features) if self.features else {}
|
|
|
|
def user_input_form(self, to_old_structure: bool = False) -> list:
|
|
# get start node from graph
|
|
if not self.graph:
|
|
return []
|
|
|
|
graph_dict = self.graph_dict
|
|
if "nodes" not in graph_dict:
|
|
return []
|
|
|
|
start_node = next((node for node in graph_dict["nodes"] if node["data"]["type"] == "start"), None)
|
|
if not start_node:
|
|
return []
|
|
|
|
# get user_input_form from start node
|
|
variables = start_node.get("data", {}).get("variables", [])
|
|
|
|
if to_old_structure:
|
|
old_structure_variables = []
|
|
for variable in variables:
|
|
old_structure_variables.append({variable["type"]: variable})
|
|
|
|
return old_structure_variables
|
|
|
|
return variables
|
|
|
|
@property
|
|
def unique_hash(self) -> str:
|
|
"""
|
|
Get hash of workflow.
|
|
|
|
:return: hash
|
|
"""
|
|
entity = {"graph": self.graph_dict, "features": self.features_dict}
|
|
|
|
return helper.generate_text_hash(json.dumps(entity, sort_keys=True))
|
|
|
|
@property
|
|
def tool_published(self) -> bool:
|
|
from models.tools import WorkflowToolProvider
|
|
|
|
return (
|
|
db.session.query(WorkflowToolProvider).filter(WorkflowToolProvider.app_id == self.app_id).first()
|
|
is not None
|
|
)
|
|
|
|
@property
|
|
def environment_variables(self) -> Sequence[Variable]:
|
|
# TODO: find some way to init `self._environment_variables` when instance created.
|
|
if self._environment_variables is None:
|
|
self._environment_variables = "{}"
|
|
|
|
tenant_id = contexts.tenant_id.get()
|
|
|
|
environment_variables_dict: dict[str, Any] = json.loads(self._environment_variables)
|
|
results = [factory.build_variable_from_mapping(v) for v in environment_variables_dict.values()]
|
|
|
|
# decrypt secret variables value
|
|
decrypt_func = (
|
|
lambda var: var.model_copy(update={"value": encrypter.decrypt_token(tenant_id=tenant_id, token=var.value)})
|
|
if isinstance(var, SecretVariable)
|
|
else var
|
|
)
|
|
results = list(map(decrypt_func, results))
|
|
return results
|
|
|
|
@environment_variables.setter
|
|
def environment_variables(self, value: Sequence[Variable]):
|
|
tenant_id = contexts.tenant_id.get()
|
|
|
|
value = list(value)
|
|
if any(var for var in value if not var.id):
|
|
raise ValueError("environment variable require a unique id")
|
|
|
|
# Compare inputs and origin variables,
|
|
# if the value is HIDDEN_VALUE, use the origin variable value (only update `name`).
|
|
origin_variables_dictionary = {var.id: var for var in self.environment_variables}
|
|
for i, variable in enumerate(value):
|
|
if variable.id in origin_variables_dictionary and variable.value == HIDDEN_VALUE:
|
|
value[i] = origin_variables_dictionary[variable.id].model_copy(update={"name": variable.name})
|
|
|
|
# encrypt secret variables value
|
|
encrypt_func = (
|
|
lambda var: var.model_copy(update={"value": encrypter.encrypt_token(tenant_id=tenant_id, token=var.value)})
|
|
if isinstance(var, SecretVariable)
|
|
else var
|
|
)
|
|
encrypted_vars = list(map(encrypt_func, value))
|
|
environment_variables_json = json.dumps(
|
|
{var.name: var.model_dump() for var in encrypted_vars},
|
|
ensure_ascii=False,
|
|
)
|
|
self._environment_variables = environment_variables_json
|
|
|
|
def to_dict(self, *, include_secret: bool = False) -> Mapping[str, Any]:
|
|
environment_variables = list(self.environment_variables)
|
|
environment_variables = [
|
|
v if not isinstance(v, SecretVariable) or include_secret else v.model_copy(update={"value": ""})
|
|
for v in environment_variables
|
|
]
|
|
|
|
result = {
|
|
"graph": self.graph_dict,
|
|
"features": self.features_dict,
|
|
"environment_variables": [var.model_dump(mode="json") for var in environment_variables],
|
|
"conversation_variables": [var.model_dump(mode="json") for var in self.conversation_variables],
|
|
}
|
|
return result
|
|
|
|
@property
|
|
def conversation_variables(self) -> Sequence[Variable]:
|
|
# TODO: find some way to init `self._conversation_variables` when instance created.
|
|
if self._conversation_variables is None:
|
|
self._conversation_variables = "{}"
|
|
|
|
variables_dict: dict[str, Any] = json.loads(self._conversation_variables)
|
|
results = [factory.build_variable_from_mapping(v) for v in variables_dict.values()]
|
|
return results
|
|
|
|
@conversation_variables.setter
|
|
def conversation_variables(self, value: Sequence[Variable]) -> None:
|
|
self._conversation_variables = json.dumps(
|
|
{var.name: var.model_dump() for var in value},
|
|
ensure_ascii=False,
|
|
)
|
|
|
|
|
|
class WorkflowRunTriggeredFrom(Enum):
|
|
"""
|
|
Workflow Run Triggered From Enum
|
|
"""
|
|
|
|
DEBUGGING = "debugging"
|
|
APP_RUN = "app-run"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "WorkflowRunTriggeredFrom":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid workflow run triggered from value {value}")
|
|
|
|
|
|
class WorkflowRunStatus(Enum):
|
|
"""
|
|
Workflow Run Status Enum
|
|
"""
|
|
|
|
RUNNING = "running"
|
|
SUCCEEDED = "succeeded"
|
|
FAILED = "failed"
|
|
STOPPED = "stopped"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "WorkflowRunStatus":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid workflow run status value {value}")
|
|
|
|
|
|
class WorkflowRun(db.Model):
|
|
"""
|
|
Workflow Run
|
|
|
|
Attributes:
|
|
|
|
- id (uuid) Run ID
|
|
- tenant_id (uuid) Workspace ID
|
|
- app_id (uuid) App ID
|
|
- sequence_number (int) Auto-increment sequence number, incremented within the App, starting from 1
|
|
- workflow_id (uuid) Workflow ID
|
|
- type (string) Workflow type
|
|
- triggered_from (string) Trigger source
|
|
|
|
`debugging` for canvas debugging
|
|
|
|
`app-run` for (published) app execution
|
|
|
|
- version (string) Version
|
|
- graph (text) Workflow canvas configuration (JSON)
|
|
- inputs (text) Input parameters
|
|
- status (string) Execution status, `running` / `succeeded` / `failed` / `stopped`
|
|
- outputs (text) `optional` Output content
|
|
- error (string) `optional` Error reason
|
|
- elapsed_time (float) `optional` Time consumption (s)
|
|
- total_tokens (int) `optional` Total tokens used
|
|
- total_steps (int) Total steps (redundant), default 0
|
|
- created_by_role (string) Creator role
|
|
|
|
- `account` Console account
|
|
|
|
- `end_user` End user
|
|
|
|
- created_by (uuid) Runner ID
|
|
- created_at (timestamp) Run time
|
|
- finished_at (timestamp) End time
|
|
"""
|
|
|
|
__tablename__ = "workflow_runs"
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint("id", name="workflow_run_pkey"),
|
|
db.Index("workflow_run_triggerd_from_idx", "tenant_id", "app_id", "triggered_from"),
|
|
db.Index("workflow_run_tenant_app_sequence_idx", "tenant_id", "app_id", "sequence_number"),
|
|
)
|
|
|
|
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
|
|
tenant_id = db.Column(StringUUID, nullable=False)
|
|
app_id = db.Column(StringUUID, nullable=False)
|
|
sequence_number = db.Column(db.Integer, nullable=False)
|
|
workflow_id = db.Column(StringUUID, nullable=False)
|
|
type = db.Column(db.String(255), nullable=False)
|
|
triggered_from = db.Column(db.String(255), nullable=False)
|
|
version = db.Column(db.String(255), nullable=False)
|
|
graph = db.Column(db.Text)
|
|
inputs = db.Column(db.Text)
|
|
status = db.Column(db.String(255), nullable=False)
|
|
outputs = db.Column(db.Text)
|
|
error = db.Column(db.Text)
|
|
elapsed_time = db.Column(db.Float, nullable=False, server_default=db.text("0"))
|
|
total_tokens = db.Column(db.Integer, nullable=False, server_default=db.text("0"))
|
|
total_steps = db.Column(db.Integer, server_default=db.text("0"))
|
|
created_by_role = db.Column(db.String(255), nullable=False)
|
|
created_by = db.Column(StringUUID, nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
|
|
finished_at = db.Column(db.DateTime)
|
|
|
|
@property
|
|
def created_by_account(self):
|
|
created_by_role = CreatedByRole.value_of(self.created_by_role)
|
|
return db.session.get(Account, self.created_by) if created_by_role == CreatedByRole.ACCOUNT else None
|
|
|
|
@property
|
|
def created_by_end_user(self):
|
|
from models.model import EndUser
|
|
|
|
created_by_role = CreatedByRole.value_of(self.created_by_role)
|
|
return db.session.get(EndUser, self.created_by) if created_by_role == CreatedByRole.END_USER else None
|
|
|
|
@property
|
|
def graph_dict(self):
|
|
return json.loads(self.graph) if self.graph else None
|
|
|
|
@property
|
|
def inputs_dict(self):
|
|
return json.loads(self.inputs) if self.inputs else None
|
|
|
|
@property
|
|
def outputs_dict(self):
|
|
return json.loads(self.outputs) if self.outputs else None
|
|
|
|
@property
|
|
def message(self) -> Optional["Message"]:
|
|
from models.model import Message
|
|
|
|
return (
|
|
db.session.query(Message).filter(Message.app_id == self.app_id, Message.workflow_run_id == self.id).first()
|
|
)
|
|
|
|
@property
|
|
def workflow(self):
|
|
return db.session.query(Workflow).filter(Workflow.id == self.workflow_id).first()
|
|
|
|
def to_dict(self):
|
|
return {
|
|
"id": self.id,
|
|
"tenant_id": self.tenant_id,
|
|
"app_id": self.app_id,
|
|
"sequence_number": self.sequence_number,
|
|
"workflow_id": self.workflow_id,
|
|
"type": self.type,
|
|
"triggered_from": self.triggered_from,
|
|
"version": self.version,
|
|
"graph": self.graph_dict,
|
|
"inputs": self.inputs_dict,
|
|
"status": self.status,
|
|
"outputs": self.outputs_dict,
|
|
"error": self.error,
|
|
"elapsed_time": self.elapsed_time,
|
|
"total_tokens": self.total_tokens,
|
|
"total_steps": self.total_steps,
|
|
"created_by_role": self.created_by_role,
|
|
"created_by": self.created_by,
|
|
"created_at": self.created_at,
|
|
"finished_at": self.finished_at,
|
|
}
|
|
|
|
@classmethod
|
|
def from_dict(cls, data: dict) -> "WorkflowRun":
|
|
return cls(
|
|
id=data.get("id"),
|
|
tenant_id=data.get("tenant_id"),
|
|
app_id=data.get("app_id"),
|
|
sequence_number=data.get("sequence_number"),
|
|
workflow_id=data.get("workflow_id"),
|
|
type=data.get("type"),
|
|
triggered_from=data.get("triggered_from"),
|
|
version=data.get("version"),
|
|
graph=json.dumps(data.get("graph")),
|
|
inputs=json.dumps(data.get("inputs")),
|
|
status=data.get("status"),
|
|
outputs=json.dumps(data.get("outputs")),
|
|
error=data.get("error"),
|
|
elapsed_time=data.get("elapsed_time"),
|
|
total_tokens=data.get("total_tokens"),
|
|
total_steps=data.get("total_steps"),
|
|
created_by_role=data.get("created_by_role"),
|
|
created_by=data.get("created_by"),
|
|
created_at=data.get("created_at"),
|
|
finished_at=data.get("finished_at"),
|
|
)
|
|
|
|
|
|
class WorkflowNodeExecutionTriggeredFrom(Enum):
|
|
"""
|
|
Workflow Node Execution Triggered From Enum
|
|
"""
|
|
|
|
SINGLE_STEP = "single-step"
|
|
WORKFLOW_RUN = "workflow-run"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "WorkflowNodeExecutionTriggeredFrom":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid workflow node execution triggered from value {value}")
|
|
|
|
|
|
class WorkflowNodeExecutionStatus(Enum):
|
|
"""
|
|
Workflow Node Execution Status Enum
|
|
"""
|
|
|
|
RUNNING = "running"
|
|
SUCCEEDED = "succeeded"
|
|
FAILED = "failed"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "WorkflowNodeExecutionStatus":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid workflow node execution status value {value}")
|
|
|
|
|
|
class WorkflowNodeExecution(db.Model):
|
|
"""
|
|
Workflow Node Execution
|
|
|
|
- id (uuid) Execution ID
|
|
- tenant_id (uuid) Workspace ID
|
|
- app_id (uuid) App ID
|
|
- workflow_id (uuid) Workflow ID
|
|
- triggered_from (string) Trigger source
|
|
|
|
`single-step` for single-step debugging
|
|
|
|
`workflow-run` for workflow execution (debugging / user execution)
|
|
|
|
- workflow_run_id (uuid) `optional` Workflow run ID
|
|
|
|
Null for single-step debugging.
|
|
|
|
- index (int) Execution sequence number, used for displaying Tracing Node order
|
|
- predecessor_node_id (string) `optional` Predecessor node ID, used for displaying execution path
|
|
- node_id (string) Node ID
|
|
- node_type (string) Node type, such as `start`
|
|
- title (string) Node title
|
|
- inputs (json) All predecessor node variable content used in the node
|
|
- process_data (json) Node process data
|
|
- outputs (json) `optional` Node output variables
|
|
- status (string) Execution status, `running` / `succeeded` / `failed`
|
|
- error (string) `optional` Error reason
|
|
- elapsed_time (float) `optional` Time consumption (s)
|
|
- execution_metadata (text) Metadata
|
|
|
|
- total_tokens (int) `optional` Total tokens used
|
|
|
|
- total_price (decimal) `optional` Total cost
|
|
|
|
- currency (string) `optional` Currency, such as USD / RMB
|
|
|
|
- created_at (timestamp) Run time
|
|
- created_by_role (string) Creator role
|
|
|
|
- `account` Console account
|
|
|
|
- `end_user` End user
|
|
|
|
- created_by (uuid) Runner ID
|
|
- finished_at (timestamp) End time
|
|
"""
|
|
|
|
__tablename__ = "workflow_node_executions"
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint("id", name="workflow_node_execution_pkey"),
|
|
db.Index(
|
|
"workflow_node_execution_workflow_run_idx",
|
|
"tenant_id",
|
|
"app_id",
|
|
"workflow_id",
|
|
"triggered_from",
|
|
"workflow_run_id",
|
|
),
|
|
db.Index(
|
|
"workflow_node_execution_node_run_idx", "tenant_id", "app_id", "workflow_id", "triggered_from", "node_id"
|
|
),
|
|
db.Index(
|
|
"workflow_node_execution_id_idx",
|
|
"tenant_id",
|
|
"app_id",
|
|
"workflow_id",
|
|
"triggered_from",
|
|
"node_execution_id",
|
|
),
|
|
)
|
|
|
|
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
|
|
tenant_id = db.Column(StringUUID, nullable=False)
|
|
app_id = db.Column(StringUUID, nullable=False)
|
|
workflow_id = db.Column(StringUUID, nullable=False)
|
|
triggered_from = db.Column(db.String(255), nullable=False)
|
|
workflow_run_id = db.Column(StringUUID)
|
|
index = db.Column(db.Integer, nullable=False)
|
|
predecessor_node_id = db.Column(db.String(255))
|
|
node_execution_id = db.Column(db.String(255), nullable=True)
|
|
node_id = db.Column(db.String(255), nullable=False)
|
|
node_type = db.Column(db.String(255), nullable=False)
|
|
title = db.Column(db.String(255), nullable=False)
|
|
inputs = db.Column(db.Text)
|
|
process_data = db.Column(db.Text)
|
|
outputs = db.Column(db.Text)
|
|
status = db.Column(db.String(255), nullable=False)
|
|
error = db.Column(db.Text)
|
|
elapsed_time = db.Column(db.Float, nullable=False, server_default=db.text("0"))
|
|
execution_metadata = db.Column(db.Text)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
|
|
created_by_role = db.Column(db.String(255), nullable=False)
|
|
created_by = db.Column(StringUUID, nullable=False)
|
|
finished_at = db.Column(db.DateTime)
|
|
|
|
@property
|
|
def created_by_account(self):
|
|
created_by_role = CreatedByRole.value_of(self.created_by_role)
|
|
return db.session.get(Account, self.created_by) if created_by_role == CreatedByRole.ACCOUNT else None
|
|
|
|
@property
|
|
def created_by_end_user(self):
|
|
from models.model import EndUser
|
|
|
|
created_by_role = CreatedByRole.value_of(self.created_by_role)
|
|
return db.session.get(EndUser, self.created_by) if created_by_role == CreatedByRole.END_USER else None
|
|
|
|
@property
|
|
def inputs_dict(self):
|
|
return json.loads(self.inputs) if self.inputs else None
|
|
|
|
@property
|
|
def outputs_dict(self):
|
|
return json.loads(self.outputs) if self.outputs else None
|
|
|
|
@property
|
|
def process_data_dict(self):
|
|
return json.loads(self.process_data) if self.process_data else None
|
|
|
|
@property
|
|
def execution_metadata_dict(self):
|
|
return json.loads(self.execution_metadata) if self.execution_metadata else None
|
|
|
|
@property
|
|
def extras(self):
|
|
from core.tools.tool_manager import ToolManager
|
|
|
|
extras = {}
|
|
if self.execution_metadata_dict:
|
|
from core.workflow.entities.node_entities import NodeType
|
|
|
|
if self.node_type == NodeType.TOOL.value and "tool_info" in self.execution_metadata_dict:
|
|
tool_info = self.execution_metadata_dict["tool_info"]
|
|
extras["icon"] = ToolManager.get_tool_icon(
|
|
tenant_id=self.tenant_id,
|
|
provider_type=tool_info["provider_type"],
|
|
provider_id=tool_info["provider_id"],
|
|
)
|
|
|
|
return extras
|
|
|
|
|
|
class WorkflowAppLogCreatedFrom(Enum):
|
|
"""
|
|
Workflow App Log Created From Enum
|
|
"""
|
|
|
|
SERVICE_API = "service-api"
|
|
WEB_APP = "web-app"
|
|
INSTALLED_APP = "installed-app"
|
|
|
|
@classmethod
|
|
def value_of(cls, value: str) -> "WorkflowAppLogCreatedFrom":
|
|
"""
|
|
Get value of given mode.
|
|
|
|
:param value: mode value
|
|
:return: mode
|
|
"""
|
|
for mode in cls:
|
|
if mode.value == value:
|
|
return mode
|
|
raise ValueError(f"invalid workflow app log created from value {value}")
|
|
|
|
|
|
class WorkflowAppLog(db.Model):
|
|
"""
|
|
Workflow App execution log, excluding workflow debugging records.
|
|
|
|
Attributes:
|
|
|
|
- id (uuid) run ID
|
|
- tenant_id (uuid) Workspace ID
|
|
- app_id (uuid) App ID
|
|
- workflow_id (uuid) Associated Workflow ID
|
|
- workflow_run_id (uuid) Associated Workflow Run ID
|
|
- created_from (string) Creation source
|
|
|
|
`service-api` App Execution OpenAPI
|
|
|
|
`web-app` WebApp
|
|
|
|
`installed-app` Installed App
|
|
|
|
- created_by_role (string) Creator role
|
|
|
|
- `account` Console account
|
|
|
|
- `end_user` End user
|
|
|
|
- created_by (uuid) Creator ID, depends on the user table according to created_by_role
|
|
- created_at (timestamp) Creation time
|
|
"""
|
|
|
|
__tablename__ = "workflow_app_logs"
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint("id", name="workflow_app_log_pkey"),
|
|
db.Index("workflow_app_log_app_idx", "tenant_id", "app_id"),
|
|
)
|
|
|
|
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
|
|
tenant_id = db.Column(StringUUID, nullable=False)
|
|
app_id = db.Column(StringUUID, nullable=False)
|
|
workflow_id = db.Column(StringUUID, nullable=False)
|
|
workflow_run_id = db.Column(StringUUID, nullable=False)
|
|
created_from = db.Column(db.String(255), nullable=False)
|
|
created_by_role = db.Column(db.String(255), nullable=False)
|
|
created_by = db.Column(StringUUID, nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
|
|
|
|
@property
|
|
def workflow_run(self):
|
|
return db.session.get(WorkflowRun, self.workflow_run_id)
|
|
|
|
@property
|
|
def created_by_account(self):
|
|
created_by_role = CreatedByRole.value_of(self.created_by_role)
|
|
return db.session.get(Account, self.created_by) if created_by_role == CreatedByRole.ACCOUNT else None
|
|
|
|
@property
|
|
def created_by_end_user(self):
|
|
from models.model import EndUser
|
|
|
|
created_by_role = CreatedByRole.value_of(self.created_by_role)
|
|
return db.session.get(EndUser, self.created_by) if created_by_role == CreatedByRole.END_USER else None
|
|
|
|
|
|
class ConversationVariable(db.Model):
|
|
__tablename__ = "workflow_conversation_variables"
|
|
|
|
id: Mapped[str] = db.Column(StringUUID, primary_key=True)
|
|
conversation_id: Mapped[str] = db.Column(StringUUID, nullable=False, primary_key=True)
|
|
app_id: Mapped[str] = db.Column(StringUUID, nullable=False, index=True)
|
|
data = db.Column(db.Text, nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, index=True, server_default=db.text("CURRENT_TIMESTAMP(0)"))
|
|
updated_at = db.Column(
|
|
db.DateTime, nullable=False, server_default=func.current_timestamp(), onupdate=func.current_timestamp()
|
|
)
|
|
|
|
def __init__(self, *, id: str, app_id: str, conversation_id: str, data: str) -> None:
|
|
self.id = id
|
|
self.app_id = app_id
|
|
self.conversation_id = conversation_id
|
|
self.data = data
|
|
|
|
@classmethod
|
|
def from_variable(cls, *, app_id: str, conversation_id: str, variable: Variable) -> "ConversationVariable":
|
|
obj = cls(
|
|
id=variable.id,
|
|
app_id=app_id,
|
|
conversation_id=conversation_id,
|
|
data=variable.model_dump_json(),
|
|
)
|
|
return obj
|
|
|
|
def to_variable(self) -> Variable:
|
|
mapping = json.loads(self.data)
|
|
return factory.build_variable_from_mapping(mapping)
|