How to use the flytekit.common.constants function in flytekit

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github lyft / flytekit / tests / flytekit / unit / models / test_dynamic_wfs.py View on Github external
def test_dynamic_launch_plan_yielding_of_constant_workflow():
    outputs = lp_yield_empty_wf.unit_test()
    # TODO: Currently, Flytekit will not return early and not do anything if there are any workflow nodes detected
    #   in the output of a dynamic task.
    dj_spec = outputs[_sdk_constants.FUTURES_FILE_NAME]

    assert len(dj_spec.nodes) == 1
    assert len(dj_spec.outputs) == 1
    assert dj_spec.outputs[0].var == "out"
    assert len(outputs.keys()) == 1
github lyft / flytekit / tests / flytekit / unit / models / test_dynamic_wfs.py View on Github external
def test_dynamic_launch_plan_yielding():
    outputs = lp_yield_task.unit_test(num=10)
    # TODO: Currently, Flytekit will not return early and not do anything if there are any workflow nodes detected
    #   in the output of a dynamic task.
    dj_spec = outputs[_sdk_constants.FUTURES_FILE_NAME]

    assert dj_spec.min_successes == 1

    launch_plan_node = dj_spec.nodes[0]
    node_id = launch_plan_node.id
    assert "models-test-dynamic-wfs-id-lp" in node_id
    assert node_id.endswith("-0")

    # Assert that the output of the dynamic job spec is bound to the single node in the spec, the workflow node
    # containing the launch plan
    assert dj_spec.outputs[0].var == "out"
    assert dj_spec.outputs[0].binding.promise.node_id == node_id
    assert dj_spec.outputs[0].binding.promise.var == "task_output"
github lyft / flytekit / tests / flytekit / unit / bin / test_python_entrypoint.py View on Github external
{'a': 9}, _type_map_from_variable_map(_task_defs.add_one.interface.inputs))
            input_file = os.path.join(input_dir.name, "inputs.pb")
            _utils.write_proto_to_file(literal_map.to_flyte_idl(), input_file)

            with _utils.AutoDeletingTempDir("out") as output_dir:
                _execute_task(
                    _task_defs.add_one.task_module,
                    _task_defs.add_one.task_function_name,
                    input_file,
                    output_dir.name,
                    False
                )

                p = _utils.load_proto_from_file(
                    _literals_pb2.LiteralMap,
                    os.path.join(output_dir.name, _constants.OUTPUT_FILE_NAME)
                )
                raw_map = _type_helpers.unpack_literal_map_to_sdk_python_std(
                    _literal_models.LiteralMap.from_flyte_idl(p),
                    _type_map_from_variable_map(_task_defs.add_one.interface.outputs)
                )
                assert raw_map['b'] == 10
                assert len(raw_map) == 1
github lyft / flytekit / tests / flytekit / unit / sdk / tasks / test_tasks.py View on Github external
def test_default_python_task():
    assert isinstance(default_task, _sdk_runnable.SdkRunnableTask)
    assert default_task.interface.inputs['in1'].description == ''
    assert default_task.interface.inputs['in1'].type == \
        _type_models.LiteralType(simple=_type_models.SimpleType.INTEGER)
    assert default_task.interface.outputs['out1'].description == ''
    assert default_task.interface.outputs['out1'].type == \
        _type_models.LiteralType(simple=_type_models.SimpleType.STRING)
    assert default_task.type == _common_constants.SdkTaskType.PYTHON_TASK
    assert default_task.task_function_name == 'default_task'
    assert default_task.task_module == __name__
    assert default_task.metadata.timeout == _datetime.timedelta(seconds=0)
    assert default_task.metadata.deprecated_error_message == ''
    assert default_task.metadata.discoverable is False
    assert default_task.metadata.discovery_version == ''
    assert default_task.metadata.retries.retries == 0
    assert len(default_task.container.resources.limits) == 0
    assert len(default_task.container.resources.requests) == 0
github lyft / flytekit / flytekit / common / tasks / presto_task.py View on Github external
),
                "__implicit_schema": _interface_model.Variable(
                    type=_types.LiteralType(simple=_types.SimpleType.STRING),
                    description="The schema set as an implicit input"
                )
            },
            {
                # Set the schema for the Presto query as an output
                "results": _interface_model.Variable(
                    type=_types.LiteralType(schema=output_schema.schema_type),
                    description="The schema for the Presto query"
                )
            })

        super(SdkPrestoTask, self).__init__(
            _constants.SdkTaskType.PRESTO_TASK,
            metadata,
            i,
            _MessageToDict(presto_query.to_flyte_idl()),
        )

        # Set user provided inputs
        task_inputs(self)
github lyft / flytekit / flytekit / contrib / notebook.py View on Github external
outputs = ' '.join(p['outputs'][0]['data']['text/plain'])

        if outputs is not None:
            dict = _literal_models._literals_pb2.LiteralMap()
            _text_format.Parse(outputs, dict)

        # Add output_notebook as an output to the task.
        output_notebook = _task_output.OutputReference(
            _type_helpers.get_sdk_type_from_literal_type(_Types.Blob.to_flyte_literal_type()))
        output_notebook.set(output_notebook_path)

        output_literal_map = _literal_models.LiteralMap.from_flyte_idl(dict)
        output_literal_map.literals[OUTPUT_NOTEBOOK] = output_notebook.sdk_value

        return {
            _constants.OUTPUT_FILE_NAME: output_literal_map
        }
github lyft / flytekit / flytekit / common / tasks / raw_container.py View on Github external
_task_models.RuntimeMetadata(
                _task_models.RuntimeMetadata.RuntimeType.FLYTE_SDK, __version__,
                "python"),
            timeout or _datetime.timedelta(seconds=0),
            _literals.RetryStrategy(retries),
            interruptible,
            discovery_version,
            None
        )

        # The interface is defined using the inputs and outputs
        i = _interface.TypedInterface(inputs=types_to_variable(inputs), outputs=types_to_variable(outputs))

        # This sets the base SDKTask with container etc
        super(SdkRawContainerTask, self).__init__(
            _constants.SdkTaskType.RAW_CONTAINER_TASK,
            metadata,
            i,
            None,
            container=_get_container_definition(
                image=image,
                args=args,
                command=command,
                data_loading_config=self._data_loading_config,
                storage_request=storage_request,
                cpu_request=cpu_request,
                gpu_request=gpu_request,
                memory_request=memory_request,
                storage_limit=storage_limit,
                cpu_limit=cpu_limit,
                gpu_limit=gpu_limit,
                memory_limit=memory_limit,
github lyft / flytekit / flytekit / contrib / sensors / task.py View on Github external
def wrapper(fn):
        return (SensorTask or cls)(
            task_function=fn,
            task_type=_common_constants.SdkTaskType.SENSOR_TASK,
            retries=retries,
            interruptible=interruptible,
            deprecated=deprecated,
            storage_request=storage_request,
            cpu_request=cpu_request,
            gpu_request=gpu_request,
            memory_request=memory_request,
            storage_limit=storage_limit,
            cpu_limit=cpu_limit,
            gpu_limit=gpu_limit,
            memory_limit=memory_limit,
            timeout=timeout,
            environment=environment,
            custom={},
            discovery_version='',
            discoverable=False,
github lyft / flytekit / flytekit / engines / flyte / engine.py View on Github external
tags={
                                            'exec_project': _internal_config.EXECUTION_PROJECT.get(),
                                            'exec_domain': _internal_config.EXECUTION_DOMAIN.get(),
                                            'exec_workflow': _internal_config.EXECUTION_WORKFLOW.get(),
                                            'exec_launchplan': _internal_config.EXECUTION_LAUNCHPLAN.get(),
                                            'api_version': _api_version
                                        }
                                    ),
                                    logging=_logging,
                                    tmp_dir=task_dir
                                ),
                                inputs
                            )
                        except _exception_scopes.FlyteScopedException as e:
                            _logging.error("!!! Begin Error Captured by Flyte !!!")
                            output_file_dict[_constants.ERROR_FILE_NAME] = _error_models.ErrorDocument(
                                _error_models.ContainerError(
                                    e.error_code,
                                    e.verbose_message,
                                    e.kind
                                )
                            )
                            _logging.error(e.verbose_message)
                            _logging.error("!!! End Error Captured by Flyte !!!")
                        except Exception:
                            _logging.error("!!! Begin Unknown System Error Captured by Flyte !!!")
                            exc_str = _traceback.format_exc()
                            output_file_dict[_constants.ERROR_FILE_NAME] = _error_models.ErrorDocument(
                                _error_models.ContainerError(
                                    "SYSTEM:Unknown",
                                    exc_str,
                                    _error_models.ContainerError.Kind.RECOVERABLE
github lyft / flytekit / flytekit / annotated / stuff.py View on Github external
def wrapper(fn):
        # Just saving everything as a hash for now, will figure out what to do with this in the future.
        task_obj = {}
        task_obj['task_type'] = _common_constants.SdkTaskType.PYTHON_TASK,
        task_obj['retries'] = retries,
        task_obj['storage_request'] = storage_request,
        task_obj['cpu_request'] = cpu_request,
        task_obj['gpu_request'] = gpu_request,
        task_obj['memory_request'] = memory_request,
        task_obj['storage_limit'] = storage_limit,
        task_obj['cpu_limit'] = cpu_limit,
        task_obj['gpu_limit'] = gpu_limit,
        task_obj['memory_limit'] = memory_limit,
        task_obj['environment'] = environment,
        task_obj['custom'] = {}

        metadata = _task_model.TaskMetadata(
            cache,
            _task_model.RuntimeMetadata(
                _task_model.RuntimeMetadata.RuntimeType.FLYTE_SDK,