diff --git a/sdk/ml/azure-ai-ml/tests/component/e2etests/test_component.py b/sdk/ml/azure-ai-ml/tests/component/e2etests/test_component.py index 6b38ae56a524..dda0be3130c1 100644 --- a/sdk/ml/azure-ai-ml/tests/component/e2etests/test_component.py +++ b/sdk/ml/azure-ai-ml/tests/component/e2etests/test_component.py @@ -301,7 +301,6 @@ def test_command_component_with_code(self, client: MLClient, randstr: Callable[[ assert component_resource.code assert is_ARM_id_for_resource(component_resource.code) - @pytest.mark.skip(reason="TODO: 1976724, will randomly break and need service-side further investigation.") def test_component_list(self, client: MLClient, randstr: Callable[[str], str]) -> None: component_name = randstr("component name") @@ -312,7 +311,7 @@ def test_component_list(self, client: MLClient, randstr: Callable[[str], str]) - component_containers = client.components.list() assert isinstance(component_containers.next(), Component) - # there might be delay so getting latest version immediately after creation might get wrong result + # there might be delay so getting the latest version immediately after creation might get wrong result sleep_if_live(5) # list component versions @@ -369,14 +368,13 @@ def test_component_update(self, client: MLClient, randstr: Callable[[str], str]) @pytest.mark.disable_mock_code_hash @pytest.mark.skipif(condition=not is_live(), reason="reuse test, target to verify service-side behavior") def test_component_create_twice_same_code_arm_id( - self, client: MLClient, randstr: Callable[[str], str] + self, client: MLClient, randstr: Callable[[str], str], tmp_path: Path ) -> None: - with tempfile.TemporaryDirectory() as tmp_path: - tmp_path = Path(tmp_path) - component_name = randstr("component_name") - # create new component to prevent the issue when same component code got created at the same time - component_path = tmp_path / "component.yml" - component_path.write_text( + component_name = randstr("component_name") + # create new component to prevent the issue when same component code got created at the same time + component_path = tmp_path / "component.yml" + with open(component_path, "w") as f: + f.write( f""" $schema: https://azuremlschemas.azureedge.net/development/commandComponent.schema.json name: {component_name} @@ -387,12 +385,12 @@ def test_component_create_twice_same_code_arm_id( code: "." environment: azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:1""" ) - # create a component - component_resource1 = create_component(client, component_name, path=component_path) - # create again - component_resource2 = create_component(client, component_name, path=component_path) - # the code arm id should be the same - assert component_resource1.code == component_resource2.code + # create a component + component_resource1 = create_component(client, component_name, path=component_path) + # create again + component_resource2 = create_component(client, component_name, path=component_path) + # the code arm id should be the same + assert component_resource1.code == component_resource2.code @pytest.mark.skipif(condition=not is_live(), reason="non-deterministic upload fails in playback on CI") def test_component_update_code(self, client: MLClient, randstr: Callable[[str], str], tmp_path: Path) -> None: @@ -622,23 +620,6 @@ def test_command_component_get_latest_label(self, client: MLClient, randstr: Cal sleep_if_live(5) assert client.components.get(name, label="latest").version == version - @pytest.mark.skip(reason="Test fails because MFE index service consistency bug") - def test_command_component_delete_latest_label(self, client: MLClient, randstr: Callable[[str], str]) -> None: - name = randstr("name") - versions = ["foo", "bar", "baz", "foobar"] - for version in versions: - created_component = create_component(client, name, params_override=[{"version": version}]) - assert created_component.version == version - assert created_component.name == name - sleep_if_live(3) - - for version in reversed(versions): - assert client.components.get(name, label=version).version == version - client.components.delete(name, label="latest") - with pytest.raises(ResourceNotFoundError): - client.components.get(name=name, version=version) - sleep_if_live(10) - def test_anonymous_registration_from_load_component(self, client: MLClient, randstr: Callable[[str], str]) -> None: command_component = load_component(source="./tests/test_configs/components/helloworld_component.yml") component_resource = client.components.create_or_update(command_component, is_anonymous=True) @@ -674,7 +655,7 @@ def get_component_list(): client.components.restore(name=name, version=version_archived) assert version_archived in get_component_list() - @pytest.mark.skip(reason="Task 1791832: Inefficient, possibly causing testing pipeline to time out.") + @pytest.mark.skipif(condition=not is_live(), reason="target to verify service-side behavior") def test_component_archive_restore_container(self, client: MLClient, randstr: Callable[[str], str]) -> None: name = randstr("name") create_component(client, name) @@ -719,23 +700,26 @@ def test_component_validate_via_schema(self, client: MLClient, randstr: Callable "command": "Invalid data binding expression: inputs.non_existent, outputs.non_existent", } - @pytest.mark.skip(reason="flaky test") + @pytest.mark.skipif( + condition=not is_live(), + reason="registry test, may fail in playback mode during retrieving registry client", + ) def test_component_create_get_list_from_registry( - self, only_registry_client: MLClient, randstr: Callable[[str], str] + self, pipelines_registry_client: MLClient, randstr: Callable[[str], str] ) -> None: component_name = randstr("component_name") - component_resource = create_component(only_registry_client, component_name) + component_resource = create_component(pipelines_registry_client, component_name) assert component_resource.name == component_name assert component_resource.code assert component_resource.creation_context - component_get = only_registry_client.components.get(component_name, component_resource.version) + component_get = pipelines_registry_client.components.get(component_name, component_resource.version) assert component_resource._to_dict() == component_get._to_dict() assert component_resource.creation_context assert component_resource._source == "REMOTE.REGISTRY" - components = only_registry_client.components.list(name=component_name) + components = pipelines_registry_client.components.list(name=component_name) assert isinstance(components, ItemPaged) test_component = next(iter(components), None) assert isinstance(test_component, Component) diff --git a/sdk/ml/azure-ai-ml/tests/conftest.py b/sdk/ml/azure-ai-ml/tests/conftest.py index 62ef9416f740..f990db751970 100644 --- a/sdk/ml/azure-ai-ml/tests/conftest.py +++ b/sdk/ml/azure-ai-ml/tests/conftest.py @@ -319,6 +319,16 @@ def crud_registry_client(e2e_ws_scope: OperationScope, auth: ClientSecretCredent ) +@pytest.fixture +def pipelines_registry_client(e2e_ws_scope: OperationScope, auth: ClientSecretCredential) -> MLClient: + """return a machine learning client using in Pipelines end-to-end tests.""" + return MLClient( + credential=auth, + logging_enable=getenv(E2E_TEST_LOGGING_ENABLED), + registry_name="sdk-canary", + ) + + @pytest.fixture def resource_group_name(location: str) -> str: return f"test-rg-{location}-v2-{_get_week_format()}" diff --git a/sdk/ml/azure-ai-ml/tests/dsl/e2etests/test_dsl_pipeline.py b/sdk/ml/azure-ai-ml/tests/dsl/e2etests/test_dsl_pipeline.py index d4a4981d487b..fc0290cdcdcd 100644 --- a/sdk/ml/azure-ai-ml/tests/dsl/e2etests/test_dsl_pipeline.py +++ b/sdk/ml/azure-ai-ml/tests/dsl/e2etests/test_dsl_pipeline.py @@ -1682,7 +1682,6 @@ def parallel_in_pipeline(job_data_path): assert_job_input_output_types(pipeline_job) assert pipeline_job.settings.default_compute == "cpu-cluster" - @pytest.mark.skip("TODO: re-record since job is in terminal state before cancel") def test_parallel_job(self, randstr: Callable[[str], str], client: MLClient): environment = "AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:5" inputs = { @@ -1712,7 +1711,6 @@ def test_parallel_job(self, randstr: Callable[[str], str], client: MLClient): name=randstr("pipeline_name"), description="The pipeline job with parallel function", tags={"owner": "sdkteam", "tag": "tagvalue"}, - default_compute="cpu-cluster", ) def parallel_in_pipeline(job_data_path): parallel_job = ParallelJob( @@ -1743,6 +1741,7 @@ def parallel_in_pipeline(job_data_path): mode=InputOutputModes.EVAL_MOUNT, ), ) + pipeline.settings.default_compute = "cpu-cluster" # submit job to workspace pipeline_job = assert_job_cancel(pipeline, client, experiment_name="parallel_in_pipeline") omit_fields = [ diff --git a/sdk/ml/azure-ai-ml/tests/internal/e2etests/test_pipeline_job.py b/sdk/ml/azure-ai-ml/tests/internal/e2etests/test_pipeline_job.py index 56d2e6b63ac4..42d4b8936de7 100644 --- a/sdk/ml/azure-ai-ml/tests/internal/e2etests/test_pipeline_job.py +++ b/sdk/ml/azure-ai-ml/tests/internal/e2etests/test_pipeline_job.py @@ -16,7 +16,7 @@ from azure.ai.ml.entities import Data, PipelineJob from azure.core.exceptions import HttpResponseError -from test_utilities.utils import assert_job_cancel +from test_utilities.utils import assert_job_cancel, sleep_if_live from .._utils import DATA_VERSION, PARAMETERS_TO_TEST, set_run_settings, TEST_CASE_NAME_ENUMERATE, \ get_expected_runsettings_items @@ -105,7 +105,6 @@ def test_pipeline_job_with_anonymous_internal_component( self._test_component(node_func, inputs, runsettings_dict, pipeline_runsettings_dict, client) - @pytest.mark.skip(reason="TODO: can't find newly registered component?") @pytest.mark.parametrize( "test_case_i,test_case_name", TEST_CASE_NAME_ENUMERATE, @@ -122,7 +121,7 @@ def test_pipeline_job_with_registered_internal_component( component_to_register = load_component(yaml_path, params_override=[{"name": component_name}]) component_resource = client.components.create_or_update(component_to_register) - + sleep_if_live(5) created_component = client.components.get(component_name, component_resource.version) self._test_component(created_component, inputs, runsettings_dict, pipeline_runsettings_dict, client) diff --git a/sdk/ml/azure-ai-ml/tests/pipeline_job/_util.py b/sdk/ml/azure-ai-ml/tests/pipeline_job/_util.py index 2c8329e1c7e8..7e588bc3c7ea 100644 --- a/sdk/ml/azure-ai-ml/tests/pipeline_job/_util.py +++ b/sdk/ml/azure-ai-ml/tests/pipeline_job/_util.py @@ -4,6 +4,7 @@ from azure.core.exceptions import HttpResponseError _PIPELINE_JOB_TIMEOUT_SECOND = 20 * 60 # timeout for pipeline job's tests, unit in second. +_PIPELINE_JOB_LONG_RUNNING_TIMEOUT_SECOND = 40 * 60 # timeout for pipeline job's long-running tests, unit in second. DATABINDING_EXPRESSION_TEST_CASES = [ ( diff --git a/sdk/ml/azure-ai-ml/tests/pipeline_job/e2etests/test_pipeline_job.py b/sdk/ml/azure-ai-ml/tests/pipeline_job/e2etests/test_pipeline_job.py index 091e0c5c2208..54d89dbe634f 100644 --- a/sdk/ml/azure-ai-ml/tests/pipeline_job/e2etests/test_pipeline_job.py +++ b/sdk/ml/azure-ai-ml/tests/pipeline_job/e2etests/test_pipeline_job.py @@ -1,7 +1,4 @@ -import json import os.path -import re -from datetime import datetime from pathlib import Path from typing import Any, Callable, Dict @@ -9,8 +6,12 @@ from devtools_testutils import is_live import pydash import pytest -from marshmallow import ValidationError -from test_utilities.utils import _PYTEST_TIMEOUT_METHOD, assert_job_cancel, wait_until_done, sleep_if_live +from test_utilities.utils import ( + assert_job_cancel, + sleep_if_live, + wait_until_done, + _PYTEST_TIMEOUT_METHOD, +) from azure.ai.ml import Input, MLClient, load_component, load_data, load_job from azure.ai.ml._utils._arm_id_utils import AMLVersionedArmId @@ -19,14 +20,13 @@ from azure.ai.ml.constants._job.pipeline import PipelineConstants from azure.ai.ml.entities import Component, Job, PipelineJob from azure.ai.ml.entities._builders import Command, Pipeline -from azure.ai.ml.entities._builders.do_while import DoWhile from azure.ai.ml.entities._builders.parallel import Parallel from azure.ai.ml.entities._builders.spark import Spark from azure.ai.ml.exceptions import JobException -from azure.ai.ml.operations._run_history_constants import JobStatus -from azure.core.exceptions import HttpResponseError, ResourceNotFoundError +from azure.core.exceptions import HttpResponseError from .._util import ( + _PIPELINE_JOB_LONG_RUNNING_TIMEOUT_SECOND, _PIPELINE_JOB_TIMEOUT_SECOND, DATABINDING_EXPRESSION_TEST_CASES, DATABINDING_EXPRESSION_TEST_CASE_ENUMERATE, @@ -47,19 +47,6 @@ def assert_job_input_output_types(job: PipelineJob): assert isinstance(output, NodeOutput) -@pytest.fixture -def generate_weekly_fixed_job_name(variable_recorder) -> str: - def create_or_record_weekly_fixed_job_name(job_name: str): - """Add a week postfix to job name, make it a weekly fixed name.""" - c = datetime.utcnow().isocalendar() # follow CI workspace generate rule - return variable_recorder.get_or_record(job_name, f"{job_name}_{c[0]}W{c[1]}") - - return create_or_record_weekly_fixed_job_name - - -# previous bodiless_matcher fixture doesn't take effect because of typo, please add it in method level if needed - - @pytest.mark.usefixtures( "recorded_test", "mock_code_hash", @@ -139,34 +126,6 @@ def test_pipeline_job_with_spark_job( # The spark job must be translated to component job in the pipeline job. assert isinstance(job, Spark) - @pytest.mark.skip(reason="TODO: 1795498, test will fail if create new job and immediately cancel it.") - def test_pipeline_job_get_child_run(self, client: MLClient, generate_weekly_fixed_job_name: Callable[[str], str]): - job_name = "{}_{}".format( - generate_weekly_fixed_job_name(job_name="helloworld_pipeline_job_quick_with_output"), - "test_pipeline_job_get_child_run", - ) - try: - job = client.jobs.get(job_name) - except ResourceNotFoundError: - job = assert_job_cancel( - load_job( - source="./tests/test_configs/pipeline_jobs/helloworld_pipeline_job_quick_with_output.yml", - params_override=[{"name": job_name}], - ), - client=client, - ) - - child_job = next( - job - for job in client.jobs.list(parent_job_name=job.name) - if job.display_name == "hello_world_inline_commandjob_1" - ) - - retrieved_child_run = client.jobs.get(child_job.name) - - assert isinstance(retrieved_child_run, Job) - assert retrieved_child_run.name == child_job.name - @pytest.mark.parametrize( "pipeline_job_path", [ @@ -562,9 +521,6 @@ def test_pipeline_job_with_command_job( actual_dict = pydash.omit(pipeline_dict["properties"], *fields_to_omit) assert actual_dict == expected_dict - @pytest.mark.skipif( - condition=not is_live(), reason="need further investigation for these cases unreliability under none live mode" - ) @pytest.mark.parametrize( "pipeline_job_path", [ @@ -721,73 +677,6 @@ def test_pipeline_job_dependency_label_resolution(self, client: MLClient, randst created_job = client.jobs.create_or_update(pipeline_job) assert created_job.jobs[job_key].component == f"{component_name}:{component_versions[-1]}" - @pytest.mark.skipif(condition=not is_live(), reason="test download behaviour in live test.") - def test_pipeline_job_download( - self, client: MLClient, tmp_path: Path, generate_weekly_fixed_job_name: Callable[[str], str] - ) -> None: - job_name = "{}_{}".format( - generate_weekly_fixed_job_name(job_name="helloworld_pipeline_job_quick_with_output"), - "test_pipeline_job_download", - ) - try: - job = client.jobs.get(job_name) - except ResourceNotFoundError: - job = client.jobs.create_or_update( - load_job( - source="./tests/test_configs/pipeline_jobs/helloworld_pipeline_job_quick_with_output.yml", - params_override=[{"name": job_name}], - ) - ) - job_status = wait_until_done(client, job, timeout=60) - client.jobs.download(name=job.name, download_path=tmp_path) - if job_status != JobStatus.CANCELED: - artifact_dir = tmp_path / "artifacts" - assert artifact_dir.exists() - assert next(artifact_dir.iterdir(), None), "No artifacts were downloaded" - else: - print("Job is canceled, not execute downloaded artifacts assertion.") - - @pytest.mark.skipif(condition=not is_live(), reason="test download behaviour in live test.") - def test_pipeline_job_child_run_download( - self, client: MLClient, tmp_path: Path, generate_weekly_fixed_job_name: Callable[[str], str] - ) -> None: - job_name = "{}_{}".format( - generate_weekly_fixed_job_name(job_name="helloworld_pipeline_job_quick_with_output"), - "test_pipeline_job_child_run_download", - ) - try: - job = client.jobs.get(job_name) - except ResourceNotFoundError: - job = client.jobs.create_or_update( - load_job( - source="./tests/test_configs/pipeline_jobs/helloworld_pipeline_job_quick_with_output.yml", - params_override=[{"name": job_name}], - ) - ) - - job_status = wait_until_done(client, job, timeout=300) - if job_status == JobStatus.CANCELED: - print("Job is canceled, not execute downloaded artifacts assertion.") - return - - child_job = next( - job - for job in client.jobs.list(parent_job_name=job.name) - if job.display_name == "hello_world_inline_commandjob_1" - ) - client.jobs.download(name=child_job.name, download_path=tmp_path) - client.jobs.download( - name=child_job.name, - download_path=tmp_path, - output_name="component_out_path_1", - ) - artifact_dir = tmp_path / "artifacts" - output_dir = tmp_path / "named-outputs" / "component_out_path_1" - assert artifact_dir.exists() - assert next(artifact_dir.iterdir(), None), "No artifacts were downloaded" - assert output_dir.exists() - assert next(output_dir.iterdir(), None), "No artifacts were downloaded" - def test_sample_job_dump(self, client: MLClient, randstr: Callable[[str], str]): job = client.jobs.create_or_update( load_job( @@ -1475,49 +1364,107 @@ def test_pipeline_node_with_default_component(self, client: MLClient, randstr: C "enable_pipeline_private_preview_features", "mock_asset_name", "mock_component_hash", + "enable_environment_id_arm_expansion", ) -@pytest.mark.timeout(timeout=_PIPELINE_JOB_TIMEOUT_SECOND, method=_PYTEST_TIMEOUT_METHOD) +@pytest.mark.timeout(timeout=_PIPELINE_JOB_LONG_RUNNING_TIMEOUT_SECOND, method=_PYTEST_TIMEOUT_METHOD) @pytest.mark.e2etest @pytest.mark.pipeline_test -class TestPipelineJobReuse(AzureRecordedTestCase): - @pytest.mark.skip(reason="flaky test") +@pytest.mark.skipif(condition=not is_live(), reason="no need to run in playback mode") +class TestPipelineJobLongRunning(AzureRecordedTestCase): + """Long-running tests that require pipeline job completed.""" + def test_pipeline_job_get_child_run(self, client: MLClient, randstr: Callable[[str], str]): + pipeline_job = load_job( + source="./tests/test_configs/pipeline_jobs/helloworld_pipeline_job_quick_with_output.yml", + params_override=[{"name": randstr("name")}], + ) + job = client.jobs.create_or_update(pipeline_job) + wait_until_done(client, job) + child_job = next( + job + for job in client.jobs.list(parent_job_name=job.name) + if job.display_name == "hello_world_inline_commandjob_1" + ) + retrieved_child_run = client.jobs.get(child_job.name) + assert isinstance(retrieved_child_run, Job) + assert retrieved_child_run.name == child_job.name + + def test_pipeline_job_download( + self, client: MLClient, randstr: Callable[[str], str], tmp_path: Path + ) -> None: + job = client.jobs.create_or_update( + load_job( + source="./tests/test_configs/pipeline_jobs/helloworld_pipeline_job_quick_with_output.yml", + params_override=[{"name": randstr("job_name")}], + ) + ) + wait_until_done(client, job) + client.jobs.download(name=job.name, download_path=tmp_path) + artifact_dir = tmp_path / "artifacts" + assert artifact_dir.exists() + assert next(artifact_dir.iterdir(), None), "No artifacts were downloaded" + + def test_pipeline_job_child_run_download( + self, client: MLClient, randstr: Callable[[str], str], tmp_path: Path + ) -> None: + job = client.jobs.create_or_update( + load_job( + source="./tests/test_configs/pipeline_jobs/helloworld_pipeline_job_quick_with_output.yml", + params_override=[{"name": randstr("job_name")}], + ) + ) + wait_until_done(client, job) + child_job = next( + job + for job in client.jobs.list(parent_job_name=job.name) + if job.display_name == "hello_world_inline_commandjob_1" + ) + client.jobs.download(name=child_job.name, download_path=tmp_path) + client.jobs.download( + name=child_job.name, + download_path=tmp_path, + output_name="component_out_path_1", + ) + artifact_dir = tmp_path / "artifacts" + output_dir = tmp_path / "named-outputs" / "component_out_path_1" + assert artifact_dir.exists() + assert next(artifact_dir.iterdir(), None), "No artifacts were downloaded" + assert output_dir.exists() + assert next(output_dir.iterdir(), None), "No artifacts were downloaded" + + @pytest.mark.disable_mock_code_hash def test_reused_pipeline_child_job_download( self, client: MLClient, randstr: Callable[[str], str], tmp_path: Path, - generate_weekly_fixed_job_name: Callable[[str], str], ) -> None: pipeline_spec_path = "./tests/test_configs/pipeline_jobs/reuse_child_job_download/pipeline.yml" + # ensure previous job exists for reuse - job_name = "{}_{}".format( - generate_weekly_fixed_job_name(job_name="hello_world_pipeline_job"), - "test_reused_pipeline_child_job_download", + job_name = randstr("job_name") + print(f"previous job name: {job_name}") + previous_job = client.jobs.create_or_update( + load_job(source=pipeline_spec_path, params_override=[{"name": job_name}]) ) - print(f"expected reused job name: {job_name}") - try: - previous_job = client.jobs.get(job_name) - except ResourceNotFoundError: - previous_job = client.jobs.create_or_update( - load_job(source=pipeline_spec_path, params_override=[{"name": job_name}]) - ) wait_until_done(client, previous_job) + # submit a new job that will reuse previous job new_job_name = randstr("new_job_name") + print(f"new job name: {new_job_name}") new_job = client.jobs.create_or_update( load_job(pipeline_spec_path, params_override=[{"name": new_job_name}]), ) - print(f"new submitted job name: {new_job_name}") wait_until_done(client, new_job) + # ensure reuse behavior, get child job and check child_jobs = [ job for job in client.jobs.list(parent_job_name=new_job_name) if job.display_name == "hello_world_component_inline" ] - assert len(child_jobs) == 1 # expected number of child job child_job = child_jobs[0] assert child_job.properties.get(PipelineConstants.REUSED_FLAG_FIELD) == PipelineConstants.REUSED_FLAG_TRUE + # download and check artifacts and named-outputs existence client.jobs.download(name=child_job.name, download_path=tmp_path) client.jobs.download(name=child_job.name, download_path=tmp_path, output_name="component_out_path") diff --git a/sdk/ml/azure-ai-ml/tests/pipeline_job/unittests/test_pipeline_job_schema.py b/sdk/ml/azure-ai-ml/tests/pipeline_job/unittests/test_pipeline_job_schema.py index 4450dd1072f1..7729ece7df79 100644 --- a/sdk/ml/azure-ai-ml/tests/pipeline_job/unittests/test_pipeline_job_schema.py +++ b/sdk/ml/azure-ai-ml/tests/pipeline_job/unittests/test_pipeline_job_schema.py @@ -377,7 +377,6 @@ def test_pipeline_job_components_with_inline_dataset( else: assert isinstance(job_input, Input) - @pytest.mark.skip(reason="Component Job is going away") def test_pipeline_component_job_with_outputs( self, mock_machinelearning_client: MLClient, mocker: MockFixture ) -> None: @@ -388,7 +387,7 @@ def test_pipeline_component_job_with_outputs( # Check that all outputs are present and are of type Input for output_name in yaml_obj["outputs"].keys(): job_obj_output = job.outputs.get(output_name, None) - assert job_obj_output + assert job_obj_output is not None assert isinstance(job_obj_output, PipelineOutput) job_obj_output = job_obj_output._to_job_output() assert isinstance(job_obj_output, Output) @@ -399,13 +398,13 @@ def test_pipeline_component_job_with_outputs( assert component_job is not None for output_name, output_value in job_value["outputs"].items(): component_job_output = component_job.outputs.get(output_name, None) - assert component_job_output + assert component_job_output is not None if isinstance(output_value, dict): # case where user specifies inline output assert output_value["mode"] == component_job_output.mode else: # case where user specifies an input binding - assert output_value == component_job_output._to_job_output() + assert output_value == component_job_output._data # Convert to REST object and check that all outputs were correctly turned into REST format mocker.patch( @@ -537,12 +536,10 @@ def test_pipeline_component_job_with_outputs( # Check that outputs were properly converted from REST format to SDK format for output_name, output_value in rest_job.properties.outputs.items(): from_rest_output = from_rest_job.outputs.get(output_name, None) - assert from_rest_output + assert from_rest_output is not None assert isinstance(from_rest_output, PipelineOutput) from_rest_output = from_rest_output._to_job_output() assert isinstance(from_rest_output, Output) - # TODO https://msdata.visualstudio.com/Vienna/_workitems/edit/1318153: Put this check back once outputs work again - # self._check_data_output_from_rest_formatting(output_value.data, from_rest_output) # Check that outputs were properly converted from REST format to SDK format for each ComponentJob from_rest_component_job = from_rest_job.jobs.get("multiple_data_component", None) diff --git a/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_create_get_list_from_registry.json b/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_create_get_list_from_registry.json deleted file mode 100644 index 9d101eb16aec..000000000000 --- a/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_create_get_list_from_registry.json +++ /dev/null @@ -1,807 +0,0 @@ -{ - "Entries": [ - { - "RequestUri": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/v2.0/.well-known/openid-configuration", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "*/*", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azsdk-python-identity/1.11.0b4 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Access-Control-Allow-Methods": "GET, OPTIONS", - "Access-Control-Allow-Origin": "*", - "Cache-Control": "max-age=86400, private", - "Content-Length": "1753", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:36 GMT", - "P3P": "CP=\u0022DSP CUR OTPi IND OTRi ONL FIN\u0022", - "Set-Cookie": [ - "fpc=Au3WU9YL9qRBnJHi5Jm5V4HwQhvHEAAAAHAtm9oOAAAARUxcfQoAAABaLJvaDgAAAA; expires=Sun, 25-Sep-2022 21:09:36 GMT; path=/; secure; HttpOnly; SameSite=None", - "x-ms-gateway-slice=estsfd; path=/; secure; samesite=none; httponly", - "stsservicecookie=estsfd; path=/; secure; samesite=none; httponly" - ], - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "X-Content-Type-Options": "nosniff", - "x-ms-ests-server": "2.1.13562.11 - EUS ProdSlices", - "X-XSS-Protection": "0" - }, - "ResponseBody": { - "token_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/token", - "token_endpoint_auth_methods_supported": [ - "client_secret_post", - "private_key_jwt", - "client_secret_basic" - ], - "jwks_uri": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/discovery/v2.0/keys", - "response_modes_supported": [ - "query", - "fragment", - "form_post" - ], - "subject_types_supported": [ - "pairwise" - ], - "id_token_signing_alg_values_supported": [ - "RS256" - ], - "response_types_supported": [ - "code", - "id_token", - "code id_token", - "id_token token" - ], - "scopes_supported": [ - "openid", - "profile", - "email", - "offline_access" - ], - "issuer": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/v2.0", - "request_uri_parameter_supported": false, - "userinfo_endpoint": "https://graph.microsoft.com/oidc/userinfo", - "authorization_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/authorize", - "device_authorization_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/devicecode", - "http_logout_supported": true, - "frontchannel_logout_supported": true, - "end_session_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/logout", - "claims_supported": [ - "sub", - "iss", - "cloud_instance_name", - "cloud_instance_host_name", - "cloud_graph_host_name", - "msgraph_host", - "aud", - "exp", - "iat", - "auth_time", - "acr", - "nonce", - "preferred_username", - "name", - "tid", - "ver", - "at_hash", - "c_hash", - "email" - ], - "kerberos_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/kerberos", - "tenant_region_scope": "WW", - "cloud_instance_name": "microsoftonline.com", - "cloud_graph_host_name": "graph.windows.net", - "msgraph_host": "graph.microsoft.com", - "rbac_url": "https://pas.windows.net" - } - }, - { - "RequestUri": "https://login.microsoftonline.com/common/discovery/instance?api-version=1.1\u0026authorization_endpoint=https://login.microsoftonline.com/common/oauth2/authorize", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Cookie": "fpc=Au3WU9YL9qRBnJHi5Jm5V4HwQhvHEAAAAHAtm9oOAAAARUxcfQoAAABaLJvaDgAAAA; stsservicecookie=estsfd; x-ms-gateway-slice=estsfd", - "User-Agent": "azsdk-python-identity/1.11.0b4 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Access-Control-Allow-Methods": "GET, OPTIONS", - "Access-Control-Allow-Origin": "*", - "Cache-Control": "max-age=86400, private", - "Content-Length": "945", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:36 GMT", - "P3P": "CP=\u0022DSP CUR OTPi IND OTRi ONL FIN\u0022", - "Set-Cookie": [ - "fpc=Au3WU9YL9qRBnJHi5Jm5V4HwQhvHEAAAAHAtm9oOAAAARUxcfQoAAABaLJvaDgAAAA; expires=Sun, 25-Sep-2022 21:09:36 GMT; path=/; secure; HttpOnly; SameSite=None", - "x-ms-gateway-slice=estsfd; path=/; secure; samesite=none; httponly", - "stsservicecookie=estsfd; path=/; secure; samesite=none; httponly" - ], - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "X-Content-Type-Options": "nosniff", - "x-ms-ests-server": "2.1.13481.12 - SCUS ProdSlices", - "X-XSS-Protection": "0" - }, - "ResponseBody": { - "tenant_discovery_endpoint": "https://login.microsoftonline.com/common/.well-known/openid-configuration", - "api-version": "1.1", - "metadata": [ - { - "preferred_network": "login.microsoftonline.com", - "preferred_cache": "login.windows.net", - "aliases": [ - "login.microsoftonline.com", - "login.windows.net", - "login.microsoft.com", - "sts.windows.net" - ] - }, - { - "preferred_network": "login.partner.microsoftonline.cn", - "preferred_cache": "login.partner.microsoftonline.cn", - "aliases": [ - "login.partner.microsoftonline.cn", - "login.chinacloudapi.cn" - ] - }, - { - "preferred_network": "login.microsoftonline.de", - "preferred_cache": "login.microsoftonline.de", - "aliases": [ - "login.microsoftonline.de" - ] - }, - { - "preferred_network": "login.microsoftonline.us", - "preferred_cache": "login.microsoftonline.us", - "aliases": [ - "login.microsoftonline.us", - "login.usgovcloudapi.net" - ] - }, - { - "preferred_network": "login-us.microsoftonline.com", - "preferred_cache": "login-us.microsoftonline.com", - "aliases": [ - "login-us.microsoftonline.com" - ] - } - ] - } - }, - { - "RequestUri": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/token", - "RequestMethod": "POST", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "client-request-id": "e4fcc014-ca63-4175-bfc3-791ae7579240", - "Connection": "keep-alive", - "Content-Length": "292", - "Content-Type": "application/x-www-form-urlencoded", - "Cookie": "fpc=Au3WU9YL9qRBnJHi5Jm5V4HwQhvHEAAAAHAtm9oOAAAARUxcfQoAAABaLJvaDgAAAA; stsservicecookie=estsfd; x-ms-gateway-slice=estsfd", - "User-Agent": "azsdk-python-identity/1.11.0b4 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-client-cpu": "x64", - "x-client-current-telemetry": "4|730,0|", - "x-client-last-telemetry": "4|0|||", - "x-client-os": "win32", - "x-client-sku": "MSAL.Python", - "x-client-ver": "1.18.0", - "x-ms-lib-capability": "retry-after, h429" - }, - "RequestBody": "client_id=5019366a-3f7a-4d18-adae-d2483c23e1ee\u0026grant_type=client_credentials\u0026client_info=1\u0026client_secret=5FL8Q~~BBdJpY_y.KpA94zzLZv2Czg.uYQAmfaMZ\u0026claims=%7B%22access_token%22%3A\u002B%7B%22xms_cc%22%3A\u002B%7B%22values%22%3A\u002B%5B%22CP1%22%5D%7D%7D%7D\u0026scope=https%3A%2F%2Fmanagement.azure.com%2F.default", - "StatusCode": 200, - "ResponseHeaders": { - "Cache-Control": "no-store, no-cache", - "client-request-id": "e4fcc014-ca63-4175-bfc3-791ae7579240", - "Content-Length": "111", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:36 GMT", - "Expires": "-1", - "P3P": "CP=\u0022DSP CUR OTPi IND OTRi ONL FIN\u0022", - "Pragma": "no-cache", - "Set-Cookie": [ - "fpc=Au3WU9YL9qRBnJHi5Jm5V4HwQhvHEQAAAHAtm9oOAAAARUxcfQoAAABaLJvaDgAAAA; expires=Sun, 25-Sep-2022 21:09:36 GMT; path=/; secure; HttpOnly; SameSite=None", - "x-ms-gateway-slice=estsfd; path=/; secure; samesite=none; httponly", - "stsservicecookie=estsfd; path=/; secure; samesite=none; httponly" - ], - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "X-Content-Type-Options": "nosniff", - "x-ms-clitelem": "1,0,0,,", - "x-ms-ests-server": "2.1.13562.11 - EUS ProdSlices", - "X-XSS-Protection": "0" - }, - "ResponseBody": { - "token_type": "Bearer", - "expires_in": 86399, - "ext_expires_in": 86399, - "refresh_in": 43199, - "access_token": "Sanitized" - } - }, - { - "RequestUri": "https://eastus.api.azureml.ms/registrymanagement/v1.0/registries/testFeed/discovery", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "application/json, text/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Encoding": "gzip", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:37 GMT", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "Transfer-Encoding": "chunked", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus-01", - "X-Content-Type-Options": "nosniff", - "x-ms-response-type": "standard", - "x-request-time": "0.017" - }, - "ResponseBody": { - "registryId": "3b513a6b-f110-4e7f-9ce3-472b5aa28170", - "registryName": "testFeed", - "tenantId": "72f988bf-86f1-41af-91ab-2d7cd011db47", - "primaryRegion": "centraluseuap", - "regions": [ - "centraluseuap" - ], - "subscriptionId": "4f26493f-21d2-4726-92ea-1ddd550b1d27", - "resourceGroup": "test-registries", - "workspaceName": null, - "primaryRegionResourceProviderUri": "https://cert-master.experiments.azureml-test.net/", - "registryFqdns": { - "centraluseuap": { - "uri": "https://3b513a6b-f110-4e7f-9ce3-472b5aa28170.registry.master.api.azureml-test.ms" - } - } - } - }, - { - "RequestUri": "https://eastus.api.azureml.ms/registrymanagement/v1.0/registries/testFeed/discovery", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "application/json, text/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Encoding": "gzip", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:37 GMT", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "Transfer-Encoding": "chunked", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus-01", - "X-Content-Type-Options": "nosniff", - "x-ms-response-type": "standard", - "x-request-time": "0.032" - }, - "ResponseBody": { - "registryId": "3b513a6b-f110-4e7f-9ce3-472b5aa28170", - "registryName": "testFeed", - "tenantId": "72f988bf-86f1-41af-91ab-2d7cd011db47", - "primaryRegion": "centraluseuap", - "regions": [ - "centraluseuap" - ], - "subscriptionId": "4f26493f-21d2-4726-92ea-1ddd550b1d27", - "resourceGroup": "test-registries", - "workspaceName": null, - "primaryRegionResourceProviderUri": "https://cert-master.experiments.azureml-test.net/", - "registryFqdns": { - "centraluseuap": { - "uri": "https://3b513a6b-f110-4e7f-9ce3-472b5aa28170.registry.master.api.azureml-test.ms" - } - } - } - }, - { - "RequestUri": "https://cert-master.experiments.azureml-test.net/mferp/managementfrontend/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/registries/testFeed/tempdatarefs/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1?api-version=2021-10-01-dataplanepreview", - "RequestMethod": "PUT", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Content-Length": "154", - "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": { - "assetId": "azureml://registries/testFeed/codes/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1", - "temporaryDataReferenceType": "TemporaryBlobReference" - }, - "StatusCode": 200, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Encoding": "gzip", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:38 GMT", - "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", - "Server-Timing": "traceparent;desc=\u002200-735f82211c2e2e876827f5e64ee004bb-1615cee2fada6cf1-00\u0022", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "Transfer-Encoding": "chunked", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-test-westus2-01", - "X-Content-Type-Options": [ - "nosniff", - "nosniff" - ], - "x-ms-response-type": "standard", - "x-request-time": "0.929" - }, - "ResponseBody": { - "blobReferenceForConsumption": { - "blobUri": "https://feedmaster2.blob.core.windows.net:443/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb", - "storageAccountArmId": "/subscriptions/ad203158-bc5d-4e72-b764-2607833a71dc/resourceGroups/vienna-test-westus2/providers/Microsoft.Storage/storageAccounts/feedmaster2", - "credential": { - "credentialType": "SAS", - "sasUri": "https://feedmaster2.blob.core.windows.net/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb?sv=2019-07-07\u0026sr=c\u0026sig=Jpxzw%2BDGEzrDFXp1HidlXWcr0OixMC1tyWJ6V%2F3a5vs%3D\u0026spr=https\u0026skoid=e3f42e2c-d581-4b65-a966-631cfa961328\u0026sktid=72f988bf-86f1-41af-91ab-2d7cd011db47\u0026skt=2022-08-26T19%3A55%3A35Z\u0026ske=2022-08-28T04%3A05%3A35Z\u0026sks=b\u0026skv=2019-07-07\u0026st=2022-08-26T20%3A59%3A38Z\u0026se=2022-08-27T05%3A09%3A38Z\u0026sp=rcwl", - "wasbsUri": null - } - }, - "imageReferenceForConsumption": null, - "temporaryDataReferenceId": "39c05ab4-e166-413e-9af3-3392880ab170", - "temporaryDataReferenceType": null - } - }, - { - "RequestUri": "https://feedmaster2.blob.core.windows.net/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb/COMPONENT_PLACEHOLDER?sv=2019-07-07\u0026sr=c\u0026sig=Jpxzw%2BDGEzrDFXp1HidlXWcr0OixMC1tyWJ6V%2F3a5vs%3D\u0026spr=https\u0026skoid=e3f42e2c-d581-4b65-a966-631cfa961328\u0026sktid=72f988bf-86f1-41af-91ab-2d7cd011db47\u0026skt=2022-08-26T19%3A55%3A35Z\u0026ske=2022-08-28T04%3A05%3A35Z\u0026sks=b\u0026skv=2019-07-07\u0026st=2022-08-26T20%3A59%3A38Z\u0026se=2022-08-27T05%3A09%3A38Z\u0026sp=rcwl", - "RequestMethod": "HEAD", - "RequestHeaders": { - "Accept": "application/xml", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.12.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-ms-date": "Fri, 26 Aug 2022 21:09:39 GMT", - "x-ms-version": "2021-06-08" - }, - "RequestBody": null, - "StatusCode": 404, - "ResponseHeaders": { - "Date": "Fri, 26 Aug 2022 21:09:39 GMT", - "Server": [ - "Windows-Azure-Blob/1.0", - "Microsoft-HTTPAPI/2.0" - ], - "Transfer-Encoding": "chunked", - "x-ms-error-code": "BlobNotFound", - "x-ms-version": "2021-06-08" - }, - "ResponseBody": null - }, - { - "RequestUri": "https://feedmaster2.blob.core.windows.net/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb/COMPONENT_PLACEHOLDER?sv=2019-07-07\u0026sr=c\u0026sig=Jpxzw%2BDGEzrDFXp1HidlXWcr0OixMC1tyWJ6V%2F3a5vs%3D\u0026spr=https\u0026skoid=e3f42e2c-d581-4b65-a966-631cfa961328\u0026sktid=72f988bf-86f1-41af-91ab-2d7cd011db47\u0026skt=2022-08-26T19%3A55%3A35Z\u0026ske=2022-08-28T04%3A05%3A35Z\u0026sks=b\u0026skv=2019-07-07\u0026st=2022-08-26T20%3A59%3A38Z\u0026se=2022-08-27T05%3A09%3A38Z\u0026sp=rcwl", - "RequestMethod": "PUT", - "RequestHeaders": { - "Accept": "application/xml", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Content-Length": "35", - "Content-Type": "application/octet-stream", - "If-None-Match": "*", - "User-Agent": "azsdk-python-storage-blob/12.12.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-ms-blob-type": "BlockBlob", - "x-ms-date": "Fri, 26 Aug 2022 21:09:39 GMT", - "x-ms-version": "2021-06-08" - }, - "RequestBody": "Y29tbWFuZF9jb21wb25lbnQ6IGNvZGVfcGxhY2Vob2xkZXI=", - "StatusCode": 201, - "ResponseHeaders": { - "Content-Length": "0", - "Content-MD5": "L/DnSpFIn\u002BjaQWc\u002BsUQdcw==", - "Date": "Fri, 26 Aug 2022 21:09:39 GMT", - "ETag": "\u00220x8DA87A749FF8F52\u0022", - "Last-Modified": "Fri, 26 Aug 2022 21:09:39 GMT", - "Server": [ - "Windows-Azure-Blob/1.0", - "Microsoft-HTTPAPI/2.0" - ], - "x-ms-content-crc64": "KWRPkj\u002BQ\u002BTE=", - "x-ms-request-server-encrypted": "true", - "x-ms-version": "2021-06-08" - }, - "ResponseBody": null - }, - { - "RequestUri": "https://feedmaster2.blob.core.windows.net/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb/COMPONENT_PLACEHOLDER?comp=metadata\u0026sv=2019-07-07\u0026sr=c\u0026sig=Jpxzw%2BDGEzrDFXp1HidlXWcr0OixMC1tyWJ6V%2F3a5vs%3D\u0026spr=https\u0026skoid=e3f42e2c-d581-4b65-a966-631cfa961328\u0026sktid=72f988bf-86f1-41af-91ab-2d7cd011db47\u0026skt=2022-08-26T19%3A55%3A35Z\u0026ske=2022-08-28T04%3A05%3A35Z\u0026sks=b\u0026skv=2019-07-07\u0026st=2022-08-26T20%3A59%3A38Z\u0026se=2022-08-27T05%3A09%3A38Z\u0026sp=rcwl", - "RequestMethod": "PUT", - "RequestHeaders": { - "Accept": "application/xml", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Content-Length": "0", - "User-Agent": "azsdk-python-storage-blob/12.12.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-ms-date": "Fri, 26 Aug 2022 21:09:39 GMT", - "x-ms-meta-upload_status": "completed", - "x-ms-version": "2021-06-08" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Content-Length": "0", - "Date": "Fri, 26 Aug 2022 21:09:39 GMT", - "ETag": "\u00220x8DA87A74A0ECF55\u0022", - "Last-Modified": "Fri, 26 Aug 2022 21:09:39 GMT", - "Server": [ - "Windows-Azure-Blob/1.0", - "Microsoft-HTTPAPI/2.0" - ], - "x-ms-request-server-encrypted": "true", - "x-ms-version": "2021-06-08" - }, - "ResponseBody": null - }, - { - "RequestUri": "https://cert-master.experiments.azureml-test.net/mferp/managementfrontend/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/registries/testFeed/codes/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1?api-version=2021-10-01-dataplanepreview", - "RequestMethod": "PUT", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Content-Length": "286", - "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": { - "properties": { - "properties": { - "hash_sha256": "6807f9c9ee9f726461628977454eb1ba222ad5d03ee26d356e0a29c46fab14b0", - "hash_version": "202208" - }, - "isAnonymous": true, - "isArchived": false, - "codeUri": "https://feedmaster2.blob.core.windows.net/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb/" - } - }, - "StatusCode": 202, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Length": "4", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:09:43 GMT", - "Location": "https://master.api.azureml-test.ms/assetstore/v1.0/operations/-qj_94kHTXqV1L2zqHB_QSgSViYppPdwoZUZRIXqy8Y", - "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "x-aml-cluster": "vienna-test-westus2-01", - "X-Content-Type-Options": "nosniff", - "x-ms-async-operation-timeout": "PT1H", - "x-ms-response-type": "standard", - "x-request-time": "4.078" - }, - "ResponseBody": "null" - }, - { - "RequestUri": "https://master.api.azureml-test.ms/assetstore/v1.0/operations/-qj_94kHTXqV1L2zqHB_QSgSViYppPdwoZUZRIXqy8Y", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "*/*", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Length": "102", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:10:14 GMT", - "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "x-aml-cluster": "vienna-test-westus2-01", - "X-Content-Type-Options": "nosniff", - "x-ms-response-type": "standard", - "x-request-time": "0.024" - }, - "ResponseBody": { - "assetId": "azureml://registries/testFeed/codes/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1" - } - }, - { - "RequestUri": "https://cert-master.experiments.azureml-test.net/mferp/managementfrontend/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/registries/testFeed/codes/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1?api-version=2021-10-01-dataplanepreview", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Encoding": "gzip", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:10:15 GMT", - "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", - "Server-Timing": "traceparent;desc=\u002200-95ad22367fd15a91a708813783d8b177-3a8258303d8fe952-00\u0022", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "Transfer-Encoding": "chunked", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-test-westus2-01", - "X-Content-Type-Options": [ - "nosniff", - "nosniff" - ], - "x-ms-response-type": "standard", - "x-request-time": "1.095" - }, - "ResponseBody": { - "id": "azureml://registries/testFeed/codes/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1", - "name": "1", - "type": "Microsoft.MachineLearningServices/registries/codes/versions", - "properties": { - "description": null, - "tags": {}, - "properties": { - "hash_sha256": "6807f9c9ee9f726461628977454eb1ba222ad5d03ee26d356e0a29c46fab14b0", - "hash_version": "202208" - }, - "isArchived": false, - "isAnonymous": false, - "codeUri": "https://feedmaster2.blob.core.windows.net/testfeed-c5cca9f4-1498-5688-b285-24db6a149bbb/" - }, - "systemData": { - "createdAt": "2022-08-26T21:09:40.0740923\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T21:09:40.0740923\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" - } - } - }, - { - "RequestUri": "https://cert-master.experiments.azureml-test.net/mferp/managementfrontend/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/registries/testFeed/components/test_253420093056/versions/0.0.1?api-version=2021-10-01-dataplanepreview", - "RequestMethod": "PUT", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Content-Length": "1326", - "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": { - "properties": { - "description": "This is the basic command component", - "properties": {}, - "tags": { - "tag": "tagvalue", - "owner": "sdkteam" - }, - "isAnonymous": false, - "isArchived": false, - "componentSpec": { - "command": "echo Hello World \u0026 echo [${{inputs.component_in_number}}] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", - "code": "azureml://registries/testFeed/codes/56a03d3a-ee89-42b4-b7bf-041148d17d9a/versions/1", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "name": "test_253420093056", - "description": "This is the basic command component", - "tags": { - "tag": "tagvalue", - "owner": "sdkteam" - }, - "version": "0.0.1", - "$schema": "https://azuremlschemas.azureedge.net/development/commandComponent.schema.json", - "display_name": "CommandComponentBasic", - "is_deterministic": true, - "inputs": { - "component_in_number": { - "type": "number", - "optional": true, - "default": "10.99", - "description": "A number" - }, - "component_in_path": { - "type": "uri_folder", - "description": "A path" - } - }, - "outputs": { - "component_out_path": { - "type": "uri_folder" - } - }, - "type": "command", - "_source": "YAML.COMPONENT" - } - } - }, - "StatusCode": 400, - "ResponseHeaders": { - "Connection": "keep-alive", - "Content-Length": "51046", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 21:10:16 GMT", - "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", - "Strict-Transport-Security": "max-age=15724800; includeSubDomains; preload", - "x-aml-cluster": "vienna-test-westus2-01", - "X-Content-Type-Options": "nosniff", - "x-ms-response-type": "error", - "x-request-time": "0.286" - }, - "ResponseBody": { - "error": { - "code": "UserError", - "message": "Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "details": [], - "additionalInfo": [ - { - "type": "ComponentName", - "info": { - "value": "managementfrontend" - } - }, - { - "type": "Correlation", - "info": { - "value": { - "operation": "d4148213ce540e9569edfd06154c2ccd", - "request": "e4123eeb5199242d" - } - } - }, - { - "type": "Environment", - "info": { - "value": "master" - } - }, - { - "type": "Location", - "info": { - "value": "westus2" - } - }, - { - "type": "Time", - "info": { - "value": "2022-08-26T21:10:16.3433829\u002B00:00" - } - }, - { - "type": "DebugInfo", - "info": { - "value": { - "type": "Microsoft.MachineLearning.Common.Core.ServiceInvocationException", - "message": "Service invocation failed!\r\nRequest: POST component.vienna-master.svc/component/v2.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/registries/testFeed/components/\r\nStatus Code: 400 BadRequest\r\nError Code: UserError/BadArgument/ArgumentInvalid\r\nReason Phrase: Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/test-rg-\r\nResponse Body: {\n \u0022error\u0022: {\n \u0022code\u0022: \u0022UserError\u0022,\n \u0022severity\u0022: null,\n \u0022message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022messageFormat\u0022: null,\n \u0022messageParameters\u0022: null,\n \u0022referenceCode\u0022: null,\n \u0022detailsUri\u0022: null,\n \u0022target\u0022: null,\n \u0022details\u0022: [],\n \u0022innerError\u0022: {\n \u0022code\u0022: \u0022BadArgument\u0022,\n \u0022innerError\u0022: {\n \u0022code\u0022: \u0022ArgumentInvalid\u0022,\n \u0022innerError\u0022: null\n }\n },\n \u0022debugInfo\u0022: {\n \u0022type\u0022: \u0022Microsoft.MachineLearning.Common.Core.ServiceInvocationException\u0022,\n \u0022message\u0022: \u0022Service invocation failed!\\r\\nRequest: POST environment-management.vienna-master.svc/environment/v1.0/consume/environmentReference\\r\\nStatus Code: 400 BadRequest\\r\\nError Code: UserError/BadArgument/ArgumentInvalid\\r\\nReason Phrase: Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/test-rg-\\r\\nResponse Body: {\\n \\\u0022error\\\u0022: {\\n \\\u0022code\\\u0022: \\\u0022UserError\\\u0022,\\n \\\u0022severity\\\u0022: null,\\n \\\u0022message\\\u0022: \\\u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\\\u0022,\\n \\\u0022messageFormat\\\u0022: \\\u0022Invalid AssetId: {assetId}\\\u0022,\\n \\\u0022messageParameters\\\u0022: {\\n \\\u0022assetId\\\u0022: \\\u0022azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\\\u0022\\n },\\n \\\u0022referenceCode\\\u0022: null,\\n \\\u0022detailsUri\\\u0022: null,\\n \\\u0022target\\\u0022: null,\\n \\\u0022details\\\u0022: [],\\n \\\u0022innerError\\\u0022: {\\n \\\u0022code\\\u0022: \\\u0022BadArgument\\\u0022,\\n \\\u0022innerError\\\u0022: {\\n \\\u0022code\\\u0022: \\\u0022ArgumentInvalid\\\u0022,\\n \\\u0022innerError\\\u0022: null\\n }\\n },\\n \\\u0022debugInfo\\\u0022: {\\n \\\u0022type\\\u0022: \\\u0022Microsoft.MachineLearning.EnvironmentManagement.Contracts.Errors.InvalidShortFormAssetIdException\\\u0022,\\n \\\u0022message\\\u0022: \\\u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\\\u0022,\\n \\\u0022stackTrace\\\u0022: \\\u0022 at Microsoft.MachineLearning.EnvironmentManagement.Services.EnvironmentDefinitionRetriever.GetEnvironmentDefinitionAndMetadataFromEnvironmentReference(String environmentReference, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/Services/EnvironmentDefinitionRetriever.cs:line 179\\\\n at Microsoft.MachineLearning.EnvironmentManagement.EntryPoints.Api.Controllers.EnvironmentAssetConsumptionController.GetEnvironmentDefinitionFromEnvironmentReference(EnvironmentAssetConsumptionRequestWithEnvironmentReferenceDto environmentAssetConsumptionRequestWithAssetIdDto, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/EntryPoints/Api/Controllers/EnvironmentAssetConsumptionController.cs:line 66\\\\n at lambda_method2411(Closure , Object )\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.AwaitableObjectResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.InvokeInnerFilterAsync()\\\\n--- End of stack trace from previous location ---\\\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextExceptionFilterAsync\u003Eg__Awaited|26_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\\u0022,\\n \\\u0022innerException\\\u0022: null,\\n \\\u0022data\\\u0022: {\\n \\\u0022BaseError\\\u0022: {\\n \\\u0022Definition\\\u0022: {\\n \\\u0022MessageFormat\\\u0022: \\\u0022Invalid AssetId: {assetId}\\\u0022,\\n \\\u0022DetailsUri\\\u0022: null,\\n \\\u0022IsTransient\\\u0022: null,\\n \\\u0022CodesHierarchy\\\u0022: [\\n \\\u0022UserError\\\u0022,\\n \\\u0022BadArgument\\\u0022,\\n \\\u0022ArgumentInvalid\\\u0022\\n ],\\n \\\u0022Code\\\u0022: \\\u0022ArgumentInvalid\\\u0022\\n },\\n \\\u0022Message\\\u0022: \\\u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\\\u0022,\\n \\\u0022MessageParameters\\\u0022: {\\n \\\u0022assetId\\\u0022: \\\u0022azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\\\u0022\\n },\\n \\\u0022Target\\\u0022: null,\\n \\\u0022RetryAfterSeconds\\\u0022: null\\n }\\n },\\n \\\u0022errorResponse\\\u0022: null\\n },\\n \\\u0022additionalInfo\\\u0022: null\\n },\\n \\\u0022correlation\\\u0022: {\\n \\\u0022operation\\\u0022: \\\u0022d4148213ce540e9569edfd06154c2ccd\\\u0022,\\n \\\u0022request\\\u0022: \\\u00223698436cf510d44a\\\u0022\\n },\\n \\\u0022environment\\\u0022: \\\u0022master\\\u0022,\\n \\\u0022location\\\u0022: \\\u0022westus2\\\u0022,\\n \\\u0022time\\\u0022: \\\u00222022-08-26T21:10:16.2670427\u002B00:00\\\u0022,\\n \\\u0022componentName\\\u0022: \\\u0022environment-management\\\u0022\\n}\u0022,\n \u0022stackTrace\u0022: \u0022 at Microsoft.MachineLearning.Common.WebApi.Client.ServiceInvoker._MakeRequest(UriBuilder builder, MethodDetails details, CancellationToken cancellationToken, Nullable\u00601 initialStreamPosition, Uri fallbackServiceAddress, Object[] parameters) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Client/ServiceInvoker.cs:line 881\\n at Polly.Retry.AsyncRetryEngine.ImplementationAsync[TResult](Func\u00603 action, Context context, CancellationToken cancellationToken, ExceptionPredicates shouldRetryExceptionPredicates, ResultPredicates\u00601 shouldRetryResultPredicates, Func\u00605 onRetryAsync, Int32 permittedRetryCount, IEnumerable\u00601 sleepDurationsEnumerable, Func\u00604 sleepDurationProvider, Boolean continueOnCapturedContext)\\n at Polly.AsyncPolicy.ExecuteAsync[TResult](Func\u00603 action, Context context, CancellationToken cancellationToken, Boolean continueOnCapturedContext)\\n at Microsoft.MachineLearning.Common.WebApi.Client.ServiceInvoker._Invoke[T](String methodId, Object[] parameters) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Client/ServiceInvoker.cs:line 254\\n at Microsoft.MachineLearning.Component.Services.Clients.EnvironmentClient.\u003C\u003Ec__DisplayClass5_0.\u003C\u003CGetEnvironmentDefinitionFromEnvironmentReference\u003Eb__0\u003Ed.MoveNext() in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/EnvironmentClient.cs:line 95\\n--- End of stack trace from previous location ---\\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ExternalApiCaller.\u003C\u003Ec__DisplayClass6_0\u00601.\u003C\u003CExecuteWithSkippableRetryAsync\u003Eb__0\u003Ed.MoveNext() in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ExternalApiCaller.cs:line 198\\n--- End of stack trace from previous location ---\\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ExternalApiCaller.\u003C\u003Ec__DisplayClass6_0\u00601.\u003C\u003CExecuteWithSkippableRetryAsync\u003Eb__0\u003Ed.MoveNext() in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ExternalApiCaller.cs:line 198\\n--- End of stack trace from previous location ---\\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ExternalApiCaller.ExecuteWithSkippableRetryAsync[T](Func\u00601 func, RetryPolicy retryPolicy, ExternalApiEnum externalApiEnum, List\u00601 targetExpsStatusCode, Int32 maxRetryCntForTargetExps, Func\u00602 exceptionHandler, String callerName, String callerFile, Int32 callerLine, Boolean logResponseDetail, Boolean logArgumentDetail, LoggingValuesBuildMethod logValuesBuildMethod, LoggingValuesBuildMethod logArgumentsBuildMethod, String arguments) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ExternalApiCaller.cs:line 206\\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ITokenAutoRefreshedWebApiCaller.ExecuteRetryForTargetExpsAsync[T](Func\u00601 func, RetryPolicy retryPolicy, ExternalApiEnum externalApiEnum, String callerName, String callerFile, Int32 callerLine, Boolean logResponseDetail, Boolean logArgumentDetail, LoggingValuesBuildMethod logValuesBuildMethod, LoggingValuesBuildMethod logArgumentsBuildMethod, List\u00601 targetExceptions, Int32 targetExpRetryCount, String arguments) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ITokenAutoRefreshedWebApiCaller.cs:line 79\\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ITokenAutoRefreshedWebApiCaller.ExecuteWithRetryAsync[T](Func\u00601 func, ExternalApiEnum externalApiEnum, String callerName, String callerFile, Int32 callerLine, Boolean logResponseDetail, Boolean logArgumentDetail, LoggingValuesBuildMethod logValuesBuildMethod, LoggingValuesBuildMethod logArgumentsBuildMethod, List\u00601 targetExpsStatusCode, Int32 targetExpRetryCount, String arguments) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ITokenAutoRefreshedWebApiCaller.cs:line 43\\n at Microsoft.MachineLearning.Component.Services.Clients.EnvironmentClient.GetEnvironmentDefinitionFromEnvironmentReference(EnvironmentAssetConsumptionRequestWithEnvironmentReferenceDto environmentAssetConsumptionRequestWithEnvironmentReferenceDto, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/EnvironmentClient.cs:line 94\\n at Microsoft.MachineLearning.Component.Services.Converters.ComponentVersionConverter.GetRegistryEnvironmentDefintionAndPrepareEnvironmentInComponentSpec(IEnvironmentClient environmentClient, YamlNode node, List\u00601 environmentPathList) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Converters/ComponentVersionConverter.cs:line 518\\n at Microsoft.MachineLearning.Component.Services.Converters.ComponentVersionConverter.RegistryToParsedComponentMeta(Resource\u00601 componentVersion, IEnvironmentClient environmentClient, String overwriteComponentName, String overwriteComponentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Converters/ComponentVersionConverter.cs:line 320\\n at Microsoft.MachineLearning.Component.Services.Services.RegistryComponentVersionService.RegisterRegistryComponent(ComponentAccessContext componentAccessContext, String registryName, Resource\u00601 request, String componentName, String componentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Services/RegistryComponentVersionService.cs:line 76\\n at Microsoft.MachineLearning.Component.EntryPoints.Controllers.RegistryComponentVersionController.RegisterComponent(String subscriptionId, String resourceGroupName, String registryName, Resource\u00601 request, String componentName, String componentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Controllers/RegistryComponentVersionController.cs:line 86\\n at lambda_method37884(Closure , Object )\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.AwaitableObjectResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeInnerFilterAsync\u003Eg__Awaited|13_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextResourceFilter\u003Eg__Awaited|25_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.Rethrow(ResourceExecutedContextSealed context)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeFilterPipelineAsync\u003Eg__Awaited|20_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeAsync\u003Eg__Logged|17_1(ResourceInvoker invoker)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeAsync\u003Eg__Logged|17_1(ResourceInvoker invoker)\\n at Microsoft.AspNetCore.Builder.RouterMiddleware.Invoke(HttpContext httpContext)\\n at Common.WebApi.ActivityExtensions.JwtUserInformationExtraction.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ActivityExtensions/JwtUserInformationExtraction.cs:line 96\\n at Microsoft.MachineLearning.Component.EntryPoints.Middleware.ApiTelemetryHandler.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Middleware/ApiTelemetryHandler.cs:line 100\\n at Microsoft.MachineLearning.Component.EntryPoints.Middleware.ExternalApiTelemetryHandler.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Middleware/ExternalApiTelemetryHandler.cs:line 36\\n at Microsoft.MachineLearning.Component.EntryPoints.Middleware.TracingContextHandler.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Middleware/TracingContextHandler.cs:line 36\\n at Swashbuckle.AspNetCore.SwaggerUI.SwaggerUIMiddleware.Invoke(HttpContext httpContext)\\n at Swashbuckle.AspNetCore.Swagger.SwaggerMiddleware.Invoke(HttpContext httpContext, ISwaggerProvider swaggerProvider)\\n at Microsoft.MachineLearning.Common.WebApi.Audit.IfxAuditMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Audit/IfxAuditMiddleware.cs:line 93\\n at Common.WebApi.ActivityExtensions.JwtUserInformationExtraction.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ActivityExtensions/JwtUserInformationExtraction.cs:line 96\\n at Microsoft.AspNetCore.Authentication.AuthenticationMiddleware.Invoke(HttpContext context)\\n at Microsoft.MachineLearning.Common.WebApi.Throttling.InMemoryThrottlingMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Throttling/InMemoryThrottlingMiddleware.cs:line 113\\n at Microsoft.MachineLearning.Common.WebApi.ErrorHandling.Capture.ProactiveRequestTimeOutMiddleWare.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ErrorHandling/Capture/ProactiveRequestTimeOutMiddleWare.cs:line 54\\n at Microsoft.MachineLearning.Common.WebApi.Swagger.SwaggerTransformerMiddleware.Invoke(HttpContext httpContext) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Swagger/SwaggerTransformerMiddleware.cs:line 52\\n at Microsoft.MachineLearning.Common.WebApi.Logging.RequestLoggingMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/Logging/RequestLoggingMiddleware.cs:line 33\\n at Microsoft.MachineLearning.Common.WebApi.AppInsights.OperationContextMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/AppInsights/OperationContextMiddleware.cs:line 31\\n at Microsoft.MachineLearning.Common.WebApi.ErrorHandling.ErrorResponseMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ErrorHandling/Capture/ErrorResponseMiddleware.cs:line 92\u0022,\n \u0022innerException\u0022: null,\n \u0022data\u0022: {},\n \u0022errorResponse\u0022: {\n \u0022error\u0022: {\n \u0022code\u0022: \u0022UserError\u0022,\n \u0022severity\u0022: null,\n \u0022message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022messageFormat\u0022: \u0022Invalid AssetId: {assetId}\u0022,\n \u0022messageParameters\u0022: {\n \u0022assetId\u0022: \u0022azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022\n },\n \u0022referenceCode\u0022: null,\n \u0022detailsUri\u0022: null,\n \u0022target\u0022: null,\n \u0022details\u0022: [],\n \u0022innerError\u0022: {\n \u0022code\u0022: \u0022BadArgument\u0022,\n \u0022innerError\u0022: {\n \u0022code\u0022: \u0022ArgumentInvalid\u0022,\n \u0022innerError\u0022: null\n }\n },\n \u0022debugInfo\u0022: {\n \u0022type\u0022: \u0022Microsoft.MachineLearning.EnvironmentManagement.Contracts.Errors.InvalidShortFormAssetIdException\u0022,\n \u0022message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022stackTrace\u0022: \u0022 at Microsoft.MachineLearning.EnvironmentManagement.Services.EnvironmentDefinitionRetriever.GetEnvironmentDefinitionAndMetadataFromEnvironmentReference(String environmentReference, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/Services/EnvironmentDefinitionRetriever.cs:line 179\\n at Microsoft.MachineLearning.EnvironmentManagement.EntryPoints.Api.Controllers.EnvironmentAssetConsumptionController.GetEnvironmentDefinitionFromEnvironmentReference(EnvironmentAssetConsumptionRequestWithEnvironmentReferenceDto environmentAssetConsumptionRequestWithAssetIdDto, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/EntryPoints/Api/Controllers/EnvironmentAssetConsumptionController.cs:line 66\\n at lambda_method2411(Closure , Object )\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.AwaitableObjectResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.InvokeInnerFilterAsync()\\n--- End of stack trace from previous location ---\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextExceptionFilterAsync\u003Eg__Awaited|26_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\u0022,\n \u0022innerException\u0022: null,\n \u0022data\u0022: {\n \u0022BaseError\u0022: {\n \u0022Definition\u0022: {\n \u0022MessageFormat\u0022: \u0022Invalid AssetId: {assetId}\u0022,\n \u0022DetailsUri\u0022: null,\n \u0022IsTransient\u0022: null,\n \u0022CodesHierarchy\u0022: [\n \u0022UserError\u0022,\n \u0022BadArgument\u0022,\n \u0022ArgumentInvalid\u0022\n ],\n \u0022Code\u0022: \u0022ArgumentInvalid\u0022\n },\n \u0022Message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022MessageParameters\u0022: {\n \u0022assetId\u0022: \u0022azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022\n },\n \u0022Target\u0022: null,\n \u0022RetryAfterSeconds\u0022: null\n }\n },\n \u0022errorResponse\u0022: null\n },\n \u0022additionalInfo\u0022: null\n },\n \u0022correlation\u0022: {\n \u0022operation\u0022: \u0022d4148213ce540e9569edfd06154c2ccd\u0022,\n \u0022request\u0022: \u00223698436cf510d44a\u0022\n },\n \u0022environment\u0022: \u0022master\u0022,\n \u0022location\u0022: \u0022westus2\u0022,\n \u0022time\u0022: \u00222022-08-26T21:10:16.2670427\u002B00:00\u0022,\n \u0022componentName\u0022: \u0022environment-management\u0022\n }\n },\n \u0022additionalInfo\u0022: null\n },\n \u0022correlation\u0022: {\n \u0022operation\u0022: \u0022d4148213ce540e9569edfd06154c2ccd\u0022,\n \u0022request\u0022: \u002294f165db7aa9de1b\u0022\n },\n \u0022environment\u0022: \u0022master\u0022,\n \u0022location\u0022: \u0022westus2\u0022,\n \u0022time\u0022: \u00222022-08-26T21:10:16.3161497\u002B00:00\u0022,\n \u0022componentName\u0022: \u0022component\u0022\n}", - "stackTrace": " at Microsoft.MachineLearning.Common.WebApi.Client.ServiceInvoker._MakeRequest(UriBuilder builder, MethodDetails details, CancellationToken cancellationToken, Nullable\u00601 initialStreamPosition, Uri fallbackServiceAddress, Object[] parameters) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Client/ServiceInvoker.cs:line 881\n at Polly.Retry.AsyncRetryEngine.ImplementationAsync[TResult](Func\u00603 action, Context context, CancellationToken cancellationToken, ExceptionPredicates shouldRetryExceptionPredicates, ResultPredicates\u00601 shouldRetryResultPredicates, Func\u00605 onRetryAsync, Int32 permittedRetryCount, IEnumerable\u00601 sleepDurationsEnumerable, Func\u00604 sleepDurationProvider, Boolean continueOnCapturedContext)\n at Polly.AsyncPolicy.ExecuteAsync[TResult](Func\u00603 action, Context context, CancellationToken cancellationToken, Boolean continueOnCapturedContext)\n at Microsoft.MachineLearning.Common.WebApi.Client.ServiceInvoker._Invoke[T](String methodId, Object[] parameters) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Client/ServiceInvoker.cs:line 254\n at Microsoft.MachineLearning.ManagementFrontEnd.Services.Clients.ComponentServiceClientV2.RegisterRegistryComponent(RegistryContext registry, String name, String versionId, Resource\u00601 componentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/ManagementFrontEnd/Services/Clients/ComponentServiceClientV2.cs:line 105\n at Microsoft.MachineLearning.ManagementFrontEnd.Services.Services.ComponentVersionServiceV2.Create(RegistryContext registry, String name, String version, Resource\u00601 versionEntity) in /mnt/vss/_work/1/s/src/azureml-api/src/ManagementFrontEnd/Services/Services/ComponentVersionServiceV2.cs:line 153\n at Microsoft.MachineLearning.ManagementFrontEnd.Services.Services.ComponentVersionServiceV2.CreateOrUpdate(RegistryContext registry, String name, String version, Resource\u00601 versionEntity) in /mnt/vss/_work/1/s/src/azureml-api/src/ManagementFrontEnd/Services/Services/ComponentVersionServiceV2.cs:line 99\n at Microsoft.MachineLearning.ManagementFrontEnd.EntryPoints.Api.V20211001Dataplane.Controllers.ResourceVersionControllerBase\u00602.CreateOrUpdate(RegistryContext registryContext, String name, String version, Resource\u00601 request, String apiVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/ManagementFrontEnd/EntryPoints/Api/V20211001Dataplane/Controllers/ResourceVersionControllerBase.cs:line 70\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.TaskOfIActionResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeInnerFilterAsync\u003Eg__Awaited|13_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextExceptionFilterAsync\u003Eg__Awaited|26_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)", - "innerException": null, - "data": {}, - "errorResponse": { - "error": { - "code": "UserError", - "severity": null, - "message": "Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "messageFormat": null, - "messageParameters": null, - "referenceCode": null, - "detailsUri": null, - "target": null, - "details": [], - "innerError": { - "code": "BadArgument", - "innerError": { - "code": "ArgumentInvalid", - "innerError": null - } - }, - "debugInfo": { - "type": "Microsoft.MachineLearning.Common.Core.ServiceInvocationException", - "message": "Service invocation failed!\r\nRequest: POST environment-management.vienna-master.svc/environment/v1.0/consume/environmentReference\r\nStatus Code: 400 BadRequest\r\nError Code: UserError/BadArgument/ArgumentInvalid\r\nReason Phrase: Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/test-rg-\r\nResponse Body: {\n \u0022error\u0022: {\n \u0022code\u0022: \u0022UserError\u0022,\n \u0022severity\u0022: null,\n \u0022message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022messageFormat\u0022: \u0022Invalid AssetId: {assetId}\u0022,\n \u0022messageParameters\u0022: {\n \u0022assetId\u0022: \u0022azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022\n },\n \u0022referenceCode\u0022: null,\n \u0022detailsUri\u0022: null,\n \u0022target\u0022: null,\n \u0022details\u0022: [],\n \u0022innerError\u0022: {\n \u0022code\u0022: \u0022BadArgument\u0022,\n \u0022innerError\u0022: {\n \u0022code\u0022: \u0022ArgumentInvalid\u0022,\n \u0022innerError\u0022: null\n }\n },\n \u0022debugInfo\u0022: {\n \u0022type\u0022: \u0022Microsoft.MachineLearning.EnvironmentManagement.Contracts.Errors.InvalidShortFormAssetIdException\u0022,\n \u0022message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022stackTrace\u0022: \u0022 at Microsoft.MachineLearning.EnvironmentManagement.Services.EnvironmentDefinitionRetriever.GetEnvironmentDefinitionAndMetadataFromEnvironmentReference(String environmentReference, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/Services/EnvironmentDefinitionRetriever.cs:line 179\\n at Microsoft.MachineLearning.EnvironmentManagement.EntryPoints.Api.Controllers.EnvironmentAssetConsumptionController.GetEnvironmentDefinitionFromEnvironmentReference(EnvironmentAssetConsumptionRequestWithEnvironmentReferenceDto environmentAssetConsumptionRequestWithAssetIdDto, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/EntryPoints/Api/Controllers/EnvironmentAssetConsumptionController.cs:line 66\\n at lambda_method2411(Closure , Object )\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.AwaitableObjectResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.InvokeInnerFilterAsync()\\n--- End of stack trace from previous location ---\\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextExceptionFilterAsync\u003Eg__Awaited|26_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\u0022,\n \u0022innerException\u0022: null,\n \u0022data\u0022: {\n \u0022BaseError\u0022: {\n \u0022Definition\u0022: {\n \u0022MessageFormat\u0022: \u0022Invalid AssetId: {assetId}\u0022,\n \u0022DetailsUri\u0022: null,\n \u0022IsTransient\u0022: null,\n \u0022CodesHierarchy\u0022: [\n \u0022UserError\u0022,\n \u0022BadArgument\u0022,\n \u0022ArgumentInvalid\u0022\n ],\n \u0022Code\u0022: \u0022ArgumentInvalid\u0022\n },\n \u0022Message\u0022: \u0022Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022,\n \u0022MessageParameters\u0022: {\n \u0022assetId\u0022: \u0022azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1\u0022\n },\n \u0022Target\u0022: null,\n \u0022RetryAfterSeconds\u0022: null\n }\n },\n \u0022errorResponse\u0022: null\n },\n \u0022additionalInfo\u0022: null\n },\n \u0022correlation\u0022: {\n \u0022operation\u0022: \u0022d4148213ce540e9569edfd06154c2ccd\u0022,\n \u0022request\u0022: \u00223698436cf510d44a\u0022\n },\n \u0022environment\u0022: \u0022master\u0022,\n \u0022location\u0022: \u0022westus2\u0022,\n \u0022time\u0022: \u00222022-08-26T21:10:16.2670427\u002B00:00\u0022,\n \u0022componentName\u0022: \u0022environment-management\u0022\n}", - "stackTrace": " at Microsoft.MachineLearning.Common.WebApi.Client.ServiceInvoker._MakeRequest(UriBuilder builder, MethodDetails details, CancellationToken cancellationToken, Nullable\u00601 initialStreamPosition, Uri fallbackServiceAddress, Object[] parameters) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Client/ServiceInvoker.cs:line 881\n at Polly.Retry.AsyncRetryEngine.ImplementationAsync[TResult](Func\u00603 action, Context context, CancellationToken cancellationToken, ExceptionPredicates shouldRetryExceptionPredicates, ResultPredicates\u00601 shouldRetryResultPredicates, Func\u00605 onRetryAsync, Int32 permittedRetryCount, IEnumerable\u00601 sleepDurationsEnumerable, Func\u00604 sleepDurationProvider, Boolean continueOnCapturedContext)\n at Polly.AsyncPolicy.ExecuteAsync[TResult](Func\u00603 action, Context context, CancellationToken cancellationToken, Boolean continueOnCapturedContext)\n at Microsoft.MachineLearning.Common.WebApi.Client.ServiceInvoker._Invoke[T](String methodId, Object[] parameters) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Client/ServiceInvoker.cs:line 254\n at Microsoft.MachineLearning.Component.Services.Clients.EnvironmentClient.\u003C\u003Ec__DisplayClass5_0.\u003C\u003CGetEnvironmentDefinitionFromEnvironmentReference\u003Eb__0\u003Ed.MoveNext() in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/EnvironmentClient.cs:line 95\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ExternalApiCaller.\u003C\u003Ec__DisplayClass6_0\u00601.\u003C\u003CExecuteWithSkippableRetryAsync\u003Eb__0\u003Ed.MoveNext() in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ExternalApiCaller.cs:line 198\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ExternalApiCaller.\u003C\u003Ec__DisplayClass6_0\u00601.\u003C\u003CExecuteWithSkippableRetryAsync\u003Eb__0\u003Ed.MoveNext() in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ExternalApiCaller.cs:line 198\n--- End of stack trace from previous location ---\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ExternalApiCaller.ExecuteWithSkippableRetryAsync[T](Func\u00601 func, RetryPolicy retryPolicy, ExternalApiEnum externalApiEnum, List\u00601 targetExpsStatusCode, Int32 maxRetryCntForTargetExps, Func\u00602 exceptionHandler, String callerName, String callerFile, Int32 callerLine, Boolean logResponseDetail, Boolean logArgumentDetail, LoggingValuesBuildMethod logValuesBuildMethod, LoggingValuesBuildMethod logArgumentsBuildMethod, String arguments) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ExternalApiCaller.cs:line 206\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ITokenAutoRefreshedWebApiCaller.ExecuteRetryForTargetExpsAsync[T](Func\u00601 func, RetryPolicy retryPolicy, ExternalApiEnum externalApiEnum, String callerName, String callerFile, Int32 callerLine, Boolean logResponseDetail, Boolean logArgumentDetail, LoggingValuesBuildMethod logValuesBuildMethod, LoggingValuesBuildMethod logArgumentsBuildMethod, List\u00601 targetExceptions, Int32 targetExpRetryCount, String arguments) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ITokenAutoRefreshedWebApiCaller.cs:line 79\n at Microsoft.MachineLearning.Component.Services.Clients.Core.ITokenAutoRefreshedWebApiCaller.ExecuteWithRetryAsync[T](Func\u00601 func, ExternalApiEnum externalApiEnum, String callerName, String callerFile, Int32 callerLine, Boolean logResponseDetail, Boolean logArgumentDetail, LoggingValuesBuildMethod logValuesBuildMethod, LoggingValuesBuildMethod logArgumentsBuildMethod, List\u00601 targetExpsStatusCode, Int32 targetExpRetryCount, String arguments) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/Core/ITokenAutoRefreshedWebApiCaller.cs:line 43\n at Microsoft.MachineLearning.Component.Services.Clients.EnvironmentClient.GetEnvironmentDefinitionFromEnvironmentReference(EnvironmentAssetConsumptionRequestWithEnvironmentReferenceDto environmentAssetConsumptionRequestWithEnvironmentReferenceDto, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Clients/EnvironmentClient.cs:line 94\n at Microsoft.MachineLearning.Component.Services.Converters.ComponentVersionConverter.GetRegistryEnvironmentDefintionAndPrepareEnvironmentInComponentSpec(IEnvironmentClient environmentClient, YamlNode node, List\u00601 environmentPathList) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Converters/ComponentVersionConverter.cs:line 518\n at Microsoft.MachineLearning.Component.Services.Converters.ComponentVersionConverter.RegistryToParsedComponentMeta(Resource\u00601 componentVersion, IEnvironmentClient environmentClient, String overwriteComponentName, String overwriteComponentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Converters/ComponentVersionConverter.cs:line 320\n at Microsoft.MachineLearning.Component.Services.Services.RegistryComponentVersionService.RegisterRegistryComponent(ComponentAccessContext componentAccessContext, String registryName, Resource\u00601 request, String componentName, String componentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/Services/Services/RegistryComponentVersionService.cs:line 76\n at Microsoft.MachineLearning.Component.EntryPoints.Controllers.RegistryComponentVersionController.RegisterComponent(String subscriptionId, String resourceGroupName, String registryName, Resource\u00601 request, String componentName, String componentVersion) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Controllers/RegistryComponentVersionController.cs:line 86\n at lambda_method37884(Closure , Object )\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.AwaitableObjectResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeInnerFilterAsync\u003Eg__Awaited|13_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextResourceFilter\u003Eg__Awaited|25_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.Rethrow(ResourceExecutedContextSealed context)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeFilterPipelineAsync\u003Eg__Awaited|20_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeAsync\u003Eg__Logged|17_1(ResourceInvoker invoker)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeAsync\u003Eg__Logged|17_1(ResourceInvoker invoker)\n at Microsoft.AspNetCore.Builder.RouterMiddleware.Invoke(HttpContext httpContext)\n at Common.WebApi.ActivityExtensions.JwtUserInformationExtraction.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ActivityExtensions/JwtUserInformationExtraction.cs:line 96\n at Microsoft.MachineLearning.Component.EntryPoints.Middleware.ApiTelemetryHandler.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Middleware/ApiTelemetryHandler.cs:line 100\n at Microsoft.MachineLearning.Component.EntryPoints.Middleware.ExternalApiTelemetryHandler.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Middleware/ExternalApiTelemetryHandler.cs:line 36\n at Microsoft.MachineLearning.Component.EntryPoints.Middleware.TracingContextHandler.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Component/EntryPoints/Middleware/TracingContextHandler.cs:line 36\n at Swashbuckle.AspNetCore.SwaggerUI.SwaggerUIMiddleware.Invoke(HttpContext httpContext)\n at Swashbuckle.AspNetCore.Swagger.SwaggerMiddleware.Invoke(HttpContext httpContext, ISwaggerProvider swaggerProvider)\n at Microsoft.MachineLearning.Common.WebApi.Audit.IfxAuditMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Audit/IfxAuditMiddleware.cs:line 93\n at Common.WebApi.ActivityExtensions.JwtUserInformationExtraction.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ActivityExtensions/JwtUserInformationExtraction.cs:line 96\n at Microsoft.AspNetCore.Authentication.AuthenticationMiddleware.Invoke(HttpContext context)\n at Microsoft.MachineLearning.Common.WebApi.Throttling.InMemoryThrottlingMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Throttling/InMemoryThrottlingMiddleware.cs:line 113\n at Microsoft.MachineLearning.Common.WebApi.ErrorHandling.Capture.ProactiveRequestTimeOutMiddleWare.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ErrorHandling/Capture/ProactiveRequestTimeOutMiddleWare.cs:line 54\n at Microsoft.MachineLearning.Common.WebApi.Swagger.SwaggerTransformerMiddleware.Invoke(HttpContext httpContext) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi.Swagger/SwaggerTransformerMiddleware.cs:line 52\n at Microsoft.MachineLearning.Common.WebApi.Logging.RequestLoggingMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/Logging/RequestLoggingMiddleware.cs:line 33\n at Microsoft.MachineLearning.Common.WebApi.AppInsights.OperationContextMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/AppInsights/OperationContextMiddleware.cs:line 31\n at Microsoft.MachineLearning.Common.WebApi.ErrorHandling.ErrorResponseMiddleware.Invoke(HttpContext context) in /mnt/vss/_work/1/s/src/azureml-api/src/Common/WebApi/ErrorHandling/Capture/ErrorResponseMiddleware.cs:line 92", - "innerException": null, - "data": {}, - "errorResponse": { - "error": { - "code": "UserError", - "severity": null, - "message": "Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "messageFormat": "Invalid AssetId: {assetId}", - "messageParameters": { - "assetId": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1" - }, - "referenceCode": null, - "detailsUri": null, - "target": null, - "details": [], - "innerError": { - "code": "BadArgument", - "innerError": { - "code": "ArgumentInvalid", - "innerError": null - } - }, - "debugInfo": { - "type": "Microsoft.MachineLearning.EnvironmentManagement.Contracts.Errors.InvalidShortFormAssetIdException", - "message": "Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "stackTrace": " at Microsoft.MachineLearning.EnvironmentManagement.Services.EnvironmentDefinitionRetriever.GetEnvironmentDefinitionAndMetadataFromEnvironmentReference(String environmentReference, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/Services/EnvironmentDefinitionRetriever.cs:line 179\n at Microsoft.MachineLearning.EnvironmentManagement.EntryPoints.Api.Controllers.EnvironmentAssetConsumptionController.GetEnvironmentDefinitionFromEnvironmentReference(EnvironmentAssetConsumptionRequestWithEnvironmentReferenceDto environmentAssetConsumptionRequestWithAssetIdDto, Boolean secrets) in /mnt/vss/_work/1/s/src/azureml-api/src/EnvironmentManagement/EntryPoints/Api/Controllers/EnvironmentAssetConsumptionController.cs:line 66\n at lambda_method2411(Closure , Object )\n at Microsoft.AspNetCore.Mvc.Infrastructure.ActionMethodExecutor.AwaitableObjectResultExecutor.Execute(IActionResultTypeMapper mapper, ObjectMethodExecutor executor, Object controller, Object[] arguments)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeActionMethodAsync\u003Eg__Logged|12_1(ControllerActionInvoker invoker)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.\u003CInvokeNextActionFilterAsync\u003Eg__Awaited|10_0(ControllerActionInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Rethrow(ActionExecutedContextSealed context)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.Next(State\u0026 next, Scope\u0026 scope, Object\u0026 state, Boolean\u0026 isCompleted)\n at Microsoft.AspNetCore.Mvc.Infrastructure.ControllerActionInvoker.InvokeInnerFilterAsync()\n--- End of stack trace from previous location ---\n at Microsoft.AspNetCore.Mvc.Infrastructure.ResourceInvoker.\u003CInvokeNextExceptionFilterAsync\u003Eg__Awaited|26_0(ResourceInvoker invoker, Task lastTask, State next, Scope scope, Object state, Boolean isCompleted)", - "innerException": null, - "data": { - "BaseError": { - "Definition": { - "MessageFormat": "Invalid AssetId: {assetId}", - "DetailsUri": null, - "IsTransient": null, - "CodesHierarchy": [ - "UserError", - "BadArgument", - "ArgumentInvalid" - ], - "Code": "ArgumentInvalid" - }, - "Message": "Invalid AssetId: azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "MessageParameters": { - "assetId": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/None/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1" - }, - "Target": null, - "RetryAfterSeconds": null - } - }, - "errorResponse": null - }, - "additionalInfo": null - }, - "correlation": { - "operation": "d4148213ce540e9569edfd06154c2ccd", - "request": "3698436cf510d44a" - }, - "environment": "master", - "location": "westus2", - "time": "2022-08-26T21:10:16.2670427\u002B00:00", - "componentName": "environment-management" - } - }, - "additionalInfo": null - }, - "correlation": { - "operation": "d4148213ce540e9569edfd06154c2ccd", - "request": "94f165db7aa9de1b" - }, - "environment": "master", - "location": "westus2", - "time": "2022-08-26T21:10:16.3161497\u002B00:00", - "componentName": "component" - } - } - } - }, - { - "type": "InnerError", - "info": { - "value": { - "code": "BadArgument", - "innerError": { - "code": "ArgumentInvalid", - "innerError": null - } - } - } - } - ] - } - } - } - ], - "Variables": { - "component_name": "test_253420093056" - } -} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_list.json b/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_list.json index 5b3a8f1d5db1..5ca1ff525f31 100644 --- a/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_list.json +++ b/sdk/ml/azure-ai-ml/tests/recordings/component/e2etests/test_component.pyTestComponenttest_component_list.json @@ -1,229 +1,5 @@ { "Entries": [ - { - "RequestUri": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/v2.0/.well-known/openid-configuration", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "*/*", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "User-Agent": "azsdk-python-identity/1.11.0b4 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Access-Control-Allow-Methods": "GET, OPTIONS", - "Access-Control-Allow-Origin": "*", - "Cache-Control": "max-age=86400, private", - "Content-Length": "1753", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:02 GMT", - "P3P": "CP=\u0022DSP CUR OTPi IND OTRi ONL FIN\u0022", - "Set-Cookie": [ - "fpc=Al6tf0Bf1bRLkM58nhEb8_nwQhvHCQAAAJBEm9oOAAAA; expires=Sun, 25-Sep-2022 22:49:03 GMT; path=/; secure; HttpOnly; SameSite=None", - "x-ms-gateway-slice=estsfd; path=/; secure; samesite=none; httponly", - "stsservicecookie=estsfd; path=/; secure; samesite=none; httponly" - ], - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "X-Content-Type-Options": "nosniff", - "x-ms-ests-server": "2.1.13562.11 - WUS2 ProdSlices", - "X-XSS-Protection": "0" - }, - "ResponseBody": { - "token_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/token", - "token_endpoint_auth_methods_supported": [ - "client_secret_post", - "private_key_jwt", - "client_secret_basic" - ], - "jwks_uri": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/discovery/v2.0/keys", - "response_modes_supported": [ - "query", - "fragment", - "form_post" - ], - "subject_types_supported": [ - "pairwise" - ], - "id_token_signing_alg_values_supported": [ - "RS256" - ], - "response_types_supported": [ - "code", - "id_token", - "code id_token", - "id_token token" - ], - "scopes_supported": [ - "openid", - "profile", - "email", - "offline_access" - ], - "issuer": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/v2.0", - "request_uri_parameter_supported": false, - "userinfo_endpoint": "https://graph.microsoft.com/oidc/userinfo", - "authorization_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/authorize", - "device_authorization_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/devicecode", - "http_logout_supported": true, - "frontchannel_logout_supported": true, - "end_session_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/logout", - "claims_supported": [ - "sub", - "iss", - "cloud_instance_name", - "cloud_instance_host_name", - "cloud_graph_host_name", - "msgraph_host", - "aud", - "exp", - "iat", - "auth_time", - "acr", - "nonce", - "preferred_username", - "name", - "tid", - "ver", - "at_hash", - "c_hash", - "email" - ], - "kerberos_endpoint": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/kerberos", - "tenant_region_scope": "WW", - "cloud_instance_name": "microsoftonline.com", - "cloud_graph_host_name": "graph.windows.net", - "msgraph_host": "graph.microsoft.com", - "rbac_url": "https://pas.windows.net" - } - }, - { - "RequestUri": "https://login.microsoftonline.com/common/discovery/instance?api-version=1.1\u0026authorization_endpoint=https://login.microsoftonline.com/common/oauth2/authorize", - "RequestMethod": "GET", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Cookie": "fpc=Al6tf0Bf1bRLkM58nhEb8_nwQhvHCQAAAJBEm9oOAAAA; stsservicecookie=estsfd; x-ms-gateway-slice=estsfd", - "User-Agent": "azsdk-python-identity/1.11.0b4 Python/3.8.6 (Windows-10-10.0.22000-SP0)" - }, - "RequestBody": null, - "StatusCode": 200, - "ResponseHeaders": { - "Access-Control-Allow-Methods": "GET, OPTIONS", - "Access-Control-Allow-Origin": "*", - "Cache-Control": "max-age=86400, private", - "Content-Length": "945", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:02 GMT", - "P3P": "CP=\u0022DSP CUR OTPi IND OTRi ONL FIN\u0022", - "Set-Cookie": [ - "fpc=Al6tf0Bf1bRLkM58nhEb8_nwQhvHCQAAAJBEm9oOAAAA; expires=Sun, 25-Sep-2022 22:49:03 GMT; path=/; secure; HttpOnly; SameSite=None", - "x-ms-gateway-slice=estsfd; path=/; secure; samesite=none; httponly", - "stsservicecookie=estsfd; path=/; secure; samesite=none; httponly" - ], - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "X-Content-Type-Options": "nosniff", - "x-ms-ests-server": "2.1.13481.12 - NCUS ProdSlices", - "X-XSS-Protection": "0" - }, - "ResponseBody": { - "tenant_discovery_endpoint": "https://login.microsoftonline.com/common/.well-known/openid-configuration", - "api-version": "1.1", - "metadata": [ - { - "preferred_network": "login.microsoftonline.com", - "preferred_cache": "login.windows.net", - "aliases": [ - "login.microsoftonline.com", - "login.windows.net", - "login.microsoft.com", - "sts.windows.net" - ] - }, - { - "preferred_network": "login.partner.microsoftonline.cn", - "preferred_cache": "login.partner.microsoftonline.cn", - "aliases": [ - "login.partner.microsoftonline.cn", - "login.chinacloudapi.cn" - ] - }, - { - "preferred_network": "login.microsoftonline.de", - "preferred_cache": "login.microsoftonline.de", - "aliases": [ - "login.microsoftonline.de" - ] - }, - { - "preferred_network": "login.microsoftonline.us", - "preferred_cache": "login.microsoftonline.us", - "aliases": [ - "login.microsoftonline.us", - "login.usgovcloudapi.net" - ] - }, - { - "preferred_network": "login-us.microsoftonline.com", - "preferred_cache": "login-us.microsoftonline.com", - "aliases": [ - "login-us.microsoftonline.com" - ] - } - ] - } - }, - { - "RequestUri": "https://login.microsoftonline.com/72f988bf-86f1-41af-91ab-2d7cd011db47/oauth2/v2.0/token", - "RequestMethod": "POST", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "client-request-id": "5827a0da-ac05-4ebc-b3d7-64d206ca2dc5", - "Connection": "keep-alive", - "Content-Length": "292", - "Content-Type": "application/x-www-form-urlencoded", - "Cookie": "fpc=Al6tf0Bf1bRLkM58nhEb8_nwQhvHCQAAAJBEm9oOAAAA; stsservicecookie=estsfd; x-ms-gateway-slice=estsfd", - "User-Agent": "azsdk-python-identity/1.11.0b4 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-client-cpu": "x64", - "x-client-current-telemetry": "4|730,0|", - "x-client-last-telemetry": "4|0|||", - "x-client-os": "win32", - "x-client-sku": "MSAL.Python", - "x-client-ver": "1.18.0", - "x-ms-lib-capability": "retry-after, h429" - }, - "RequestBody": "client_id=5019366a-3f7a-4d18-adae-d2483c23e1ee\u0026grant_type=client_credentials\u0026client_info=1\u0026client_secret=5FL8Q~~BBdJpY_y.KpA94zzLZv2Czg.uYQAmfaMZ\u0026claims=%7B%22access_token%22%3A\u002B%7B%22xms_cc%22%3A\u002B%7B%22values%22%3A\u002B%5B%22CP1%22%5D%7D%7D%7D\u0026scope=https%3A%2F%2Fmanagement.azure.com%2F.default", - "StatusCode": 200, - "ResponseHeaders": { - "Cache-Control": "no-store, no-cache", - "client-request-id": "5827a0da-ac05-4ebc-b3d7-64d206ca2dc5", - "Content-Length": "111", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:02 GMT", - "Expires": "-1", - "P3P": "CP=\u0022DSP CUR OTPi IND OTRi ONL FIN\u0022", - "Pragma": "no-cache", - "Set-Cookie": [ - "fpc=Al6tf0Bf1bRLkM58nhEb8_nwQhvHCgAAAJBEm9oOAAAA; expires=Sun, 25-Sep-2022 22:49:03 GMT; path=/; secure; HttpOnly; SameSite=None", - "x-ms-gateway-slice=estsfd; path=/; secure; samesite=none; httponly", - "stsservicecookie=estsfd; path=/; secure; samesite=none; httponly" - ], - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "X-Content-Type-Options": "nosniff", - "x-ms-clitelem": "1,0,0,,", - "x-ms-ests-server": "2.1.13562.11 - SCUS ProdSlices", - "X-XSS-Protection": "0" - }, - "ResponseBody": { - "token_type": "Bearer", - "expires_in": 86399, - "ext_expires_in": 86399, - "refresh_in": 43199, - "access_token": "Sanitized" - } - }, { "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", "RequestMethod": "GET", @@ -231,32 +7,28 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Encoding": "gzip", + "Content-Length": "1067", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:02 GMT", + "Date": "Wed, 16 Nov 2022 08:20:54 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-19bb3f6f898e8d2cd42f796b1a741784-602c2c2a2d9f3db4-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-19bcb3bbdb64ee50390b775ae715d035-6690ae31715f7e38-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Transfer-Encoding": "chunked", - "Vary": [ - "Accept-Encoding", - "Accept-Encoding" - ], - "x-aml-cluster": "vienna-westus-01", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "a72d3def-d9e7-43e2-9696-d55f8c7065a8", + "x-ms-correlation-request-id": "64de62b9-84ec-4846-982c-814009ff4148", "x-ms-ratelimit-remaining-subscription-reads": "11986", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "CANADACENTRAL:20220826T224903Z:a72d3def-d9e7-43e2-9696-d55f8c7065a8", - "x-request-time": "0.083" + "x-ms-routing-request-id": "JAPANEAST:20221116T082054Z:64de62b9-84ec-4846-982c-814009ff4148", + "x-request-time": "0.112" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -271,17 +43,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "saevqdskf66m6am", - "containerName": "azureml-blobstore-bee21b35-9695-4616-ba22-4ebb55a05e7f", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-08-25T17:00:02.6314808\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-08-25T17:00:06.0886301\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -295,29 +67,27 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Encoding": "gzip", + "Content-Length": "61", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:03 GMT", + "Date": "Wed, 16 Nov 2022 08:20:55 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-fbfc5b1077660376e0172b7f575c2e74-f7ba907e4646fc48-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-4a2fe3c69445bcc8e4e478e8e9686a9b-5a06508867113654-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Transfer-Encoding": "chunked", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-westus-01", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "95006450-38c7-4b61-935c-981376e34eca", - "x-ms-ratelimit-remaining-subscription-writes": "1189", + "x-ms-correlation-request-id": "91854631-e233-4d9b-a1df-df58a0d1bc1e", + "x-ms-ratelimit-remaining-subscription-writes": "1199", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "CANADACENTRAL:20220826T224903Z:95006450-38c7-4b61-935c-981376e34eca", - "x-request-time": "0.101" + "x-ms-routing-request-id": "JAPANEAST:20221116T082055Z:91854631-e233-4d9b-a1df-df58a0d1bc1e", + "x-request-time": "0.100" }, "ResponseBody": { "secretsType": "AccountKey", @@ -325,172 +95,148 @@ } }, { - "RequestUri": "https://saevqdskf66m6am.blob.core.windows.net/azureml-blobstore-bee21b35-9695-4616-ba22-4ebb55a05e7f/LocalUpload/000000000000000000000/COMPONENT_PLACEHOLDER", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/COMPONENT_PLACEHOLDER", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.12.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-ms-date": "Fri, 26 Aug 2022 22:49:03 GMT", - "x-ms-version": "2021-06-08" + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:20:56 GMT", + "x-ms-version": "2021-08-06" }, "RequestBody": null, - "StatusCode": 404, + "StatusCode": 200, "ResponseHeaders": { - "Date": "Fri, 26 Aug 2022 22:49:03 GMT", - "Server": [ - "Windows-Azure-Blob/1.0", - "Microsoft-HTTPAPI/2.0" - ], - "Transfer-Encoding": "chunked", - "Vary": "Origin", - "x-ms-error-code": "BlobNotFound", - "x-ms-version": "2021-06-08" - }, - "ResponseBody": null - }, - { - "RequestUri": "https://saevqdskf66m6am.blob.core.windows.net/azureml-blobstore-bee21b35-9695-4616-ba22-4ebb55a05e7f/LocalUpload/000000000000000000000/COMPONENT_PLACEHOLDER", - "RequestMethod": "PUT", - "RequestHeaders": { - "Accept": "application/xml", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", + "Accept-Ranges": "bytes", "Content-Length": "35", - "Content-Type": "application/octet-stream", - "If-None-Match": "*", - "User-Agent": "azsdk-python-storage-blob/12.12.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-ms-blob-type": "BlockBlob", - "x-ms-date": "Fri, 26 Aug 2022 22:49:04 GMT", - "x-ms-version": "2021-06-08" - }, - "RequestBody": "Y29tbWFuZF9jb21wb25lbnQ6IGNvZGVfcGxhY2Vob2xkZXI=", - "StatusCode": 201, - "ResponseHeaders": { - "Content-Length": "0", "Content-MD5": "L/DnSpFIn\u002BjaQWc\u002BsUQdcw==", - "Date": "Fri, 26 Aug 2022 22:49:03 GMT", - "ETag": "\u00220x8DA87B52D090E93\u0022", - "Last-Modified": "Fri, 26 Aug 2022 22:49:04 GMT", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:20:56 GMT", + "ETag": "\u00220x8DA9D48E17467D7\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:49:17 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" ], - "x-ms-content-crc64": "KWRPkj\u002BQ\u002BTE=", - "x-ms-request-server-encrypted": "true", - "x-ms-version": "2021-06-08" + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:49:16 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "9c9cfba9-82bd-45db-ad06-07009d1d9672", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://saevqdskf66m6am.blob.core.windows.net/azureml-blobstore-bee21b35-9695-4616-ba22-4ebb55a05e7f/LocalUpload/000000000000000000000/COMPONENT_PLACEHOLDER?comp=metadata", - "RequestMethod": "PUT", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/COMPONENT_PLACEHOLDER", + "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "Content-Length": "0", - "User-Agent": "azsdk-python-storage-blob/12.12.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)", - "x-ms-date": "Fri, 26 Aug 2022 22:49:04 GMT", - "x-ms-meta-name": "000000000000000000000", - "x-ms-meta-upload_status": "completed", - "x-ms-meta-version": "1", - "x-ms-version": "2021-06-08" + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:20:57 GMT", + "x-ms-version": "2021-08-06" }, "RequestBody": null, - "StatusCode": 200, + "StatusCode": 404, "ResponseHeaders": { - "Content-Length": "0", - "Date": "Fri, 26 Aug 2022 22:49:03 GMT", - "ETag": "\u00220x8DA87B52D18C3B9\u0022", - "Last-Modified": "Fri, 26 Aug 2022 22:49:04 GMT", + "Date": "Wed, 16 Nov 2022 08:20:56 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" ], - "x-ms-request-server-encrypted": "true", - "x-ms-version": "2021-06-08" + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/000000000000000000000/versions/1?api-version=2022-05-01", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/9c9cfba9-82bd-45db-ad06-07009d1d9672/versions/1?api-version=2022-05-01", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "Content-Length": "332", + "Content-Length": "288", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { "properties": { - "hash_sha256": "6807f9c9ee9f726461628977454eb1ba222ad5d03ee26d356e0a29c46fab14b0", - "hash_version": "202208" + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" }, "isAnonymous": true, "isArchived": false, - "codeUri": "https://saevqdskf66m6am.blob.core.windows.net/azureml-blobstore-bee21b35-9695-4616-ba22-4ebb55a05e7f/LocalUpload/000000000000000000000" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000" } }, - "StatusCode": 201, + "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1016", + "Content-Length": "813", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:05 GMT", + "Date": "Wed, 16 Nov 2022 08:20:57 GMT", "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/000000000000000000000/versions/1?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-c0635782ec2a949868bbf66a35c83d8d-cb93484fc0b5c0ec-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-93f912ecc2f40c99740501fad431ef7f-496ff31e3c9c437d-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-westus-01", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "197910f1-0374-4658-9d63-6fb863660dff", - "x-ms-ratelimit-remaining-subscription-writes": "1177", + "x-ms-correlation-request-id": "dd602964-661a-44f6-a275-fcd9c49d522d", + "x-ms-ratelimit-remaining-subscription-writes": "1199", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "CANADACENTRAL:20220826T224906Z:197910f1-0374-4658-9d63-6fb863660dff", - "x-request-time": "0.099" + "x-ms-routing-request-id": "JAPANEAST:20221116T082057Z:dd602964-661a-44f6-a275-fcd9c49d522d", + "x-request-time": "0.266" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/000000000000000000000/versions/1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/9c9cfba9-82bd-45db-ad06-07009d1d9672/versions/1", "name": "1", "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", "properties": { "description": null, "tags": {}, "properties": { - "hash_sha256": "6807f9c9ee9f726461628977454eb1ba222ad5d03ee26d356e0a29c46fab14b0", - "hash_version": "202208" + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" }, "isArchived": false, "isAnonymous": false, - "codeUri": "https://saevqdskf66m6am.blob.core.windows.net/azureml-blobstore-bee21b35-9695-4616-ba22-4ebb55a05e7f/LocalUpload/000000000000000000000" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000" }, "systemData": { - "createdAt": "2022-08-26T22:49:06.0828479\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:49:06.0828479\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-09-23T09:49:20.984936\u002B00:00", + "createdBy": "Ying Chen", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:20:57.2649046\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } } }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_722113061581/versions/0.0.1?api-version=2022-05-01", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_783500543213/versions/0.0.1?api-version=2022-05-01", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "Content-Length": "1421", + "Content-Length": "1286", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -503,10 +249,10 @@ "isAnonymous": false, "isArchived": false, "componentSpec": { - "command": "echo Hello World \u0026 echo [${{inputs.component_in_number}}] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/000000000000000000000/versions/1", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", - "name": "test_722113061581", + "command": "echo Hello World \u0026 echo $[[${{inputs.component_in_number}}]] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/9c9cfba9-82bd-45db-ad06-07009d1d9672/versions/1", + "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:1", + "name": "test_783500543213", "description": "This is the basic command component", "tags": { "tag": "tagvalue", @@ -541,25 +287,25 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2366", + "Content-Length": "2218", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:07 GMT", + "Date": "Wed, 16 Nov 2022 08:21:00 GMT", "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_722113061581/versions/0.0.1?api-version=2022-05-01", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_783500543213/versions/0.0.1?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-2bdfeb375ac80bb0d1ba6d0ab6586318-333a157fa3665771-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-af9278a78707c374045533d46d1109d6-c48edf3938f2238d-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-westus-01", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "b932e285-2fba-4109-b251-6b115b38dd9a", - "x-ms-ratelimit-remaining-subscription-writes": "1176", + "x-ms-correlation-request-id": "32800986-b1ea-4313-8a9a-a31e4782ef75", + "x-ms-ratelimit-remaining-subscription-writes": "1198", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "CANADACENTRAL:20220826T224908Z:b932e285-2fba-4109-b251-6b115b38dd9a", - "x-request-time": "0.628" + "x-ms-routing-request-id": "JAPANEAST:20221116T082100Z:32800986-b1ea-4313-8a9a-a31e4782ef75", + "x-request-time": "2.780" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_722113061581/versions/0.0.1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_783500543213/versions/0.0.1", "name": "0.0.1", "type": "Microsoft.MachineLearningServices/workspaces/components/versions", "properties": { @@ -572,7 +318,7 @@ "isArchived": false, "isAnonymous": false, "componentSpec": { - "name": "test_722113061581", + "name": "test_783500543213", "version": "0.0.1", "display_name": "CommandComponentBasic", "is_deterministic": "True", @@ -600,22 +346,22 @@ "type": "uri_folder" } }, - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/000000000000000000000/versions/1", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/9c9cfba9-82bd-45db-ad06-07009d1d9672/versions/1", + "environment": "azureml://registries/azureml-dev/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", "resources": { "instance_count": "1" }, - "command": "echo Hello World \u0026 echo [${{inputs.component_in_number}}] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", + "command": "echo Hello World \u0026 echo $[[${{inputs.component_in_number}}]] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", "$schema": "https://azuremlschemas.azureedge.net/development/commandComponent.schema.json" } }, "systemData": { - "createdAt": "2022-08-26T22:49:07.8873649\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:49:08.0584192\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:20:59.6626035\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:21:00.3217285\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } } }, @@ -626,38 +372,34 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Encoding": "gzip", + "Content-Length": "41149", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:08 GMT", + "Date": "Wed, 16 Nov 2022 08:21:03 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-35ad5a38d54ddf26f3e5e4e1e74cfa5f-3ac1defda1350a8e-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-3c67deab37f6f76b73e0a43a49f030e1-7e8a88dcd4ad73f8-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Transfer-Encoding": "chunked", - "Vary": [ - "Accept-Encoding", - "Accept-Encoding" - ], - "x-aml-cluster": "vienna-westus-01", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "4d029d33-0fc6-4cad-85d7-9dc965d055e7", + "x-ms-correlation-request-id": "dff3bba8-cd83-493a-a405-a70a887eef6b", "x-ms-ratelimit-remaining-subscription-reads": "11985", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "CANADACENTRAL:20220826T224909Z:4d029d33-0fc6-4cad-85d7-9dc965d055e7", - "x-request-time": "0.439" + "x-ms-routing-request-id": "JAPANEAST:20221116T082103Z:dff3bba8-cd83-493a-a405-a70a887eef6b", + "x-request-time": "2.431" }, "ResponseBody": { "value": [ { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_722113061581", - "name": "test_722113061581", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_783500543213", + "name": "test_783500543213", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -665,20 +407,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9482818" + "nextVersion": "2022-11-16-08-21-03-7744791" }, "systemData": { - "createdAt": "2022-08-26T22:49:07.8873649\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:49:07.8873649\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:20:59.6626035\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:21:00.3217285\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_675110962057", - "name": "test_675110962057", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_657322128713", + "name": "test_657322128713", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -686,20 +428,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9483158" + "nextVersion": "2022-11-16-08-21-03-7745333" }, "systemData": { - "createdAt": "2022-08-26T22:49:02.2850192\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:49:02.4604101\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:20:03.1227418\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:20:03.8909592\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_46899702998", - "name": "test_46899702998", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_830191157137", + "name": "test_830191157137", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -707,20 +449,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9483327" + "nextVersion": "2022-11-16-08-21-03-7745587" }, "systemData": { - "createdAt": "2022-08-26T22:48:56.6163505\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:56.7688773\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:17:27.5296273\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:17:28.2944898\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_968457094833", - "name": "test_968457094833", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_606211108449", + "name": "test_606211108449", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -728,20 +470,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9483490" + "nextVersion": "2022-11-16-08-21-03-7745825" }, "systemData": { - "createdAt": "2022-08-26T22:48:50.6751577\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:50.8718008\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:17:00.2605508\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:17:00.9326808\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_595211685955", - "name": "test_595211685955", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_643046929004", + "name": "test_643046929004", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -749,20 +491,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9483656" + "nextVersion": "2022-11-16-08-21-03-7746068" }, "systemData": { - "createdAt": "2022-08-26T22:48:47.2516487\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:47.412788\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:16:33.6969753\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:16:34.3883967\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_918274308741", - "name": "test_918274308741", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_65608944128", + "name": "test_65608944128", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -770,20 +512,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9483818" + "nextVersion": "2022-11-16-08-21-03-7746305" }, "systemData": { - "createdAt": "2022-08-26T22:48:42.8763435\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:43.0347305\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:16:07.174074\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:16:07.8705052\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_138783704526", - "name": "test_138783704526", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_377172128586", + "name": "test_377172128586", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -791,20 +533,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9483992" + "nextVersion": "2022-11-16-08-21-03-7746520" }, "systemData": { - "createdAt": "2022-08-26T22:48:37.1621298\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:37.3410927\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:15:37.0624593\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:15:37.765195\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_857796288779", - "name": "test_857796288779", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_137512755483", + "name": "test_137512755483", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -812,20 +554,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9484155" + "nextVersion": "2022-11-16-08-21-03-7746748" }, "systemData": { - "createdAt": "2022-08-26T22:48:09.4556031\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:09.6257749\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:15:11.1383572\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:15:11.8169046\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_582498101715", - "name": "test_582498101715", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_526430600960", + "name": "test_526430600960", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -833,20 +575,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9484317" + "nextVersion": "2022-11-16-08-21-03-7746982" }, "systemData": { - "createdAt": "2022-08-26T22:48:05.3934489\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:48:05.5604094\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:14:45.9615694\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:14:46.7041314\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_543234552973", - "name": "test_543234552973", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_944413274677", + "name": "test_944413274677", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -854,20 +596,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9484479" + "nextVersion": "2022-11-16-08-21-03-7747213" }, "systemData": { - "createdAt": "2022-08-26T22:47:55.1228387\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:47:55.3097937\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:14:19.153683\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:14:19.8136939\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_728584882593", - "name": "test_728584882593", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_377189106575", + "name": "test_377189106575", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -875,20 +617,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9484642" + "nextVersion": "2022-11-16-08-21-03-7747460" }, "systemData": { - "createdAt": "2022-08-26T22:22:01.7751187\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:22:01.9385426\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:13:52.1392667\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:13:52.7932525\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_148117366521", - "name": "test_148117366521", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791", + "name": "test_577309210791", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -896,20 +638,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9484997" + "nextVersion": "2022-11-16-08-21-03-7747706" }, "systemData": { - "createdAt": "2022-08-26T22:20:22.6325189\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:20:22.7905125\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:12:48.834128\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:49.5726663\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_53837368535", - "name": "test_53837368535", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359", + "name": "test_581631890359", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -917,20 +659,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9485161" + "nextVersion": "2022-11-16-08-21-03-7747953" }, "systemData": { - "createdAt": "2022-08-26T22:20:08.2141431\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:20:08.3765299\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:12:24.0048983\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:24.7590386\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_678802123047", - "name": "test_678802123047", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190", + "name": "test_896690618190", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -938,20 +680,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9485324" + "nextVersion": "2022-11-16-08-21-03-7748198" }, "systemData": { - "createdAt": "2022-08-26T22:19:49.7786316\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:19:49.9525611\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:11:58.5864923\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:59.3205428\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_894048073128", - "name": "test_894048073128", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125", + "name": "test_642299628125", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -959,20 +701,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9485487" + "nextVersion": "2022-11-16-08-21-03-7748436" }, "systemData": { - "createdAt": "2022-08-26T22:19:16.0029952\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:19:16.1804774\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:11:34.4207418\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:35.1356117\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_231492808397", - "name": "test_231492808397", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209", + "name": "test_601490783209", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -980,20 +722,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9485660" + "nextVersion": "2022-11-16-08-21-03-7748698" }, "systemData": { - "createdAt": "2022-08-26T22:19:09.4479007\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:19:09.6196197\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:11:10.28651\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:11.046557\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_26945603538", - "name": "test_26945603538", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443", + "name": "test_771338024443", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1001,20 +743,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9485823" + "nextVersion": "2022-11-16-08-21-03-7748940" }, "systemData": { - "createdAt": "2022-08-26T22:19:04.4953724\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:19:04.6780695\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:10:47.0112821\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:47.681199\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_862724624299", - "name": "test_862724624299", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771", + "name": "test_365408265771", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1022,20 +764,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9485985" + "nextVersion": "2022-11-16-08-21-03-7749182" }, "systemData": { - "createdAt": "2022-08-26T22:18:58.8643195\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:59.053151\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:10:22.1152777\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:22.8177474\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_618140898500", - "name": "test_618140898500", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659", + "name": "test_406561996659", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1043,20 +785,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9486148" + "nextVersion": "2022-11-16-08-21-03-7749421" }, "systemData": { - "createdAt": "2022-08-26T22:18:55.2800953\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:55.4981511\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:09:57.3369864\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:58.0118574\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_302366281168", - "name": "test_302366281168", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285", + "name": "test_27382998285", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1064,20 +806,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9486310" + "nextVersion": "2022-11-16-08-21-03-7749657" }, "systemData": { - "createdAt": "2022-08-26T22:18:48.6795172\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:51.1177544\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:09:32.5307266\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:33.179223\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_137388035096", - "name": "test_137388035096", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_553092624862", + "name": "test_553092624862", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1085,20 +827,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9486472" + "nextVersion": "2022-11-16-08-21-03-7749892" }, "systemData": { - "createdAt": "2022-08-26T22:18:40.5970247\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:40.7633449\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:08:40.9072133\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:08:41.8717259\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_90403252119", - "name": "test_90403252119", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_38341276331", + "name": "test_38341276331", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1106,20 +848,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9486635" + "nextVersion": "2022-11-16-08-21-03-7750090" }, "systemData": { - "createdAt": "2022-08-26T22:18:33.4245403\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:36.7366422\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:08:14.7042629\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:08:15.4279185\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_185013418406", - "name": "test_185013418406", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_789320847091", + "name": "test_789320847091", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1127,20 +869,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9486797" + "nextVersion": "2022-11-16-08-21-03-7750255" }, "systemData": { - "createdAt": "2022-08-26T22:18:26.8670689\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:28.4181647\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:07:50.0669786\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:07:50.7277044\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_575574765163", - "name": "test_575574765163", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_259510421561", + "name": "test_259510421561", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1148,20 +890,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9487032" + "nextVersion": "2022-11-16-08-21-03-7750419" }, "systemData": { - "createdAt": "2022-08-26T22:18:14.8248877\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:14.9972599\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:07:27.5085317\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:07:28.1855251\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_285260221381", - "name": "test_285260221381", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_317063764954", + "name": "test_317063764954", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1169,20 +911,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9487194" + "nextVersion": "2022-11-16-08-21-03-7750583" }, "systemData": { - "createdAt": "2022-08-26T22:18:06.8022033\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:07.0203167\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:07:02.8706312\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:07:03.5687763\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_867708182286", - "name": "test_867708182286", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_548829525524", + "name": "test_548829525524", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1190,20 +932,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9487364" + "nextVersion": "2022-11-16-08-21-03-7750867" }, "systemData": { - "createdAt": "2022-08-26T22:18:02.3798415\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:18:02.5414156\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:06:38.9374528\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:06:39.7751142\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_492623268176", - "name": "test_492623268176", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_487184475508", + "name": "test_487184475508", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1211,20 +953,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9487525" + "nextVersion": "2022-11-16-08-21-03-7751031" }, "systemData": { - "createdAt": "2022-08-26T22:17:58.1724529\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:58.387579\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:06:14.0990573\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:06:14.8276186\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_502838521922", - "name": "test_502838521922", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_142401449362", + "name": "test_142401449362", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1232,20 +974,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9487687" + "nextVersion": "2022-11-16-08-21-03-7751194" }, "systemData": { - "createdAt": "2022-08-26T22:17:50.7094183\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:50.8761907\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:05:48.7576176\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:05:49.4276231\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_876019860561", - "name": "test_876019860561", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_731745089251", + "name": "test_731745089251", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1253,20 +995,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9487849" + "nextVersion": "2022-11-16-08-21-03-7751357" }, "systemData": { - "createdAt": "2022-08-26T22:17:44.9209746\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:45.1034579\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:05:21.3006393\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:05:22.0196922\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_504426204559", - "name": "test_504426204559", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_946359384247", + "name": "test_946359384247", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1274,20 +1016,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488012" + "nextVersion": "2022-11-16-08-21-03-7751587" }, "systemData": { - "createdAt": "2022-08-26T22:17:40.6841091\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:40.8784413\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T03:27:16.0347546\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T03:27:25.0186564\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_957871362388", - "name": "test_957871362388", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_981116073608", + "name": "test_981116073608", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1295,20 +1037,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488173" + "nextVersion": "2022-11-16-08-21-03-7751800" }, "systemData": { - "createdAt": "2022-08-26T22:17:14.4101563\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:14.5740746\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T07:58:08.951742\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T07:58:20.0554027\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_738777030458", - "name": "test_738777030458", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_957358009931", + "name": "test_957358009931", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1316,20 +1058,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488334" + "nextVersion": "2022-11-16-08-21-03-7751967" }, "systemData": { - "createdAt": "2022-08-26T22:17:10.2688417\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:10.4420099\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T04:04:23.9725575\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T04:04:24.606846\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_895744920887", - "name": "test_895744920887", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_947019450205", + "name": "test_947019450205", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1337,20 +1079,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488495" + "nextVersion": "2022-11-16-08-21-03-7752134" }, "systemData": { - "createdAt": "2022-08-26T22:17:02.5062453\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:17:02.6666599\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T04:04:17.376026\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T04:04:18.0191152\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_969791973522", - "name": "test_969791973522", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_741889626421", + "name": "test_741889626421", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1358,20 +1100,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488657" + "nextVersion": "2022-11-16-08-21-03-7752299" }, "systemData": { - "createdAt": "2022-08-26T22:13:10.8280255\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:13:11.0166262\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T04:03:15.7975709\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T04:03:16.4434373\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_895499736450", - "name": "test_895499736450", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_713706041058", + "name": "test_713706041058", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1379,20 +1121,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488826" + "nextVersion": "2022-11-16-08-21-03-7752551" }, "systemData": { - "createdAt": "2022-08-26T22:09:38.6121765\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:09:38.7712467\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T04:03:10.0498754\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T04:03:10.6885039\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_607593373242", - "name": "test_607593373242", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_880712802836", + "name": "test_880712802836", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1400,20 +1142,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9488989" + "nextVersion": "2022-11-16-08-21-03-7752798" }, "systemData": { - "createdAt": "2022-08-26T22:07:14.7261509\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:07:14.8844438\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T04:02:43.1702846\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T04:02:43.8001364\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_866825797513", - "name": "test_866825797513", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_148245642471", + "name": "test_148245642471", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1421,20 +1163,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9489150" + "nextVersion": "2022-11-16-08-21-03-7753017" }, "systemData": { - "createdAt": "2022-08-26T22:06:57.7431793\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:06:57.8966948\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-15T04:02:36.7477349\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-15T04:02:37.360214\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_10739953482", - "name": "test_10739953482", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_208642053212", + "name": "test_208642053212", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1442,20 +1184,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9489311" + "nextVersion": "2022-11-16-08-21-03-7753229" }, "systemData": { - "createdAt": "2022-08-26T22:06:02.152924\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:06:02.3194379\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-11T06:37:09.3929141\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-11T06:37:10.0455733\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_656867718522", - "name": "test_656867718522", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_348537164723", + "name": "test_348537164723", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1463,20 +1205,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9489472" + "nextVersion": "2022-11-16-08-21-03-7753449" }, "systemData": { - "createdAt": "2022-08-26T22:04:20.573177\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:04:20.7509147\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-11T06:37:02.4378481\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-11T06:37:03.0873443\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_939472438880", - "name": "test_939472438880", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_304774979966", + "name": "test_304774979966", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1484,20 +1226,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9489633" + "nextVersion": "2022-11-16-08-21-03-7753675" }, "systemData": { - "createdAt": "2022-08-26T22:04:02.6543963\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:04:02.8190803\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-11T03:13:21.1869783\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-11T03:13:21.9385878\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_969476357370", - "name": "test_969476357370", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_203947298356", + "name": "test_203947298356", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1505,20 +1247,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9489796" + "nextVersion": "2022-11-16-08-21-03-7753898" }, "systemData": { - "createdAt": "2022-08-26T22:03:39.2601589\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:03:39.4182437\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:15:05.6365189\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:15:06.28491\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_933488399623", - "name": "test_933488399623", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_809750532239", + "name": "test_809750532239", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1526,20 +1268,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9489956" + "nextVersion": "2022-11-16-08-21-03-7754132" }, "systemData": { - "createdAt": "2022-08-26T22:03:00.789692\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:03:00.9672459\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:14:53.0034317\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:14:53.6933587\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_277042608975", - "name": "test_277042608975", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_134349265138", + "name": "test_134349265138", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1547,20 +1289,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9490118" + "nextVersion": "2022-11-16-08-21-03-7754370" }, "systemData": { - "createdAt": "2022-08-26T22:02:54.6595956\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:54.8646476\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:14:31.9585887\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:14:32.7222419\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_324579564725", - "name": "test_324579564725", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_519736701145", + "name": "test_519736701145", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1568,20 +1310,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9490279" + "nextVersion": "2022-11-16-08-21-03-7754627" }, "systemData": { - "createdAt": "2022-08-26T22:02:48.6647903\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:48.8608525\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:14:15.4803909\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:14:16.091099\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_20501360625", - "name": "test_20501360625", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_66410916027", + "name": "test_66410916027", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1589,20 +1331,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9490450" + "nextVersion": "2022-11-16-08-21-03-7754864" }, "systemData": { - "createdAt": "2022-08-26T22:02:42.2498576\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:42.4241012\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:14:07.3880581\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:14:08.0668867\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_881326471953", - "name": "test_881326471953", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_986742066370", + "name": "test_986742066370", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1610,20 +1352,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9492237" + "nextVersion": "2022-11-16-08-21-03-7755098" }, "systemData": { - "createdAt": "2022-08-26T22:02:38.1972311\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:38.3648026\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:09:21.1304388\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:09:21.768547\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_528743235512", - "name": "test_528743235512", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_473984763480", + "name": "test_473984763480", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1631,20 +1373,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9492439" + "nextVersion": "2022-11-16-08-21-03-7755286" }, "systemData": { - "createdAt": "2022-08-26T22:02:29.0514645\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:33.6506808\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:09:14.8780046\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:09:15.6247367\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_367429287298", - "name": "test_367429287298", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_96898103376", + "name": "test_96898103376", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1652,20 +1394,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9492601" + "nextVersion": "2022-11-16-08-21-03-7755451" }, "systemData": { - "createdAt": "2022-08-26T22:02:21.6333198\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:21.7974857\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:09:06.6903606\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:09:07.4045955\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_264055122864", - "name": "test_264055122864", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_952610050363", + "name": "test_952610050363", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1673,20 +1415,20 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9492763" + "nextVersion": "2022-11-16-08-21-03-7755620" }, "systemData": { - "createdAt": "2022-08-26T22:02:11.303462\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:16.5430845\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:08:58.3127544\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:08:58.9704687\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } }, { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_370195434692", - "name": "test_370195434692", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_50262033358", + "name": "test_50262033358", "type": "Microsoft.MachineLearningServices/workspaces/components", "properties": { "description": "", @@ -1694,59 +1436,55 @@ "properties": {}, "isArchived": false, "latestVersion": null, - "nextVersion": "2022-08-26-22-49-08-9492924" + "nextVersion": "2022-11-16-08-21-03-7758181" }, "systemData": { - "createdAt": "2022-08-26T22:02:05.7781262\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:02:07.026059\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-09T07:08:50.0932799\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-09T07:08:50.8619837\u002B00:00", + "lastModifiedBy": "Xingzhi Zhang", + "lastModifiedByType": "User" } } ], - "nextLink": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components?api-version=2022-05-01\u0026listViewType=ActiveOnly\u0026$skipToken=NTA%3d" + "nextLink": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components?api-version=2022-05-01\u0026listViewType=ActiveOnly\u0026$skipToken=H4sIAAAAAAAAA6tWCs5ILEoJyQdTzvl5JZl5pYklmfl5IfnZqXlKVtVKvqU5JZklqXmJeSUgrl9qRUlwdmaBkpWpgY6SZzFYo0t-XqqSVVpiTnGqjpJLZgpY0C0xMwcuGJJfkpjjnF8KMsTMyLC2thYA9UvKeXsAAAA" } }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_722113061581/versions?api-version=2022-05-01\u0026listViewType=ActiveOnly", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_783500543213/versions?api-version=2022-05-01\u0026listViewType=ActiveOnly", "RequestMethod": "GET", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.6 (Windows-10-10.0.22000-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Encoding": "gzip", + "Content-Length": "2479", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 26 Aug 2022 22:49:13 GMT", + "Date": "Wed, 16 Nov 2022 08:21:09 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-9c8910530aa78980f4fe73b1d506eb3d-957fba11e74d85ad-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-13dd8d0b53e6327fe216b74a57236095-2e952460717a448f-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Transfer-Encoding": "chunked", - "Vary": [ - "Accept-Encoding", - "Accept-Encoding" - ], - "x-aml-cluster": "vienna-westus-01", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "7bda32a6-ba61-44e7-8a49-c6e82e5fef42", + "x-ms-correlation-request-id": "c8400208-2c31-4fb9-8947-6a9d371828b4", "x-ms-ratelimit-remaining-subscription-reads": "11984", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "CANADACENTRAL:20220826T224914Z:7bda32a6-ba61-44e7-8a49-c6e82e5fef42", - "x-request-time": "0.141" + "x-ms-routing-request-id": "JAPANEAST:20221116T082110Z:c8400208-2c31-4fb9-8947-6a9d371828b4", + "x-request-time": "0.309" }, "ResponseBody": { "value": [ { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_722113061581/versions/0.0.1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_783500543213/versions/0.0.1", "name": "0.0.1", "type": "Microsoft.MachineLearningServices/workspaces/components/versions", "properties": { @@ -1759,7 +1497,7 @@ "isArchived": false, "isAnonymous": false, "componentSpec": { - "name": "test_722113061581", + "name": "test_783500543213", "version": "0.0.1", "display_name": "CommandComponentBasic", "is_deterministic": "True", @@ -1787,22 +1525,22 @@ "type": "uri_folder" } }, - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/000000000000000000000/versions/1", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/9c9cfba9-82bd-45db-ad06-07009d1d9672/versions/1", + "environment": "azureml://registries/azureml-dev/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", "resources": { "instance_count": "1" }, - "command": "echo Hello World \u0026 echo [${{inputs.component_in_number}}] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", + "command": "echo Hello World \u0026 echo $[[${{inputs.component_in_number}}]] \u0026 echo ${{inputs.component_in_path}} \u0026 echo ${{outputs.component_out_path}} \u003E ${{outputs.component_out_path}}/component_in_number", "$schema": "https://azuremlschemas.azureedge.net/development/commandComponent.schema.json" } }, "systemData": { - "createdAt": "2022-08-26T22:49:07.8873649\u002B00:00", - "createdBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "createdByType": "Application", - "lastModifiedAt": "2022-08-26T22:49:08.0584192\u002B00:00", - "lastModifiedBy": "5019366a-3f7a-4d18-adae-d2483c23e1ee", - "lastModifiedByType": "Application" + "createdAt": "2022-11-16T08:20:59.6626035\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:21:00.3217285\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" } } ] @@ -1810,6 +1548,6 @@ } ], "Variables": { - "component_name": "test_722113061581" + "component name": "test_783500543213" } } diff --git a/sdk/ml/azure-ai-ml/tests/recordings/dsl/e2etests/test_dsl_pipeline.pyTestDSLPipelinetest_parallel_job.json b/sdk/ml/azure-ai-ml/tests/recordings/dsl/e2etests/test_dsl_pipeline.pyTestDSLPipelinetest_parallel_job.json index 37e544090e62..25a589ca4b56 100644 --- a/sdk/ml/azure-ai-ml/tests/recordings/dsl/e2etests/test_dsl_pipeline.pyTestDSLPipelinetest_parallel_job.json +++ b/sdk/ml/azure-ai-ml/tests/recordings/dsl/e2etests/test_dsl_pipeline.pyTestDSLPipelinetest_parallel_job.json @@ -7,7 +7,7 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, @@ -15,24 +15,24 @@ "Cache-Control": "no-cache", "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:28:45 GMT", + "Date": "Wed, 16 Nov 2022 08:41:40 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-5025d78c61715c5351f9779aadf986ef-2ffb6a7997f71fde-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-9e6605db43b807e07eb7e8f352dc2c95-e117d0ecf1be8d89-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", "Transfer-Encoding": "chunked", "Vary": [ "Accept-Encoding", "Accept-Encoding" ], - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "59b4ce61-def7-43bb-b805-cb0bda35f66b", - "x-ms-ratelimit-remaining-subscription-reads": "11941", + "x-ms-correlation-request-id": "fa9ab7e0-8526-4a22-ac78-0db1e77fa736", + "x-ms-ratelimit-remaining-subscription-reads": "11993", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162845Z:59b4ce61-def7-43bb-b805-cb0bda35f66b", - "x-request-time": "0.134" + "x-ms-routing-request-id": "JAPANEAST:20221116T084140Z:fa9ab7e0-8526-4a22-ac78-0db1e77fa736", + "x-request-time": "0.103" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -47,17 +47,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav6dhrxexwlv7g", - "containerName": "azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-09-22T03:07:29.4396872\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-09-22T03:07:30.424941\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -71,7 +71,7 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, @@ -79,21 +79,21 @@ "Cache-Control": "no-cache", "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:28:46 GMT", + "Date": "Wed, 16 Nov 2022 08:41:40 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-1e2e15ee6a58fbf10b7d0b46e624e241-5ea4bff69d7fbab6-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-99a8b52c7c97e5e75625423c43ff555f-0ba67155d676707a-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", "Transfer-Encoding": "chunked", "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "0ec091de-0bf4-461a-920b-a4b123df0270", - "x-ms-ratelimit-remaining-subscription-writes": "1160", + "x-ms-correlation-request-id": "b81eb801-637e-4598-b863-80753945132e", + "x-ms-ratelimit-remaining-subscription-writes": "1195", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162846Z:0ec091de-0bf4-461a-920b-a4b123df0270", - "x-request-time": "0.097" + "x-ms-routing-request-id": "JAPANEAST:20221116T084141Z:b81eb801-637e-4598-b863-80753945132e", + "x-request-time": "0.120" }, "ResponseBody": { "secretsType": "AccountKey", @@ -101,14 +101,14 @@ } }, { - "RequestUri": "https://sav6dhrxexwlv7g.blob.core.windows.net/azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c/LocalUpload/00000000000000000000000000000000/src/convert_data.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/src/convert_data.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22622-SP0)", - "x-ms-date": "Fri, 23 Sep 2022 16:28:48 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:41:42 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, @@ -118,9 +118,9 @@ "Content-Length": "969", "Content-MD5": "DhunCanKGufSVuPKEYN51w==", "Content-Type": "application/octet-stream", - "Date": "Fri, 23 Sep 2022 16:28:46 GMT", - "ETag": "\u00220x8DA9D77F491F568\u0022", - "Last-Modified": "Fri, 23 Sep 2022 15:26:15 GMT", + "Date": "Wed, 16 Nov 2022 08:41:42 GMT", + "ETag": "\u00220x8DA9D4A193DC816\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:58:00 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -129,10 +129,10 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Fri, 23 Sep 2022 15:26:15 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:57:59 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "55c9c168-236e-473f-b35e-c3cba03dad49", + "x-ms-meta-name": "3af49689-e732-4d3f-9854-43df40223df3", "x-ms-meta-upload_status": "completed", "x-ms-meta-version": "1", "x-ms-server-encrypted": "true", @@ -141,20 +141,20 @@ "ResponseBody": null }, { - "RequestUri": "https://sav6dhrxexwlv7g.blob.core.windows.net/azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c/az-ml-artifacts/00000000000000000000000000000000/src/convert_data.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/src/convert_data.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22622-SP0)", - "x-ms-date": "Fri, 23 Sep 2022 16:28:48 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:41:43 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Fri, 23 Sep 2022 16:28:46 GMT", + "Date": "Wed, 16 Nov 2022 08:41:42 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -167,7 +167,7 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/55c9c168-236e-473f-b35e-c3cba03dad49/versions/1?api-version=2022-05-01", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/3af49689-e732-4d3f-9854-43df40223df3/versions/1?api-version=2022-05-01", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", @@ -175,7 +175,7 @@ "Connection": "keep-alive", "Content-Length": "292", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -185,7 +185,7 @@ }, "isAnonymous": true, "isArchived": false, - "codeUri": "https://sav6dhrxexwlv7g.blob.core.windows.net/azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c/LocalUpload/00000000000000000000000000000000/src" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/src" } }, "StatusCode": 200, @@ -193,27 +193,27 @@ "Cache-Control": "no-cache", "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:28:48 GMT", + "Date": "Wed, 16 Nov 2022 08:41:53 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-9a495bdd5772015a42c9c29b689498b3-a4ae17ef17267edc-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-8ae48d92d22bbd6e9d312fedaf05bc91-79fb80985020a6ef-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", "Transfer-Encoding": "chunked", "Vary": [ "Accept-Encoding", "Accept-Encoding" ], - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "6b268a49-ecca-4e14-8e9c-dad12b2a1d56", - "x-ms-ratelimit-remaining-subscription-writes": "1104", + "x-ms-correlation-request-id": "ad654554-5b54-42f2-81ae-d63cd885e090", + "x-ms-ratelimit-remaining-subscription-writes": "1191", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162848Z:6b268a49-ecca-4e14-8e9c-dad12b2a1d56", - "x-request-time": "0.104" + "x-ms-routing-request-id": "JAPANEAST:20221116T084154Z:ad654554-5b54-42f2-81ae-d63cd885e090", + "x-request-time": "11.313" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/55c9c168-236e-473f-b35e-c3cba03dad49/versions/1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/3af49689-e732-4d3f-9854-43df40223df3/versions/1", "name": "1", "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", "properties": { @@ -225,13 +225,13 @@ }, "isArchived": false, "isAnonymous": false, - "codeUri": "https://sav6dhrxexwlv7g.blob.core.windows.net/azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c/LocalUpload/00000000000000000000000000000000/src" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/src" }, "systemData": { - "createdAt": "2022-09-23T15:26:16.5278828\u002B00:00", - "createdBy": "Zhengfei Wang", + "createdAt": "2022-09-23T09:58:01.1651738\u002B00:00", + "createdBy": "Ying Chen", "createdByType": "User", - "lastModifiedAt": "2022-09-23T16:28:48.1501661\u002B00:00", + "lastModifiedAt": "2022-11-16T08:41:54.0593717\u002B00:00", "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } @@ -244,9 +244,9 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "Content-Length": "1190", + "Content-Length": "1025", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -256,7 +256,6 @@ "isArchived": false, "componentSpec": { "name": "azureml_anonymous", - "tags": {}, "version": "000000000000000000000", "display_name": "parallel_node", "is_deterministic": true, @@ -278,10 +277,10 @@ "logging_level": "DEBUG", "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/55c9c168-236e-473f-b35e-c3cba03dad49/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/3af49689-e732-4d3f-9854-43df40223df3/versions/1", "entry_script": "score.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/5" + "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:5" }, "mini_batch_size": "5", "input_data": "${{inputs.job_data_path}}", @@ -295,26 +294,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2208", + "Content-Length": "2102", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:28:49 GMT", + "Date": "Wed, 16 Nov 2022 08:41:56 GMT", "Expires": "-1", "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/000000000000000000000?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-ad94a23d838d703818bf043534ca9e95-dcfd5fdb726456a9-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-77d867952ac4ed7cd903560f670de266-321c0c2d02d2d742-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "93e86274-3d2b-4796-a2c5-389c3e41c379", - "x-ms-ratelimit-remaining-subscription-writes": "1103", + "x-ms-correlation-request-id": "66c05f54-3b14-448b-a31d-b6e0a96a0d9b", + "x-ms-ratelimit-remaining-subscription-writes": "1190", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162849Z:93e86274-3d2b-4796-a2c5-389c3e41c379", - "x-request-time": "0.670" + "x-ms-routing-request-id": "JAPANEAST:20221116T084157Z:66c05f54-3b14-448b-a31d-b6e0a96a0d9b", + "x-request-time": "2.184" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/9aa6cd09-78eb-41ea-9765-67a482850691", - "name": "9aa6cd09-78eb-41ea-9765-67a482850691", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/3091784f-48ea-4bbd-80f0-947be04a4608", + "name": "3091784f-48ea-4bbd-80f0-947be04a4608", "type": "Microsoft.MachineLearningServices/workspaces/components/versions", "properties": { "description": null, @@ -324,7 +323,7 @@ "isAnonymous": true, "componentSpec": { "name": "azureml_anonymous", - "version": "9aa6cd09-78eb-41ea-9765-67a482850691", + "version": "3091784f-48ea-4bbd-80f0-947be04a4608", "display_name": "parallel_node", "is_deterministic": "True", "type": "parallel", @@ -340,8 +339,8 @@ } }, "task": { - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/55c9c168-236e-473f-b35e-c3cba03dad49/versions/1", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/5", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/3af49689-e732-4d3f-9854-43df40223df3/versions/1", + "environment": "azureml://registries/azureml-dev/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/5", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "entry_script": "score.py", "type": "run_function" @@ -360,10 +359,10 @@ } }, "systemData": { - "createdAt": "2022-09-23T16:28:49.5254662\u002B00:00", + "createdAt": "2022-11-16T08:41:55.9836951\u002B00:00", "createdBy": "Zhengfei Wang", "createdByType": "User", - "lastModifiedAt": "2022-09-23T16:28:49.5254662\u002B00:00", + "lastModifiedAt": "2022-11-16T08:41:55.9836951\u002B00:00", "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } @@ -376,7 +375,7 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, @@ -384,24 +383,24 @@ "Cache-Control": "no-cache", "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:28:52 GMT", + "Date": "Wed, 16 Nov 2022 08:41:56 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-88c8696a7a95a2fa73fab0b07c651fb0-a7fcb34a9ea26874-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-cb9ebdb198a85f00e051097a988952e3-e49c1b76ee3f6da8-01\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", "Transfer-Encoding": "chunked", "Vary": [ "Accept-Encoding", "Accept-Encoding" ], - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "ea5b08c8-d766-4251-b80a-10c3ac9de397", - "x-ms-ratelimit-remaining-subscription-reads": "11940", + "x-ms-correlation-request-id": "a5f0c01d-be12-4c2e-a490-40845470a942", + "x-ms-ratelimit-remaining-subscription-reads": "11992", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162852Z:ea5b08c8-d766-4251-b80a-10c3ac9de397", - "x-request-time": "0.084" + "x-ms-routing-request-id": "JAPANEAST:20221116T084157Z:a5f0c01d-be12-4c2e-a490-40845470a942", + "x-request-time": "0.090" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -416,17 +415,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav6dhrxexwlv7g", - "containerName": "azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-09-22T03:07:29.4396872\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-09-22T03:07:30.424941\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -440,7 +439,7 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, @@ -448,21 +447,21 @@ "Cache-Control": "no-cache", "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:28:52 GMT", + "Date": "Wed, 16 Nov 2022 08:41:57 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-d74624de7e0358290f328af337a8f35a-d7bc5561624fdd5b-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-70d995c9b6cf236fd5dcbb48a84478ce-724df89ee411273e-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", "Transfer-Encoding": "chunked", "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "3ad3b0d9-34ef-4c3d-866f-6368411140d3", - "x-ms-ratelimit-remaining-subscription-writes": "1159", + "x-ms-correlation-request-id": "d5fa472b-6d6c-4bcc-ac04-6113a5a3946b", + "x-ms-ratelimit-remaining-subscription-writes": "1194", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162853Z:3ad3b0d9-34ef-4c3d-866f-6368411140d3", - "x-request-time": "0.088" + "x-ms-routing-request-id": "JAPANEAST:20221116T084158Z:d5fa472b-6d6c-4bcc-ac04-6113a5a3946b", + "x-request-time": "0.108" }, "ResponseBody": { "secretsType": "AccountKey", @@ -470,14 +469,14 @@ } }, { - "RequestUri": "https://sav6dhrxexwlv7g.blob.core.windows.net/azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c/LocalUpload/00000000000000000000000000000000/mnist-data/0.png", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/mnist-data/0.png", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22622-SP0)", - "x-ms-date": "Fri, 23 Sep 2022 16:28:55 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:41:58 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, @@ -487,9 +486,9 @@ "Content-Length": "223", "Content-MD5": "yLW2CQQeldeN1S7hH1/5Nw==", "Content-Type": "application/octet-stream", - "Date": "Fri, 23 Sep 2022 16:28:53 GMT", - "ETag": "\u00220x8DA9D77C1560DE2\u0022", - "Last-Modified": "Fri, 23 Sep 2022 15:24:49 GMT", + "Date": "Wed, 16 Nov 2022 08:41:58 GMT", + "ETag": "\u00220x8DA9D49DDA8E2B9\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:56:20 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -498,32 +497,32 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Fri, 23 Sep 2022 15:24:48 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:56:19 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "e6954628-b564-4b7e-bf0e-472284fbfa3f", + "x-ms-meta-name": "6d38069b-69f7-4247-bed0-fffe996f3098", "x-ms-meta-upload_status": "completed", - "x-ms-meta-version": "c9aa34c9-8122-4239-abd0-25287b724051", + "x-ms-meta-version": "315ab246-e719-41ed-9ad8-28f2f315a8e2", "x-ms-server-encrypted": "true", "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://sav6dhrxexwlv7g.blob.core.windows.net/azureml-blobstore-e950f876-7257-4cf3-99a5-ff66812ac44c/az-ml-artifacts/00000000000000000000000000000000/mnist-data/0.png", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/mnist-data/0.png", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22622-SP0)", - "x-ms-date": "Fri, 23 Sep 2022 16:28:56 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:41:59 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Fri, 23 Sep 2022 16:28:54 GMT", + "Date": "Wed, 16 Nov 2022 08:41:58 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -536,15 +535,15 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-06-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "Content-Length": "2170", + "Content-Length": "1827", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -554,7 +553,7 @@ "owner": "sdkteam", "tag": "tagvalue" }, - "displayName": "test_218046715500", + "displayName": "test_162897344120", "experimentName": "parallel_in_pipeline", "isArchived": false, "jobType": "Pipeline", @@ -569,25 +568,19 @@ "parallel_node": { "type": "parallel", "resources": { - "instance_count": 2, - "properties": {} + "instance_count": 2 }, - "error_threshold": null, "mini_batch_error_threshold": 1, - "environment_variables": {}, "max_concurrency_per_instance": 1, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/55c9c168-236e-473f-b35e-c3cba03dad49/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/3af49689-e732-4d3f-9854-43df40223df3/versions/1", "entry_script": "score.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/5" + "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:5" }, "input_data": "${{inputs.job_data_path}}", "name": "parallel_node", - "display_name": null, - "tags": {}, - "computeId": null, "inputs": { "job_data_path": { "job_input_type": "literal", @@ -600,11 +593,8 @@ "type": "literal" } }, - "properties": {}, "_source": "CLASS", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/9aa6cd09-78eb-41ea-9765-67a482850691", - "retry_settings": null, - "logging_level": null, + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/3091784f-48ea-4bbd-80f0-947be04a4608", "mini_batch_size": 5 } }, @@ -622,22 +612,22 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "4520", + "Content-Length": "4153", "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:29:04 GMT", + "Date": "Wed, 16 Nov 2022 08:42:06 GMT", "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-06-01-preview", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-0f46cef4dfb59086f95b4fafbb3e9f1e-d7bb04e64b311d10-01\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-6bbab0c07b8bc5791210e987c1d27b17-24994119191267ff-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-02", + "x-aml-cluster": "vienna-test-westus2-01", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "5e2c49a0-f22e-443f-991c-f433106c2525", - "x-ms-ratelimit-remaining-subscription-writes": "1102", + "x-ms-correlation-request-id": "6886e1d7-53ec-4a07-903f-9bff1398eb79", + "x-ms-ratelimit-remaining-subscription-writes": "1189", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162904Z:5e2c49a0-f22e-443f-991c-f433106c2525", - "x-request-time": "3.731" + "x-ms-routing-request-id": "JAPANEAST:20221116T084206Z:6886e1d7-53ec-4a07-903f-9bff1398eb79", + "x-request-time": "3.561" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", @@ -661,17 +651,18 @@ "azureml.defaultDataStoreName": "workspaceblobstore", "azureml.pipelineComponent": "pipelinerun" }, - "displayName": "test_218046715500", + "displayName": "test_162897344120", "status": "Preparing", "experimentName": "parallel_in_pipeline", "services": { "Tracking": { "jobServiceType": "Tracking", "port": null, - "endpoint": "azureml://eastus2.api.azureml.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", "status": null, "errorMessage": null, - "properties": null + "properties": null, + "nodes": null }, "Studio": { "jobServiceType": "Studio", @@ -679,7 +670,8 @@ "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", "status": null, "errorMessage": null, - "properties": null + "properties": null, + "nodes": null } }, "computeId": null, @@ -695,25 +687,19 @@ "parallel_node": { "type": "parallel", "resources": { - "instance_count": 2, - "properties": {} + "instance_count": 2 }, - "error_threshold": null, "mini_batch_error_threshold": 1, - "environment_variables": {}, "max_concurrency_per_instance": 1, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/55c9c168-236e-473f-b35e-c3cba03dad49/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/3af49689-e732-4d3f-9854-43df40223df3/versions/1", "entry_script": "score.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", - "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/5" + "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:5" }, "input_data": "${{inputs.job_data_path}}", "name": "parallel_node", - "display_name": null, - "tags": {}, - "computeId": null, "inputs": { "job_data_path": { "job_input_type": "literal", @@ -726,11 +712,8 @@ "type": "literal" } }, - "properties": {}, "_source": "CLASS", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/9aa6cd09-78eb-41ea-9765-67a482850691", - "retry_settings": null, - "logging_level": null, + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/3091784f-48ea-4bbd-80f0-947be04a4608", "mini_batch_size": 5 } }, @@ -753,47 +736,14 @@ "sourceJobId": null }, "systemData": { - "createdAt": "2022-09-23T16:29:04.2147426\u002B00:00", + "createdAt": "2022-11-16T08:42:05.9680204\u002B00:00", "createdBy": "Zhengfei Wang", "createdByType": "User" } } - }, - { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000/cancel?api-version=2022-06-01-preview", - "RequestMethod": "POST", - "RequestHeaders": { - "Accept": "application/json", - "Accept-Encoding": "gzip, deflate", - "Connection": "keep-alive", - "Content-Length": "0", - "User-Agent": "azure-ai-ml/0.0.139 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22622-SP0)" - }, - "RequestBody": null, - "StatusCode": 202, - "ResponseHeaders": { - "Cache-Control": "no-cache", - "Content-Length": "4", - "Content-Type": "application/json; charset=utf-8", - "Date": "Fri, 23 Sep 2022 16:29:07 GMT", - "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/providers/Microsoft.MachineLearningServices/locations/eastus2/mfeOperationResults/jc:e950f876-7257-4cf3-99a5-ff66812ac44c:000000000000000000000?api-version=2022-06-01-preview", - "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-02", - "X-Content-Type-Options": "nosniff", - "x-ms-async-operation-timeout": "PT1H", - "x-ms-correlation-request-id": "3f0ca707-8616-4381-ac1c-2e12cf905432", - "x-ms-ratelimit-remaining-subscription-writes": "1158", - "x-ms-response-type": "standard", - "x-ms-routing-request-id": "KOREACENTRAL:20220923T162908Z:3f0ca707-8616-4381-ac1c-2e12cf905432", - "x-request-time": "0.510" - }, - "ResponseBody": "null" } ], "Variables": { - "pipeline_name": "test_218046715500" + "pipeline_name": "test_162897344120" } } diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[0-ls_command_component.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[0-ls_command_component.yaml].json new file mode 100644 index 000000000000..ef8a54283739 --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[0-ls_command_component.yaml].json @@ -0,0 +1,1026 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist_model/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "933", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:23 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-591fc0c7ea095dc53d737dec30374f18-970847c992fb93f6-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "eaea3829-fe10-4602-8a39-16d78da83ced", + "x-ms-ratelimit-remaining-subscription-reads": "11990", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080924Z:eaea3829-fe10-4602-8a39-16d78da83ced", + "x-request-time": "0.047" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist_model/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:40.2164163\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:40.2354194\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "927", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:23 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-1221065c0308dee664374d0d5f5241a9-b94648b3c9cadd0d-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "1a1b16ca-c2a2-4da3-a3e5-3f107336a4d9", + "x-ms-ratelimit-remaining-subscription-reads": "11989", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080924Z:1a1b16ca-c2a2-4da3-a3e5-3f107336a4d9", + "x-request-time": "0.046" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:44.0418283\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:44.0609656\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "940", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:24 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-b4d68b99e0b6498f82b6c3f64f257d8c-a95c3d717f0c5f14-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "29745fe4-f550-42d4-babd-8bab7725a3ff", + "x-ms-ratelimit-remaining-subscription-reads": "11988", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080925Z:29745fe4-f550-42d4-babd-8bab7725a3ff", + "x-request-time": "0.052" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:48.3746339\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:48.3904292\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_Adls_Tsv/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "930", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:24 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-805a62c26c475766577a1ec7cdad83cf-c9d93d446386ef49-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "d5d0ba5d-19ea-4c56-b6b6-15e1e50271c5", + "x-ms-ratelimit-remaining-subscription-reads": "11987", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080925Z:d5d0ba5d-19ea-4c56-b6b6-15e1e50271c5", + "x-request-time": "0.054" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_Adls_Tsv/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:52.0981963\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:52.1179821\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_aml_component_datatransfer_folder/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "955", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:25 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-c6af9f66af6d3d1cd4110657a4a86cb0-99e03567883d2a08-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "1fe4e41f-101b-489a-9d1b-8e47fd142924", + "x-ms-ratelimit-remaining-subscription-reads": "11986", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080926Z:1fe4e41f-101b-489a-9d1b-8e47fd142924", + "x-request-time": "0.034" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_aml_component_datatransfer_folder/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:55.9668172\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:55.9831047\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_reghits/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "929", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:25 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-37a41b11a26db1fb5e1045962ccdd3d9-a5eff58e261d0093-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "a2be95f8-a1c0-48ca-bd3c-f5077bc4e635", + "x-ms-ratelimit-remaining-subscription-reads": "11985", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080926Z:a2be95f8-a1c0-48ca-bd3c-f5077bc4e635", + "x-request-time": "0.033" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_reghits/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:33:00.1620353\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:33:00.1831634\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_starlite_sample_output/versions/2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "944", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:26 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-aeeddecf358d8d4a03905c48b181c966-845d75d22fec8e1b-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "ed17486a-0881-4fbc-8ab1-c79180e88009", + "x-ms-ratelimit-remaining-subscription-reads": "11984", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080927Z:ed17486a-0881-4fbc-8ab1-c79180e88009", + "x-request-time": "0.035" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_starlite_sample_output/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:33:05.1339184\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:33:05.1507003\u002B00:00" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:26 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-977166f48c978226127171dda3bab4fb-2d029877d60d91b9-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "ab831cfb-f504-43b4-b579-1093a2b30ff6", + "x-ms-ratelimit-remaining-subscription-reads": "11983", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080927Z:ab831cfb-f504-43b4-b579-1093a2b30ff6", + "x-request-time": "0.086" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:27 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-f0391270072af0f76751cecbb3afa2fa-357224639822beb8-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "63165734-7a77-459f-a4ae-632206681f4b", + "x-ms-ratelimit-remaining-subscription-writes": "1199", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080928Z:63165734-7a77-459f-a4ae-632206681f4b", + "x-request-time": "0.561" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/command-component-ls/ls_command_component.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:09:29 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "235", + "Content-MD5": "wrKySo1YJaK1LkEEYNkgog==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:09:29 GMT", + "ETag": "\u00220x8DAB58D283BB4F1\u0022", + "Last-Modified": "Mon, 24 Oct 2022 06:58:29 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 06:58:29 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "ca358933-f89d-b559-6e19-671fbd3fb357", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/command-component-ls/ls_command_component.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:09:30 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:09:29 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/ca358933-f89d-b559-6e19-671fbd3fb357/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "313", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/command-component-ls" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "843", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:30 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-57d6f73a6dd2047c05049b129e4f92c6-c9ad4291b7c46aa8-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "302f9650-ae06-4e83-8ef6-2154de1cd7f6", + "x-ms-ratelimit-remaining-subscription-writes": "1199", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080931Z:302f9650-ae06-4e83-8ef6-2154de1cd7f6", + "x-request-time": "0.431" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/ca358933-f89d-b559-6e19-671fbd3fb357/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/command-component-ls" + }, + "systemData": { + "createdAt": "2022-10-24T06:58:31.0414494\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:30.9370412\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "603", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_27382998285", + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/CommandComponent.json", + "display_name": "Ls Command", + "is_deterministic": true, + "type": "CommandComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/ca358933-f89d-b559-6e19-671fbd3fb357/versions/1", + "environment": { + "os": "Linux", + "name": "AzureML-Designer" + }, + "command": "ls" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1334", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:32 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-7d6ce78e3448472668df0ca2cf7dd2f5-152b6a729048d99e-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "4d5c8569-b0f0-48c1-a3ed-5dbbfe4fb73b", + "x-ms-ratelimit-remaining-subscription-writes": "1198", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080933Z:4d5c8569-b0f0-48c1-a3ed-5dbbfe4fb73b", + "x-request-time": "1.987" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/CommandComponent.json", + "name": "test_27382998285", + "version": "0.0.1", + "display_name": "Ls Command", + "is_deterministic": "True", + "type": "CommandComponent", + "environment": { + "name": "AzureML-Designer", + "os": "Linux" + }, + "successful_return_code": "Zero", + "command": "ls", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/ca358933-f89d-b559-6e19-671fbd3fb357/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:09:32.5307266\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:33.179223\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1334", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:38 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-78820dd3397be3d61fdc7037de9f89a8-404da5c4c23f3252-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "862c8f02-6a56-45b9-9697-a9fef7f919d0", + "x-ms-ratelimit-remaining-subscription-reads": "11982", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080939Z:862c8f02-6a56-45b9-9697-a9fef7f919d0", + "x-request-time": "0.379" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/CommandComponent.json", + "name": "test_27382998285", + "version": "0.0.1", + "display_name": "Ls Command", + "is_deterministic": "True", + "type": "CommandComponent", + "environment": { + "name": "AzureML-Designer", + "os": "Linux" + }, + "successful_return_code": "Zero", + "command": "ls", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/ca358933-f89d-b559-6e19-671fbd3fb357/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:09:32.5307266\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:33.179223\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2015", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:43 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-dbf0733de66500ef52a5682e54f1b71a-e3ba746166822230-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-01", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "e2e3b856-3b1e-4705-b14c-c052a5c0e5b6", + "x-ms-ratelimit-remaining-subscription-reads": "11981", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080943Z:e2e3b856-3b1e-4705-b14c-c052a5c0e5b6", + "x-request-time": "0.260" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "name": "cpu-cluster", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "location": "centraluseuap", + "tags": {}, + "properties": { + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", + "disableLocalAuth": false, + "description": null, + "resourceId": null, + "computeType": "AmlCompute", + "computeLocation": "centraluseuap", + "provisioningState": "Succeeded", + "provisioningErrors": null, + "isAttachedCompute": false, + "properties": { + "vmSize": "STANDARD_DS2_V2", + "vmPriority": "Dedicated", + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 1, + "nodeIdleTimeBeforeScaleDown": "PT2M" + }, + "subnet": null, + "currentNodeCount": 1, + "targetNodeCount": 1, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 1, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "allocationState": "Steady", + "allocationStateTransitionTime": "2022-11-16T07:42:29.668\u002B00:00", + "errors": [ + { + "error": { + "code": "ClusterCoreQuotaReached", + "message": "Operation results in exceeding quota limits of Total Cluster Dedicated Regional vCPUs. Maximum allowed: 100, Current in use: 100, Additional requested: 6. Click here to view and request for quota: https://portal.azure.com/#resource/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/quotaUsage" + } + } + ], + "remoteLoginPortPublicAccess": "Enabled", + "osType": "Linux", + "virtualMachineImage": null, + "isolatedNetwork": false, + "propertyBag": {} + } + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1083", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "limits": { + "job_limits_type": "Command", + "timeout": "PT5M" + }, + "resources": { + "instance_count": 2, + "instance_type": "1Gi", + "properties": {}, + "docker_args": "--cpus=2 --memory=1GB", + "shm_size": "4g" + }, + "environment_variables": { + "verbose": "DEBUG" + }, + "type": "CommandComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3105", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:48 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-1534f5e61130452eb748a20e9e275dfc-f2106617965f2bf0-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "dac61c62-d414-49cb-95bc-fe9d059e6050", + "x-ms-ratelimit-remaining-subscription-writes": "1197", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080949Z:dac61c62-d414-49cb-95bc-fe9d059e6050", + "x-request-time": "3.422" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + }, + "jobs": { + "node": { + "limits": { + "job_limits_type": "Command", + "timeout": "PT5M" + }, + "resources": { + "instance_count": 2, + "instance_type": "1Gi", + "properties": {}, + "docker_args": "--cpus=2 --memory=1GB", + "shm_size": "4g" + }, + "environment_variables": { + "verbose": "DEBUG" + }, + "type": "CommandComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_27382998285/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:09:48.4642118\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_27382998285" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[1-component_spec.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[1-component_spec.yaml].json new file mode 100644 index 000000000000..f14d58ef4423 --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[1-component_spec.yaml].json @@ -0,0 +1,771 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:54 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-97d121ebfb5a1cb5385baa6c4bda3c3e-b0781b292e972377-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "c75f76f1-6aea-4393-abac-8cb0884cb87b", + "x-ms-ratelimit-remaining-subscription-reads": "11980", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080954Z:c75f76f1-6aea-4393-abac-8cb0884cb87b", + "x-request-time": "0.114" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:54 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-e6ba9ce03bdbcabe58288f67342986a4-0b8e6a1c9e640aaf-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "4805904e-09ef-461d-948a-7bbe7a6f62fb", + "x-ms-ratelimit-remaining-subscription-writes": "1198", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080954Z:4805904e-09ef-461d-948a-7bbe7a6f62fb", + "x-request-time": "0.099" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/distribution-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:09:55 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "734", + "Content-MD5": "CLjHRR9klQCsDjH3ycDqaA==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:09:54 GMT", + "ETag": "\u00220x8DAB5ADCA0AAD6B\u0022", + "Last-Modified": "Mon, 24 Oct 2022 10:52:05 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 10:52:04 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "0538e903-ac4e-f403-c41e-5dc75a9c2e6b", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/distribution-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:09:55 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:09:54 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0538e903-ac4e-f403-c41e-5dc75a9c2e6b/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "315", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/distribution-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "844", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:55 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-0b66456e106844cfa951d9409d233d81-86bdc5a5008b547d-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "31ad3554-8eed-4d8c-8f92-9a7f85b84568", + "x-ms-ratelimit-remaining-subscription-writes": "1196", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080956Z:31ad3554-8eed-4d8c-8f92-9a7f85b84568", + "x-request-time": "0.221" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0538e903-ac4e-f403-c41e-5dc75a9c2e6b/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/distribution-component" + }, + "systemData": { + "createdAt": "2022-10-24T10:52:05.7239361\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:55.870595\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1066", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_406561996659", + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/DistributedComponent.json", + "display_name": "MPI Example", + "inputs": { + "input_path": { + "type": "path", + "description": "The directory contains input data." + }, + "string_parameter": { + "type": "String", + "optional": true, + "description": "A parameter accepts a string value." + } + }, + "outputs": { + "output_path": { + "type": "path", + "description": "The directory contains output data." + } + }, + "type": "DistributedComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0538e903-ac4e-f403-c41e-5dc75a9c2e6b/versions/1", + "environment": { + "os": "Linux", + "name": "AzureML-Minimal" + }, + "launcher": { + "type": "mpi", + "additional_arguments": "python train.py --input-path {inputs.input_path} [--string-parameter {inputs.string_parameter}] --output-path {outputs.output_path}" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2069", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:09:58 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-cf133f780b7cb68272eb279aa56c3950-91f8ddd57966b558-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "476f8ce8-814c-4d0f-afc6-8920edefecc5", + "x-ms-ratelimit-remaining-subscription-writes": "1195", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T080958Z:476f8ce8-814c-4d0f-afc6-8920edefecc5", + "x-request-time": "1.985" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/DistributedComponent.json", + "name": "test_406561996659", + "version": "0.0.1", + "display_name": "MPI Example", + "is_deterministic": "True", + "type": "DistributedComponent", + "inputs": { + "input_path": { + "type": "path", + "optional": "False", + "description": "The directory contains input data.", + "datastore_mode": "Mount" + }, + "string_parameter": { + "type": "String", + "optional": "True", + "description": "A parameter accepts a string value." + } + }, + "outputs": { + "output_path": { + "type": "path", + "description": "The directory contains output data.", + "datastore_mode": "Upload" + } + }, + "environment": { + "name": "AzureML-Minimal", + "os": "Linux" + }, + "launcher": { + "type": "mpi", + "additional_arguments": "python train.py --input-path {inputs.input_path} [--string-parameter {inputs.string_parameter}] --output-path {outputs.output_path}" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0538e903-ac4e-f403-c41e-5dc75a9c2e6b/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:09:57.3369864\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:58.0118574\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2069", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:03 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-5153353fdcd412ed3626c97253be792b-d63c84ad211002e8-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "896df587-b728-40cb-9778-7f9e9a771e81", + "x-ms-ratelimit-remaining-subscription-reads": "11982", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081004Z:896df587-b728-40cb-9778-7f9e9a771e81", + "x-request-time": "0.348" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/DistributedComponent.json", + "name": "test_406561996659", + "version": "0.0.1", + "display_name": "MPI Example", + "is_deterministic": "True", + "type": "DistributedComponent", + "inputs": { + "input_path": { + "type": "path", + "optional": "False", + "description": "The directory contains input data.", + "datastore_mode": "Mount" + }, + "string_parameter": { + "type": "String", + "optional": "True", + "description": "A parameter accepts a string value." + } + }, + "outputs": { + "output_path": { + "type": "path", + "description": "The directory contains output data.", + "datastore_mode": "Upload" + } + }, + "environment": { + "name": "AzureML-Minimal", + "os": "Linux" + }, + "launcher": { + "type": "mpi", + "additional_arguments": "python train.py --input-path {inputs.input_path} [--string-parameter {inputs.string_parameter}] --output-path {outputs.output_path}" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0538e903-ac4e-f403-c41e-5dc75a9c2e6b/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:09:57.3369864\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:09:58.0118574\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2015", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:07 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-6dc979e2c5c32b18d4f44cf70153fc06-62382903856a719b-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-01", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "ddc9bfe8-1d4a-406f-a43f-c8d7138ea415", + "x-ms-ratelimit-remaining-subscription-reads": "11981", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081007Z:ddc9bfe8-1d4a-406f-a43f-c8d7138ea415", + "x-request-time": "0.253" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "name": "cpu-cluster", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "location": "centraluseuap", + "tags": {}, + "properties": { + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", + "disableLocalAuth": false, + "description": null, + "resourceId": null, + "computeType": "AmlCompute", + "computeLocation": "centraluseuap", + "provisioningState": "Succeeded", + "provisioningErrors": null, + "isAttachedCompute": false, + "properties": { + "vmSize": "STANDARD_DS2_V2", + "vmPriority": "Dedicated", + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 1, + "nodeIdleTimeBeforeScaleDown": "PT2M" + }, + "subnet": null, + "currentNodeCount": 1, + "targetNodeCount": 1, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 1, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "allocationState": "Steady", + "allocationStateTransitionTime": "2022-11-16T07:42:29.668\u002B00:00", + "errors": [ + { + "error": { + "code": "ClusterCoreQuotaReached", + "message": "Operation results in exceeding quota limits of Total Cluster Dedicated Regional vCPUs. Maximum allowed: 100, Current in use: 100, Additional requested: 6. Click here to view and request for quota: https://portal.azure.com/#resource/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/quotaUsage" + } + } + ], + "remoteLoginPortPublicAccess": "Enabled", + "osType": "Linux", + "virtualMachineImage": null, + "isolatedNetwork": false, + "propertyBag": {} + } + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1065", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:07 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-6d08cfc21ceee6a3c4d226da20c1d556-517a29e8565d6dec-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "981781d3-4996-4227-8235-0c7604ee89fa", + "x-ms-ratelimit-remaining-subscription-reads": "11980", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081008Z:981781d3-4996-4227-8235-0c7604ee89fa", + "x-request-time": "0.169" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:48.3746339\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:48.3904292\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1409", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "limits": { + "job_limits_type": "Command", + "timeout": "PT5M" + }, + "resources": { + "instance_count": 2, + "instance_type": "1Gi", + "properties": {}, + "docker_args": "--cpus=2 --memory=1GB", + "shm_size": "1Gi" + }, + "environment_variables": { + "verbose": "DEBUG" + }, + "distribution": { + "distribution_type": "Mpi", + "process_count_per_instance": 2 + }, + "type": "DistributedComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "input_path": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3533", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:13 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-f5880e70412bee537120bde81770758c-97d027023efc600a-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "270a2a7f-d3d8-45c0-92c0-104c4c8193c0", + "x-ms-ratelimit-remaining-subscription-writes": "1194", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081013Z:270a2a7f-d3d8-45c0-92c0-104c4c8193c0", + "x-request-time": "3.164" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + }, + "jobs": { + "node": { + "limits": { + "job_limits_type": "Command", + "timeout": "PT5M" + }, + "resources": { + "instance_count": 2, + "instance_type": "1Gi", + "properties": {}, + "docker_args": "--cpus=2 --memory=1GB", + "shm_size": "1Gi" + }, + "environment_variables": { + "verbose": "DEBUG" + }, + "distribution": { + "distribution_type": "Mpi", + "process_count_per_instance": 2 + }, + "type": "DistributedComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "input_path": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_406561996659/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:10:13.2501397\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_406561996659" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[2-batch_score.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[2-batch_score.yaml].json new file mode 100644 index 000000000000..2bbe688a2d85 --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[2-batch_score.yaml].json @@ -0,0 +1,860 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:18 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-7dc4ad58323e6197faa0c29a4ac58304-05fc2308e088e0f3-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "78749495-8658-49af-bb1e-375ddd5813ed", + "x-ms-ratelimit-remaining-subscription-reads": "11979", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081019Z:78749495-8658-49af-bb1e-375ddd5813ed", + "x-request-time": "0.107" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:19 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-6519aeebaf19811f01a95ab7e06ad006-87d13ad5c4ad25d7-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "ca83fdba-9a9c-4eb2-bc14-3114e8cceed2", + "x-ms-ratelimit-remaining-subscription-writes": "1197", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081019Z:ca83fdba-9a9c-4eb2-bc14-3114e8cceed2", + "x-request-time": "0.095" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/batch_inference/batch_score.py", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:10:20 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "1753", + "Content-MD5": "p\u002B9EFgMqT74femP14tdEpw==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:10:19 GMT", + "ETag": "\u00220x8DAB63E13B55216\u0022", + "Last-Modified": "Tue, 25 Oct 2022 04:04:56 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Tue, 25 Oct 2022 04:04:55 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "0e3cc6ee-d4a0-8aee-34ca-157ccbef73ec", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/batch_inference/batch_score.py", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:10:20 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:10:19 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0e3cc6ee-d4a0-8aee-34ca-157ccbef73ec/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "308", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/batch_inference" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "837", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:20 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-4aa377727e06fc295cd3eead4a8fbf70-89efb0e349b80464-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "67120901-ae8c-4f1f-a3ab-644a1b4d4608", + "x-ms-ratelimit-remaining-subscription-writes": "1193", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081021Z:67120901-ae8c-4f1f-a3ab-644a1b4d4608", + "x-request-time": "0.234" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0e3cc6ee-d4a0-8aee-34ca-157ccbef73ec/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/batch_inference" + }, + "systemData": { + "createdAt": "2022-10-25T04:04:57.084356\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:20.8702276\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1828", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "Score images with MNIST image classification model.", + "properties": {}, + "tags": { + "Parallel": "", + "Sample": "", + "contact": "Microsoft Corporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/parallel-modules" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_365408265771", + "description": "Score images with MNIST image classification model.", + "tags": { + "Parallel": "", + "Sample": "", + "contact": "Microsoft Corporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/parallel-modules" + }, + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/ParallelComponent.json", + "display_name": "Parallel Score Image Classification with MNIST", + "inputs": { + "model_path": { + "type": "path", + "description": "Trained MNIST image classification model." + }, + "images_to_score": { + "type": "path", + "description": "Images to score." + } + }, + "outputs": { + "scored_dataset": { + "type": "path", + "description": "Output folder to save scored result." + } + }, + "type": "ParallelComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0e3cc6ee-d4a0-8aee-34ca-157ccbef73ec/versions/1", + "environment": { + "docker": { + "image": "mcr.microsoft.com/azureml/openmpi3.1.2-cuda10.1-cudnn7-ubuntu18.04" + }, + "conda": { + "conda_dependencies": { + "channels": [ + "defaults" + ], + "dependencies": [ + "python=3.7.9", + "pip=20.0", + { + "pip": [ + "protobuf==3.20.1", + "tensorflow==1.15.2", + "pillow", + "azureml-core", + "azureml-dataset-runtime[fuse, pandas]" + ] + } + ], + "name": "batch_environment" + } + }, + "os": "Linux" + }, + "parallel": { + "input_data": "inputs.images_to_score", + "output_data": "outputs.scored_dataset", + "entry": "batch_score.py", + "args": "--model_path {inputs.model_path} --scored_dataset {outputs.scored_dataset}" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3235", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:22 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-cd29c15d5546111687165f7874d906d9-bbfe47ffc9dc2aee-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "7347eb87-232e-4258-b799-3966cc512837", + "x-ms-ratelimit-remaining-subscription-writes": "1192", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081023Z:7347eb87-232e-4258-b799-3966cc512837", + "x-request-time": "1.834" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "Parallel": "", + "Sample": "", + "contact": "Microsoft Corporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/parallel-modules" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/ParallelComponent.json", + "name": "test_365408265771", + "version": "0.0.1", + "display_name": "Parallel Score Image Classification with MNIST", + "is_deterministic": "True", + "type": "ParallelComponent", + "description": "Score images with MNIST image classification model.", + "tags": { + "Parallel": "", + "Sample": "", + "contact": "Microsoft Corporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/parallel-modules" + }, + "inputs": { + "model_path": { + "type": "path", + "optional": "False", + "description": "Trained MNIST image classification model.", + "datastore_mode": "Mount" + }, + "images_to_score": { + "type": "path", + "optional": "False", + "description": "Images to score.", + "datastore_mode": "Mount" + } + }, + "outputs": { + "scored_dataset": { + "type": "path", + "description": "Output folder to save scored result.", + "datastore_mode": "Upload" + } + }, + "environment": { + "conda": { + "conda_dependencies": { + "channels": [ + "defaults" + ], + "dependencies": [ + "python=3.7.9", + "pip=20.0", + { + "pip": [ + "protobuf==3.20.1", + "tensorflow==1.15.2", + "pillow", + "azureml-core", + "azureml-dataset-runtime[fuse, pandas]" + ] + } + ], + "name": "batch_environment" + } + }, + "docker": { + "image": "mcr.microsoft.com/azureml/openmpi3.1.2-cuda10.1-cudnn7-ubuntu18.04" + }, + "os": "Linux" + }, + "parallel": { + "args": "--model_path {inputs.model_path} --scored_dataset {outputs.scored_dataset}", + "input_data": "inputs.images_to_score", + "output_data": "outputs.scored_dataset", + "entry": "batch_score.py" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0e3cc6ee-d4a0-8aee-34ca-157ccbef73ec/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:10:22.1152777\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:22.8177474\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3235", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:28 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-337aea8384f1d0715344825a8160a759-b3c954f910598cf5-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "9c482cb7-b9da-4080-a83f-784a1364c4ec", + "x-ms-ratelimit-remaining-subscription-reads": "11978", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081029Z:9c482cb7-b9da-4080-a83f-784a1364c4ec", + "x-request-time": "0.363" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "Parallel": "", + "Sample": "", + "contact": "Microsoft Corporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/parallel-modules" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/ParallelComponent.json", + "name": "test_365408265771", + "version": "0.0.1", + "display_name": "Parallel Score Image Classification with MNIST", + "is_deterministic": "True", + "type": "ParallelComponent", + "description": "Score images with MNIST image classification model.", + "tags": { + "Parallel": "", + "Sample": "", + "contact": "Microsoft Corporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/parallel-modules" + }, + "inputs": { + "model_path": { + "type": "path", + "optional": "False", + "description": "Trained MNIST image classification model.", + "datastore_mode": "Mount" + }, + "images_to_score": { + "type": "path", + "optional": "False", + "description": "Images to score.", + "datastore_mode": "Mount" + } + }, + "outputs": { + "scored_dataset": { + "type": "path", + "description": "Output folder to save scored result.", + "datastore_mode": "Upload" + } + }, + "environment": { + "conda": { + "conda_dependencies": { + "channels": [ + "defaults" + ], + "dependencies": [ + "python=3.7.9", + "pip=20.0", + { + "pip": [ + "protobuf==3.20.1", + "tensorflow==1.15.2", + "pillow", + "azureml-core", + "azureml-dataset-runtime[fuse, pandas]" + ] + } + ], + "name": "batch_environment" + } + }, + "docker": { + "image": "mcr.microsoft.com/azureml/openmpi3.1.2-cuda10.1-cudnn7-ubuntu18.04" + }, + "os": "Linux" + }, + "parallel": { + "args": "--model_path {inputs.model_path} --scored_dataset {outputs.scored_dataset}", + "input_data": "inputs.images_to_score", + "output_data": "outputs.scored_dataset", + "entry": "batch_score.py" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/0e3cc6ee-d4a0-8aee-34ca-157ccbef73ec/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:10:22.1152777\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:22.8177474\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist_model/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1058", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:29 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-005f3790a5b6a6dfc4bbe0fd78d31fbe-9d1244ceec6869e8-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "c07669e8-b5f2-44b9-9426-de288ff4eb89", + "x-ms-ratelimit-remaining-subscription-reads": "11977", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081030Z:c07669e8-b5f2-44b9-9426-de288ff4eb89", + "x-request-time": "0.174" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist_model/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:40.2164163\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:40.2354194\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1052", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:30 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-28609040d7be1213aebe1a93f4c49f35-b979195b697301a6-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "5b6ee5f9-354c-4eba-bd7d-7f432c5951b1", + "x-ms-ratelimit-remaining-subscription-reads": "11976", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081030Z:5b6ee5f9-354c-4eba-bd7d-7f432c5951b1", + "x-request-time": "0.150" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:44.0418283\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:44.0609656\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1385", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "resources": { + "instance_count": 1, + "properties": {} + }, + "max_concurrency_per_instance": 2, + "error_threshold": 5, + "logging_level": "DEBUG", + "retry_settings": { + "timeout": 300, + "max_retries": 2 + }, + "mini_batch_size": "2", + "type": "ParallelComponent", + "inputs": { + "model_path": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist_model/versions/2", + "job_input_type": "mltable" + }, + "images_to_score": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1", + "limits": { + "job_limits_type": "Command" + } + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3510", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:37 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-48f968a919c6445056cb2fb8c8eac617-59028c9246dbb7c3-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "661e622f-ed18-4313-9adf-c7102c4a5a71", + "x-ms-ratelimit-remaining-subscription-writes": "1191", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081038Z:661e622f-ed18-4313-9adf-c7102c4a5a71", + "x-request-time": "3.131" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + }, + "jobs": { + "node": { + "resources": { + "instance_count": 1, + "properties": {} + }, + "max_concurrency_per_instance": 2, + "error_threshold": 5, + "logging_level": "DEBUG", + "retry_settings": { + "timeout": 300, + "max_retries": 2 + }, + "mini_batch_size": "2", + "type": "ParallelComponent", + "inputs": { + "model_path": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist_model/versions/2", + "job_input_type": "mltable" + }, + "images_to_score": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_365408265771/versions/0.0.1", + "limits": { + "job_limits_type": "Command" + } + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:10:38.121336\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_365408265771" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[3-component_spec.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[3-component_spec.yaml].json new file mode 100644 index 000000000000..29d85d709809 --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[3-component_spec.yaml].json @@ -0,0 +1,691 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:43 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-1d19f2ce919252374172b6ad29d4c30e-ca69cb19be5598c1-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "33a22732-df51-4162-8f1b-ccc83296a839", + "x-ms-ratelimit-remaining-subscription-reads": "11975", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081044Z:33a22732-df51-4162-8f1b-ccc83296a839", + "x-request-time": "0.097" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:43 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-337df7c3bc975f3f06fb63a5848df125-858cf204577c98cc-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "28de29dc-0852-4f75-89bb-db70d5e142ce", + "x-ms-ratelimit-remaining-subscription-writes": "1196", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081044Z:28de29dc-0852-4f75-89bb-db70d5e142ce", + "x-request-time": "0.098" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/scope-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:10:45 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "916", + "Content-MD5": "eNzR/ZuYtOLAY/P/4qlaqQ==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:10:44 GMT", + "ETag": "\u00220x8DAB5C6B6A8E448\u0022", + "Last-Modified": "Mon, 24 Oct 2022 13:50:29 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 13:50:29 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "38d3bdd3-3972-0aff-771f-c9e322379b4f", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/scope-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:10:45 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:10:44 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/38d3bdd3-3972-0aff-771f-c9e322379b4f/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "308", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/scope-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "838", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:44 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-c2ef2062b2c9c427a356cad7ce0014ba-d0fd0a0614126efb-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "9094aa09-1359-46a6-bff5-d1cf6759a31f", + "x-ms-ratelimit-remaining-subscription-writes": "1190", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081045Z:9094aa09-1359-46a6-bff5-d1cf6759a31f", + "x-request-time": "0.233" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/38d3bdd3-3972-0aff-771f-c9e322379b4f/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/scope-component" + }, + "systemData": { + "createdAt": "2022-10-24T13:50:30.6224209\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:45.6437241\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1242", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "Convert adls test data to SS format", + "properties": {}, + "tags": { + "org": "bing", + "project": "relevance" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_771338024443", + "description": "Convert adls test data to SS format", + "tags": { + "org": "bing", + "project": "relevance" + }, + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/ScopeComponent.json", + "display_name": "Convert Text to StructureStream", + "is_deterministic": true, + "inputs": { + "TextData": { + "type": [ + "AnyFile", + "AnyDirectory" + ], + "description": "text file on ADLS storage" + }, + "ExtractionClause": { + "type": "string", + "description": "the extraction clause, something like \u0022column1:string, column2:int\u0022" + } + }, + "outputs": { + "SSPath": { + "type": "CosmosStructuredStream", + "description": "the converted structured stream" + } + }, + "type": "ScopeComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/38d3bdd3-3972-0aff-771f-c9e322379b4f/versions/1", + "scope": { + "script": "convert2ss.script", + "args": "Output_SSPath {outputs.SSPath} Input_TextData {inputs.TextData} ExtractionClause {inputs.ExtractionClause}" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2202", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:47 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-c8fd74a40badc49a7af2afb3bcb4c2af-781290398d3b7509-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "9568b868-1186-4215-8c78-9746ce3fdb45", + "x-ms-ratelimit-remaining-subscription-writes": "1189", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081048Z:9568b868-1186-4215-8c78-9746ce3fdb45", + "x-request-time": "1.729" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "org": "bing", + "project": "relevance" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/ScopeComponent.json", + "name": "test_771338024443", + "version": "0.0.1", + "display_name": "Convert Text to StructureStream", + "is_deterministic": "True", + "type": "ScopeComponent", + "description": "Convert adls test data to SS format", + "tags": { + "org": "bing", + "project": "relevance" + }, + "inputs": { + "TextData": { + "type": [ + "AnyFile", + "AnyDirectory" + ], + "optional": "False", + "description": "text file on ADLS storage", + "is_resource": "False" + }, + "ExtractionClause": { + "type": "String", + "optional": "False", + "description": "the extraction clause, something like \u0022column1:string, column2:int\u0022" + } + }, + "outputs": { + "SSPath": { + "type": "CosmosStructuredStream", + "description": "the converted structured stream" + } + }, + "scope": { + "args": "Input_TextData {inputs.TextData} Output_SSPath {outputs.SSPath} ExtractionClause {inputs.ExtractionClause}", + "script": "convert2ss.script" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/38d3bdd3-3972-0aff-771f-c9e322379b4f/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:10:47.0112821\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:47.681199\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2202", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:53 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-89d27369660e2e5c543702e738d14ae7-cc214b9ed1c61335-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "35654f1e-3b70-4ee5-acf6-80c5e31462fc", + "x-ms-ratelimit-remaining-subscription-reads": "11974", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081053Z:35654f1e-3b70-4ee5-acf6-80c5e31462fc", + "x-request-time": "0.334" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "org": "bing", + "project": "relevance" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/ScopeComponent.json", + "name": "test_771338024443", + "version": "0.0.1", + "display_name": "Convert Text to StructureStream", + "is_deterministic": "True", + "type": "ScopeComponent", + "description": "Convert adls test data to SS format", + "tags": { + "org": "bing", + "project": "relevance" + }, + "inputs": { + "TextData": { + "type": [ + "AnyFile", + "AnyDirectory" + ], + "optional": "False", + "description": "text file on ADLS storage", + "is_resource": "False" + }, + "ExtractionClause": { + "type": "String", + "optional": "False", + "description": "the extraction clause, something like \u0022column1:string, column2:int\u0022" + } + }, + "outputs": { + "SSPath": { + "type": "CosmosStructuredStream", + "description": "the converted structured stream" + } + }, + "scope": { + "args": "Input_TextData {inputs.TextData} Output_SSPath {outputs.SSPath} ExtractionClause {inputs.ExtractionClause}", + "script": "convert2ss.script" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/38d3bdd3-3972-0aff-771f-c9e322379b4f/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:10:47.0112821\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:10:47.681199\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_Adls_Tsv/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1055", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:10:54 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-89e34f85ab8eb04124269a08422dc850-c2aa76ea6414bc16-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "bb0ccf91-cea3-4fcd-9c0b-fd57ad2bae6a", + "x-ms-ratelimit-remaining-subscription-reads": "11973", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081055Z:bb0ccf91-cea3-4fcd-9c0b-fd57ad2bae6a", + "x-request-time": "0.107" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_Adls_Tsv/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:52.0981963\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:52.1179821\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1363", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "custom_job_name_suffix": "component_sdk_test", + "scope_param": "-tokens 50", + "adla_account_name": "adla_account_name", + "priority": 800, + "type": "ScopeComponent", + "inputs": { + "TextData": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_Adls_Tsv/versions/2", + "job_input_type": "mltable" + }, + "ExtractionClause": { + "job_input_type": "literal", + "value": "column1:string, column2:int" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/adls_datastore", + "continue_on_step_failure": true, + "force_rerun": false, + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3437", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:02 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-7bdb4fd9620c67cd55ae86785ec5ba18-1390c3a5d9637d90-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "f6a0e5c4-200a-4cc2-a8ae-bc906d39a1f8", + "x-ms-ratelimit-remaining-subscription-writes": "1188", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081102Z:f6a0e5c4-200a-4cc2-a8ae-bc906d39a1f8", + "x-request-time": "2.812" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "True", + "azureml.continue_on_failed_optional_input": "True", + "azureml.enforceRerun": "False", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "adls_datastore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/adls_datastore", + "continue_on_step_failure": true, + "force_rerun": false, + "_source": "DSL" + }, + "jobs": { + "node": { + "custom_job_name_suffix": "component_sdk_test", + "scope_param": "-tokens 50", + "adla_account_name": "adla_account_name", + "priority": 800, + "type": "ScopeComponent", + "inputs": { + "TextData": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_Adls_Tsv/versions/2", + "job_input_type": "mltable" + }, + "ExtractionClause": { + "job_input_type": "literal", + "value": "column1:string, column2:int" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_771338024443/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:11:01.5215772\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_771338024443" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[4-component_spec.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[4-component_spec.yaml].json new file mode 100644 index 000000000000..7214af60cf10 --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[4-component_spec.yaml].json @@ -0,0 +1,698 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:07 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-4505c4d0925ed65e7860e33d2fc398a3-2aa6b3dae4cf3dc2-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "4e6271e7-c61b-4ae6-b150-8eaf844efdea", + "x-ms-ratelimit-remaining-subscription-reads": "11972", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081107Z:4e6271e7-c61b-4ae6-b150-8eaf844efdea", + "x-request-time": "0.089" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:07 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-cddb05675ac171e90024f1de29fd3615-9dbdf39b8775d505-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "dae4e209-49c8-4ac2-90af-c8567b7b77a7", + "x-ms-ratelimit-remaining-subscription-writes": "1195", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081107Z:dae4e209-49c8-4ac2-90af-c8567b7b77a7", + "x-request-time": "0.119" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/hdi-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:11:08 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "890", + "Content-MD5": "duF6QyA0ao43UCpMOw7VFA==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:11:07 GMT", + "ETag": "\u00220x8DAB63E5151F1D4\u0022", + "Last-Modified": "Tue, 25 Oct 2022 04:06:39 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Tue, 25 Oct 2022 04:06:39 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "04f2b80e-58a5-0955-05ff-a1ee33a3a2b3", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/hdi-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:11:09 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:11:08 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/04f2b80e-58a5-0955-05ff-a1ee33a3a2b3/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "306", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/hdi-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "836", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:09 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-6c5b23d6fcb69b09813548e28c8e17cf-f1a0ab5240180e5e-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "0059cd9b-96d3-4044-84fe-2e667964982c", + "x-ms-ratelimit-remaining-subscription-writes": "1187", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081109Z:0059cd9b-96d3-4044-84fe-2e667964982c", + "x-request-time": "0.236" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/04f2b80e-58a5-0955-05ff-a1ee33a3a2b3/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/hdi-component" + }, + "systemData": { + "createdAt": "2022-10-25T04:06:40.2312149\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:09.0848134\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1454", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "Train a Spark ML model using an HDInsight Spark cluster", + "properties": {}, + "tags": { + "HDInsight": "", + "Sample": "", + "contact": "Microsoft Coporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/hdinsight-modules" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_601490783209", + "description": "Train a Spark ML model using an HDInsight Spark cluster", + "tags": { + "HDInsight": "", + "Sample": "", + "contact": "Microsoft Coporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/hdinsight-modules" + }, + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/HDInsightComponent.json", + "display_name": "Train in Spark", + "inputs": { + "input_path": { + "type": "path", + "description": "Iris csv file" + }, + "regularization_rate": { + "type": "float", + "optional": true, + "default": 0.01, + "description": "Regularization rate when training with logistic regression" + } + }, + "outputs": { + "output_path": { + "type": "path", + "description": "The output path to save the trained model to" + } + }, + "type": "HDInsightComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/04f2b80e-58a5-0955-05ff-a1ee33a3a2b3/versions/1", + "hdinsight": { + "file": "train-spark.py", + "args": "--input_path {inputs.input_path} [--regularization_rate {inputs.regularization_rate}] --output_path {outputs.output_path}" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2369", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:11 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-8aa9b8c39dd01e73c38ebec41d6bfa87-ffcd188507337200-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "c50dc34a-9b65-4b2b-946f-cc9df95a2dd3", + "x-ms-ratelimit-remaining-subscription-writes": "1186", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081111Z:c50dc34a-9b65-4b2b-946f-cc9df95a2dd3", + "x-request-time": "1.825" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "HDInsight": "", + "Sample": "", + "contact": "Microsoft Coporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/hdinsight-modules" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/HDInsightComponent.json", + "name": "test_601490783209", + "version": "0.0.1", + "display_name": "Train in Spark", + "is_deterministic": "True", + "type": "HDInsightComponent", + "description": "Train a Spark ML model using an HDInsight Spark cluster", + "tags": { + "HDInsight": "", + "Sample": "", + "contact": "Microsoft Coporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/hdinsight-modules" + }, + "inputs": { + "input_path": { + "type": "path", + "optional": "False", + "description": "Iris csv file" + }, + "regularization_rate": { + "type": "Float", + "optional": "True", + "default": "0.01", + "description": "Regularization rate when training with logistic regression" + } + }, + "outputs": { + "output_path": { + "type": "path", + "description": "The output path to save the trained model to" + } + }, + "hdinsight": { + "args": "--input_path {inputs.input_path} [--regularization_rate {inputs.regularization_rate}] --output_path {outputs.output_path}", + "file": "train-spark.py" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/04f2b80e-58a5-0955-05ff-a1ee33a3a2b3/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:11:10.28651\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:11.046557\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2369", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:17 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-ac522b717acb854bce24fdeb4c140a75-69a8208776cec9a6-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "c32c0ed2-500e-451f-b977-162f53c6b277", + "x-ms-ratelimit-remaining-subscription-reads": "11971", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081117Z:c32c0ed2-500e-451f-b977-162f53c6b277", + "x-request-time": "0.496" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "HDInsight": "", + "Sample": "", + "contact": "Microsoft Coporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/hdinsight-modules" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/HDInsightComponent.json", + "name": "test_601490783209", + "version": "0.0.1", + "display_name": "Train in Spark", + "is_deterministic": "True", + "type": "HDInsightComponent", + "description": "Train a Spark ML model using an HDInsight Spark cluster", + "tags": { + "HDInsight": "", + "Sample": "", + "contact": "Microsoft Coporation \u003Cxxx@microsoft.com\u003E", + "helpDocument": "https://aka.ms/hdinsight-modules" + }, + "inputs": { + "input_path": { + "type": "path", + "optional": "False", + "description": "Iris csv file" + }, + "regularization_rate": { + "type": "Float", + "optional": "True", + "default": "0.01", + "description": "Regularization rate when training with logistic regression" + } + }, + "outputs": { + "output_path": { + "type": "path", + "description": "The output path to save the trained model to" + } + }, + "hdinsight": { + "args": "--input_path {inputs.input_path} [--regularization_rate {inputs.regularization_rate}] --output_path {outputs.output_path}", + "file": "train-spark.py" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/04f2b80e-58a5-0955-05ff-a1ee33a3a2b3/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:11:10.28651\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:11.046557\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1065", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:18 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-3341db21a5e79c73c8ca47138c336757-4ac7ea7fb2e4ef6f-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "996301ba-cf33-4b02-94af-9fcdbd9ad279", + "x-ms-ratelimit-remaining-subscription-reads": "11970", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081118Z:996301ba-cf33-4b02-94af-9fcdbd9ad279", + "x-request-time": "0.106" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:48.3746339\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:48.3904292\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1482", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "compute_name": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "queue": "default", + "driver_cores": 2, + "executor_memory": "4g", + "conf": { + "spark.yarn.maxAppAttempts": "1", + "spark.yarn.appMasterEnv.PYSPARK_PYTHON": "/usr/bin/anaconda/envs/py35/bin/python3", + "spark.yarn.appMasterEnv.PYSPARK_DRIVER_PYTHON": "/usr/bin/anaconda/envs/py35/bin/python3" + }, + "hdinsight_spark_job_name": "session_name", + "driver_memory": "1g", + "executor_cores": 3, + "number_executors": 4, + "type": "HDInsightComponent", + "inputs": { + "input_path": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3538", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:25 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-2d35185fa3ca2235551b13f45c9f8744-927b2d749a80677e-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "fd54c75b-b79b-442e-80a3-fe6e93c9c9a2", + "x-ms-ratelimit-remaining-subscription-writes": "1185", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081126Z:fd54c75b-b79b-442e-80a3-fe6e93c9c9a2", + "x-request-time": "2.840" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "_source": "DSL" + }, + "jobs": { + "node": { + "compute_name": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "queue": "default", + "driver_cores": 2, + "executor_memory": "4g", + "conf": { + "spark.yarn.maxAppAttempts": "1", + "spark.yarn.appMasterEnv.PYSPARK_PYTHON": "/usr/bin/anaconda/envs/py35/bin/python3", + "spark.yarn.appMasterEnv.PYSPARK_DRIVER_PYTHON": "/usr/bin/anaconda/envs/py35/bin/python3" + }, + "hdinsight_spark_job_name": "session_name", + "driver_memory": "1g", + "executor_cores": 3, + "number_executors": 4, + "type": "HDInsightComponent", + "inputs": { + "input_path": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_imdb_reviews_train/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_601490783209/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:11:25.6389877\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_601490783209" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[5-component.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[5-component.yaml].json new file mode 100644 index 000000000000..d8aa1d0423d4 --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[5-component.yaml].json @@ -0,0 +1,706 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:30 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-fc9bc975db360610d80656e2a4cae18e-29fd64fbbecca9b9-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "a35acbf5-851b-484c-a409-fcd5310f8e19", + "x-ms-ratelimit-remaining-subscription-reads": "11969", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081131Z:a35acbf5-851b-484c-a409-fcd5310f8e19", + "x-request-time": "0.132" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:31 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-0e3bd23551fb878761d37eb56ebde852-5d688ddfd2de7426-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "f13e5486-8b8e-4074-90e1-86dc5389043f", + "x-ms-ratelimit-remaining-subscription-writes": "1194", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081132Z:f13e5486-8b8e-4074-90e1-86dc5389043f", + "x-request-time": "0.465" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/hemera-component/component.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:11:32 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "1844", + "Content-MD5": "Qdx8hYKW6YPpRwzKRyORyQ==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:11:31 GMT", + "ETag": "\u00220x8DAB5ADDCA2DBB6\u0022", + "Last-Modified": "Mon, 24 Oct 2022 10:52:36 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 10:52:35 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "1f43a999-6005-a167-6bde-90cc09ac7298", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/hemera-component/component.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:11:33 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:11:32 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/1f43a999-6005-a167-6bde-90cc09ac7298/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "309", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/hemera-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "839", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:33 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-64c8729a25fcb595588d05079eba7191-77200517eb983b1d-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "792dad2c-5f52-4f8f-8a5f-81c44fe044c0", + "x-ms-ratelimit-remaining-subscription-writes": "1184", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081133Z:792dad2c-5f52-4f8f-8a5f-81c44fe044c0", + "x-request-time": "0.267" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/1f43a999-6005-a167-6bde-90cc09ac7298/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/hemera-component" + }, + "systemData": { + "createdAt": "2022-10-24T10:52:36.7657962\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:33.1315788\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "2227", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "Ads LR DNN Raw Keys Dummy sample.", + "properties": {}, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_642299628125", + "description": "Ads LR DNN Raw Keys Dummy sample.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "version": "0.0.2", + "$schema": "https://componentsdk.azureedge.net/jsonschema/HemeraComponent.json", + "display_name": "Ads LR DNN Raw Keys", + "inputs": { + "TrainingDataDir": { + "type": "path", + "optional": true, + "is_resource": true + }, + "ValidationDataDir": { + "type": "path", + "optional": true, + "is_resource": true + }, + "InitialModelDir": { + "type": "path", + "optional": true, + "is_resource": true + }, + "YarnCluster": { + "type": "string", + "default": "mtprime-bn2-0" + }, + "JobQueue": { + "type": "string", + "default": "default" + }, + "WorkerCount": { + "type": "string", + "default": "2.0" + }, + "Cpu": { + "type": "string", + "default": "2.0" + }, + "Memory": { + "type": "string", + "default": "10g" + }, + "HdfsRootDir": { + "type": "string", + "default": "/projects/default/" + }, + "CosmosRootDir": { + "type": "string", + "default": "https://cosmos09.osdinfra.net/cosmos/dummy/local/root/" + } + }, + "outputs": { + "output1": { + "type": "AnyFile" + }, + "output2": { + "type": "AnyFile" + } + }, + "type": "HemeraComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/1f43a999-6005-a167-6bde-90cc09ac7298/versions/1", + "command": "run.bat [-_TrainingDataDir {inputs.TrainingDataDir}] [-_ValidationDataDir {inputs.ValidationDataDir}] [-_InitialModelDir {inputs.InitialModelDir}] -_CosmosRootDir {inputs.CosmosRootDir} -_PsCount 0 %CLUSTER%={inputs.YarnCluster} -JobQueue {inputs.JobQueue} -_WorkerCount {inputs.WorkerCount} -_Cpu {inputs.Cpu} -_Memory {inputs.Memory} -_HdfsRootDir {inputs.HdfsRootDir} -_ExposedPort \u00223200-3210,3300-3321\u0022 -_NodeLostBlocker -_UsePhysicalIP -_SyncWorker -_EntranceFileName run.py -_StartupArguments \u0022\u0022 -_PythonZipPath \u0022https://dummy/foo/bar.zip\u0022 -_ModelOutputDir {outputs.output1} -_ValidationOutputDir {outputs.output2}", + "hemera": { + "ref_id": "1bd1525c-082e-4652-a9b2-9c60783ec551" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3663", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:35 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-dc0c843df07370f136863865d0ae2cbe-0f3046a3d3026db2-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "64f4b514-1e1b-45b9-b22c-9e589343307b", + "x-ms-ratelimit-remaining-subscription-writes": "1183", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081135Z:64f4b514-1e1b-45b9-b22c-9e589343307b", + "x-request-time": "1.859" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2", + "name": "0.0.2", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/HemeraComponent.json", + "name": "test_642299628125", + "version": "0.0.2", + "display_name": "Ads LR DNN Raw Keys", + "is_deterministic": "True", + "type": "HemeraComponent", + "description": "Ads LR DNN Raw Keys Dummy sample.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "TrainingDataDir": { + "type": "path", + "optional": "True", + "is_resource": "True" + }, + "ValidationDataDir": { + "type": "path", + "optional": "True", + "is_resource": "True" + }, + "InitialModelDir": { + "type": "path", + "optional": "True", + "is_resource": "True" + }, + "YarnCluster": { + "type": "String", + "optional": "False", + "default": "mtprime-bn2-0" + }, + "JobQueue": { + "type": "String", + "optional": "False", + "default": "default" + }, + "WorkerCount": { + "type": "String", + "optional": "False", + "default": "2.0" + }, + "Cpu": { + "type": "String", + "optional": "False", + "default": "2.0" + }, + "Memory": { + "type": "String", + "optional": "False", + "default": "10g" + }, + "HdfsRootDir": { + "type": "String", + "optional": "False", + "default": "/projects/default/" + }, + "CosmosRootDir": { + "type": "String", + "optional": "False", + "default": "https://cosmos09.osdinfra.net/cosmos/dummy/local/root/" + } + }, + "outputs": { + "output1": { + "type": "AnyFile" + }, + "output2": { + "type": "AnyFile" + } + }, + "command": "run.bat [-_TrainingDataDir {inputs.TrainingDataDir}] [-_ValidationDataDir {inputs.ValidationDataDir}] [-_InitialModelDir {inputs.InitialModelDir}] -_CosmosRootDir {inputs.CosmosRootDir} -_PsCount 0 %CLUSTER%={inputs.YarnCluster} -JobQueue {inputs.JobQueue} -_WorkerCount {inputs.WorkerCount} -_Cpu {inputs.Cpu} -_Memory {inputs.Memory} -_HdfsRootDir {inputs.HdfsRootDir} -_ExposedPort \u00223200-3210,3300-3321\u0022 -_NodeLostBlocker -_UsePhysicalIP -_SyncWorker -_EntranceFileName run.py -_StartupArguments \u0022\u0022 -_PythonZipPath \u0022https://dummy/foo/bar.zip\u0022 -_ModelOutputDir {outputs.output1} -_ValidationOutputDir {outputs.output2}", + "hemera": { + "ref_id": "1bd1525c-082e-4652-a9b2-9c60783ec551" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/1f43a999-6005-a167-6bde-90cc09ac7298/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:11:34.4207418\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:35.1356117\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3663", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:41 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-4dbab0e19abcb9c79f96c7a3de1dd958-e5cf233866c6670e-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "f59f07f5-5dd8-4772-9b63-1d807fe7e5be", + "x-ms-ratelimit-remaining-subscription-reads": "11968", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081141Z:f59f07f5-5dd8-4772-9b63-1d807fe7e5be", + "x-request-time": "0.358" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2", + "name": "0.0.2", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/HemeraComponent.json", + "name": "test_642299628125", + "version": "0.0.2", + "display_name": "Ads LR DNN Raw Keys", + "is_deterministic": "True", + "type": "HemeraComponent", + "description": "Ads LR DNN Raw Keys Dummy sample.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "TrainingDataDir": { + "type": "path", + "optional": "True", + "is_resource": "True" + }, + "ValidationDataDir": { + "type": "path", + "optional": "True", + "is_resource": "True" + }, + "InitialModelDir": { + "type": "path", + "optional": "True", + "is_resource": "True" + }, + "YarnCluster": { + "type": "String", + "optional": "False", + "default": "mtprime-bn2-0" + }, + "JobQueue": { + "type": "String", + "optional": "False", + "default": "default" + }, + "WorkerCount": { + "type": "String", + "optional": "False", + "default": "2.0" + }, + "Cpu": { + "type": "String", + "optional": "False", + "default": "2.0" + }, + "Memory": { + "type": "String", + "optional": "False", + "default": "10g" + }, + "HdfsRootDir": { + "type": "String", + "optional": "False", + "default": "/projects/default/" + }, + "CosmosRootDir": { + "type": "String", + "optional": "False", + "default": "https://cosmos09.osdinfra.net/cosmos/dummy/local/root/" + } + }, + "outputs": { + "output1": { + "type": "AnyFile" + }, + "output2": { + "type": "AnyFile" + } + }, + "command": "run.bat [-_TrainingDataDir {inputs.TrainingDataDir}] [-_ValidationDataDir {inputs.ValidationDataDir}] [-_InitialModelDir {inputs.InitialModelDir}] -_CosmosRootDir {inputs.CosmosRootDir} -_PsCount 0 %CLUSTER%={inputs.YarnCluster} -JobQueue {inputs.JobQueue} -_WorkerCount {inputs.WorkerCount} -_Cpu {inputs.Cpu} -_Memory {inputs.Memory} -_HdfsRootDir {inputs.HdfsRootDir} -_ExposedPort \u00223200-3210,3300-3321\u0022 -_NodeLostBlocker -_UsePhysicalIP -_SyncWorker -_EntranceFileName run.py -_StartupArguments \u0022\u0022 -_PythonZipPath \u0022https://dummy/foo/bar.zip\u0022 -_ModelOutputDir {outputs.output1} -_ValidationOutputDir {outputs.output2}", + "hemera": { + "ref_id": "1bd1525c-082e-4652-a9b2-9c60783ec551" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/1f43a999-6005-a167-6bde-90cc09ac7298/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:11:34.4207418\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:35.1356117\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "856", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "type": "HemeraComponent", + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2" + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2742", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:49 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-f0ddace7887ba84f26e01c5185e8d28d-8ca088b0fc250003-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "44a89cc7-fce8-4e5a-a8e3-dc685cd5a7a8", + "x-ms-ratelimit-remaining-subscription-writes": "1182", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081149Z:44a89cc7-fce8-4e5a-a8e3-dc685cd5a7a8", + "x-request-time": "3.017" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + }, + "jobs": { + "node": { + "type": "HemeraComponent", + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_642299628125/versions/0.0.2" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:11:49.3880536\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_642299628125" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[6-component_spec.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[6-component_spec.yaml].json new file mode 100644 index 000000000000..455234d806be --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[6-component_spec.yaml].json @@ -0,0 +1,723 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:55 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-12db488870f8cf7c6bd1d434cf135d1e-dd8372ac662d18ed-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "e74d1dcb-aa35-48d1-a067-a5848236f979", + "x-ms-ratelimit-remaining-subscription-reads": "11967", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081155Z:e74d1dcb-aa35-48d1-a067-a5848236f979", + "x-request-time": "0.117" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:55 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-cdaa54aaa027099879f33de52c980391-7d89e415747e3c48-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "46ca6c58-95f2-4681-8ada-fe4a72171cc0", + "x-ms-ratelimit-remaining-subscription-writes": "1193", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081156Z:46ca6c58-95f2-4681-8ada-fe4a72171cc0", + "x-request-time": "0.099" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/data-transfer-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:11:56 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "519", + "Content-MD5": "l52LSj1ENbMHPQwagyzJEA==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:11:55 GMT", + "ETag": "\u00220x8DAB5ADE15136F5\u0022", + "Last-Modified": "Mon, 24 Oct 2022 10:52:44 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 10:52:43 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "328cf68e-c819-56da-ff0f-b07237ae6f3d", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/data-transfer-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:11:57 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:11:56 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/328cf68e-c819-56da-ff0f-b07237ae6f3d/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "316", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/data-transfer-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "846", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:56 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-7b2d534012152815b694c162cd8a453b-ac8d86cbf22c89e8-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "b02f8b7e-c5b1-4185-9498-85fc307f464b", + "x-ms-ratelimit-remaining-subscription-writes": "1181", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081157Z:b02f8b7e-c5b1-4185-9498-85fc307f464b", + "x-request-time": "0.253" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/328cf68e-c819-56da-ff0f-b07237ae6f3d/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/data-transfer-component" + }, + "systemData": { + "createdAt": "2022-10-24T10:52:44.6758057\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:57.1160178\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1075", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "transfer data between common storage types such as Azure Blob Storage and Azure Data Lake.", + "properties": {}, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_896690618190", + "description": "transfer data between common storage types such as Azure Blob Storage and Azure Data Lake.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/DataTransferComponent.json", + "display_name": "Data Transfer", + "is_deterministic": true, + "inputs": { + "source_data": { + "type": "path", + "description": "Source data" + } + }, + "outputs": { + "destination_data": { + "type": "path", + "description": "Destination data" + } + }, + "type": "DataTransferComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/328cf68e-c819-56da-ff0f-b07237ae6f3d/versions/1" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1879", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:11:59 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-01b6dffc01fa7e1ff3d01d0ca67a4607-9d91faa024d4dbbe-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "74496b7f-5b7c-4ab7-bd29-7e63141ff38a", + "x-ms-ratelimit-remaining-subscription-writes": "1180", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081159Z:74496b7f-5b7c-4ab7-bd29-7e63141ff38a", + "x-request-time": "2.003" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/DataTransferComponent.json", + "name": "test_896690618190", + "version": "0.0.1", + "display_name": "Data Transfer", + "is_deterministic": "True", + "type": "DataTransferComponent", + "description": "transfer data between common storage types such as Azure Blob Storage and Azure Data Lake.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "source_data": { + "type": "path", + "optional": "False", + "description": "Source data" + } + }, + "outputs": { + "destination_data": { + "type": "path", + "description": "Destination data" + } + }, + "datatransfer": { + "allow_overwrite": "True" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/328cf68e-c819-56da-ff0f-b07237ae6f3d/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:11:58.5864923\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:59.3205428\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1879", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:05 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-2dbcdf892857b42dfc9547c7a2b9049c-54ea23b5c0db3d08-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "e782be24-c206-4bc1-aa87-0892e649fd6e", + "x-ms-ratelimit-remaining-subscription-reads": "11966", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081205Z:e782be24-c206-4bc1-aa87-0892e649fd6e", + "x-request-time": "0.343" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/DataTransferComponent.json", + "name": "test_896690618190", + "version": "0.0.1", + "display_name": "Data Transfer", + "is_deterministic": "True", + "type": "DataTransferComponent", + "description": "transfer data between common storage types such as Azure Blob Storage and Azure Data Lake.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "source_data": { + "type": "path", + "optional": "False", + "description": "Source data" + } + }, + "outputs": { + "destination_data": { + "type": "path", + "description": "Destination data" + } + }, + "datatransfer": { + "allow_overwrite": "True" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/328cf68e-c819-56da-ff0f-b07237ae6f3d/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:11:58.5864923\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:11:59.3205428\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2016", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:08 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-d5935cb8819bd223a7d69503aabcce49-46c49f60e2661817-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "9aad3544-92fa-4db0-ad1a-c45f567dc460", + "x-ms-ratelimit-remaining-subscription-reads": "11965", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081209Z:9aad3544-92fa-4db0-ad1a-c45f567dc460", + "x-request-time": "0.247" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "name": "cpu-cluster", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "location": "centraluseuap", + "tags": {}, + "properties": { + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", + "disableLocalAuth": false, + "description": null, + "resourceId": null, + "computeType": "AmlCompute", + "computeLocation": "centraluseuap", + "provisioningState": "Succeeded", + "provisioningErrors": null, + "isAttachedCompute": false, + "properties": { + "vmSize": "STANDARD_DS2_V2", + "vmPriority": "Dedicated", + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 1, + "nodeIdleTimeBeforeScaleDown": "PT2M" + }, + "subnet": null, + "currentNodeCount": 1, + "targetNodeCount": 3, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 1, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "allocationState": "Resizing", + "allocationStateTransitionTime": "2022-11-16T08:11:18.884\u002B00:00", + "errors": [ + { + "error": { + "code": "ClusterCoreQuotaReached", + "message": "Operation results in exceeding quota limits of Total Cluster Dedicated Regional vCPUs. Maximum allowed: 100, Current in use: 96, Additional requested: 6. Click here to view and request for quota: https://portal.azure.com/#resource/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/quotaUsage" + } + } + ], + "remoteLoginPortPublicAccess": "Enabled", + "osType": "Linux", + "virtualMachineImage": null, + "isolatedNetwork": false, + "propertyBag": {} + } + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1052", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:09 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-b49e7da3da30fbb5eb662895251d450f-3dafe48ff85cf9aa-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "29c8a6b9-97e7-4b36-96d4-cf673eb66224", + "x-ms-ratelimit-remaining-subscription-reads": "11964", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081209Z:29c8a6b9-97e7-4b36-96d4-cf673eb66224", + "x-request-time": "0.107" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:32:44.0418283\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:32:44.0609656\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1085", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "type": "DataTransferComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "source_data": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2986", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:14 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-b390f57b224167f734ebc998c72e8273-7441b72948201c95-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "4fa08268-6070-4ff2-a6fa-9e84cd6ef950", + "x-ms-ratelimit-remaining-subscription-writes": "1179", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081215Z:4fa08268-6070-4ff2-a6fa-9e84cd6ef950", + "x-request-time": "2.964" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + }, + "jobs": { + "node": { + "type": "DataTransferComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "source_data": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_mnist/versions/2", + "job_input_type": "mltable" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_896690618190/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:12:14.7960897\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_896690618190" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[7-component_spec.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[7-component_spec.yaml].json new file mode 100644 index 000000000000..14040749e39d --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[7-component_spec.yaml].json @@ -0,0 +1,803 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:20 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-2a9f138647e29cb76ad47cb72b38fab0-4bb17cae6650d0b1-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "30c12417-495d-4382-ab90-65f0559033df", + "x-ms-ratelimit-remaining-subscription-reads": "11963", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081221Z:30c12417-495d-4382-ab90-65f0559033df", + "x-request-time": "0.094" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:20 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-b32e4b5f87333c185742f77b23c8b90b-66d3ccd0137d4eba-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "1a6e02ad-d688-469e-974a-d30e343af278", + "x-ms-ratelimit-remaining-subscription-writes": "1192", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081221Z:1a6e02ad-d688-469e-974a-d30e343af278", + "x-request-time": "0.118" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/starlite-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:12:22 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "1194", + "Content-MD5": "9poX0sLTS8Jcl6jwSy99Hg==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:12:21 GMT", + "ETag": "\u00220x8DAB5ADE602C612\u0022", + "Last-Modified": "Mon, 24 Oct 2022 10:52:51 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 10:52:51 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "24be5e70-600a-39b9-df16-43097a549089", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/starlite-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:12:22 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:12:21 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/24be5e70-600a-39b9-df16-43097a549089/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "311", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/starlite-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "840", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:22 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-caf1d048e749f3b9baed1f53fdf24ec1-c54520c048e553ca-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "ebfa9ec2-125f-446b-9528-8e920aa4da29", + "x-ms-ratelimit-remaining-subscription-writes": "1178", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081222Z:ebfa9ec2-125f-446b-9528-8e920aa4da29", + "x-request-time": "0.265" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/24be5e70-600a-39b9-df16-43097a549089/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/starlite-component" + }, + "systemData": { + "createdAt": "2022-10-24T10:52:52.5224062\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:22.615325\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1717", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "Allows to download files from SearchGold to cosmos and get their revision information. \u0027FileList\u0027 input is a file with source depot paths, one per line.", + "properties": {}, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_581631890359", + "description": "Allows to download files from SearchGold to cosmos and get their revision information. \u0027FileList\u0027 input is a file with source depot paths, one per line.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/StarliteComponent.json", + "display_name": "Starlite SearchGold Get Files", + "inputs": { + "UploadToCosmos": { + "type": "enum", + "default": "False", + "enum": [ + "True", + "False" + ] + }, + "FileList": { + "type": "AnyFile" + }, + "RunId": { + "type": "string", + "optional": true, + "description": "a parameter value" + }, + "FileListFileName": { + "type": "string", + "default": "\\\\output.tsv" + } + }, + "outputs": { + "Files": { + "type": "AnyDirectory" + }, + "CosmosPath": { + "type": "AnyFile" + }, + "ResultInfo": { + "type": "AnyFile" + } + }, + "type": "StarliteComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/24be5e70-600a-39b9-df16-43097a549089/versions/1", + "command": "Starlite.Cloud.SourceDepotGet.exe /UploadToCosmos:{inputs.UploadToCosmos} /FileList:{inputs.FileList}{inputs.FileListFileName} /Files:{outputs.Files} /CosmosPath:{outputs.CosmosPath} /ResultInfo:{outputs.ResultInfo} \u0022\u0022", + "starlite": { + "ref_id": "bd140f4d-7775-4246-a75c-1c86df9536fb" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2716", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:24 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-1dc873f0c97e9ed0ef40ca3e7a6140eb-8c320202cda75f0a-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "d0c80a0c-58d7-4f42-bb15-b0bccab4669b", + "x-ms-ratelimit-remaining-subscription-writes": "1177", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081225Z:d0c80a0c-58d7-4f42-bb15-b0bccab4669b", + "x-request-time": "1.827" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/StarliteComponent.json", + "name": "test_581631890359", + "version": "0.0.1", + "display_name": "Starlite SearchGold Get Files", + "is_deterministic": "True", + "type": "StarliteComponent", + "description": "Allows to download files from SearchGold to cosmos and get their revision information. \u0027FileList\u0027 input is a file with source depot paths, one per line.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "FileList": { + "type": "AnyFile", + "optional": "False" + }, + "UploadToCosmos": { + "type": "Enum", + "optional": "False", + "default": "False", + "enum": [ + "True", + "False" + ] + }, + "RunId": { + "type": "String", + "optional": "True", + "description": "a parameter value" + }, + "FileListFileName": { + "type": "String", + "optional": "False", + "default": "\\\\output.tsv" + } + }, + "outputs": { + "Files": { + "type": "AnyDirectory" + }, + "CosmosPath": { + "type": "AnyFile" + }, + "ResultInfo": { + "type": "AnyFile" + } + }, + "command": "Starlite.Cloud.SourceDepotGet.exe /UploadToCosmos:{inputs.UploadToCosmos} /FileList:{inputs.FileList}{inputs.FileListFileName} /Files:{outputs.Files} /CosmosPath:{outputs.CosmosPath} /ResultInfo:{outputs.ResultInfo} \u0022\u0022", + "starlite": { + "ref_id": "bd140f4d-7775-4246-a75c-1c86df9536fb" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/24be5e70-600a-39b9-df16-43097a549089/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:12:24.0048983\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:24.7590386\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2716", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:30 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-3730cb75ed4b2734e9e8a60bdb2488b9-16ce42bfdbcd8df1-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "80dacb7b-2da7-4f88-a706-a2c6e83be152", + "x-ms-ratelimit-remaining-subscription-reads": "11962", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081231Z:80dacb7b-2da7-4f88-a706-a2c6e83be152", + "x-request-time": "0.367" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/StarliteComponent.json", + "name": "test_581631890359", + "version": "0.0.1", + "display_name": "Starlite SearchGold Get Files", + "is_deterministic": "True", + "type": "StarliteComponent", + "description": "Allows to download files from SearchGold to cosmos and get their revision information. \u0027FileList\u0027 input is a file with source depot paths, one per line.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "FileList": { + "type": "AnyFile", + "optional": "False" + }, + "UploadToCosmos": { + "type": "Enum", + "optional": "False", + "default": "False", + "enum": [ + "True", + "False" + ] + }, + "RunId": { + "type": "String", + "optional": "True", + "description": "a parameter value" + }, + "FileListFileName": { + "type": "String", + "optional": "False", + "default": "\\\\output.tsv" + } + }, + "outputs": { + "Files": { + "type": "AnyDirectory" + }, + "CosmosPath": { + "type": "AnyFile" + }, + "ResultInfo": { + "type": "AnyFile" + } + }, + "command": "Starlite.Cloud.SourceDepotGet.exe /UploadToCosmos:{inputs.UploadToCosmos} /FileList:{inputs.FileList}{inputs.FileListFileName} /Files:{outputs.Files} /CosmosPath:{outputs.CosmosPath} /ResultInfo:{outputs.ResultInfo} \u0022\u0022", + "starlite": { + "ref_id": "bd140f4d-7775-4246-a75c-1c86df9536fb" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/24be5e70-600a-39b9-df16-43097a549089/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:12:24.0048983\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:24.7590386\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2016", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:33 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-a498db36b9d926ea4a4cee8af1bf8fc6-c78eab37b8fd245f-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "5a9fe6a5-9f79-4350-829d-0b32f0d4b74b", + "x-ms-ratelimit-remaining-subscription-reads": "11961", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081234Z:5a9fe6a5-9f79-4350-829d-0b32f0d4b74b", + "x-request-time": "0.252" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "name": "cpu-cluster", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "location": "centraluseuap", + "tags": {}, + "properties": { + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", + "disableLocalAuth": false, + "description": null, + "resourceId": null, + "computeType": "AmlCompute", + "computeLocation": "centraluseuap", + "provisioningState": "Succeeded", + "provisioningErrors": null, + "isAttachedCompute": false, + "properties": { + "vmSize": "STANDARD_DS2_V2", + "vmPriority": "Dedicated", + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 1, + "nodeIdleTimeBeforeScaleDown": "PT2M" + }, + "subnet": null, + "currentNodeCount": 1, + "targetNodeCount": 3, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 1, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "allocationState": "Resizing", + "allocationStateTransitionTime": "2022-11-16T08:11:18.884\u002B00:00", + "errors": [ + { + "error": { + "code": "ClusterCoreQuotaReached", + "message": "Operation results in exceeding quota limits of Total Cluster Dedicated Regional vCPUs. Maximum allowed: 100, Current in use: 96, Additional requested: 6. Click here to view and request for quota: https://portal.azure.com/#resource/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/quotaUsage" + } + } + ], + "remoteLoginPortPublicAccess": "Enabled", + "osType": "Linux", + "virtualMachineImage": null, + "isolatedNetwork": false, + "propertyBag": {} + } + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_starlite_sample_output/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1069", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:34 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-c4b6c583d6578b65a9a47fefdd5adb83-e96aa909cae07a5a-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "fa651d98-f051-425d-8eef-25d44025cea0", + "x-ms-ratelimit-remaining-subscription-reads": "11960", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081235Z:fa651d98-f051-425d-8eef-25d44025cea0", + "x-request-time": "0.143" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_starlite_sample_output/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:33:05.1339184\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:33:05.1507003\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1171", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "type": "StarliteComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "FileList": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_starlite_sample_output/versions/2", + "job_input_type": "mltable" + }, + "FileListFileName": { + "job_input_type": "literal", + "value": "\\output.tsv" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3118", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:39 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-ae076c76c659ff7eb723ffa310a93ecb-256acf65b3b82288-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "66b209ba-afcb-4e51-8e50-3ce51b95deac", + "x-ms-ratelimit-remaining-subscription-writes": "1176", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081240Z:66b209ba-afcb-4e51-8e50-3ce51b95deac", + "x-request-time": "2.439" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + }, + "jobs": { + "node": { + "type": "StarliteComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "FileList": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_starlite_sample_output/versions/2", + "job_input_type": "mltable" + }, + "FileListFileName": { + "job_input_type": "literal", + "value": "\\output.tsv" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_581631890359/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:12:39.5865776\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_581631890359" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[8-component_spec.yaml].json b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[8-component_spec.yaml].json new file mode 100644 index 000000000000..4b002198f98a --- /dev/null +++ b/sdk/ml/azure-ai-ml/tests/recordings/internal/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_registered_internal_component[8-component_spec.yaml].json @@ -0,0 +1,995 @@ +{ + "Entries": [ + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1067", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:45 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-5c91e42e775521c7a0504bd1b3c8d7d0-735576a25511f958-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "0cd1b504-aa5d-4aff-aad2-610db95da4b7", + "x-ms-ratelimit-remaining-subscription-reads": "11959", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081245Z:0cd1b504-aa5d-4aff-aad2-610db95da4b7", + "x-request-time": "0.117" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "name": "workspaceblobstore", + "type": "Microsoft.MachineLearningServices/workspaces/datastores", + "properties": { + "description": null, + "tags": null, + "properties": null, + "isDefault": true, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", + "endpoint": "core.windows.net", + "protocol": "https", + "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" + }, + "systemData": { + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", + "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "createdByType": "Application", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", + "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", + "lastModifiedByType": "Application" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore/listSecrets?api-version=2022-05-01", + "RequestMethod": "POST", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "0", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "61", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:46 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-5377637459db31c05705981d165c493c-854dbfc0175f7d36-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "549a6f00-a754-4257-90c6-98c9b3e2dba7", + "x-ms-ratelimit-remaining-subscription-writes": "1191", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081246Z:549a6f00-a754-4257-90c6-98c9b3e2dba7", + "x-request-time": "0.094" + }, + "ResponseBody": { + "secretsType": "AccountKey", + "key": "dGhpcyBpcyBmYWtlIGtleQ==" + } + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/ae365exepool-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:12:47 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Accept-Ranges": "bytes", + "Content-Length": "2942", + "Content-MD5": "NGgo7S55l6/n2jlmYPW0OQ==", + "Content-Type": "application/octet-stream", + "Date": "Wed, 16 Nov 2022 08:12:46 GMT", + "ETag": "\u00220x8DAB5ADEAB2A7B8\u0022", + "Last-Modified": "Mon, 24 Oct 2022 10:52:59 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Vary": "Origin", + "x-ms-access-tier": "Hot", + "x-ms-access-tier-inferred": "true", + "x-ms-blob-type": "BlockBlob", + "x-ms-creation-time": "Mon, 24 Oct 2022 10:52:59 GMT", + "x-ms-lease-state": "available", + "x-ms-lease-status": "unlocked", + "x-ms-meta-name": "d43326e1-8e93-ea60-9fb2-ebae4ed9e000", + "x-ms-meta-upload_status": "completed", + "x-ms-meta-version": "1", + "x-ms-server-encrypted": "true", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/000000000000000000000000000000000000/ae365exepool-component/component_spec.yaml", + "RequestMethod": "HEAD", + "RequestHeaders": { + "Accept": "application/xml", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Wed, 16 Nov 2022 08:12:47 GMT", + "x-ms-version": "2021-08-06" + }, + "RequestBody": null, + "StatusCode": 404, + "ResponseHeaders": { + "Date": "Wed, 16 Nov 2022 08:12:46 GMT", + "Server": [ + "Windows-Azure-Blob/1.0", + "Microsoft-HTTPAPI/2.0" + ], + "Transfer-Encoding": "chunked", + "Vary": "Origin", + "x-ms-error-code": "BlobNotFound", + "x-ms-version": "2021-08-06" + }, + "ResponseBody": null + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/d43326e1-8e93-ea60-9fb2-ebae4ed9e000/versions/1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "315", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isAnonymous": true, + "isArchived": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/ae365exepool-component" + } + }, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "844", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:47 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-a21f238fe388e42afdd8e63a954c1e43-7a0eeeaeeb6a6118-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "5122cf15-5eeb-44f4-9d04-b6fe01ee1821", + "x-ms-ratelimit-remaining-subscription-writes": "1175", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081247Z:5122cf15-5eeb-44f4-9d04-b6fe01ee1821", + "x-request-time": "0.282" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/d43326e1-8e93-ea60-9fb2-ebae4ed9e000/versions/1", + "name": "1", + "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", + "properties": { + "description": null, + "tags": {}, + "properties": { + "hash_sha256": "0000000000000", + "hash_version": "0000000000000" + }, + "isArchived": false, + "isAnonymous": false, + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/000000000000000000000000000000000000/ae365exepool-component" + }, + "systemData": { + "createdAt": "2022-10-24T10:53:00.430058\u002B00:00", + "createdBy": "Xingzhi Zhang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:47.4648635\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "3431", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "description": "Use this auto-approved module to download data on EyesOn machine and interact with it for Compliant Annotation purpose.", + "properties": {}, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "isAnonymous": false, + "isArchived": false, + "componentSpec": { + "name": "test_577309210791", + "description": "Use this auto-approved module to download data on EyesOn machine and interact with it for Compliant Annotation purpose.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "version": "0.0.1", + "$schema": "https://componentsdk.azureedge.net/jsonschema/AE365ExePoolComponent.json", + "display_name": "CAX EyesOn Module [ND] v1.6", + "inputs": { + "ComplianceCluster": { + "type": "string", + "default": "MsResearch-EyesOn-Annotation", + "description": "compliance cluster name" + }, + "HeronId": { + "type": "string", + "default": "", + "description": "Heron ID" + }, + "localoutputfolderEnc": { + "type": "string", + "optional": true, + "default": "", + "description": "local output folder for encrypted data" + }, + "localoutputfolderDec": { + "type": "string", + "optional": true, + "default": "", + "description": "local output folder for decrypted data" + }, + "TimeoutSeconds": { + "type": "integer", + "optional": true, + "default": 500000, + "description": "timeout in seconds" + }, + "hitappid": { + "type": "integer", + "optional": true, + "default": 31346, + "description": "hitapp id" + }, + "projectname": { + "type": "string", + "optional": true, + "default": "LatestE2Etemplate", + "description": "project name" + }, + "judges": { + "type": "string", + "optional": true, + "default": "juwang;bradwall", + "description": "judges" + }, + "annotationsMayIncludeCustomerContent": { + "type": "string", + "optional": true, + "default": "1", + "description": "annotations may include customer content" + }, + "TaskGroupId": { + "type": "integer", + "optional": true, + "default": 86891, + "description": "task group id" + }, + "GoldHitRTADataType": { + "type": "enum", + "optional": true, + "default": "", + "description": "gold hit rta data type", + "enum": [ + "Gold", + "RTA", + "Qualification", + "Preview" + ] + }, + "taskFileTimestamp": { + "type": "string", + "optional": true, + "default": "2021.12.21.23.55.00", + "description": "task file timestamp" + }, + "DataToLookAt": { + "type": "AnyFile" + }, + "GoldHitRTAData": { + "type": "AnyFile", + "optional": true + } + }, + "outputs": { + "outputfolderEnc": { + "type": "AnyDirectory" + }, + "outputfolderDec": { + "type": "AnyDirectory" + }, + "OriginalHitData": { + "type": "AnyDirectory" + } + }, + "type": "AE365ExePoolComponent", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/d43326e1-8e93-ea60-9fb2-ebae4ed9e000/versions/1", + "command": "cax.eyesonmodule.exe input={inputs.DataToLookAt} inputGoldHitRta=[{inputs.GoldHitRTAData}] localoutputfolderEnc=[{inputs.localoutputfolderEnc}] localoutputfolderDec=[{inputs.localoutputfolderDec}] timeoutSeconds=[{inputs.TimeoutSeconds}] hitappid=[{inputs.hitappid}] projectname=[{inputs.projectname}] judges=[{inputs.judges}] outputfolderEnc={outputs.outputfolderEnc} outputfolderDec={outputs.outputfolderDec} annotationsMayIncludeCustomerContent=[{inputs.annotationsMayIncludeCustomerContent}] taskGroupId=[{inputs.TaskGroupId}] goldHitRTADataType=[{inputs.GoldHitRTADataType}] outputfolderForOriginalHitData={outputs.OriginalHitData} taskFileTimestamp=[{inputs.taskFileTimestamp}]", + "ae365exepool": { + "ref_id": "654ec0ba-bed3-48eb-a594-efd0e9275e0d" + } + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "5002", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:50 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1?api-version=2022-05-01", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-c05c60713713ad8fb2ea205aa9aa2cc9-101dafc0852cfeba-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "31829b9e-157c-45b2-bcf3-e49987a4ce59", + "x-ms-ratelimit-remaining-subscription-writes": "1174", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081250Z:31829b9e-157c-45b2-bcf3-e49987a4ce59", + "x-request-time": "1.919" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/AE365ExePoolComponent.json", + "name": "test_577309210791", + "version": "0.0.1", + "display_name": "CAX EyesOn Module [ND] v1.6", + "is_deterministic": "True", + "type": "AE365ExePoolComponent", + "description": "Use this auto-approved module to download data on EyesOn machine and interact with it for Compliant Annotation purpose.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "DataToLookAt": { + "type": "AnyFile", + "optional": "False" + }, + "GoldHitRTAData": { + "type": "AnyFile", + "optional": "True" + }, + "ComplianceCluster": { + "type": "String", + "optional": "False", + "default": "MsResearch-EyesOn-Annotation", + "description": "compliance cluster name" + }, + "HeronId": { + "type": "String", + "optional": "False", + "description": "Heron ID" + }, + "localoutputfolderEnc": { + "type": "String", + "optional": "True", + "description": "local output folder for encrypted data" + }, + "localoutputfolderDec": { + "type": "String", + "optional": "True", + "description": "local output folder for decrypted data" + }, + "TimeoutSeconds": { + "type": "Integer", + "optional": "True", + "default": "500000", + "description": "timeout in seconds" + }, + "hitappid": { + "type": "Integer", + "optional": "True", + "default": "31346", + "description": "hitapp id" + }, + "projectname": { + "type": "String", + "optional": "True", + "default": "LatestE2Etemplate", + "description": "project name" + }, + "judges": { + "type": "String", + "optional": "True", + "default": "juwang;bradwall", + "description": "judges" + }, + "annotationsMayIncludeCustomerContent": { + "type": "String", + "optional": "True", + "default": "1", + "description": "annotations may include customer content" + }, + "TaskGroupId": { + "type": "Integer", + "optional": "True", + "default": "86891", + "description": "task group id" + }, + "GoldHitRTADataType": { + "type": "Enum", + "optional": "True", + "description": "gold hit rta data type", + "enum": [ + "Gold", + "RTA", + "Qualification", + "Preview" + ] + }, + "taskFileTimestamp": { + "type": "String", + "optional": "True", + "default": "2021.12.21.23.55.00", + "description": "task file timestamp" + } + }, + "outputs": { + "outputfolderEnc": { + "type": "AnyDirectory" + }, + "outputfolderDec": { + "type": "AnyDirectory" + }, + "OriginalHitData": { + "type": "AnyDirectory" + } + }, + "command": "cax.eyesonmodule.exe input={inputs.DataToLookAt} inputGoldHitRta=[{inputs.GoldHitRTAData}] localoutputfolderEnc=[{inputs.localoutputfolderEnc}] localoutputfolderDec=[{inputs.localoutputfolderDec}] timeoutSeconds=[{inputs.TimeoutSeconds}] hitappid=[{inputs.hitappid}] projectname=[{inputs.projectname}] judges=[{inputs.judges}] outputfolderEnc={outputs.outputfolderEnc} outputfolderDec={outputs.outputfolderDec} annotationsMayIncludeCustomerContent=[{inputs.annotationsMayIncludeCustomerContent}] taskGroupId=[{inputs.TaskGroupId}] goldHitRTADataType=[{inputs.GoldHitRTADataType}] outputfolderForOriginalHitData={outputs.OriginalHitData} taskFileTimestamp=[{inputs.taskFileTimestamp}]", + "ae365exepool": { + "ref_id": "654ec0ba-bed3-48eb-a594-efd0e9275e0d" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/d43326e1-8e93-ea60-9fb2-ebae4ed9e000/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:12:48.834128\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:49.5726663\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1?api-version=2022-05-01", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "5002", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:55 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-78df1d175238216855370ed2d600e4c8-6d52c109ccfdb83e-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "9f716927-c973-418e-bfcb-5994aea5d781", + "x-ms-ratelimit-remaining-subscription-reads": "11958", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081255Z:9f716927-c973-418e-bfcb-5994aea5d781", + "x-request-time": "0.350" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1", + "name": "0.0.1", + "type": "Microsoft.MachineLearningServices/workspaces/components/versions", + "properties": { + "description": null, + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "componentSpec": { + "$schema": "https://componentsdk.azureedge.net/jsonschema/AE365ExePoolComponent.json", + "name": "test_577309210791", + "version": "0.0.1", + "display_name": "CAX EyesOn Module [ND] v1.6", + "is_deterministic": "True", + "type": "AE365ExePoolComponent", + "description": "Use this auto-approved module to download data on EyesOn machine and interact with it for Compliant Annotation purpose.", + "tags": { + "category": "Component Tutorial", + "contact": "amldesigner@microsoft.com" + }, + "inputs": { + "DataToLookAt": { + "type": "AnyFile", + "optional": "False" + }, + "GoldHitRTAData": { + "type": "AnyFile", + "optional": "True" + }, + "ComplianceCluster": { + "type": "String", + "optional": "False", + "default": "MsResearch-EyesOn-Annotation", + "description": "compliance cluster name" + }, + "HeronId": { + "type": "String", + "optional": "False", + "description": "Heron ID" + }, + "localoutputfolderEnc": { + "type": "String", + "optional": "True", + "description": "local output folder for encrypted data" + }, + "localoutputfolderDec": { + "type": "String", + "optional": "True", + "description": "local output folder for decrypted data" + }, + "TimeoutSeconds": { + "type": "Integer", + "optional": "True", + "default": "500000", + "description": "timeout in seconds" + }, + "hitappid": { + "type": "Integer", + "optional": "True", + "default": "31346", + "description": "hitapp id" + }, + "projectname": { + "type": "String", + "optional": "True", + "default": "LatestE2Etemplate", + "description": "project name" + }, + "judges": { + "type": "String", + "optional": "True", + "default": "juwang;bradwall", + "description": "judges" + }, + "annotationsMayIncludeCustomerContent": { + "type": "String", + "optional": "True", + "default": "1", + "description": "annotations may include customer content" + }, + "TaskGroupId": { + "type": "Integer", + "optional": "True", + "default": "86891", + "description": "task group id" + }, + "GoldHitRTADataType": { + "type": "Enum", + "optional": "True", + "description": "gold hit rta data type", + "enum": [ + "Gold", + "RTA", + "Qualification", + "Preview" + ] + }, + "taskFileTimestamp": { + "type": "String", + "optional": "True", + "default": "2021.12.21.23.55.00", + "description": "task file timestamp" + } + }, + "outputs": { + "outputfolderEnc": { + "type": "AnyDirectory" + }, + "outputfolderDec": { + "type": "AnyDirectory" + }, + "OriginalHitData": { + "type": "AnyDirectory" + } + }, + "command": "cax.eyesonmodule.exe input={inputs.DataToLookAt} inputGoldHitRta=[{inputs.GoldHitRTAData}] localoutputfolderEnc=[{inputs.localoutputfolderEnc}] localoutputfolderDec=[{inputs.localoutputfolderDec}] timeoutSeconds=[{inputs.TimeoutSeconds}] hitappid=[{inputs.hitappid}] projectname=[{inputs.projectname}] judges=[{inputs.judges}] outputfolderEnc={outputs.outputfolderEnc} outputfolderDec={outputs.outputfolderDec} annotationsMayIncludeCustomerContent=[{inputs.annotationsMayIncludeCustomerContent}] taskGroupId=[{inputs.TaskGroupId}] goldHitRTADataType=[{inputs.GoldHitRTADataType}] outputfolderForOriginalHitData={outputs.OriginalHitData} taskFileTimestamp=[{inputs.taskFileTimestamp}]", + "ae365exepool": { + "ref_id": "654ec0ba-bed3-48eb-a594-efd0e9275e0d" + }, + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/d43326e1-8e93-ea60-9fb2-ebae4ed9e000/versions/1" + } + }, + "systemData": { + "createdAt": "2022-11-16T08:12:48.834128\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-11-16T08:12:49.5726663\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", + "lastModifiedByType": "User" + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "2016", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:12:59 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-5c1da6e7cb729de587ed2fabfbc4866f-299834db983b504a-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "4238d079-2956-4123-8375-1ea12a33295d", + "x-ms-ratelimit-remaining-subscription-reads": "11957", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081259Z:4238d079-2956-4123-8375-1ea12a33295d", + "x-request-time": "0.247" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "name": "cpu-cluster", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "location": "centraluseuap", + "tags": {}, + "properties": { + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", + "disableLocalAuth": false, + "description": null, + "resourceId": null, + "computeType": "AmlCompute", + "computeLocation": "centraluseuap", + "provisioningState": "Succeeded", + "provisioningErrors": null, + "isAttachedCompute": false, + "properties": { + "vmSize": "STANDARD_DS2_V2", + "vmPriority": "Dedicated", + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 1, + "nodeIdleTimeBeforeScaleDown": "PT2M" + }, + "subnet": null, + "currentNodeCount": 1, + "targetNodeCount": 3, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 1, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "allocationState": "Resizing", + "allocationStateTransitionTime": "2022-11-16T08:11:18.884\u002B00:00", + "errors": [ + { + "error": { + "code": "ClusterCoreQuotaReached", + "message": "Operation results in exceeding quota limits of Total Cluster Dedicated Regional vCPUs. Maximum allowed: 100, Current in use: 96, Additional requested: 6. Click here to view and request for quota: https://portal.azure.com/#resource/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/quotaUsage" + } + } + ], + "remoteLoginPortPublicAccess": "Enabled", + "osType": "Linux", + "virtualMachineImage": null, + "isolatedNetwork": false, + "propertyBag": {} + } + } + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_reghits/versions?api-version=2022-05-01\u0026$orderBy=createdtime%20desc\u0026$top=1", + "RequestMethod": "GET", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": null, + "StatusCode": 200, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "1054", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:13:00 GMT", + "Expires": "-1", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-0fae42693b88d4a5a6192fd9f8c1d65a-eace34d7f639ced3-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "a396568d-1a8b-4233-a1d8-b0bcad7cbbdc", + "x-ms-ratelimit-remaining-subscription-reads": "11956", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081300Z:a396568d-1a8b-4233-a1d8-b0bcad7cbbdc", + "x-request-time": "0.254" + }, + "ResponseBody": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_reghits/versions/2", + "name": "2", + "type": "Microsoft.MachineLearningServices/workspaces/data/versions", + "properties": { + "description": null, + "tags": {}, + "properties": {}, + "isArchived": false, + "isAnonymous": false, + "dataUri": "azureml://subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000/datastores/workspaceblobstore/paths/LocalUpload/00000000000000000000000000000000/mnist-data/", + "dataType": "mltable", + "referencedUris": [ + "./0.png", + "./1.png", + "./2.png", + "./3.png" + ] + }, + "systemData": { + "createdAt": "2022-09-23T10:33:00.1620353\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User", + "lastModifiedAt": "2022-09-23T10:33:00.1831634\u002B00:00" + } + } + ] + } + }, + { + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "RequestMethod": "PUT", + "RequestHeaders": { + "Accept": "application/json", + "Accept-Encoding": "gzip, deflate", + "Connection": "keep-alive", + "Content-Length": "1437", + "Content-Type": "application/json", + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" + }, + "RequestBody": { + "properties": { + "properties": {}, + "tags": {}, + "displayName": "pipeline_func", + "experimentName": "azure-ai-ml", + "isArchived": false, + "jobType": "Pipeline", + "inputs": {}, + "jobs": { + "node": { + "type": "AE365ExePoolComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "DataToLookAt": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_reghits/versions/2", + "job_input_type": "mltable" + }, + "HeronId": { + "job_input_type": "literal", + "value": "c6c849c5-4d52-412a-b4de-6cc5755bca73" + }, + "taskFileTimestamp": { + "job_input_type": "literal", + "value": "2022.08.11.22.04.00" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1" + } + }, + "outputs": {}, + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + } + } + }, + "StatusCode": 201, + "ResponseHeaders": { + "Cache-Control": "no-cache", + "Content-Length": "3487", + "Content-Type": "application/json; charset=utf-8", + "Date": "Wed, 16 Nov 2022 08:13:05 GMT", + "Expires": "-1", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000?api-version=2022-10-01-preview", + "Pragma": "no-cache", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-f5afcc371c93fb3a8c288ae644e680a8-2d78400f59b67afb-00\u0022", + "Strict-Transport-Security": "max-age=31536000; includeSubDomains", + "x-aml-cluster": "vienna-test-westus2-02", + "X-Content-Type-Options": "nosniff", + "x-ms-correlation-request-id": "07bfd0ee-d76c-4351-b796-4cf8ae08d3ad", + "x-ms-ratelimit-remaining-subscription-writes": "1173", + "x-ms-response-type": "standard", + "x-ms-routing-request-id": "JAPANEAST:20221116T081305Z:07bfd0ee-d76c-4351-b796-4cf8ae08d3ad", + "x-request-time": "2.911" + }, + "ResponseBody": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/000000000000000000000", + "name": "000000000000000000000", + "type": "Microsoft.MachineLearningServices/workspaces/jobs", + "properties": { + "description": null, + "tags": {}, + "properties": { + "azureml.DevPlatv2": "true", + "azureml.runsource": "azureml.PipelineRun", + "runSource": "MFE", + "runType": "HTTP", + "azureml.parameters": "{}", + "azureml.continue_on_step_failure": "False", + "azureml.continue_on_failed_optional_input": "True", + "azureml.defaultComputeName": "cpu-cluster", + "azureml.defaultDataStoreName": "workspaceblobstore", + "azureml.pipelineComponent": "pipelinerun" + }, + "displayName": "pipeline_func", + "status": "Preparing", + "experimentName": "azure-ai-ml", + "services": { + "Tracking": { + "jobServiceType": "Tracking", + "port": null, + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + }, + "Studio": { + "jobServiceType": "Studio", + "port": null, + "endpoint": "https://ml.azure.com/runs/000000000000000000000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "status": null, + "errorMessage": null, + "properties": null, + "nodes": null + } + }, + "computeId": null, + "isArchived": false, + "identity": null, + "componentId": null, + "jobType": "Pipeline", + "settings": { + "default_compute": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "default_datastore": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", + "_source": "DSL" + }, + "jobs": { + "node": { + "type": "AE365ExePoolComponent", + "computeId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", + "inputs": { + "DataToLookAt": { + "uri": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/data/mltable_reghits/versions/2", + "job_input_type": "mltable" + }, + "HeronId": { + "job_input_type": "literal", + "value": "c6c849c5-4d52-412a-b4de-6cc5755bca73" + }, + "taskFileTimestamp": { + "job_input_type": "literal", + "value": "2022.08.11.22.04.00" + } + }, + "_source": "REMOTE.WORKSPACE.COMPONENT", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/test_577309210791/versions/0.0.1" + } + }, + "inputs": {}, + "outputs": {}, + "sourceJobId": null + }, + "systemData": { + "createdAt": "2022-11-16T08:13:04.9195378\u002B00:00", + "createdBy": "Zhengfei Wang", + "createdByType": "User" + } + } + } + ], + "Variables": { + "component_name": "test_577309210791" + } +} diff --git a/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_component_input_e2e.yml].json b/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_component_input_e2e.yml].json index 1a39a0bee05e..b4550af53795 100644 --- a/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_component_input_e2e.yml].json +++ b/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_component_input_e2e.yml].json @@ -1,49 +1,53 @@ { "Entries": [ { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-01-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", "RequestMethod": "GET", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1990", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:45:52 GMT", + "Date": "Thu, 17 Nov 2022 03:45:00 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-5ad4eca185c088367f016fc612b21932-0e54cd39f9a4a790-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-73daadafcfd72eca7b9b6ce0f5992755-7d3d99b4a3ca8daa-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-02", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "c15c7eb9-4070-4200-844e-2fd95d8a3f19", - "x-ms-ratelimit-remaining-subscription-reads": "11933", + "x-ms-correlation-request-id": "7d96f37d-fd1e-4f39-b040-ed83a618a75d", + "x-ms-ratelimit-remaining-subscription-reads": "11987", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074552Z:c15c7eb9-4070-4200-844e-2fd95d8a3f19", - "x-request-time": "0.030" + "x-ms-routing-request-id": "JAPANEAST:20221117T034501Z:7d96f37d-fd1e-4f39-b040-ed83a618a75d", + "x-request-time": "0.305" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", "name": "cpu-cluster", "type": "Microsoft.MachineLearningServices/workspaces/computes", - "location": "eastus2", + "location": "centraluseuap", "tags": {}, "properties": { - "createdOn": "2022-10-10T07:44:03.2104968\u002B00:00", - "modifiedOn": "2022-11-08T03:58:27.2396848\u002B00:00", + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", "disableLocalAuth": false, "description": null, "resourceId": null, "computeType": "AmlCompute", - "computeLocation": "eastus2", + "computeLocation": "centraluseuap", "provisioningState": "Succeeded", "provisioningErrors": null, "isAttachedCompute": false, @@ -52,36 +56,23 @@ "vmPriority": "Dedicated", "scaleSettings": { "maxNodeCount": 4, - "minNodeCount": 0, + "minNodeCount": 1, "nodeIdleTimeBeforeScaleDown": "PT2M" }, "subnet": null, - "currentNodeCount": 3, - "targetNodeCount": 3, + "currentNodeCount": 1, + "targetNodeCount": 2, "nodeStateCounts": { "preparingNodeCount": 0, "runningNodeCount": 1, - "idleNodeCount": 2, + "idleNodeCount": 0, "unusableNodeCount": 0, "leavingNodeCount": 0, "preemptedNodeCount": 0 }, "allocationState": "Resizing", - "allocationStateTransitionTime": "2022-11-09T07:45:04.666\u002B00:00", - "errors": [ - { - "error": { - "code": "DiskFull", - "message": "ComputeNode.Id=tvmps_5c0b95df7def6d82bab1ad6dabc43dc180a222851d8680ac1d73375889e8c651_d: There is not enough disk space on the node", - "details": [ - { - "code": "Message", - "message": "The VM disk is full. Delete jobs, tasks, or files on the node to free up space and then reboot the node." - } - ] - } - } - ], + "allocationStateTransitionTime": "2022-11-17T03:43:30.759\u002B00:00", + "errors": null, "remoteLoginPortPublicAccess": "Enabled", "osType": "Linux", "virtualMachineImage": null, @@ -98,28 +89,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:45:54 GMT", + "Date": "Thu, 17 Nov 2022 03:45:05 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-7341b8061f162403f3eb204b0336b60d-4f58263c810fd586-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-ee7520cb8787292b1bde3573d9f089eb-ee675a5b85d084af-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "6ffcc7b3-ec27-467e-9c93-f2be412cb63a", - "x-ms-ratelimit-remaining-subscription-reads": "11932", + "x-ms-correlation-request-id": "4eb58ac0-7ef5-4e27-9f16-a8f916e7953b", + "x-ms-ratelimit-remaining-subscription-reads": "11986", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074554Z:6ffcc7b3-ec27-467e-9c93-f2be412cb63a", - "x-request-time": "0.109" + "x-ms-routing-request-id": "JAPANEAST:20221117T034505Z:4eb58ac0-7ef5-4e27-9f16-a8f916e7953b", + "x-request-time": "0.088" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -134,17 +129,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -158,27 +153,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:46:04 GMT", + "Date": "Thu, 17 Nov 2022 03:45:07 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-a961ab029a06b31248a981255f825738-15eff9e01e56a632-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-e17f0fe2c9822c75e2009571b7718dbc-a362478035fa4d0f-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "f5e6a349-446b-4afb-9baa-118e723ece2f", - "x-ms-ratelimit-remaining-subscription-writes": "1173", + "x-ms-correlation-request-id": "60538fb4-4ab1-49ec-a6b0-53eabe74c8c8", + "x-ms-ratelimit-remaining-subscription-writes": "1199", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074604Z:f5e6a349-446b-4afb-9baa-118e723ece2f", - "x-request-time": "0.129" + "x-ms-routing-request-id": "JAPANEAST:20221117T034507Z:60538fb4-4ab1-49ec-a6b0-53eabe74c8c8", + "x-request-time": "0.444" }, "ResponseBody": { "secretsType": "AccountKey", @@ -186,26 +183,26 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel/digit_identification.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel/digit_identification.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:46:04 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:06 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Accept-Ranges": "bytes", - "Content-Length": "1509", - "Content-MD5": "i5qF1WmDFyzP3R78E09tfA==", + "Content-Length": "1555", + "Content-MD5": "4WzoZGSMp9zEx3G4j/SVnA==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:46:04 GMT", - "ETag": "\u00220x8DAC16B41A5A2FE\u0022", - "Last-Modified": "Tue, 08 Nov 2022 09:26:03 GMT", + "Date": "Thu, 17 Nov 2022 03:45:07 GMT", + "ETag": "\u00220x8DA9D49D7EAA27E\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:56:10 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -214,10 +211,10 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 09:26:02 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:56:10 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "a6e88cc7-4766-4562-b51c-a3cfd4e81dee", + "x-ms-meta-name": "88bd524f-9c9e-4b52-9a39-a18be7c95512", "x-ms-meta-upload_status": "completed", "x-ms-meta-version": "1", "x-ms-server-encrypted": "true", @@ -226,20 +223,20 @@ "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/script_parallel/digit_identification.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/script_parallel/digit_identification.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:46:04 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:07 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:46:04 GMT", + "Date": "Thu, 17 Nov 2022 03:45:07 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -252,7 +249,7 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1?api-version=2022-05-01", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1?api-version=2022-05-01", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", @@ -260,7 +257,7 @@ "Connection": "keep-alive", "Content-Length": "304", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -270,31 +267,35 @@ }, "isAnonymous": true, "isArchived": false, - "codeUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel" } }, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "828", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:46:36 GMT", + "Date": "Thu, 17 Nov 2022 03:45:10 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-04d7df3c0c3e99cfc016af6a1dfa29f5-75fee3027d23ecf1-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-549c769af1e1a3987e7f76dc108aeb93-00c17854afeddedb-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "7a915488-0a9e-4af9-8514-3961f8a6bcc3", - "x-ms-ratelimit-remaining-subscription-writes": "1156", + "x-ms-correlation-request-id": "27a24d99-d873-4137-85cb-4b99fcc1a80e", + "x-ms-ratelimit-remaining-subscription-writes": "1199", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074636Z:7a915488-0a9e-4af9-8514-3961f8a6bcc3", - "x-request-time": "0.196" + "x-ms-routing-request-id": "JAPANEAST:20221117T034510Z:27a24d99-d873-4137-85cb-4b99fcc1a80e", + "x-request-time": "0.485" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "name": "1", "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", "properties": { @@ -306,14 +307,14 @@ }, "isArchived": false, "isAnonymous": false, - "codeUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel" }, "systemData": { - "createdAt": "2022-11-08T09:26:04.7041852\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-09-23T09:56:12.0126883\u002B00:00", + "createdBy": "Ying Chen", "createdByType": "User", - "lastModifiedAt": "2022-11-09T07:46:36.1221327\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-11-17T03:45:10.4751004\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } } @@ -327,7 +328,7 @@ "Connection": "keep-alive", "Content-Length": "1295", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -361,7 +362,7 @@ "logging_level": "WARNING", "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "pass_through.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:1" @@ -382,26 +383,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2209", + "Content-Length": "2219", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:46:41 GMT", + "Date": "Thu, 17 Nov 2022 03:45:14 GMT", "Expires": "-1", "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/000000000000000000000?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-a8781d04bfc32c2f1fd57b2e4ad0a45a-a9b350e3ce8ab19e-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-839a35126717dcc8a3430c3510374c84-873eb58dfa069f0f-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "ceef0378-ca3d-46d3-b75a-985922c3ea52", - "x-ms-ratelimit-remaining-subscription-writes": "1155", + "x-ms-correlation-request-id": "bbba8d4f-9a0c-42c3-873a-5bac3f30b1dc", + "x-ms-ratelimit-remaining-subscription-writes": "1198", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074641Z:ceef0378-ca3d-46d3-b75a-985922c3ea52", - "x-request-time": "0.614" + "x-ms-routing-request-id": "JAPANEAST:20221117T034514Z:bbba8d4f-9a0c-42c3-873a-5bac3f30b1dc", + "x-request-time": "2.714" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/72f86e83-df50-4245-99b2-a8a5724aad32", - "name": "72f86e83-df50-4245-99b2-a8a5724aad32", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/afc424a6-3d82-44dd-ac72-dcac0a3d3bad", + "name": "afc424a6-3d82-44dd-ac72-dcac0a3d3bad", "type": "Microsoft.MachineLearningServices/workspaces/components/versions", "properties": { "description": null, @@ -411,7 +412,7 @@ "isAnonymous": true, "componentSpec": { "name": "azureml_anonymous", - "version": "72f86e83-df50-4245-99b2-a8a5724aad32", + "version": "afc424a6-3d82-44dd-ac72-dcac0a3d3bad", "display_name": "BatchScore", "is_deterministic": "True", "type": "parallel", @@ -429,8 +430,8 @@ } }, "task": { - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", - "environment": "azureml://registries/azureml/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", + "environment": "azureml://registries/azureml-dev/environments/AzureML-sklearn-0.24-ubuntu18.04-py37-cpu/versions/1", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "entry_script": "pass_through.py", "type": "run_function" @@ -449,11 +450,11 @@ } }, "systemData": { - "createdAt": "2022-11-08T09:26:06.0252595\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-11-17T03:45:13.8313354\u002B00:00", + "createdBy": "Zhengfei Wang", "createdByType": "User", - "lastModifiedAt": "2022-11-08T09:26:06.1912832\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-11-17T03:45:13.8313354\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } } @@ -465,28 +466,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:46:43 GMT", + "Date": "Thu, 17 Nov 2022 03:45:15 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-c689c52e10bdb8263cae4218879106d7-6e2cf65650b01c00-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-0fc2e9fe1e911f1bbc092d804d76c995-7b7118321d2811a8-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "bfe25717-a46c-4c97-82c8-e78dbdfb44e5", - "x-ms-ratelimit-remaining-subscription-reads": "11931", + "x-ms-correlation-request-id": "9b1b3518-c889-47cd-b9ac-8f405f0d488a", + "x-ms-ratelimit-remaining-subscription-reads": "11985", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074643Z:bfe25717-a46c-4c97-82c8-e78dbdfb44e5", - "x-request-time": "0.416" + "x-ms-routing-request-id": "JAPANEAST:20221117T034515Z:9b1b3518-c889-47cd-b9ac-8f405f0d488a", + "x-request-time": "0.143" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -501,17 +506,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -525,27 +530,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:46:44 GMT", + "Date": "Thu, 17 Nov 2022 03:45:15 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-ff7fc9b45ed13b4d2b26f9746fe6fc2c-d3263bf748feeb02-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-ab40c12b737e29c25d67de6feb24f04e-f0c28051acfa8fe9-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "f4de097d-67a0-468d-be57-0dd77529b906", - "x-ms-ratelimit-remaining-subscription-writes": "1172", + "x-ms-correlation-request-id": "af74f008-75a2-4f36-88cd-6826030b2538", + "x-ms-ratelimit-remaining-subscription-writes": "1198", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074644Z:f4de097d-67a0-468d-be57-0dd77529b906", - "x-request-time": "0.118" + "x-ms-routing-request-id": "JAPANEAST:20221117T034515Z:af74f008-75a2-4f36-88cd-6826030b2538", + "x-request-time": "0.117" }, "ResponseBody": { "secretsType": "AccountKey", @@ -553,14 +560,14 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/mnist-data/0.png", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/mnist-data/0.png", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:46:44 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:15 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, @@ -570,9 +577,9 @@ "Content-Length": "223", "Content-MD5": "yLW2CQQeldeN1S7hH1/5Nw==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:46:44 GMT", - "ETag": "\u00220x8DAC14072585FF8\u0022", - "Last-Modified": "Tue, 08 Nov 2022 04:19:36 GMT", + "Date": "Thu, 17 Nov 2022 03:45:15 GMT", + "ETag": "\u00220x8DA9D49DDA8E2B9\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:56:20 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -581,32 +588,32 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 04:19:36 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:56:19 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "5694fd8d-502f-4682-8612-611add92dc5e", + "x-ms-meta-name": "6d38069b-69f7-4247-bed0-fffe996f3098", "x-ms-meta-upload_status": "completed", - "x-ms-meta-version": "4e329e0f-0694-4136-9ad6-ae6f84162455", + "x-ms-meta-version": "315ab246-e719-41ed-9ad8-28f2f315a8e2", "x-ms-server-encrypted": "true", "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/mnist-data/0.png", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/mnist-data/0.png", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:46:45 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:15 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:46:45 GMT", + "Date": "Thu, 17 Nov 2022 03:45:15 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -619,15 +626,15 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_464051133015?api-version=2022-10-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_67609600000?api-version=2022-10-01-preview", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "Content-Length": "1948", + "Content-Length": "1947", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -637,7 +644,7 @@ "tag": "tagvalue", "owner": "sdkteam" }, - "displayName": "test_464051133015", + "displayName": "test_67609600000", "experimentName": "azure-ai-ml", "isArchived": false, "jobType": "Pipeline", @@ -658,7 +665,7 @@ "max_concurrency_per_instance": 1, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "pass_through.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:1" @@ -673,7 +680,7 @@ } }, "_source": "YAML.JOB", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/72f86e83-df50-4245-99b2-a8a5724aad32", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/afc424a6-3d82-44dd-ac72-dcac0a3d3bad", "mini_batch_size": 1 } }, @@ -687,26 +694,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "4087", + "Content-Length": "4090", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:46:52 GMT", + "Date": "Thu, 17 Nov 2022 03:45:22 GMT", "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_464051133015?api-version=2022-10-01-preview", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_67609600000?api-version=2022-10-01-preview", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-829248b6b31acfe8e14c61645c53688d-f9649dd5323a16bc-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-16c65daadf45d42e73955dc8d04a8028-6dc3aeb81d9951a7-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "aeffcafa-f605-4a86-8cea-6e20efcde0b5", - "x-ms-ratelimit-remaining-subscription-writes": "1154", + "x-ms-correlation-request-id": "a6be1d15-7480-4c40-8f9b-1b4ead00afa7", + "x-ms-ratelimit-remaining-subscription-writes": "1197", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074652Z:aeffcafa-f605-4a86-8cea-6e20efcde0b5", - "x-request-time": "3.811" + "x-ms-routing-request-id": "JAPANEAST:20221117T034522Z:a6be1d15-7480-4c40-8f9b-1b4ead00afa7", + "x-request-time": "3.349" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_464051133015", - "name": "test_464051133015", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_67609600000", + "name": "test_67609600000", "type": "Microsoft.MachineLearningServices/workspaces/jobs", "properties": { "description": "The hello world pipeline job with inline parallel job defined by parallel component", @@ -726,14 +733,14 @@ "azureml.defaultDataStoreName": "workspaceblobstore", "azureml.pipelineComponent": "pipelinerun" }, - "displayName": "test_464051133015", + "displayName": "test_67609600000", "status": "Preparing", "experimentName": "azure-ai-ml", "services": { "Tracking": { "jobServiceType": "Tracking", "port": null, - "endpoint": "azureml://eastus2.api.azureml.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", "status": null, "errorMessage": null, "properties": null, @@ -742,7 +749,7 @@ "Studio": { "jobServiceType": "Studio", "port": null, - "endpoint": "https://ml.azure.com/runs/test_464051133015?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "endpoint": "https://ml.azure.com/runs/test_67609600000?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", "status": null, "errorMessage": null, "properties": null, @@ -768,7 +775,7 @@ "max_concurrency_per_instance": 1, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "pass_through.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "environment": "azureml:AzureML-sklearn-0.24-ubuntu18.04-py37-cpu:1" @@ -783,7 +790,7 @@ } }, "_source": "YAML.JOB", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/72f86e83-df50-4245-99b2-a8a5724aad32", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/afc424a6-3d82-44dd-ac72-dcac0a3d3bad", "mini_batch_size": 1 } }, @@ -799,14 +806,14 @@ "sourceJobId": null }, "systemData": { - "createdAt": "2022-11-09T07:46:52.2697342\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-11-17T03:45:21.4808129\u002B00:00", + "createdBy": "Zhengfei Wang", "createdByType": "User" } } } ], "Variables": { - "name": "test_464051133015" + "name": "test_67609600000" } } diff --git a/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_input_e2e.yml].json b/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_input_e2e.yml].json index a37d68c55777..a232a24c2f76 100644 --- a/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_input_e2e.yml].json +++ b/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[file_input_e2e.yml].json @@ -1,49 +1,53 @@ { "Entries": [ { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-01-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", "RequestMethod": "GET", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2324", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:11 GMT", + "Date": "Thu, 17 Nov 2022 03:45:27 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-34baec1339f6a2dba2ebec890113c611-c68b846ca33a12a9-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-a3abc6e906cfa1cb777a5d5d431c192e-07bb51995ae38d6b-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "0e6ba5c3-681d-4b5c-8b93-20ba6640cdce", - "x-ms-ratelimit-remaining-subscription-reads": "11930", + "x-ms-correlation-request-id": "91281505-6a33-4063-8452-2dee82117760", + "x-ms-ratelimit-remaining-subscription-reads": "11984", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074712Z:0e6ba5c3-681d-4b5c-8b93-20ba6640cdce", - "x-request-time": "0.040" + "x-ms-routing-request-id": "JAPANEAST:20221117T034528Z:91281505-6a33-4063-8452-2dee82117760", + "x-request-time": "0.225" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", "name": "cpu-cluster", "type": "Microsoft.MachineLearningServices/workspaces/computes", - "location": "eastus2", + "location": "centraluseuap", "tags": {}, "properties": { - "createdOn": "2022-10-10T07:44:03.2104968\u002B00:00", - "modifiedOn": "2022-11-08T03:58:27.2396848\u002B00:00", + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", "disableLocalAuth": false, "description": null, "resourceId": null, "computeType": "AmlCompute", - "computeLocation": "eastus2", + "computeLocation": "centraluseuap", "provisioningState": "Succeeded", "provisioningErrors": null, "isAttachedCompute": false, @@ -52,40 +56,23 @@ "vmPriority": "Dedicated", "scaleSettings": { "maxNodeCount": 4, - "minNodeCount": 0, + "minNodeCount": 1, "nodeIdleTimeBeforeScaleDown": "PT2M" }, "subnet": null, - "currentNodeCount": 3, - "targetNodeCount": 3, + "currentNodeCount": 1, + "targetNodeCount": 2, "nodeStateCounts": { "preparingNodeCount": 0, - "runningNodeCount": 0, - "idleNodeCount": 2, + "runningNodeCount": 1, + "idleNodeCount": 0, "unusableNodeCount": 0, - "leavingNodeCount": 1, + "leavingNodeCount": 0, "preemptedNodeCount": 0 }, "allocationState": "Resizing", - "allocationStateTransitionTime": "2022-11-09T07:45:04.666\u002B00:00", - "errors": [ - { - "error": { - "code": "DiskFull", - "message": "ComputeNode.Id=tvmps_4208261d28aaa6fc6ec3fcd5c1eb8d6a3c19c7b4ccff7adf06f5ac9a558c8c95_d: There is not enough disk space on the node,ComputeNode.Id=tvmps_5c0b95df7def6d82bab1ad6dabc43dc180a222851d8680ac1d73375889e8c651_d: There is not enough disk space on the node", - "details": [ - { - "code": "Message", - "message": "The VM disk is full. Delete jobs, tasks, or files on the node to free up space and then reboot the node." - }, - { - "code": "Message", - "message": "The VM disk is full. Delete jobs, tasks, or files on the node to free up space and then reboot the node." - } - ] - } - } - ], + "allocationStateTransitionTime": "2022-11-17T03:43:30.759\u002B00:00", + "errors": null, "remoteLoginPortPublicAccess": "Enabled", "osType": "Linux", "virtualMachineImage": null, @@ -102,28 +89,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:14 GMT", + "Date": "Thu, 17 Nov 2022 03:45:30 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-3c931e0e83411d826d84f124f4dc0c89-791d0373de5371f9-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-083fecd28b046eb8b414808cbce463fe-716a1f7fb49257f0-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "9b5850ff-71e7-458b-8e4c-a6fbc4fa1034", - "x-ms-ratelimit-remaining-subscription-reads": "11929", + "x-ms-correlation-request-id": "29a12a7c-8e7e-4c96-bf84-9e3a29a29e01", + "x-ms-ratelimit-remaining-subscription-reads": "11983", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074714Z:9b5850ff-71e7-458b-8e4c-a6fbc4fa1034", - "x-request-time": "0.108" + "x-ms-routing-request-id": "JAPANEAST:20221117T034531Z:29a12a7c-8e7e-4c96-bf84-9e3a29a29e01", + "x-request-time": "0.123" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -138,17 +129,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -162,27 +153,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:15 GMT", + "Date": "Thu, 17 Nov 2022 03:45:31 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-ea508dd25bdfb7bdf2679837c426fbf1-aed1a391712e0b30-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-bf97edb7f1a37d1bd46227564b0f6fd2-964b79a49f55ef9c-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "9d996ae9-dc93-4e2a-9b2a-be1232238727", - "x-ms-ratelimit-remaining-subscription-writes": "1171", + "x-ms-correlation-request-id": "1b1a341c-f374-4f5b-b81c-22c896e38bd2", + "x-ms-ratelimit-remaining-subscription-writes": "1197", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074716Z:9d996ae9-dc93-4e2a-9b2a-be1232238727", - "x-request-time": "0.168" + "x-ms-routing-request-id": "JAPANEAST:20221117T034531Z:1b1a341c-f374-4f5b-b81c-22c896e38bd2", + "x-request-time": "0.098" }, "ResponseBody": { "secretsType": "AccountKey", @@ -190,26 +183,26 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel/digit_identification.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel/digit_identification.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:47:16 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:31 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Accept-Ranges": "bytes", - "Content-Length": "1509", - "Content-MD5": "i5qF1WmDFyzP3R78E09tfA==", + "Content-Length": "1555", + "Content-MD5": "4WzoZGSMp9zEx3G4j/SVnA==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:47:16 GMT", - "ETag": "\u00220x8DAC16B41A5A2FE\u0022", - "Last-Modified": "Tue, 08 Nov 2022 09:26:03 GMT", + "Date": "Thu, 17 Nov 2022 03:45:31 GMT", + "ETag": "\u00220x8DA9D49D7EAA27E\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:56:10 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -218,10 +211,10 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 09:26:02 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:56:10 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "a6e88cc7-4766-4562-b51c-a3cfd4e81dee", + "x-ms-meta-name": "88bd524f-9c9e-4b52-9a39-a18be7c95512", "x-ms-meta-upload_status": "completed", "x-ms-meta-version": "1", "x-ms-server-encrypted": "true", @@ -230,20 +223,20 @@ "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/script_parallel/digit_identification.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/script_parallel/digit_identification.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:47:16 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:31 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:47:16 GMT", + "Date": "Thu, 17 Nov 2022 03:45:31 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -256,7 +249,7 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1?api-version=2022-05-01", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1?api-version=2022-05-01", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", @@ -264,7 +257,7 @@ "Connection": "keep-alive", "Content-Length": "304", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -274,31 +267,35 @@ }, "isAnonymous": true, "isArchived": false, - "codeUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel" } }, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "827", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:18 GMT", + "Date": "Thu, 17 Nov 2022 03:45:32 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-da22011e0c01b2a78bc4126f17da6287-de2442a1b1ddeac1-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-602fc718292259dce9f0d7e79c1de9b7-ae913cdf276e3ff5-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "08f656ed-cac2-453d-82c1-8641cb8e89cb", - "x-ms-ratelimit-remaining-subscription-writes": "1153", + "x-ms-correlation-request-id": "fffc0a9a-f49b-4e4f-893a-e779327578f8", + "x-ms-ratelimit-remaining-subscription-writes": "1196", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074719Z:08f656ed-cac2-453d-82c1-8641cb8e89cb", - "x-request-time": "0.140" + "x-ms-routing-request-id": "JAPANEAST:20221117T034532Z:fffc0a9a-f49b-4e4f-893a-e779327578f8", + "x-request-time": "0.246" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "name": "1", "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", "properties": { @@ -310,14 +307,14 @@ }, "isArchived": false, "isAnonymous": false, - "codeUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel" }, "systemData": { - "createdAt": "2022-11-08T09:26:04.7041852\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-09-23T09:56:12.0126883\u002B00:00", + "createdBy": "Ying Chen", "createdByType": "User", - "lastModifiedAt": "2022-11-09T07:47:19.317197\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-11-17T03:45:32.7756756\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } } @@ -331,7 +328,7 @@ "Connection": "keep-alive", "Content-Length": "416", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -343,24 +340,24 @@ }, "StatusCode": 201, "ResponseHeaders": { - "Build-ID": "chm", + "Build-ID": "ca57", "Cache-Control": "no-cache", "Content-Length": "1351", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:30 GMT", + "Date": "Thu, 17 Nov 2022 03:45:35 GMT", "Expires": "-1", "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-a981f9fbe6aa76de30ac0ea1e3da996a-cfa36b0fcac81356-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-ee874618a6d3d680671c7d0c59e15d09-945095a456c1e2a9-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "5e1084ea-efe8-4e30-bbf1-7d6bb36a14b7", - "x-ms-ratelimit-remaining-subscription-writes": "1152", + "x-ms-correlation-request-id": "488f2e3e-994f-42a9-85de-485b0415c211", + "x-ms-ratelimit-remaining-subscription-writes": "1195", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074731Z:5e1084ea-efe8-4e30-bbf1-7d6bb36a14b7", - "x-request-time": "10.623" + "x-ms-routing-request-id": "JAPANEAST:20221117T034536Z:488f2e3e-994f-42a9-85de-485b0415c211", + "x-request-time": "2.396" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af", @@ -378,11 +375,11 @@ "osType": "Linux" }, "systemData": { - "createdAt": "2022-11-08T04:18:49.506634\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-09-23T09:56:46.9554352\u002B00:00", + "createdBy": "Ying Chen", "createdByType": "User", - "lastModifiedAt": "2022-11-08T04:18:49.506634\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-09-23T09:56:46.9554352\u002B00:00", + "lastModifiedBy": "Ying Chen", "lastModifiedByType": "User" } } @@ -396,7 +393,7 @@ "Connection": "keep-alive", "Content-Length": "1301", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -428,7 +425,7 @@ "logging_level": "WARNING", "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "pass_through.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af" @@ -449,26 +446,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2252", + "Content-Length": "2258", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:31 GMT", + "Date": "Thu, 17 Nov 2022 03:45:37 GMT", "Expires": "-1", "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/000000000000000000000?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-5e7cec481f934de7cacaeb1414698022-50e04baefb26dce8-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-719365ed663048997edebaf4d4867bed-626569513670513f-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "1ad4345e-fb5e-4bb5-b151-c44bcfe5d087", - "x-ms-ratelimit-remaining-subscription-writes": "1151", + "x-ms-correlation-request-id": "3f473b8f-8bba-4df8-ad18-0f5c01842b43", + "x-ms-ratelimit-remaining-subscription-writes": "1194", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074732Z:1ad4345e-fb5e-4bb5-b151-c44bcfe5d087", - "x-request-time": "0.311" + "x-ms-routing-request-id": "JAPANEAST:20221117T034537Z:3f473b8f-8bba-4df8-ad18-0f5c01842b43", + "x-request-time": "1.328" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/b022a59c-c397-49d6-bd55-84519b470b86", - "name": "b022a59c-c397-49d6-bd55-84519b470b86", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/2f87570b-379a-4c53-b704-8dc2f6bc28ab", + "name": "2f87570b-379a-4c53-b704-8dc2f6bc28ab", "type": "Microsoft.MachineLearningServices/workspaces/components/versions", "properties": { "description": null, @@ -478,7 +475,7 @@ "isAnonymous": true, "componentSpec": { "name": "azureml_anonymous", - "version": "b022a59c-c397-49d6-bd55-84519b470b86", + "version": "2f87570b-379a-4c53-b704-8dc2f6bc28ab", "display_name": "hello_world_inline_parallel_file_job_1", "is_deterministic": "True", "type": "parallel", @@ -494,7 +491,7 @@ } }, "task": { - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "entry_script": "pass_through.py", @@ -514,11 +511,11 @@ } }, "systemData": { - "createdAt": "2022-11-08T09:26:39.0535886\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-11-17T03:45:37.2403354\u002B00:00", + "createdBy": "Zhengfei Wang", "createdByType": "User", - "lastModifiedAt": "2022-11-08T09:26:39.2578443\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-11-17T03:45:37.2403354\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } } @@ -530,28 +527,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:32 GMT", + "Date": "Thu, 17 Nov 2022 03:45:38 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-d7bdad444d4ecc4e28d2753b7f3af9ba-aff171a1d0dab245-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-480d59494b74d037302cc1a38d8a9c96-c85c59b5a8b4d349-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "e9af83ec-1c12-44eb-809f-dcb83c8130d4", - "x-ms-ratelimit-remaining-subscription-reads": "11928", + "x-ms-correlation-request-id": "ee50eeea-cf03-47c3-a701-5926725f1212", + "x-ms-ratelimit-remaining-subscription-reads": "11982", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074733Z:e9af83ec-1c12-44eb-809f-dcb83c8130d4", - "x-request-time": "0.136" + "x-ms-routing-request-id": "JAPANEAST:20221117T034538Z:ee50eeea-cf03-47c3-a701-5926725f1212", + "x-request-time": "0.085" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -566,17 +567,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -590,27 +591,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:33 GMT", + "Date": "Thu, 17 Nov 2022 03:45:38 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-777d22a3bd9b1092385bccd9ca4426a1-9554071698cd8d64-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-acb06fda4c8236b10a9d60a172b4b39b-443f84b991003495-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "4bb12a88-f800-4385-a940-dc45d5fbc4eb", - "x-ms-ratelimit-remaining-subscription-writes": "1170", + "x-ms-correlation-request-id": "3a53f1f6-f230-49a3-8157-444a1a322df7", + "x-ms-ratelimit-remaining-subscription-writes": "1196", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074734Z:4bb12a88-f800-4385-a940-dc45d5fbc4eb", - "x-request-time": "0.353" + "x-ms-routing-request-id": "JAPANEAST:20221117T034539Z:3a53f1f6-f230-49a3-8157-444a1a322df7", + "x-request-time": "0.110" }, "ResponseBody": { "secretsType": "AccountKey", @@ -618,14 +621,14 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/mnist-data/0.png", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/mnist-data/0.png", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:47:34 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:39 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, @@ -635,9 +638,9 @@ "Content-Length": "223", "Content-MD5": "yLW2CQQeldeN1S7hH1/5Nw==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:47:34 GMT", - "ETag": "\u00220x8DAC14072585FF8\u0022", - "Last-Modified": "Tue, 08 Nov 2022 04:19:36 GMT", + "Date": "Thu, 17 Nov 2022 03:45:39 GMT", + "ETag": "\u00220x8DA9D49DDA8E2B9\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:56:20 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -646,32 +649,32 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 04:19:36 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:56:19 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "5694fd8d-502f-4682-8612-611add92dc5e", + "x-ms-meta-name": "6d38069b-69f7-4247-bed0-fffe996f3098", "x-ms-meta-upload_status": "completed", - "x-ms-meta-version": "4e329e0f-0694-4136-9ad6-ae6f84162455", + "x-ms-meta-version": "315ab246-e719-41ed-9ad8-28f2f315a8e2", "x-ms-server-encrypted": "true", "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/mnist-data/0.png", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/mnist-data/0.png", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:47:34 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:39 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:47:34 GMT", + "Date": "Thu, 17 Nov 2022 03:45:39 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -684,7 +687,7 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_169739421253?api-version=2022-10-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_378704656044?api-version=2022-10-01-preview", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", @@ -692,7 +695,7 @@ "Connection": "keep-alive", "Content-Length": "2222", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -702,7 +705,7 @@ "tag": "tagvalue", "owner": "sdkteam" }, - "displayName": "test_169739421253", + "displayName": "test_378704656044", "experimentName": "azure-ai-ml", "isArchived": false, "jobType": "Pipeline", @@ -727,7 +730,7 @@ "max_concurrency_per_instance": 1, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "pass_through.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af" @@ -748,7 +751,7 @@ } }, "_source": "YAML.JOB", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/b022a59c-c397-49d6-bd55-84519b470b86", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/2f87570b-379a-4c53-b704-8dc2f6bc28ab", "retry_settings": { "timeout": 60, "max_retries": 2 @@ -771,26 +774,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "4536", + "Content-Length": "4543", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:41 GMT", + "Date": "Thu, 17 Nov 2022 03:45:45 GMT", "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_169739421253?api-version=2022-10-01-preview", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_378704656044?api-version=2022-10-01-preview", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-9fc52bab09ad658f671ed245398b493b-cee93fa5874053e8-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-366af1c57ad7aa9150ebad72a3f1b731-2714dddc53e2490a-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "c5c2e5e7-0a65-4c28-889d-5d27aefbaac9", - "x-ms-ratelimit-remaining-subscription-writes": "1150", + "x-ms-correlation-request-id": "0d9aee2d-ff5a-43df-9cd7-ad608924d399", + "x-ms-ratelimit-remaining-subscription-writes": "1193", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074741Z:c5c2e5e7-0a65-4c28-889d-5d27aefbaac9", - "x-request-time": "2.977" + "x-ms-routing-request-id": "JAPANEAST:20221117T034545Z:0d9aee2d-ff5a-43df-9cd7-ad608924d399", + "x-request-time": "3.018" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_169739421253", - "name": "test_169739421253", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_378704656044", + "name": "test_378704656044", "type": "Microsoft.MachineLearningServices/workspaces/jobs", "properties": { "description": "The hello world pipeline job with inline parallel job", @@ -809,14 +812,14 @@ "azureml.defaultDataStoreName": "workspaceblobstore", "azureml.pipelineComponent": "pipelinerun" }, - "displayName": "test_169739421253", + "displayName": "test_378704656044", "status": "Preparing", "experimentName": "azure-ai-ml", "services": { "Tracking": { "jobServiceType": "Tracking", "port": null, - "endpoint": "azureml://eastus2.api.azureml.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", "status": null, "errorMessage": null, "properties": null, @@ -825,7 +828,7 @@ "Studio": { "jobServiceType": "Studio", "port": null, - "endpoint": "https://ml.azure.com/runs/test_169739421253?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "endpoint": "https://ml.azure.com/runs/test_378704656044?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", "status": null, "errorMessage": null, "properties": null, @@ -854,7 +857,7 @@ "max_concurrency_per_instance": 1, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "pass_through.py", "program_arguments": "--job_output_path ${{outputs.job_output_path}}", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af" @@ -875,7 +878,7 @@ } }, "_source": "YAML.JOB", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/b022a59c-c397-49d6-bd55-84519b470b86", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/2f87570b-379a-4c53-b704-8dc2f6bc28ab", "retry_settings": { "timeout": 60, "max_retries": 2 @@ -903,14 +906,14 @@ "sourceJobId": null }, "systemData": { - "createdAt": "2022-11-09T07:47:40.9999921\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-11-17T03:45:44.8130125\u002B00:00", + "createdBy": "Zhengfei Wang", "createdByType": "User" } } } ], "Variables": { - "name": "test_169739421253" + "name": "test_378704656044" } } diff --git a/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[tabular_input_e2e.yml].json b/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[tabular_input_e2e.yml].json index 9541f6493774..5c8318f89b5d 100644 --- a/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[tabular_input_e2e.yml].json +++ b/sdk/ml/azure-ai-ml/tests/recordings/pipeline_job/e2etests/test_pipeline_job.pyTestPipelineJobtest_pipeline_job_with_parallel_job[tabular_input_e2e.yml].json @@ -1,49 +1,53 @@ { "Entries": [ { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-01-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster?api-version=2022-10-01-preview", "RequestMethod": "GET", "RequestHeaders": { "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2324", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:46 GMT", + "Date": "Thu, 17 Nov 2022 03:45:51 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-10120fcc6bf0028c2174ac5ebe82071e-eb317c1a289b6dd0-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-d4db43468efb87d62c2cfd91b73be419-778f0bf7c0ec4ba4-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "788eb532-055d-474b-91f6-9fc2c1e55056", - "x-ms-ratelimit-remaining-subscription-reads": "11927", + "x-ms-correlation-request-id": "7239e49a-7698-4929-a815-87e4355de994", + "x-ms-ratelimit-remaining-subscription-reads": "11981", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074746Z:788eb532-055d-474b-91f6-9fc2c1e55056", - "x-request-time": "0.046" + "x-ms-routing-request-id": "JAPANEAST:20221117T034551Z:7239e49a-7698-4929-a815-87e4355de994", + "x-request-time": "0.226" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/computes/cpu-cluster", "name": "cpu-cluster", "type": "Microsoft.MachineLearningServices/workspaces/computes", - "location": "eastus2", + "location": "centraluseuap", "tags": {}, "properties": { - "createdOn": "2022-10-10T07:44:03.2104968\u002B00:00", - "modifiedOn": "2022-11-08T03:58:27.2396848\u002B00:00", + "createdOn": "2022-09-22T09:02:22.1899959\u002B00:00", + "modifiedOn": "2022-09-23T03:28:18.0066218\u002B00:00", "disableLocalAuth": false, "description": null, "resourceId": null, "computeType": "AmlCompute", - "computeLocation": "eastus2", + "computeLocation": "centraluseuap", "provisioningState": "Succeeded", "provisioningErrors": null, "isAttachedCompute": false, @@ -52,40 +56,23 @@ "vmPriority": "Dedicated", "scaleSettings": { "maxNodeCount": 4, - "minNodeCount": 0, + "minNodeCount": 1, "nodeIdleTimeBeforeScaleDown": "PT2M" }, "subnet": null, - "currentNodeCount": 3, - "targetNodeCount": 3, + "currentNodeCount": 1, + "targetNodeCount": 2, "nodeStateCounts": { "preparingNodeCount": 0, - "runningNodeCount": 0, - "idleNodeCount": 2, + "runningNodeCount": 1, + "idleNodeCount": 0, "unusableNodeCount": 0, - "leavingNodeCount": 1, + "leavingNodeCount": 0, "preemptedNodeCount": 0 }, "allocationState": "Resizing", - "allocationStateTransitionTime": "2022-11-09T07:45:04.666\u002B00:00", - "errors": [ - { - "error": { - "code": "DiskFull", - "message": "ComputeNode.Id=tvmps_4208261d28aaa6fc6ec3fcd5c1eb8d6a3c19c7b4ccff7adf06f5ac9a558c8c95_d: There is not enough disk space on the node,ComputeNode.Id=tvmps_5c0b95df7def6d82bab1ad6dabc43dc180a222851d8680ac1d73375889e8c651_d: There is not enough disk space on the node", - "details": [ - { - "code": "Message", - "message": "The VM disk is full. Delete jobs, tasks, or files on the node to free up space and then reboot the node." - }, - { - "code": "Message", - "message": "The VM disk is full. Delete jobs, tasks, or files on the node to free up space and then reboot the node." - } - ] - } - } - ], + "allocationStateTransitionTime": "2022-11-17T03:43:30.759\u002B00:00", + "errors": null, "remoteLoginPortPublicAccess": "Enabled", "osType": "Linux", "virtualMachineImage": null, @@ -102,28 +89,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:48 GMT", + "Date": "Thu, 17 Nov 2022 03:45:53 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-8b08d367c2fb06efea732ff6f05a43cb-ca7fd6d5ae3aa1db-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-fc4c456b9ed0a423d25dae2049851184-797113596ac5c50d-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "d5945335-0efa-40bf-bce7-89ffb99ff318", - "x-ms-ratelimit-remaining-subscription-reads": "11926", + "x-ms-correlation-request-id": "c313e6b4-1c1d-4035-80d8-b3204a395ff3", + "x-ms-ratelimit-remaining-subscription-reads": "11980", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074748Z:d5945335-0efa-40bf-bce7-89ffb99ff318", - "x-request-time": "0.114" + "x-ms-routing-request-id": "JAPANEAST:20221117T034554Z:c313e6b4-1c1d-4035-80d8-b3204a395ff3", + "x-request-time": "0.108" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -138,17 +129,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -162,27 +153,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:49 GMT", + "Date": "Thu, 17 Nov 2022 03:45:54 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-d5beadd91e35539129948f52dfce7889-8a4aba56fae1e183-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-69ce56ab9bd740838300b13e3dd1076f-d0a175b79b5d9920-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "63d28017-a72a-4c5a-a83b-f8affe8a73e6", - "x-ms-ratelimit-remaining-subscription-writes": "1169", + "x-ms-correlation-request-id": "503cec91-809b-43aa-be1f-7e31d0de7267", + "x-ms-ratelimit-remaining-subscription-writes": "1195", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074749Z:63d28017-a72a-4c5a-a83b-f8affe8a73e6", - "x-request-time": "0.141" + "x-ms-routing-request-id": "JAPANEAST:20221117T034554Z:503cec91-809b-43aa-be1f-7e31d0de7267", + "x-request-time": "0.094" }, "ResponseBody": { "secretsType": "AccountKey", @@ -190,26 +183,26 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel/digit_identification.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel/digit_identification.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:47:49 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:54 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Accept-Ranges": "bytes", - "Content-Length": "1509", - "Content-MD5": "i5qF1WmDFyzP3R78E09tfA==", + "Content-Length": "1555", + "Content-MD5": "4WzoZGSMp9zEx3G4j/SVnA==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:47:49 GMT", - "ETag": "\u00220x8DAC16B41A5A2FE\u0022", - "Last-Modified": "Tue, 08 Nov 2022 09:26:03 GMT", + "Date": "Thu, 17 Nov 2022 03:45:54 GMT", + "ETag": "\u00220x8DA9D49D7EAA27E\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:56:10 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -218,10 +211,10 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 09:26:02 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:56:10 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "a6e88cc7-4766-4562-b51c-a3cfd4e81dee", + "x-ms-meta-name": "88bd524f-9c9e-4b52-9a39-a18be7c95512", "x-ms-meta-upload_status": "completed", "x-ms-meta-version": "1", "x-ms-server-encrypted": "true", @@ -230,20 +223,20 @@ "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/script_parallel/digit_identification.py", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/script_parallel/digit_identification.py", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:47:49 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:54 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:47:49 GMT", + "Date": "Thu, 17 Nov 2022 03:45:54 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -256,7 +249,7 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1?api-version=2022-05-01", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1?api-version=2022-05-01", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", @@ -264,7 +257,7 @@ "Connection": "keep-alive", "Content-Length": "304", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -274,31 +267,35 @@ }, "isAnonymous": true, "isArchived": false, - "codeUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel" } }, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "828", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:50 GMT", + "Date": "Thu, 17 Nov 2022 03:45:55 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-07e629432dfaa21be28f8d7aa8a1be7e-556dde3181937e3d-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-e50b46e788b27f34fcb2820d183ea301-ac9812e6fe4c909d-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "a6e464ff-4cce-4090-957d-5e161066d179", - "x-ms-ratelimit-remaining-subscription-writes": "1149", + "x-ms-correlation-request-id": "9e63c45e-445f-421e-8544-dc780b5eefa5", + "x-ms-ratelimit-remaining-subscription-writes": "1192", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074751Z:a6e464ff-4cce-4090-957d-5e161066d179", - "x-request-time": "0.079" + "x-ms-routing-request-id": "JAPANEAST:20221117T034556Z:9e63c45e-445f-421e-8544-dc780b5eefa5", + "x-request-time": "0.239" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "name": "1", "type": "Microsoft.MachineLearningServices/workspaces/codes/versions", "properties": { @@ -310,14 +307,14 @@ }, "isArchived": false, "isAnonymous": false, - "codeUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/script_parallel" + "codeUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/script_parallel" }, "systemData": { - "createdAt": "2022-11-08T09:26:04.7041852\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-09-23T09:56:12.0126883\u002B00:00", + "createdBy": "Ying Chen", "createdByType": "User", - "lastModifiedAt": "2022-11-09T07:47:50.8801154\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-11-17T03:45:55.8229091\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } } @@ -331,7 +328,7 @@ "Connection": "keep-alive", "Content-Length": "416", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -343,24 +340,24 @@ }, "StatusCode": 201, "ResponseHeaders": { - "Build-ID": "chm", + "Build-ID": "ca57", "Cache-Control": "no-cache", "Content-Length": "1351", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:51 GMT", + "Date": "Thu, 17 Nov 2022 03:45:56 GMT", "Expires": "-1", "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-5cc51e0b9d9d4faffc3d57618237a2e5-7a54442fbebf9320-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-6947ea07c5dc64035cd62e8d08934463-0b155bd14de34bce-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "b8732fd1-eccd-4db7-957b-30f6d945cb47", - "x-ms-ratelimit-remaining-subscription-writes": "1148", + "x-ms-correlation-request-id": "011df71d-5598-483a-ac32-e6b6f3a8f29b", + "x-ms-ratelimit-remaining-subscription-writes": "1191", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074752Z:b8732fd1-eccd-4db7-957b-30f6d945cb47", - "x-request-time": "0.329" + "x-ms-routing-request-id": "JAPANEAST:20221117T034556Z:011df71d-5598-483a-ac32-e6b6f3a8f29b", + "x-request-time": "0.247" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af", @@ -378,11 +375,11 @@ "osType": "Linux" }, "systemData": { - "createdAt": "2022-11-08T04:18:49.506634\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-09-23T09:56:46.9554352\u002B00:00", + "createdBy": "Ying Chen", "createdByType": "User", - "lastModifiedAt": "2022-11-08T04:18:49.506634\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-09-23T09:56:46.9554352\u002B00:00", + "lastModifiedBy": "Ying Chen", "lastModifiedByType": "User" } } @@ -396,7 +393,7 @@ "Connection": "keep-alive", "Content-Length": "1292", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -429,7 +426,7 @@ "logging_level": "DEBUG", "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "tabular_run_with_model.py", "append_row_to": "${{outputs.job_output_file}}", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af" @@ -449,26 +446,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "2342", + "Content-Length": "2348", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:53 GMT", + "Date": "Thu, 17 Nov 2022 03:45:58 GMT", "Expires": "-1", "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/000000000000000000000?api-version=2022-05-01", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-7d7ec4a13e929608c849cf32f0ef5b41-95f31356d67dcf66-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-1679daf9f46bfe80b989b7331bd64f7b-6292d3a472335fc7-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "a093c2dc-41b1-473b-84ea-3aecbd65cba2", - "x-ms-ratelimit-remaining-subscription-writes": "1147", + "x-ms-correlation-request-id": "cd4e68fe-7123-4f1d-81a6-0e79f990dab2", + "x-ms-ratelimit-remaining-subscription-writes": "1190", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074753Z:a093c2dc-41b1-473b-84ea-3aecbd65cba2", - "x-request-time": "0.346" + "x-ms-routing-request-id": "JAPANEAST:20221117T034558Z:cd4e68fe-7123-4f1d-81a6-0e79f990dab2", + "x-request-time": "1.380" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/5c9bff5c-dafd-496c-b1d7-de9a5b39cb85", - "name": "5c9bff5c-dafd-496c-b1d7-de9a5b39cb85", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/dfe545f7-497e-414a-83a5-c05f93b516a7", + "name": "dfe545f7-497e-414a-83a5-c05f93b516a7", "type": "Microsoft.MachineLearningServices/workspaces/components/versions", "properties": { "description": null, @@ -478,7 +475,7 @@ "isAnonymous": true, "componentSpec": { "name": "azureml_anonymous", - "version": "5c9bff5c-dafd-496c-b1d7-de9a5b39cb85", + "version": "dfe545f7-497e-414a-83a5-c05f93b516a7", "display_name": "hello_world_inline_parallel_tabular_job_1", "is_deterministic": "True", "type": "parallel", @@ -498,7 +495,7 @@ } }, "task": { - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af", "entry_script": "tabular_run_with_model.py", "type": "run_function", @@ -518,11 +515,11 @@ } }, "systemData": { - "createdAt": "2022-11-08T09:27:01.9228867\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-11-17T03:45:58.2031361\u002B00:00", + "createdBy": "Zhengfei Wang", "createdByType": "User", - "lastModifiedAt": "2022-11-08T09:27:02.1398557\u002B00:00", - "lastModifiedBy": "Honglin Du", + "lastModifiedAt": "2022-11-17T03:45:58.2031361\u002B00:00", + "lastModifiedBy": "Zhengfei Wang", "lastModifiedByType": "User" } } @@ -534,28 +531,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:47:58 GMT", + "Date": "Thu, 17 Nov 2022 03:45:58 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-9fd32e1777ccb363262c5c4917491361-db6079097152ab90-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-d482bbef088a96484e4c286b0a28cd9d-eb16a0caa4f5978e-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "7ad984e0-8e96-49f1-bc40-ef75720514b1", - "x-ms-ratelimit-remaining-subscription-reads": "11925", + "x-ms-correlation-request-id": "812a2a01-9132-41d3-ad62-445048d8a11a", + "x-ms-ratelimit-remaining-subscription-reads": "11979", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074758Z:7ad984e0-8e96-49f1-bc40-ef75720514b1", - "x-request-time": "0.111" + "x-ms-routing-request-id": "JAPANEAST:20221117T034559Z:812a2a01-9132-41d3-ad62-445048d8a11a", + "x-request-time": "0.088" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -570,17 +571,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -594,27 +595,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:48:07 GMT", + "Date": "Thu, 17 Nov 2022 03:45:59 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-68b1ebfde830a4b128f9ad1a7c83eaea-bb6c0f849be9f64d-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-7bbab4f430e9f3e912ecbbbe1b75656c-cb64c215f0e9a004-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "a3c50ef3-b81b-44d1-bb4c-765ef736fab2", - "x-ms-ratelimit-remaining-subscription-writes": "1168", + "x-ms-correlation-request-id": "82192e65-30c0-4376-94f3-3445ffdf246b", + "x-ms-ratelimit-remaining-subscription-writes": "1194", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074807Z:a3c50ef3-b81b-44d1-bb4c-765ef736fab2", - "x-request-time": "0.100" + "x-ms-routing-request-id": "JAPANEAST:20221117T034600Z:82192e65-30c0-4376-94f3-3445ffdf246b", + "x-request-time": "0.103" }, "ResponseBody": { "secretsType": "AccountKey", @@ -622,26 +625,26 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/neural-iris-mltable/MLTable", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/neural-iris-mltable/MLTable", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:48:07 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:45:59 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Accept-Ranges": "bytes", - "Content-Length": "145", - "Content-MD5": "rlGxMQGX0/J2YclXrj50HA==", + "Content-Length": "152", + "Content-MD5": "LPwZTVvE9cmq2xCV9B8RmQ==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:48:07 GMT", - "ETag": "\u00220x8DAC14060D8B368\u0022", - "Last-Modified": "Tue, 08 Nov 2022 04:19:07 GMT", + "Date": "Thu, 17 Nov 2022 03:45:59 GMT", + "ETag": "\u00220x8DA9D4A0B341E03\u0022", + "Last-Modified": "Fri, 23 Sep 2022 09:57:36 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -650,32 +653,32 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 04:19:03 GMT", + "x-ms-creation-time": "Fri, 23 Sep 2022 09:57:36 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "f90f62b7-7986-435d-9335-709c79b0a7a6", + "x-ms-meta-name": "b4ef3474-9bb7-4991-ba76-2c6587bb4557", "x-ms-meta-upload_status": "completed", - "x-ms-meta-version": "f1a426e2-5da6-4ce0-9596-c4aa82b336ef", + "x-ms-meta-version": "8589c596-dddd-4f5d-89f8-dead725c2efc", "x-ms-server-encrypted": "true", "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/neural-iris-mltable/MLTable", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/neural-iris-mltable/MLTable", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:48:08 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:46:00 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:48:08 GMT", + "Date": "Thu, 17 Nov 2022 03:46:00 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -694,28 +697,32 @@ "Accept": "application/json", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "1068", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:48:08 GMT", + "Date": "Thu, 17 Nov 2022 03:46:00 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-58e69a070c6f188453325b5a1a98bb38-8a039863a917d497-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-5e32439fa4a68d701f5753844e218f41-2eec394595700cf0-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "Vary": "Accept-Encoding", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": [ + "Accept-Encoding", + "Accept-Encoding" + ], + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "fae29d64-55cc-4cc0-91c1-d2c9e6e72bcb", - "x-ms-ratelimit-remaining-subscription-reads": "11924", + "x-ms-correlation-request-id": "20522b2d-7362-4240-8fd8-aef08c741c88", + "x-ms-ratelimit-remaining-subscription-reads": "11978", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074809Z:fae29d64-55cc-4cc0-91c1-d2c9e6e72bcb", - "x-request-time": "0.107" + "x-ms-routing-request-id": "JAPANEAST:20221117T034601Z:20522b2d-7362-4240-8fd8-aef08c741c88", + "x-request-time": "0.089" }, "ResponseBody": { "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/datastores/workspaceblobstore", @@ -730,17 +737,17 @@ "credentialsType": "AccountKey" }, "datastoreType": "AzureBlob", - "accountName": "sav3u7rijui4cza", - "containerName": "azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3", + "accountName": "sagvgsoim6nmhbq", + "containerName": "azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8", "endpoint": "core.windows.net", "protocol": "https", "serviceDataAccessAuthIdentity": "WorkspaceSystemAssignedIdentity" }, "systemData": { - "createdAt": "2022-10-10T07:43:07.7818269\u002B00:00", + "createdAt": "2022-09-22T09:02:03.2629568\u002B00:00", "createdBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "createdByType": "Application", - "lastModifiedAt": "2022-10-10T07:43:08.5293577\u002B00:00", + "lastModifiedAt": "2022-09-22T09:02:04.166989\u002B00:00", "lastModifiedBy": "779301c0-18b2-4cdc-801b-a0a3368fee0a", "lastModifiedByType": "Application" } @@ -754,27 +761,29 @@ "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", "Content-Length": "0", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "61", + "Content-Encoding": "gzip", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:48:11 GMT", + "Date": "Thu, 17 Nov 2022 03:46:01 GMT", "Expires": "-1", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-4d62e356c07b58d88249fd0bdcb14c54-7d0ecd9b21070b37-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-5433c67172da364aad6ef57b9bc1f329-a0eaae7fef634c96-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "Transfer-Encoding": "chunked", + "Vary": "Accept-Encoding", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "ed2e58c8-a927-4602-98fb-a45ab4cfc823", - "x-ms-ratelimit-remaining-subscription-writes": "1167", + "x-ms-correlation-request-id": "7cde34c6-b3bb-4464-ac0b-c9e8b4b1b38a", + "x-ms-ratelimit-remaining-subscription-writes": "1193", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074811Z:ed2e58c8-a927-4602-98fb-a45ab4cfc823", - "x-request-time": "0.096" + "x-ms-routing-request-id": "JAPANEAST:20221117T034602Z:7cde34c6-b3bb-4464-ac0b-c9e8b4b1b38a", + "x-request-time": "0.109" }, "ResponseBody": { "secretsType": "AccountKey", @@ -782,26 +791,26 @@ } }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/LocalUpload/00000000000000000000000000000000/model/iris_model/MLmodel", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/LocalUpload/00000000000000000000000000000000/model/iris_model/MLmodel", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:48:11 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:46:01 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 200, "ResponseHeaders": { "Accept-Ranges": "bytes", - "Content-Length": "287", - "Content-MD5": "70xFU4nvPmd68fVkqOtHNQ==", + "Content-Length": "298", + "Content-MD5": "HaKpUL6X1WimkPVJF2lHiQ==", "Content-Type": "application/octet-stream", - "Date": "Wed, 09 Nov 2022 07:48:11 GMT", - "ETag": "\u00220x8DAC1406518F008\u0022", - "Last-Modified": "Tue, 08 Nov 2022 04:19:14 GMT", + "Date": "Thu, 17 Nov 2022 03:46:01 GMT", + "ETag": "\u00220x8DAB57CA23BE6F9\u0022", + "Last-Modified": "Mon, 24 Oct 2022 05:00:12 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -810,32 +819,32 @@ "x-ms-access-tier": "Hot", "x-ms-access-tier-inferred": "true", "x-ms-blob-type": "BlockBlob", - "x-ms-creation-time": "Tue, 08 Nov 2022 04:19:10 GMT", + "x-ms-creation-time": "Mon, 24 Oct 2022 05:00:11 GMT", "x-ms-lease-state": "available", "x-ms-lease-status": "unlocked", - "x-ms-meta-name": "51e5cf22-250b-4f7d-9cbe-8e522c13bfe4", + "x-ms-meta-name": "862e882a-f22f-4056-9ca5-b27d9f49a0fc", "x-ms-meta-upload_status": "completed", - "x-ms-meta-version": "28d07ec8-fdd5-4ff1-a0f1-00d595583c59", + "x-ms-meta-version": "508dd8b0-9462-41ba-a60f-574833ab15ab", "x-ms-server-encrypted": "true", "x-ms-version": "2021-08-06" }, "ResponseBody": null }, { - "RequestUri": "https://sav3u7rijui4cza.blob.core.windows.net/azureml-blobstore-a6db4a2a-8424-44da-a5a8-d604852f4fc3/az-ml-artifacts/00000000000000000000000000000000/model/iris_model/MLmodel", + "RequestUri": "https://sagvgsoim6nmhbq.blob.core.windows.net/azureml-blobstore-e61cd5e2-512f-475e-9842-5e2a973993b8/az-ml-artifacts/00000000000000000000000000000000/model/iris_model/MLmodel", "RequestMethod": "HEAD", "RequestHeaders": { "Accept": "application/xml", "Accept-Encoding": "gzip, deflate", "Connection": "keep-alive", - "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)", - "x-ms-date": "Wed, 09 Nov 2022 07:48:11 GMT", + "User-Agent": "azsdk-python-storage-blob/12.13.1 Python/3.9.13 (Windows-10-10.0.22621-SP0)", + "x-ms-date": "Thu, 17 Nov 2022 03:46:02 GMT", "x-ms-version": "2021-08-06" }, "RequestBody": null, "StatusCode": 404, "ResponseHeaders": { - "Date": "Wed, 09 Nov 2022 07:48:11 GMT", + "Date": "Thu, 17 Nov 2022 03:46:02 GMT", "Server": [ "Windows-Azure-Blob/1.0", "Microsoft-HTTPAPI/2.0" @@ -848,7 +857,7 @@ "ResponseBody": null }, { - "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_721348296993?api-version=2022-10-01-preview", + "RequestUri": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_143602044649?api-version=2022-10-01-preview", "RequestMethod": "PUT", "RequestHeaders": { "Accept": "application/json", @@ -856,7 +865,7 @@ "Connection": "keep-alive", "Content-Length": "2387", "Content-Type": "application/json", - "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.8.13 (macOS-13.0-arm64-i386-64bit)" + "User-Agent": "azure-ai-ml/1.1.0 azsdk-python-mgmt-machinelearningservices/0.1.0 Python/3.9.13 (Windows-10-10.0.22621-SP0)" }, "RequestBody": { "properties": { @@ -866,7 +875,7 @@ "tag": "tagvalue", "owner": "sdkteam" }, - "displayName": "test_721348296993", + "displayName": "test_143602044649", "experimentName": "azure-ai-ml", "isArchived": false, "jobType": "Pipeline", @@ -889,7 +898,7 @@ "max_concurrency_per_instance": 2, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "tabular_run_with_model.py", "append_row_to": "${{outputs.job_output_file}}", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af" @@ -914,7 +923,7 @@ } }, "_source": "YAML.JOB", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/5c9bff5c-dafd-496c-b1d7-de9a5b39cb85", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/dfe545f7-497e-414a-83a5-c05f93b516a7", "retry_settings": { "timeout": 60, "max_retries": 2 @@ -937,26 +946,26 @@ "StatusCode": 201, "ResponseHeaders": { "Cache-Control": "no-cache", - "Content-Length": "4750", + "Content-Length": "4757", "Content-Type": "application/json; charset=utf-8", - "Date": "Wed, 09 Nov 2022 07:48:20 GMT", + "Date": "Thu, 17 Nov 2022 03:46:07 GMT", "Expires": "-1", - "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_721348296993?api-version=2022-10-01-preview", + "Location": "https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_143602044649?api-version=2022-10-01-preview", "Pragma": "no-cache", - "Request-Context": "appId=cid-v1:2d2e8e63-272e-4b3c-8598-4ee570a0e70d", - "Server-Timing": "traceparent;desc=\u002200-6c4b10d3c21bbbefa4f058a0324dc007-597b4ab86d03b283-00\u0022", + "Request-Context": "appId=cid-v1:512cc15a-13b5-415b-bfd0-dce7accb6bb1", + "Server-Timing": "traceparent;desc=\u002200-447dbd57e2829c1fb797f5d8c6327ccd-c45e777684854e6d-00\u0022", "Strict-Transport-Security": "max-age=31536000; includeSubDomains", - "x-aml-cluster": "vienna-eastus2-01", + "x-aml-cluster": "vienna-test-westus2-02", "X-Content-Type-Options": "nosniff", - "x-ms-correlation-request-id": "28161d02-0570-4be0-8ae6-d7473ff65f91", - "x-ms-ratelimit-remaining-subscription-writes": "1146", + "x-ms-correlation-request-id": "274f5e39-8caf-4622-bc6e-23f8a30d0086", + "x-ms-ratelimit-remaining-subscription-writes": "1189", "x-ms-response-type": "standard", - "x-ms-routing-request-id": "JAPANEAST:20221109T074820Z:28161d02-0570-4be0-8ae6-d7473ff65f91", - "x-request-time": "3.273" + "x-ms-routing-request-id": "JAPANEAST:20221117T034608Z:274f5e39-8caf-4622-bc6e-23f8a30d0086", + "x-request-time": "2.870" }, "ResponseBody": { - "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_721348296993", - "name": "test_721348296993", + "id": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/jobs/test_143602044649", + "name": "test_143602044649", "type": "Microsoft.MachineLearningServices/workspaces/jobs", "properties": { "description": "The hello world pipeline job with inline parallel job", @@ -975,14 +984,14 @@ "azureml.defaultDataStoreName": "workspaceblobstore", "azureml.pipelineComponent": "pipelinerun" }, - "displayName": "test_721348296993", + "displayName": "test_143602044649", "status": "Preparing", "experimentName": "azure-ai-ml", "services": { "Tracking": { "jobServiceType": "Tracking", "port": null, - "endpoint": "azureml://eastus2.api.azureml.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", + "endpoint": "azureml://master.api.azureml-test.ms/mlflow/v1.0/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000?", "status": null, "errorMessage": null, "properties": null, @@ -991,7 +1000,7 @@ "Studio": { "jobServiceType": "Studio", "port": null, - "endpoint": "https://ml.azure.com/runs/test_721348296993?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", + "endpoint": "https://ml.azure.com/runs/test_143602044649?wsid=/subscriptions/00000000-0000-0000-0000-000000000/resourcegroups/00000/workspaces/00000", "status": null, "errorMessage": null, "properties": null, @@ -1013,7 +1022,7 @@ "max_concurrency_per_instance": 2, "task": { "type": "run_function", - "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/a6e88cc7-4766-4562-b51c-a3cfd4e81dee/versions/1", + "code": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/codes/88bd524f-9c9e-4b52-9a39-a18be7c95512/versions/1", "entry_script": "tabular_run_with_model.py", "append_row_to": "${{outputs.job_output_file}}", "environment": "azureml:/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/environments/CliV2AnonymousEnvironment/versions/6fe7be4cbb153a3107ff961211b4a9af" @@ -1038,7 +1047,7 @@ } }, "_source": "YAML.JOB", - "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/5c9bff5c-dafd-496c-b1d7-de9a5b39cb85", + "componentId": "/subscriptions/00000000-0000-0000-0000-000000000/resourceGroups/00000/providers/Microsoft.MachineLearningServices/workspaces/00000/components/azureml_anonymous/versions/dfe545f7-497e-414a-83a5-c05f93b516a7", "retry_settings": { "timeout": 60, "max_retries": 2 @@ -1072,14 +1081,14 @@ "sourceJobId": null }, "systemData": { - "createdAt": "2022-11-09T07:48:20.4876119\u002B00:00", - "createdBy": "Honglin Du", + "createdAt": "2022-11-17T03:46:07.4310327\u002B00:00", + "createdBy": "Zhengfei Wang", "createdByType": "User" } } } ], "Variables": { - "name": "test_721348296993" + "name": "test_143602044649" } }