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task.py
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from enum import Enum
from typing import Any
from typing import Optional
from typing import TypeAlias
from pydantic import BaseModel
from pydantic import Extra
from pydantic import Field
from pydantic import StrictBool
from pydantic import root_validator
from pydantic import validator
from pydantic.utils import ROOT_KEY
from frinx.common.conductor_enums import DoWhileEvaluatorType
from frinx.common.conductor_enums import SwitchEvaluatorType
from frinx.common.conductor_enums import WorkflowStatus
from frinx.common.util import snake_to_camel_case
from frinx.common.worker.worker import WorkerImpl
WorkflowTask: TypeAlias = dict[str, str]
TaskDef: TypeAlias = dict[str, str]
TaskToDomain: TypeAlias = dict[str, str]
WorkflowDef: TypeAlias = dict[str, Any]
WorkflowImpl: TypeAlias = dict[str, Any]
class TaskType(str, Enum):
SIMPLE = 'SIMPLE'
DYNAMIC = 'DYNAMIC'
FORK_JOIN = 'FORK_JOIN'
FORK_JOIN_DYNAMIC = 'FORK_JOIN_DYNAMIC'
DECISION = 'DECISION'
SWITCH = 'SWITCH'
JOIN = 'JOIN'
DO_WHILE = 'DO_WHILE'
SUB_WORKFLOW = 'SUB_WORKFLOW'
START_WORKFLOW = 'START_WORKFLOW'
EVENT = 'EVENT'
WAIT = 'WAIT'
HUMAN = 'HUMAN'
USER_DEFINED = 'USER_DEFINED'
HTTP = 'HTTP'
LAMBDA = 'LAMBDA'
INLINE = 'INLINE'
EXCLUSIVE_JOIN = 'EXCLUSIVE_JOIN'
TERMINATE = 'TERMINATE'
KAFKA_PUBLISH = 'KAFKA_PUBLISH'
JSON_JQ_TRANSFORM = 'JSON_JQ_TRANSFORM'
SET_VARIABLE = 'SET_VARIABLE'
class WorkflowTaskImpl(BaseModel):
# REQUIRED
name: str
task_reference_name: str
# PREDEFINED
type: TaskType
start_delay: int = Field(default=0)
optional: StrictBool = Field(default=False)
async_complete: StrictBool = Field(default=False)
default_case: list[WorkflowTask] | list[Any] = Field(default=[])
input_parameters: Any | dict[str, Any] = Field(default={})
# OPTIONAL
description: Optional[str] = Field(default=None)
dynamic_task_name_param: Optional[str] = Field(default=None)
case_value_param: Optional[str] = Field(default=None)
case_expression: Optional[str] = Field(default=None)
script_expression: Optional[str] = Field(default=None)
decision_cases: Optional[dict[str, list[WorkflowTask]] | dict[str, list[Any]]] = Field(default=None)
dynamic_fork_join_tasks_param: Optional[str] = Field(default=None)
dynamic_fork_tasks_param: Optional[str] = Field(default=None)
dynamic_fork_tasks_input_param_name: Optional[str] = Field(default=None)
fork_tasks: Optional[list[list[Any]]] = Field(default=None)
sub_workflow_param: Optional[Any] = Field(default=None)
join_on: Optional[list[str]] = Field(default=None)
sink: Optional[str] = Field(default=None)
task_definition: Optional[TaskDef] = Field(default=None)
rate_limited: Optional[StrictBool] = Field(default=None)
default_exclusive_join_task: Optional[list[str]] = Field(default=None)
loop_condition: Optional[str] = Field(default=None)
loop_over: Optional[list[Any]] = Field(default=None)
retry_count: Optional[int] = Field(default=None)
evaluator_type: Optional[str] = Field(default=None)
expression: Optional[str] = Field(default=None)
workflow_task_type: Optional[str] = Field(default=None)
class Config:
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
validate_all = True
def output_ref(self, path: str | None = None) -> str:
if not path or path is None:
return f'${{{self.task_reference_name}.output}}'
return f'${{{self.task_reference_name}.output.{path}}}'
class DoWhileTask(WorkflowTaskImpl):
type: TaskType = TaskType.DO_WHILE
loop_condition: str
loop_over: list[WorkflowTaskImpl]
evaluator_type: DoWhileEvaluatorType = DoWhileEvaluatorType.JAVASCRIPT
class DynamicForkTaskInputParameters(BaseModel):
dynamic_tasks: str | object
dynamic_tasks_input: str | object
class Config:
validate_assignment = True
allow_mutation = True
validate_all = True
class DynamicForkTaskFromDefInputParameters(BaseModel):
dynamic_tasks: str | object
dynamic_tasks_input: str
class Config:
validate_assignment = True
allow_mutation = True
validate_all = True
@root_validator(pre=True)
def check_input_values(cls, values: dict[str, Any]) -> Any:
# FIXME: AttributeError: 'str' object has no attribute '__fields__'
values['dynamic_tasks'] = values['dynamic_tasks'].__fields__['name'].default
return values
class DynamicForkArraysTaskFromDefInputParameters(BaseModel):
fork_task_name: object
fork_task_inputs: list[dict[object, str]] | None | str = []
@root_validator(pre=True)
def check_input_values(cls, values: dict[str, Any]) -> Any:
wf_def_input_params = list(values['fork_task_name'].WorkflowInput.__fields__.keys())
fork_task_inputs = values['fork_task_inputs']
for fork_task_input in fork_task_inputs:
if not bool(set(fork_task_input.keys()) & set(wf_def_input_params)):
raise ValueError(
f"""StartWorkflowTaskFromDefInputParameters bad input fields
expected: {wf_def_input_params}
inserted: {fork_task_inputs}
"""
)
values['fork_task_name'] = values['fork_task_name'].__fields__['name'].default
return values
class Config:
validate_assignment = True
allow_mutation = True
validate_all = True
class DynamicForkArraysTaskInputParameters(BaseModel):
fork_task_name: str
fork_task_inputs: list[dict[str, Any]] | str
class Config:
validate_assignment = True
allow_mutation = True
validate_all = True
class DynamicForkTask(WorkflowTaskImpl):
# TODO why not render in UI?
type: TaskType = TaskType.FORK_JOIN_DYNAMIC
dynamic_fork_tasks_param: str = Field(default='dynamicTasks')
dynamic_fork_tasks_input_param_name: str = Field(default='dynamicTasksInput')
input_parameters: DynamicForkArraysTaskInputParameters | DynamicForkTaskInputParameters \
| DynamicForkArraysTaskFromDefInputParameters | DynamicForkTaskFromDefInputParameters
class ForkTask(WorkflowTaskImpl):
type: TaskType = TaskType.FORK_JOIN
fork_tasks: list[list[WorkflowTaskImpl]]
class HttpMethod(str, Enum):
GET = ('GET',)
PUT = ('PUT',)
POST = ('POST',)
DELETE = ('DELETE',)
HEAD = ('HEAD',)
OPTIONS = 'OPTIONS'
# TODO HTTP TASK?
class HumanTask(WorkflowTaskImpl):
type: TaskType = TaskType.HUMAN
class InlineTaskInputParameters(BaseModel):
evaluator_type: str = Field(default='javascript', alias='evaluatorType')
expression: str
class Config:
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
extra = Extra.allow
def __init__(self, expression: str, **data: Any) -> None:
data['expression'] = expression
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
@validator('expression', always=True)
def expression_in_function(cls, expression: str) -> str:
if not expression.startswith('function'):
expression = f'function e() {{ {expression} }} e();'
return expression
class InlineTask(WorkflowTaskImpl):
type: TaskType = TaskType.INLINE
input_parameters: InlineTaskInputParameters
class LambdaTaskInputParameters(BaseModel):
script_expression: str = Field(alias='scriptExpression')
class Config:
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
extra = Extra.allow
def __init__(self, script_expression: str, **data: Any) -> None:
data['script_expression'] = script_expression
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
class LambdaTask(WorkflowTaskImpl):
type: TaskType = TaskType.LAMBDA
input_parameters: LambdaTaskInputParameters
class WaitDurationTaskInputParameters(BaseModel):
duration: str
class WaitDurationTask(WorkflowTaskImpl):
type: TaskType = TaskType.WAIT
input_parameters: WaitDurationTaskInputParameters
class WaitUntilTaskInputParameters(BaseModel):
until: str
class WaitUntilTask(WorkflowTaskImpl):
type: TaskType = TaskType.WAIT
input_parameters: WaitUntilTaskInputParameters
class TerminateTaskInputParameters(BaseModel):
termination_status: WorkflowStatus
termination_reason: str | None
workflow_output: dict[str, Any] | str | None
class Config:
extra = Extra.allow
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
validate_all = True
class TerminateTask(WorkflowTaskImpl):
type: TaskType = TaskType.TERMINATE
input_parameters: TerminateTaskInputParameters
class StartWorkflowTaskPlainInputParameters(BaseModel):
name: str
version: Optional[int] = Field(default=None)
input: dict[str, object] | None = {}
correlation_id: str | None = Field(alias='correlationId')
class StartWorkflowTaskFromDefInputParameters(BaseModel):
workflow: object
input: dict[str, object] | None = {}
correlation_id: str | None = Field(alias='correlationId')
@root_validator(pre=True)
def check_input_values(cls, values: dict[str, Any]) -> dict[str, Any]:
wf_def_input = list(values['workflow'].WorkflowInput.__fields__.keys())
wf_input = list(values['input'].keys())
if not bool(set(wf_input) & set(wf_def_input)):
raise ValueError(
f"""StartWorkflowTaskFromDefInputParameters bad input fields
expected: {wf_def_input}
inserted: {wf_input}
"""
)
values['name'] = values['workflow'].__fields__['name'].default
values['version'] = values['workflow'].__fields__['version'].default
return values
class Config:
extra = Extra.allow
class StartWorkflowTaskInputParameters(BaseModel):
start_workflow: StartWorkflowTaskPlainInputParameters | StartWorkflowTaskFromDefInputParameters
class Config:
extra = Extra.allow
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
validate_all = True
class StartWorkflowTask(WorkflowTaskImpl):
type: TaskType = TaskType.START_WORKFLOW
input_parameters: StartWorkflowTaskInputParameters
class SwitchTaskInputParameters(BaseModel):
input_value: str
class Config:
extra = Extra.allow
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
validate_all = True
class SwitchTaskValueParamInputParameters(BaseModel):
switch_case_value: str
class Config:
extra = Extra.allow
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
validate_all = True
class SwitchTask(WorkflowTaskImpl):
type: TaskType = TaskType.SWITCH
default_case: list[WorkflowTaskImpl] | None = Field(default=[]) # type: ignore[assignment]
decision_cases: dict[str, list[WorkflowTaskImpl]]
evaluator_type: SwitchEvaluatorType = Field(default=SwitchEvaluatorType.JAVASCRIPT)
expression: str
input_parameters: SwitchTaskInputParameters | SwitchTaskValueParamInputParameters
class DecisionTaskInputParameters(BaseModel):
def __init__(self, **data: Any) -> None:
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
class Config:
extra = Extra.allow
class DecisionTask(WorkflowTaskImpl):
type: TaskType = TaskType.DECISION
default_case: list[WorkflowTaskImpl] = []
decision_cases: dict[str, list[WorkflowTaskImpl]]
case_expression: str
input_parameters: DecisionTaskInputParameters
class DecisionCaseValueTaskInputParameters(BaseModel):
case_value_param: str
class DecisionCaseValueTask(WorkflowTaskImpl):
type: TaskType = TaskType.DECISION
default_case: list[WorkflowTaskImpl] = []
decision_cases: dict[str, list[WorkflowTaskImpl]]
case_value_param: str = 'case_value_param'
input_parameters: DecisionCaseValueTaskInputParameters
class SubWorkflowInputParameters(BaseModel):
def __init__(self, **data: Any) -> None:
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
class Config:
extra = Extra.allow
class SubWorkflowParam(BaseModel):
name: str
version: int
task_to_domain: Optional[TaskToDomain] = Field(default=None)
workflow_definition: Optional[WorkflowDef] = Field(default=None)
class SubWorkflowFromDefParam(BaseModel):
name: type[Any]
task_to_domain: Optional[TaskToDomain] = Field(default=None)
workflow_definition: Optional[WorkflowDef] = Field(default=None)
class Config:
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
validate_all = True
class SubWorkflowTask(WorkflowTaskImpl):
type: TaskType = TaskType.SUB_WORKFLOW
sub_workflow_param: SubWorkflowParam | SubWorkflowFromDefParam
input_parameters: SubWorkflowInputParameters
@root_validator(pre=True)
def check_input_values(cls, values: dict[str, Any]) -> dict[str, Any]:
sub_wf_def = values['sub_workflow_param']
worker_inputs = values['input_parameters'].dict()
match sub_wf_def:
case SubWorkflowFromDefParam():
workflow_inputs = sub_wf_def.name.WorkflowInput().__fields__.items()
for key, value in workflow_inputs:
if key not in worker_inputs:
if value.required is False:
pass
else:
raise ValueError(f'Missing input {key}')
values['sub_workflow_param'] = SubWorkflowParam(
name=sub_wf_def.name.__name__,
version=sub_wf_def.name.__fields__['version'].default,
)
return values
class Config:
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
validate_all = True
class SimpleTaskInputParameters(BaseModel):
def __init__(self, **data: Any) -> None:
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
class Config:
extra = Extra.allow
class SimpleTask(WorkflowTaskImpl):
name: object | str # type: ignore[assignment]
type: TaskType = TaskType.SIMPLE
input_parameters: SimpleTaskInputParameters
@root_validator(pre=True)
def check_input_values(cls, values: dict[str, Any]) -> dict[str, Any]:
task_def = values['name']
worker_inputs = values['input_parameters'].dict()
match task_def:
case type():
if not issubclass(task_def, WorkerImpl):
raise ValueError('Bad input for name')
values['name'] = task_def.WorkerDefinition.__fields__['name'].default
task_input = task_def.WorkerInput.__fields__.items()
for key, value in task_input:
if key not in worker_inputs:
if value.required is False:
pass
else:
raise ValueError(f'Missing input {key}')
return values
class SetVariableTaskInputParameters(BaseModel):
def __init__(self, **data: Any) -> None:
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
class Config:
extra = Extra.allow
class SetVariableTask(WorkflowTaskImpl):
type: TaskType = TaskType.SET_VARIABLE
input_parameters: SetVariableTaskInputParameters
class KafkaPublishTaskInputParameters(BaseModel):
boot_strap_servers: str
key: str
key_serializer: str
value: str
request_timeout_ms: str
max_block_ms: str
headers: Optional[dict[str, Any]] = Field(default=None)
topic: str
class Config:
alias_generator = snake_to_camel_case
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
class KafkaPublishTask(WorkflowTaskImpl):
type: TaskType = TaskType.KAFKA_PUBLISH
input_parameters: KafkaPublishTaskInputParameters
class JsonJqTaskInputParameters(BaseModel):
query_expression: str = Field(alias='queryExpression')
class Config:
allow_population_by_field_name = True
validate_assignment = True
allow_mutation = True
extra = Extra.allow
def __init__(self, query_expression: str, **data: Any) -> None:
data['query_expression'] = query_expression
if self.__custom_root_type__ and data.keys() != {ROOT_KEY}:
data = {ROOT_KEY: data}
super().__init__(**data)
class JsonJqTask(WorkflowTaskImpl):
type: TaskType = TaskType.JSON_JQ_TRANSFORM
input_parameters: JsonJqTaskInputParameters
class JoinTask(WorkflowTaskImpl):
type: TaskType = TaskType.JOIN
join_on: list[str] = []
class ExclusiveJoinTask(WorkflowTaskImpl):
type: TaskType = TaskType.EXCLUSIVE_JOIN
join_on: list[str] = []
class EventTask(WorkflowTaskImpl):
type: TaskType = TaskType.EVENT
sink: str
async_complete: bool