From 8dd829ab787c94516d57940d91086711bd22fb5e Mon Sep 17 00:00:00 2001 From: Robben Wang <350053002@qq.com> Date: Wed, 27 Sep 2023 16:38:31 +0800 Subject: [PATCH 01/26] Refine docstring's format in flow_executor.py (#640) # Description Refine docstring's format in flow_executor.py ![image](https://github.com/microsoft/promptflow/assets/17527303/571ec62d-ca56-4a7e-b3e6-c538166f043d) # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. Co-authored-by: Robben Wang --- src/promptflow/promptflow/executor/flow_executor.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/promptflow/promptflow/executor/flow_executor.py b/src/promptflow/promptflow/executor/flow_executor.py index 22a65de1019..a029272cf67 100644 --- a/src/promptflow/promptflow/executor/flow_executor.py +++ b/src/promptflow/promptflow/executor/flow_executor.py @@ -748,10 +748,7 @@ def exec_bulk( self._node_concurrency = node_concurrency # Apply default value in early stage, so we can use it both in line execution and aggregation nodes execution. - inputs = [ - FlowExecutor._process_input_values(self._flow.inputs, each_line_input) - for each_line_input in inputs - ] + inputs = [FlowExecutor._process_input_values(self._flow.inputs, each_line_input) for each_line_input in inputs] run_id = run_id or str(uuid.uuid4()) with self._run_tracker.node_log_manager: OperationContext.get_instance().run_mode = RunMode.Batch.name @@ -1197,9 +1194,12 @@ def enable_streaming_for_llm_flow(self, stream_required: Callable[[], bool]): If the stream_required callback returns True, the LLM node will return a generator of strings. Otherwise, the LLM node will return a string. - :param stream_required: A callback that takes no arguments and returns a boolean value indicating whether + + :param stream_required: A callback that takes no arguments and returns a boolean value indicating whether \ streaming results should be enabled for the LLM node. :type stream_required: Callable[[], bool] + + :return: None """ for node in self._flow.nodes: if ( From 06230c4469fc634bc4a27128e0a8551d0563d21c Mon Sep 17 00:00:00 2001 From: Han Wang Date: Wed, 27 Sep 2023 18:04:03 +0800 Subject: [PATCH 02/26] [SDK] Support VNet workspace discovery URL (#645) # Description Please add an informative description that covers that changes made by the pull request and link all relevant issues. # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- .../promptflow/azure/_restclient/flow_service_caller.py | 3 ++- .../sdk_cli_azure_test/e2etests/test_run_operations.py | 8 ++++++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/src/promptflow/promptflow/azure/_restclient/flow_service_caller.py b/src/promptflow/promptflow/azure/_restclient/flow_service_caller.py index 1893c538f22..4f11ec2d44d 100644 --- a/src/promptflow/promptflow/azure/_restclient/flow_service_caller.py +++ b/src/promptflow/promptflow/azure/_restclient/flow_service_caller.py @@ -99,7 +99,8 @@ def __init__(self, workspace, credential, base_url=None, region=None, **kwargs): # self._service_context = workspace.service_context if base_url is None: - base_url = workspace.discovery_url.replace("discovery", "") + # handle vnet scenario, it's discovery url will have workspace id after discovery + base_url = workspace.discovery_url.split("discovery")[0] # for dev test, change base url with environment variable base_url = os.environ.get(self.FLOW_CLUSTER_ADDRESS, default=base_url) diff --git a/src/promptflow/tests/sdk_cli_azure_test/e2etests/test_run_operations.py b/src/promptflow/tests/sdk_cli_azure_test/e2etests/test_run_operations.py index 7a197ad6581..1ddda96d4c1 100644 --- a/src/promptflow/tests/sdk_cli_azure_test/e2etests/test_run_operations.py +++ b/src/promptflow/tests/sdk_cli_azure_test/e2etests/test_run_operations.py @@ -671,3 +671,11 @@ def test_get_detail_against_partial_fail_run(self, remote_client, pf, runtime) - pf.runs.stream(run=run.name) detail = remote_client.get_details(run=run.name) assert len(detail) == 3 + + def test_vnext_workspace_base_url(self, pf): + from promptflow.azure._restclient.service_caller_factory import _FlowServiceCallerFactory + + mock_workspace = MagicMock() + mock_workspace.discovery_url = "https://promptflow.azure-api.net/discovery/workspaces/fake_workspace_id" + service_caller = _FlowServiceCallerFactory.get_instance(workspace=mock_workspace, credential=MagicMock()) + assert service_caller.caller._client._base_url == "https://promptflow.azure-api.net/" From 34ba0afe70899ef0376bc432041d4437ea633767 Mon Sep 17 00:00:00 2001 From: Heyi Tang Date: Wed, 27 Sep 2023 19:00:05 +0800 Subject: [PATCH 03/26] [Executor][Image] Enable gen meta for image type (#643) # Description Enable gen meta for image type by adding the image annotation parsing logic. # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [x] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. Co-authored-by: Heyi Tang --- src/promptflow/promptflow/contracts/tool.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/promptflow/promptflow/contracts/tool.py b/src/promptflow/promptflow/contracts/tool.py index bdbbd4b42e8..e436cf99606 100644 --- a/src/promptflow/promptflow/contracts/tool.py +++ b/src/promptflow/promptflow/contracts/tool.py @@ -10,6 +10,7 @@ from promptflow._constants import CONNECTION_NAME_PROPERTY from .types import PromptTemplate, Secret +from .multimedia import Image T = TypeVar("T", bound="Enum") @@ -86,6 +87,8 @@ def from_type(t: type) -> "ValueType": return ValueType.SECRET if t == PromptTemplate: return ValueType.PROMPT_TEMPLATE + if t == Image: + return ValueType.IMAGE return ValueType.OBJECT def parse(self, v: Any) -> Any: # noqa: C901 From 5ce282f43020c832629cd5d9bb1338fa16435110 Mon Sep 17 00:00:00 2001 From: chenslucky <75061414+chenslucky@users.noreply.github.com> Date: Wed, 27 Sep 2023 19:09:11 +0800 Subject: [PATCH 04/26] Add error handling for is_custom_strong_type function (#649) # Description Error message: ![image](https://github.com/microsoft/promptflow/assets/75061414/31c19d8b-be0b-472e-afca-631b30ed3e9a) Test result: ![image](https://github.com/microsoft/promptflow/assets/75061414/e127ddda-6639-40f2-a6d0-df68b352d7d8) # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --------- Co-authored-by: cs_lucky --- src/promptflow/promptflow/contracts/tool.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/src/promptflow/promptflow/contracts/tool.py b/src/promptflow/promptflow/contracts/tool.py index e436cf99606..b8cba43c193 100644 --- a/src/promptflow/promptflow/contracts/tool.py +++ b/src/promptflow/promptflow/contracts/tool.py @@ -182,10 +182,13 @@ def is_connection_value(val: Any) -> bool: @staticmethod def is_custom_strong_type(val): """Check if the given value is a custom strong type connection.""" - from promptflow._sdk.entities import CustomStrongTypeConnection - return issubclass(val, CustomStrongTypeConnection) + # TODO: replace the hotfix "try-except" with a more graceful solution." + try: + return issubclass(val, CustomStrongTypeConnection) + except Exception: + return False @staticmethod def serialize_conn(connection: Any) -> dict: From 8dd3af8af208b80c3110a42bd6c0e90a6601b486 Mon Sep 17 00:00:00 2001 From: chjinche <49483542+chjinche@users.noreply.github.com> Date: Wed, 27 Sep 2023 19:18:19 +0800 Subject: [PATCH 05/26] modify tool test workflow (#650) # Description modify tool tests workflow to unblock forked repo PRs. # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- .github/workflows/tools_tests.yml | 26 +++++++------------------- 1 file changed, 7 insertions(+), 19 deletions(-) diff --git a/.github/workflows/tools_tests.yml b/.github/workflows/tools_tests.yml index 139f4f0a38e..b7116b5a5a3 100644 --- a/.github/workflows/tools_tests.yml +++ b/.github/workflows/tools_tests.yml @@ -1,8 +1,10 @@ name: tools_tests on: - # Triggers the workflow pull request events but only for the main branch - pull_request: - branches: [ main ] + pull_request_target: + paths: + - src/promptflow-tools/** + - '**tools_tests.yml' + workflow_dispatch: jobs: run_tool_ci_job: # The type of runner that the job will run on @@ -16,32 +18,18 @@ jobs: # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it - name: Checkout repository uses: actions/checkout@v3 - - - name: Check for changes - id: check_changes - run: | - git fetch origin ${{ github.base_ref }} # Fetch the base branch - CHANGED=$(git diff --name-only FETCH_HEAD..HEAD -- 'src/promptflow-tools/') - if [ -n "$CHANGED" ]; then - echo "Changes detected in src/promptflow-tools/" - echo "run_tests=true" >> $GITHUB_OUTPUT - else - echo "No changes detected in src/promptflow-tools/" - echo "run_tests=false" >> $GITHUB_OUTPUT - fi + with: + ref: ${{ github.event.pull_request.head.sha || github.ref }} - name: Setup - if: steps.check_changes.outputs.run_tests == 'true' run: | python -m pip install --upgrade pip pip install promptflow pip install pytest pytest_mock pip install azure-identity azure-keyvault-secrets - name: Generate configs - if: steps.check_changes.outputs.run_tests == 'true' run: | python ./scripts/tool/generate_connection_config.py --tenant_id ${{ secrets.TENANT_ID }} --client_id ${{ secrets.CLIENT_ID }} --client_secret ${{ secrets.CLIENT_SECRET }} - name: Run tests - if: steps.check_changes.outputs.run_tests == 'true' run: | pytest ./src/promptflow-tools/tests \ No newline at end of file From 93c47112d580aab7f6261a0e2a7cc1285ed656ef Mon Sep 17 00:00:00 2001 From: chjinche <49483542+chjinche@users.noreply.github.com> Date: Wed, 27 Sep 2023 20:41:44 +0800 Subject: [PATCH 06/26] fix serp api tests (#653) # Description fix serp api tests. Verified at local. ![image](https://github.com/microsoft/promptflow/assets/49483542/b1e939ed-83b6-443f-892d-860a2cd690f6) # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. --- .github/workflows/tools_tests.yml | 2 +- src/promptflow-tools/tests/test_aoai.py | 2 +- src/promptflow-tools/tests/test_serpapi.py | 10 +++++----- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.github/workflows/tools_tests.yml b/.github/workflows/tools_tests.yml index b7116b5a5a3..b68bec69826 100644 --- a/.github/workflows/tools_tests.yml +++ b/.github/workflows/tools_tests.yml @@ -23,9 +23,9 @@ jobs: - name: Setup run: | python -m pip install --upgrade pip - pip install promptflow pip install pytest pytest_mock pip install azure-identity azure-keyvault-secrets + pip install -r ./src/promptflow-tools/requirements.txt - name: Generate configs run: | python ./scripts/tool/generate_connection_config.py --tenant_id ${{ secrets.TENANT_ID }} --client_id ${{ secrets.CLIENT_ID }} --client_secret ${{ secrets.CLIENT_SECRET }} diff --git a/src/promptflow-tools/tests/test_aoai.py b/src/promptflow-tools/tests/test_aoai.py index 0fa4fa9ab4d..32d1088b0d6 100644 --- a/src/promptflow-tools/tests/test_aoai.py +++ b/src/promptflow-tools/tests/test_aoai.py @@ -93,7 +93,7 @@ def test_aoai_stream_chat(self, aoai_provider, example_prompt_template, chat_his answer += next(result) except Exception: break - assert "additional details you can include" in answer.lower() + assert "additional details" in answer.lower() @pytest.mark.parametrize( "params, expected", diff --git a/src/promptflow-tools/tests/test_serpapi.py b/src/promptflow-tools/tests/test_serpapi.py index 0174e6d2d44..3ebd2a8563c 100644 --- a/src/promptflow-tools/tests/test_serpapi.py +++ b/src/promptflow-tools/tests/test_serpapi.py @@ -25,21 +25,21 @@ def test_engine(self, serp_connection): assert int(result_dict["search_parameters"]["count"]) == num assert result_dict["search_parameters"]["safe_search"].lower() == "strict" - def test_invalid_api_key(self, serpapi_connection): - serpapi_connection.api_key = "hello" + def test_invalid_api_key(self, serp_connection): + serp_connection.api_key = "hello" query = "cute cats" num = 2 engine = Engine.GOOGLE.value error_msg = "Invalid API key. Your API key should be here: https://serpapi.com/manage-api-key" with pytest.raises(UserErrorException) as exc_info: - search(connection=serpapi_connection, query=query, num=num, engine=engine) + search(connection=serp_connection, query=query, num=num, engine=engine) assert error_msg == exc_info.value.args[0] @pytest.mark.parametrize("engine", [Engine.GOOGLE.value, Engine.BING.value]) - def test_invalid_query(self, serpapi_connection, engine): + def test_invalid_query(self, serp_connection, engine): query = "" num = 2 error_msg = "Missing query `q` parameter." with pytest.raises(UserErrorException) as exc_info: - search(connection=serpapi_connection, query=query, num=num, engine=engine) + search(connection=serp_connection, query=query, num=num, engine=engine) assert error_msg == exc_info.value.args[0] From 378e8b847b37464c7cf9c0eae817d6163f3e4006 Mon Sep 17 00:00:00 2001 From: Philip Gao Date: Thu, 28 Sep 2023 11:30:48 +0800 Subject: [PATCH 07/26] Fix testing matrix to remove python 3 12 (#647) # Description 3.12 is too pre-release, some tools like pytest-mock doesn't support pre-release version of python. # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [x] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [x] Pull request includes test coverage for the included changes. --- .github/workflows/promptflow-release-testing-matrix.yml | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/.github/workflows/promptflow-release-testing-matrix.yml b/.github/workflows/promptflow-release-testing-matrix.yml index c8b50214d3e..d2c88f5ffb4 100644 --- a/.github/workflows/promptflow-release-testing-matrix.yml +++ b/.github/workflows/promptflow-release-testing-matrix.yml @@ -30,7 +30,7 @@ jobs: matrix: os: [ubuntu-latest, macos-latest, windows-latest] testType: [sdk-cli, executor] - pythonVersion: ['3.8', '3.9', '3.10', '3.11', '3.12'] + pythonVersion: ['3.8', '3.9', '3.10', '3.11'] runs-on: ${{ matrix.os }} steps: - name: checkout @@ -39,8 +39,8 @@ jobs: run: env | sort >> $GITHUB_OUTPUT shell: bash -el {0} - - name: Conda Setup - ${{ matrix.os }} - Python Version ${{ matrix.pythonVersion }} - uses: "./.github/actions/step_create_conda_environment" + - name: Python Env Setup - ${{ matrix.os }} - Python Version ${{ matrix.pythonVersion }} + uses: "./.github/actions/step_create_python_environment" with: pythonVersion: ${{ matrix.pythonVersion }} - name: Build wheel @@ -66,7 +66,6 @@ jobs: run: | gci env:* | sort-object name az account show - conda activate release-env python "../../scripts/building/run_coverage_tests.py" ` -p promptflow ` -t ${{ github.workspace }}/src/promptflow/tests/sdk_cli_azure_test ${{ github.workspace }}/src/promptflow/tests/sdk_cli_test ` @@ -81,7 +80,6 @@ jobs: run: | gci env:* | sort-object name az account show - conda activate release-env pip install langchain python scripts/building/run_coverage_tests.py ` -p ${{ github.workspace }}/src/promptflow/promptflow ` From 0dcea10ded53995342433a957a45578db62cb29b Mon Sep 17 00:00:00 2001 From: chjinche <49483542+chjinche@users.noreply.github.com> Date: Thu, 28 Sep 2023 13:35:23 +0800 Subject: [PATCH 08/26] pin pf version in tools tests (#658) # Description pin pf version in tools tests # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [x] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- src/promptflow-tools/requirements.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/promptflow-tools/requirements.txt b/src/promptflow-tools/requirements.txt index 32be5caf2a2..687de74549b 100644 --- a/src/promptflow-tools/requirements.txt +++ b/src/promptflow-tools/requirements.txt @@ -1,2 +1,3 @@ google-search-results==2.4.1 -promptflow +# TODO: remove version pinning. This is a temporary workaround for a bug in the latest version of promptflow +promptflow==0.1.0b6 From 429bc3be160473d9dda365e0662b4da1dce94939 Mon Sep 17 00:00:00 2001 From: Honglin <0mza987@gmail.com> Date: Thu, 28 Sep 2023 16:51:28 +0800 Subject: [PATCH 09/26] [Release] Release/promptflow/0.1.0b7.post1 (#659) # Description Please add an informative description that covers that changes made by the pull request and link all relevant issues. # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --------- Co-authored-by: Han Wang Co-authored-by: Han Wang Co-authored-by: promptflow release --- examples/flows/standard/basic/README.md | 6 +++--- src/promptflow/CHANGELOG.md | 7 ++++++- src/promptflow/promptflow/_cli/_params.py | 3 ++- src/promptflow/promptflow/_cli/_pf_azure/_run.py | 1 + src/promptflow/promptflow/_version.py | 2 +- src/promptflow/setup.py | 1 + 6 files changed, 14 insertions(+), 6 deletions(-) diff --git a/examples/flows/standard/basic/README.md b/examples/flows/standard/basic/README.md index 18faf182ecf..8642d513ad7 100644 --- a/examples/flows/standard/basic/README.md +++ b/examples/flows/standard/basic/README.md @@ -51,7 +51,7 @@ pf run create --flow . --data ./data.jsonl --stream pf run list # get a sample run name -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_default")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') # show specific run detail pf run show --name $name @@ -92,7 +92,7 @@ pf run create --flow . --data ./data.jsonl --stream --environment-variables AZUR pf run create --file run.yml --stream # show outputs -name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_default")) | .name'| head -n 1 | tr -d '"') +name=$(pf run list -r 10 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') pf run show-details --name $name ``` @@ -118,7 +118,7 @@ pfazure run create --file run.yml --stream --runtime demo-mir pfazure run list -r 3 # get a sample run name -name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_default")) | .name'| head -n 1 | tr -d '"') +name=$(pfazure run list -r 100 | jq '.[] | select(.name | contains("basic_variant_0")) | .name'| head -n 1 | tr -d '"') # show specific run detail pfazure run show --name $name diff --git a/src/promptflow/CHANGELOG.md b/src/promptflow/CHANGELOG.md index be2a5a932fb..149470e0c43 100644 --- a/src/promptflow/CHANGELOG.md +++ b/src/promptflow/CHANGELOG.md @@ -1,6 +1,11 @@ # Release History -## 0.1.0b7 (Upcoming) +## 0.1.0b7.post1 (2023.09.28) + +### Bug Fixed +- Fix extra dependency bug when importing `promptflow` without `azure-ai-ml` installed. + +## 0.1.0b7 (2023.09.27) ### Features Added diff --git a/src/promptflow/promptflow/_cli/_params.py b/src/promptflow/promptflow/_cli/_params.py index 4611cb4c9a4..cae388285b2 100644 --- a/src/promptflow/promptflow/_cli/_params.py +++ b/src/promptflow/promptflow/_cli/_params.py @@ -4,7 +4,8 @@ import argparse -from azure.ai.ml.constants._common import MAX_LIST_CLI_RESULTS +# TODO: avoid azure dependency here +MAX_LIST_CLI_RESULTS = 50 class AppendToDictAction(argparse._AppendAction): # pylint: disable=protected-access diff --git a/src/promptflow/promptflow/_cli/_pf_azure/_run.py b/src/promptflow/promptflow/_cli/_pf_azure/_run.py index 68473144ef6..a3e1720a5fc 100644 --- a/src/promptflow/promptflow/_cli/_pf_azure/_run.py +++ b/src/promptflow/promptflow/_cli/_pf_azure/_run.py @@ -465,6 +465,7 @@ def show_run_details( """Show a run details from cloud.""" pf = _get_azure_pf_client(subscription_id, resource_group, workspace_name, debug=debug) details = pf.runs.get_details(run=flow_run_id, max_results=max_results, all_results=all_results) + details.fillna(value="(Failed)", inplace=True) # replace nan with explicit prompt pretty_print_dataframe_as_table(details) diff --git a/src/promptflow/promptflow/_version.py b/src/promptflow/promptflow/_version.py index 68ee238ac5d..a9b98c3b556 100644 --- a/src/promptflow/promptflow/_version.py +++ b/src/promptflow/promptflow/_version.py @@ -2,4 +2,4 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # --------------------------------------------------------- -VERSION = "0.0.1" +VERSION = "0.1.0b7.post1" diff --git a/src/promptflow/setup.py b/src/promptflow/setup.py index de530eae473..11a86b99e62 100644 --- a/src/promptflow/setup.py +++ b/src/promptflow/setup.py @@ -44,6 +44,7 @@ "tiktoken>=0.4.0", "strictyaml>=1.5.0,<2.0.0", # used to identify exact location of validation error "waitress>=2.1.2,<3.0.0", # used to serve local service + "opencensus-ext-azure<2.0.0", # configure opencensus to send telemetry to azure monitor ] setup( From 683f17db0dbff3ed63990ec158a2ed3b93d2736c Mon Sep 17 00:00:00 2001 From: Robben Wang <350053002@qq.com> Date: Thu, 28 Sep 2023 17:25:14 +0800 Subject: [PATCH 10/26] Make error message format more robust. (#642) # Description If we set parameter does not align with `message_format`, show to customer. For now, we will throw KeyError, which is one bad experience for customer. For example: ``` ex = PromptflowException( message_format="Test exception message with parameters: {param}, {param1}.", param="test_param", ) ``` Will raise KeyError for ex.message, since we don't have `param1`. After this PR, ex.message = "Test exception message with parameters: test_param, ." # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. --------- Co-authored-by: Robben Wang --- src/promptflow/promptflow/exceptions.py | 12 ++++++++++-- .../executor/unittests/executor/test_exceptions.py | 14 ++++++++++++++ 2 files changed, 24 insertions(+), 2 deletions(-) create mode 100644 src/promptflow/tests/executor/unittests/executor/test_exceptions.py diff --git a/src/promptflow/promptflow/exceptions.py b/src/promptflow/promptflow/exceptions.py index ea8a5ef147e..8b7084ac8d8 100644 --- a/src/promptflow/promptflow/exceptions.py +++ b/src/promptflow/promptflow/exceptions.py @@ -75,8 +75,16 @@ def message_parameters(self): if not self._kwargs: return {} - arguments = self.get_arguments_from_message_format(self.message_format) - return {k: v for k, v in self._kwargs.items() if k in arguments} + required_arguments = self.get_arguments_from_message_format(self.message_format) + parameters = {} + for argument in required_arguments: + if argument not in self._kwargs: + # Set a default value for the missing argument to avoid KeyError. + # For long term solution, use CI to guarantee the message_format and message_parameters are in sync. + parameters[argument] = f"<{argument}>" + else: + parameters[argument] = self._kwargs[argument] + return parameters @cached_property def serializable_message_parameters(self): diff --git a/src/promptflow/tests/executor/unittests/executor/test_exceptions.py b/src/promptflow/tests/executor/unittests/executor/test_exceptions.py new file mode 100644 index 00000000000..19b1f6984e8 --- /dev/null +++ b/src/promptflow/tests/executor/unittests/executor/test_exceptions.py @@ -0,0 +1,14 @@ +import pytest + +from promptflow.exceptions import PromptflowException + + +@pytest.mark.unittest +class TestExceptions: + def test_exception_message(self): + ex = PromptflowException( + message_format="Test exception message with parameters: {param}, {param1}.", + param="test_param", + ) + + assert ex.message == "Test exception message with parameters: test_param, ." From 82058ff1e348447c38cdbada19eb35ad2397acc7 Mon Sep 17 00:00:00 2001 From: Honglin <0mza987@gmail.com> Date: Thu, 28 Sep 2023 17:42:38 +0800 Subject: [PATCH 11/26] [Fix] Recover main branch sdk version to 0.0.1 (#663) # Description Please add an informative description that covers that changes made by the pull request and link all relevant issues. # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- src/promptflow/promptflow/_version.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/promptflow/promptflow/_version.py b/src/promptflow/promptflow/_version.py index a9b98c3b556..68ee238ac5d 100644 --- a/src/promptflow/promptflow/_version.py +++ b/src/promptflow/promptflow/_version.py @@ -2,4 +2,4 @@ # Copyright (c) Microsoft Corporation. All rights reserved. # --------------------------------------------------------- -VERSION = "0.1.0b7.post1" +VERSION = "0.0.1" From 65f8537e5e0a6d6a54b30c3dba5fe85ffcf50e94 Mon Sep 17 00:00:00 2001 From: liuyuhang13 <20365062+liuyuhang13@users.noreply.github.com> Date: Thu, 28 Sep 2023 18:37:28 +0800 Subject: [PATCH 12/26] Update sdk to support file_path type (#621) # Description Update SDK, support file_path when generate tools meta. # Test Test result with private sdk in build 20230925.4_105908422: ![image](https://github.com/microsoft/promptflow/assets/20365062/23483ec9-ec65-46ae-8aa2-ac55d2b83b67) ![image](https://github.com/microsoft/promptflow/assets/20365062/6928fd27-7c3d-4a1a-8a31-7f096ab9eaea) ![image](https://github.com/microsoft/promptflow/assets/20365062/023ac53c-a4e2-4fca-bd0f-d8c8132aed4d) ![image](https://github.com/microsoft/promptflow/assets/20365062/5b7aaeff-1ecc-4379-b9b5-08ef2bd3f6c9) # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. Co-authored-by: Yuhang Liu Co-authored-by: Dawei Cai Co-authored-by: chjinche <49483542+chjinche@users.noreply.github.com> --- src/promptflow/promptflow/contracts/tool.py | 7 ++++++- src/promptflow/promptflow/contracts/types.py | 6 ++++++ 2 files changed, 12 insertions(+), 1 deletion(-) diff --git a/src/promptflow/promptflow/contracts/tool.py b/src/promptflow/promptflow/contracts/tool.py index b8cba43c193..8ac80e5669b 100644 --- a/src/promptflow/promptflow/contracts/tool.py +++ b/src/promptflow/promptflow/contracts/tool.py @@ -9,7 +9,7 @@ from promptflow._constants import CONNECTION_NAME_PROPERTY -from .types import PromptTemplate, Secret +from .types import FilePath, PromptTemplate, Secret from .multimedia import Image T = TypeVar("T", bound="Enum") @@ -35,6 +35,7 @@ class ValueType(str, Enum): PROMPT_TEMPLATE = "prompt_template" LIST = "list" OBJECT = "object" + FILE_PATH = "file_path" IMAGE = "image" @staticmethod @@ -61,6 +62,8 @@ def from_value(t: Any) -> "ValueType": return ValueType.STRING if isinstance(t, list): return ValueType.LIST + if isinstance(t, FilePath): + return ValueType.FILE_PATH return ValueType.OBJECT @staticmethod @@ -87,6 +90,8 @@ def from_type(t: type) -> "ValueType": return ValueType.SECRET if t == PromptTemplate: return ValueType.PROMPT_TEMPLATE + if t == FilePath: + return ValueType.FILE_PATH if t == Image: return ValueType.IMAGE return ValueType.OBJECT diff --git a/src/promptflow/promptflow/contracts/types.py b/src/promptflow/promptflow/contracts/types.py index 28942d04d4e..ecf651c6870 100644 --- a/src/promptflow/promptflow/contracts/types.py +++ b/src/promptflow/promptflow/contracts/types.py @@ -19,3 +19,9 @@ class PromptTemplate(str): """This class is used to hint a parameter is a prompt template.""" pass + + +class FilePath(str): + """This class is used to hint a parameter is a file path.""" + + pass From 037f627e93c53020acc7023574039a8dcb890e1a Mon Sep 17 00:00:00 2001 From: jiazengcindy <95729303+jiazengcindy@users.noreply.github.com> Date: Thu, 28 Sep 2023 18:44:27 +0800 Subject: [PATCH 13/26] [custom tool] Provide guidance for configuring tool icon (#616) # Description Provide guidance for configuring tool icon. # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- .cspell.json | 3 +- docs/README.md | 2 +- docs/concepts/concept-tools.md | 2 +- .../develop-a-tool/add-a-tool-icon.md | 58 ++++++++++++++++ .../create-and-use-tool-package.md} | 6 +- docs/how-to-guides/develop-a-tool/index.md | 10 +++ docs/how-to-guides/index.md | 2 +- .../custom-tool-with-icon-in-extension.png | Bin 0 -> 77486 bytes .../icons/custom-tool-icon.png | Bin 0 -> 692 bytes scripts/tool/convert_image_to_data_url.py | 64 ++++++++++++++++++ src/promptflow-tools/README.md | 2 +- 11 files changed, 141 insertions(+), 8 deletions(-) create mode 100644 docs/how-to-guides/develop-a-tool/add-a-tool-icon.md rename docs/how-to-guides/{how-to-create-and-use-your-own-tool-package.md => develop-a-tool/create-and-use-tool-package.md} (98%) create mode 100644 docs/how-to-guides/develop-a-tool/index.md create mode 100644 docs/media/contributing/custom-tool-with-icon-in-extension.png create mode 100644 examples/tools/tool-package-quickstart/my_tool_package/icons/custom-tool-icon.png create mode 100644 scripts/tool/convert_image_to_data_url.py diff --git a/.cspell.json b/.cspell.json index f885efb1ffb..dace721b1c5 100644 --- a/.cspell.json +++ b/.cspell.json @@ -126,7 +126,8 @@ "tcsetattr", "pysqlite", "AADSTS700082", - "levelno" + "levelno", + "LANCZOS" ], "allowCompoundWords": true } diff --git a/docs/README.md b/docs/README.md index cc5cc1dcd23..a31ace9a786 100644 --- a/docs/README.md +++ b/docs/README.md @@ -10,7 +10,7 @@ Below is a table of important doc pages. |----------------|----------------| |Quick start|[Get started with prompt flow](./how-to-guides/quick-start.md)| |Concepts|[Flows](./concepts/concept-flows.md)
[Tools](./concepts/concept-tools.md)
[Connections](./concepts/concept-connections.md)
[Variants](./concepts/concept-variants.md)
| -|How-to guides|[How to initialize and test a flow](./how-to-guides/init-and-test-a-flow.md)
[How to run and evaluate a flow](./how-to-guides/run-and-evaluate-a-flow.md)
[How to tune prompts using variants](./how-to-guides/tune-prompts-with-variants.md)
[How to deploy a flow](./how-to-guides/deploy-a-flow/index.md)
[How to create and use your own tool package](./how-to-guides/how-to-create-and-use-your-own-tool-package.md)| +|How-to guides|[How to initialize and test a flow](./how-to-guides/init-and-test-a-flow.md)
[How to run and evaluate a flow](./how-to-guides/run-and-evaluate-a-flow.md)
[How to tune prompts using variants](./how-to-guides/tune-prompts-with-variants.md)
[How to deploy a flow](./how-to-guides/deploy-a-flow/index.md)
[How to create and use your own tool package](./how-to-guides/develop-a-tool/create-and-use-tool-package.md)| |Tools reference|[LLM tool](./tools-reference/llm-tool.md)
[Prompt tool](./tools-reference/prompt-tool.md)
[Python tool](./tools-reference/python-tool.md)
[SERP API tool](./tools-reference/serp-api-tool.md)
[Embedding tool](./tools-reference/embedding_tool.md)|| diff --git a/docs/concepts/concept-tools.md b/docs/concepts/concept-tools.md index b1cacb667c8..437ec031329 100644 --- a/docs/concepts/concept-tools.md +++ b/docs/concepts/concept-tools.md @@ -22,7 +22,7 @@ Our partners also contributes other useful tools for advanced scenarios, here ar ## Custom tools You can create your own tools that can be shared with your team or anyone in the world. -Learn more on [Custom tool package creation and usage](../how-to-guides/how-to-create-and-use-your-own-tool-package.md) +Learn more on [Create and Use Tool Package](../how-to-guides/develop-a-tool/create-and-use-tool-package.md) ## Next steps diff --git a/docs/how-to-guides/develop-a-tool/add-a-tool-icon.md b/docs/how-to-guides/develop-a-tool/add-a-tool-icon.md new file mode 100644 index 00000000000..1c4393c3f6f --- /dev/null +++ b/docs/how-to-guides/develop-a-tool/add-a-tool-icon.md @@ -0,0 +1,58 @@ +# Add a Tool Icon +A tool icon serves as a graphical representation of your tool in the user interface (UI). Follow this guidance to add a custom tool icon when developing your own tool package. + +Adding a custom tool icon is optional. If you do not provide one, the system uses a default icon. + +## Prerequisites + +- Create a tool package as described in [Create and Use Tool Package](create-and-use-tool-package.md). +- Prepare a custom tool icon image. The image should meet following requirements: + - The image should be in `PNG` or `JPG` format. + - 16x16 pixel image to avoid distortion from resizing. + - Avoid complex images with much detail or contrast as they may not resize well. + You could see for example. +- Install dependencies of generating icon data URI: + + ``` + pip install pillow + ``` +## Generate a tool icon data URI +Run below command under the root folder to generate a data URI for your custom tool icon. Make sure the output file has an `.html` extension, this makes it easier to check the image's data URI: +``` +python \tool\convert_image_to_data_url.py --image-path -o +``` +For example: +``` +python D:\proj\github\promptflow\scripts\tool\convert_image_to_data_url.py --image-path D:\proj\github\promptflow\examples\tools\tool-package-quickstart\my_tool_package\icons\custom-tool-icon.png -o output.html +``` +The content of `output.html` looks like the following, and you can open it in a web browser to see the result. +```html + + +My Image + + +``` + +## Use the tool icon data URI in the tool YAML +In the auto-generated tool YAML file, customize the tool icon by adding the data URI: +```yaml +hello_world.tools.hello_world_tool.get_greeting_message + function: get_greeting_message + inputs: + connection: + type: + - CustomConnection + input_text: + type: + - string + module: hello_world.tools.hello_world_tool + name: Hello World Tool + description: This is hello world tool + type: python + icon: data:image/png;base64,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 +``` + +## Verify the tool icon in VS Code extension +Follow [steps](create-and-use-tool-package.md#use-your-tool-from-vscode-extension) to use your tool from VS Code extension. Your tool displays with the custom icon: +![custom-tool-with-icon-in-extension](../../media/contributing/custom-tool-with-icon-in-extension.png) \ No newline at end of file diff --git a/docs/how-to-guides/how-to-create-and-use-your-own-tool-package.md b/docs/how-to-guides/develop-a-tool/create-and-use-tool-package.md similarity index 98% rename from docs/how-to-guides/how-to-create-and-use-your-own-tool-package.md rename to docs/how-to-guides/develop-a-tool/create-and-use-tool-package.md index 0bd7c4309cc..c690df56bc3 100644 --- a/docs/how-to-guides/how-to-create-and-use-your-own-tool-package.md +++ b/docs/how-to-guides/develop-a-tool/create-and-use-tool-package.md @@ -1,10 +1,10 @@ -# Custom tool package creation and usage +# Create and Use Tool Package In this document, we will guide you through the process of developing your own tool package, offering detailed steps and advice on how to utilize your creation. The custom tool is the prompt flow tool developed by yourself. If you find it useful, you can follow this guidance to make it a tool package. This will enable you to conveniently reuse it, share it with your team, or distribute it to anyone in the world. After successful installation of the package, your custom "tool" will show up in VSCode extension as below: -![custom-tool-list](../media/contributing/custom-tool-list-in-extension.png) +![custom-tool-list](../../media/contributing/custom-tool-list-in-extension.png) ## Create your own tool package Your tool package should be a python package. To try it quickly, just use [my-tools-package 0.0.1](https://pypi.org/project/my-tools-package/) and skip this section. @@ -115,7 +115,7 @@ hello-world-proj/ ``` * Step3: Go to the extension and open one flow folder. Click 'flow.dag.yaml' and preview the flow. Next, click `+` button and you will see your tools. You may need to reload the windows to clean previous cache if you don't see your tool in the list. -![auto-list-tool-in-extension](../media/contributing/auto-list-tool-in-extension.png) +![auto-list-tool-in-extension](../../media/contributing/auto-list-tool-in-extension.png) ## FAQ diff --git a/docs/how-to-guides/develop-a-tool/index.md b/docs/how-to-guides/develop-a-tool/index.md new file mode 100644 index 00000000000..87c8525639d --- /dev/null +++ b/docs/how-to-guides/develop-a-tool/index.md @@ -0,0 +1,10 @@ +# Develop a tool +We provide guides on how to develop a tool and use it. + +```{toctree} +:maxdepth: 1 +:hidden: + +create-and-use-tool-package +add-a-tool-icon +``` \ No newline at end of file diff --git a/docs/how-to-guides/index.md b/docs/how-to-guides/index.md index 6e904742c9c..32cd01d1a67 100644 --- a/docs/how-to-guides/index.md +++ b/docs/how-to-guides/index.md @@ -14,7 +14,7 @@ enable-streaming-mode manage-connections manage-runs column-mapping -how-to-create-and-use-your-own-tool-package +develop-a-tool/index faq ``` diff --git a/docs/media/contributing/custom-tool-with-icon-in-extension.png b/docs/media/contributing/custom-tool-with-icon-in-extension.png new file mode 100644 index 0000000000000000000000000000000000000000..a71c3e62f8aa874f7c4a3b77c8fea82f6ac925ab GIT binary patch literal 77486 zcmb4qWl$UM7cTDZ4#k}S1%j926nBb4aWC!^mjI;&ihFT~0>w#iceg-scZbW*{&(hn zyEBp5&F_!A7w%TIYJ2~97f!#3m~ zBk8v1m)17>6OQzeNyK| zL#6W)^M**E>l06xJwN6O&M2cxgCu)+(}2i4)+B~iMDC6_SxlLaj(ZiWk&ft+6b^#K zU$0OBSH+Igm`Sc_0As#W1=dVHf2!7+&*?0SDb>ASpowORUet*MEN!bW23An9$9mCQ z$ikOE+;FV?;|PSNvxrRuID^pNG$_G;y)evx)tbhOKoB~lJsYX;@zHP31|9qm1kJmb zTDyyo%8tPy{`av7TTff4#GyAVMXa4sC{BO#f*=8Ojbt*wkr6DSYl>&;luktdn=A^r z{|)WyY3?H0&IseFz9`^==)X7MD91%QOOW(n5YLnOSBjh0q|^{CJ2pZr>$=QpNY)Vl zy^KUpDij^eyj6h!oY)~)CRpSAfsPdc0TSbK{=+#6UHo5k!syW)cnrLl0(RJjzJ33m zkeK+%t2=*!nKmKP<-aSz{j`5E^9CZ_D3i^Ec6NE`2Fz66^aWDzcYAL5|HqgN7A`ax 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zR!*t1vlRQ1l>^}^yd7&JVMiM6!;Sc={kRZcv^H>~HWQ0umb9208hfkB+Mmyp?s9ZK z0o>30hXe&Rnan$8$k=zD`kpGz#^+<~C`YFW;6Zln+6g3C!o47ZAmHA7K~NyO?*svb apx_7gX)NGSr-_*W0000 Date: Thu, 28 Sep 2023 23:45:09 -0700 Subject: [PATCH 14/26] New PF Tool: Open_Source_llm - Dev, Test, & Documentation (#531) # Description The open_source_llm PromptFlow tool. This tool allows users to access their Online Endpoint deployment of the Falcon, LlaMa-2, Dolly, and GTP-2 models from the Azure Machine Learning Model Catalog. More models to This PR includes the full functionality of the open_source_llm tool, along with quality assurance tests, documentation, and supporting common code. Screenshots for the tools appearance in VsCode and local test pass results follow. # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes]** - [x] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [x] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [x] Pull request includes test coverage for the included changes. ### Screen Shot in VsCode image ### Tests image --------- Co-authored-by: chjinche <49483542+chjinche@users.noreply.github.com> --- .cspell.json | 3 +- .../open_source_llm_on_vscode_promptflow.png | Bin 0 -> 71130 bytes docs/reference/index.md | 1 + .../tools-reference/open_source_llm_tool.md | 65 +++ src/promptflow-tools/connections.json.example | 12 + .../promptflow/tools/common.py | 9 +- .../promptflow/tools/exception.py | 21 + .../promptflow/tools/open_source_llm.py | 415 ++++++++++++++++++ .../tools/yamls/open_source_llm.yaml | 25 ++ src/promptflow-tools/tests/conftest.py | 14 +- .../tests/test_open_source_llm.py | 180 ++++++++ 11 files changed, 739 insertions(+), 6 deletions(-) create mode 100644 docs/media/reference/tools-reference/open_source_llm_on_vscode_promptflow.png create mode 100644 docs/reference/tools-reference/open_source_llm_tool.md create mode 100644 src/promptflow-tools/promptflow/tools/open_source_llm.py create mode 100644 src/promptflow-tools/promptflow/tools/yamls/open_source_llm.yaml create mode 100644 src/promptflow-tools/tests/test_open_source_llm.py diff --git a/.cspell.json b/.cspell.json index dace721b1c5..54b272ce998 100644 --- a/.cspell.json +++ b/.cspell.json @@ -127,7 +127,8 @@ "pysqlite", "AADSTS700082", "levelno", - "LANCZOS" + "LANCZOS", + "Mobius" ], "allowCompoundWords": true } diff --git a/docs/media/reference/tools-reference/open_source_llm_on_vscode_promptflow.png b/docs/media/reference/tools-reference/open_source_llm_on_vscode_promptflow.png new file mode 100644 index 0000000000000000000000000000000000000000..8d6afabb69d2ecee09aa85a38211b332d70a39c1 GIT binary patch literal 71130 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z5=;2$7&?3}DLG{gXV^61_~!j*&ZswJj)t8zv=`|Gt5C+!(ECu+=TX zYt*7J^dTW}D-lO7MxA})KzkNo1Fx%pa5p!J9iItCMpH;pKo*f7tqOm3kgC$CQ)=u@ zu?KD^y-yRfOJ^BtLmEk(cCc*`$8c_^P`lj?8oo05?C?j9LOtJ$vQFO#m2?S$tgQs?xhHwP#&zT4xpgbZ zCc5SS8pMNn{@;u7AHVqj<@)=-*sJ|NPW=CKT=Rb&2rc8hKv str: + response_json = json.loads(output) + try: + if response_key is None: + return response_json[0] + else: + return response_json[0][response_key] + except KeyError as e: + if response_key is None: + message = f"""Expected the response to fit the following schema: +`[ + +]` +Instead, received {response_json} and access failed at key `{e}`. +""" + else: + message = f"""Expected the response to fit the following schema: +`[ + {{ + "{response_key}": + }} +]` +Instead, received {response_json} and access failed at key `{e}`. +""" + raise OpenSourceLLMUserError(message=message) + + +class ModelFamily(str, Enum): + LLAMA = "LLaMa" + DOLLY = "Dolly" + GPT2 = "GPT-2" + FALCON = "Falcon" + + +class API(str, Enum): + CHAT = "chat" + COMPLETION = "completion" + + +class ContentFormatterBase: + """Transform request and response of AzureML endpoint to match with + required schema. + """ + + content_type: Optional[str] = "application/json" + """The MIME type of the input data passed to the endpoint""" + + accepts: Optional[str] = "application/json" + """The MIME type of the response data returned from the endpoint""" + + @staticmethod + def escape_special_characters(prompt: str) -> str: + """Escapes any special characters in `prompt`""" + return re.sub( + r'\\([\\\"a-zA-Z])', + r'\\\1', + prompt) + + @abstractmethod + def format_request_payload(self, prompt: str, model_kwargs: Dict) -> str: + """Formats the request body according to the input schema of + the model. Returns bytes or seekable file like object in the + format specified in the content_type request header. + """ + + @abstractmethod + def format_response_payload(self, output: bytes) -> str: + """Formats the response body according to the output + schema of the model. Returns the data type that is + received from the response. + """ + + +class GPT2ContentFormatter(ContentFormatterBase): + """Content handler for LLMs from the OSS catalog.""" + + def format_request_payload(self, prompt: str, model_kwargs: Dict) -> str: + input_str = json.dumps( + { + "inputs": {"input_string": [ContentFormatterBase.escape_special_characters(prompt)]}, + "parameters": model_kwargs, + } + ) + return input_str + + def format_response_payload(self, output: bytes) -> str: + return format_generic_response_payload(output, response_key="0") + + +class HFContentFormatter(ContentFormatterBase): + """Content handler for LLMs from the HuggingFace catalog.""" + + def format_request_payload(self, prompt: str, model_kwargs: Dict) -> str: + input_str = json.dumps( + { + "inputs": [ContentFormatterBase.escape_special_characters(prompt)], + "parameters": model_kwargs, + } + ) + return input_str + + def format_response_payload(self, output: bytes) -> str: + return format_generic_response_payload(output, response_key="generated_text") + + +class DollyContentFormatter(ContentFormatterBase): + """Content handler for the Dolly-v2-12b model""" + + def format_request_payload(self, prompt: str, model_kwargs: Dict) -> str: + input_str = json.dumps( + { + "input_data": {"input_string": [ContentFormatterBase.escape_special_characters(prompt)]}, + "parameters": model_kwargs, + } + ) + return input_str + + def format_response_payload(self, output: bytes) -> str: + return format_generic_response_payload(output, response_key=None) + + +class LlamaContentFormatter(ContentFormatterBase): + """Content formatter for LLaMa""" + + def __init__(self, api: API, chat_history: Optional[str] = ""): + super().__init__() + self.api = api + self.chat_history = chat_history + + @staticmethod + def parse_chat(chat_str: str) -> List[Dict[str, str]]: + # LLaMa only supports below roles. + separator = r"(?i)\n*(system|user|assistant)\s*:\s*\n" + chunks = re.split(separator, chat_str) + + # remove any empty chunks + chunks = [c.strip() for c in chunks if c.strip()] + + chat_list = [] + for index in range(0, len(chunks), 2): + role = chunks[index].lower() + + # Check if prompt follows chat api message format and has valid role. + try: + validate_role(role, valid_llama_roles) + except ChatAPIInvalidRole as e: + raise OpenSourceLLMUserError(message=e.message) + + if len(chunks) <= index + 1: + message = "Unexpected chat format. Please ensure the query matches the chat format of the model used." + raise OpenSourceLLMUserError(message=message) + + chat_list.append({ + "role": role, + "content": chunks[index+1] + }) + + return chat_list + + def format_request_payload(self, prompt: str, model_kwargs: Dict) -> str: + """Formats the request according the the chosen api""" + if "do_sample" not in model_kwargs: + model_kwargs["do_sample"] = True + + if self.api == API.CHAT: + prompt_value = LlamaContentFormatter.parse_chat(self.chat_history) + else: + prompt_value = [ContentFormatterBase.escape_special_characters(prompt)] + + return json.dumps( + { + "input_data": + { + "input_string": prompt_value, + "parameters": model_kwargs + } + } + ) + + def format_response_payload(self, output: bytes) -> str: + """Formats response""" + response_json = json.loads(output) + + if self.api == API.CHAT and "output" in response_json: + return response_json["output"] + elif self.api == API.COMPLETION and len(response_json) > 0 and "0" in response_json[0]: + return response_json[0]["0"] + else: + error_message = f"Unexpected response format. Response: {response_json}" + print(error_message, file=sys.stderr) + raise OpenSourceLLMOnlineEndpointError(message=error_message) + + +class ContentFormatterFactory: + """Factory class for supported models""" + + def get_content_formatter( + model_family: ModelFamily, api: API, chat_history: Optional[List[Dict]] = [] + ) -> ContentFormatterBase: + if model_family == ModelFamily.LLAMA: + return LlamaContentFormatter(chat_history=chat_history, api=api) + elif model_family == ModelFamily.DOLLY: + return DollyContentFormatter() + elif model_family == ModelFamily.GPT2: + return GPT2ContentFormatter() + elif model_family == ModelFamily.FALCON: + return HFContentFormatter() + + +class AzureMLOnlineEndpoint: + """Azure ML Online Endpoint models. + + Example: + .. code-block:: python + + azure_llm = AzureMLModel( + endpoint_url="https://..inference.ml.azure.com/score", + endpoint_api_key="my-api-key", + content_formatter=content_formatter, + ) + """ # noqa: E501 + + endpoint_url: str = "" + """URL of pre-existing Endpoint. Should be passed to constructor or specified as + env var `AZUREML_ENDPOINT_URL`.""" + + endpoint_api_key: str = "" + """Authentication Key for Endpoint. Should be passed to constructor or specified as + env var `AZUREML_ENDPOINT_API_KEY`.""" + + content_formatter: Any = None + """The content formatter that provides an input and output + transform function to handle formats between the LLM and + the endpoint""" + + model_kwargs: Optional[Dict] = None + """Key word arguments to pass to the model.""" + + def __init__( + self, + endpoint_url: str, + endpoint_api_key: str, + content_formatter: ContentFormatterBase, + deployment_name: Optional[str] = None, + model_kwargs: Optional[Dict] = None, + ): + self.endpoint_url = endpoint_url + self.endpoint_api_key = endpoint_api_key + self.deployment_name = deployment_name + self.content_formatter = content_formatter + self.model_kwargs = model_kwargs + + @property + def _identifying_params(self) -> Mapping[str, Any]: + """Get the identifying parameters.""" + _model_kwargs = self.model_kwargs or {} + return { + **{"model_kwargs": _model_kwargs}, + } + + @property + def _llm_type(self) -> str: + """Return type of llm.""" + return "azureml_endpoint" + + def _call_endpoint(self, body: bytes) -> bytes: + """call.""" + + headers = {"Content-Type": "application/json", "Authorization": ("Bearer " + self.endpoint_api_key)} + + # If this is not set it'll use the default deployment on the endpoint. + if self.deployment_name is not None: + headers["azureml-model-deployment"] = self.deployment_name + + req = urllib.request.Request(self.endpoint_url, body, headers) + response = urllib.request.urlopen(req, timeout=50) + result = response.read() + return result + + def __call__( + self, + prompt: str + ) -> str: + """Call out to an AzureML Managed Online endpoint. + Args: + prompt: The prompt to pass into the model. + stop: Optional list of stop words to use when generating. + Returns: + The string generated by the model. + Example: + .. code-block:: python + response = azureml_model("Tell me a joke.") + """ + _model_kwargs = self.model_kwargs or {} + + body = self.content_formatter.format_request_payload(prompt, _model_kwargs) + endpoint_request = str.encode(body) + endpoint_response = self._call_endpoint(endpoint_request) + response = self.content_formatter.format_response_payload(endpoint_response) + return response + + +class OpenSourceLLM(ToolProvider): + REQUIRED_CONFIG_KEYS = ["endpoint_url", "model_family"] + REQUIRED_SECRET_KEYS = ["endpoint_api_key"] + + def __init__(self, connection: CustomConnection): + super().__init__() + + conn_dict = dict(connection) + for key in self.REQUIRED_CONFIG_KEYS: + if key not in conn_dict: + accepted_keys = ",".join([key for key in self.REQUIRED_CONFIG_KEYS]) + raise OpenSourceLLMKeyValidationError( + message=f"""Required key `{key}` not found in given custom connection. +Required keys are: {accepted_keys}.""" + ) + for key in self.REQUIRED_SECRET_KEYS: + if key not in conn_dict: + accepted_keys = ",".join([key for key in self.REQUIRED_SECRET_KEYS]) + raise OpenSourceLLMKeyValidationError( + message=f"""Required secret key `{key}` not found in given custom connection. +Required keys are: {accepted_keys}.""" + ) + try: + self.model_family = ModelFamily[connection.configs['model_family']] + except KeyError: + accepted_models = ",".join([model.name for model in ModelFamily]) + raise OpenSourceLLMKeyValidationError( + message=f"""Given model_family '{connection.configs['model_family']}' not recognized. +Supported models are: {accepted_models}.""" + ) + self.connection = connection + + @tool + @handle_oneline_endpoint_error() + def call( + self, + prompt: PromptTemplate, + api: API, + deployment_name: Optional[str] = None, + model_kwargs: Optional[Dict] = {}, + **kwargs + ) -> str: + prompt = render_jinja_template(prompt, trim_blocks=True, keep_trailing_newline=True, **kwargs) + + content_formatter = ContentFormatterFactory.get_content_formatter( + model_family=self.model_family, + api=api, + chat_history=prompt + ) + + llm = AzureMLOnlineEndpoint( + endpoint_url=self.connection.configs['endpoint_url'], + endpoint_api_key=self.connection.secrets['endpoint_api_key'], + content_formatter=content_formatter, + deployment_name=deployment_name, + model_kwargs=model_kwargs + ) + + def _do_llm(llm: AzureMLOnlineEndpoint, prompt: str) -> str: + return llm(prompt) + + return _do_llm(llm, prompt) diff --git a/src/promptflow-tools/promptflow/tools/yamls/open_source_llm.yaml b/src/promptflow-tools/promptflow/tools/yamls/open_source_llm.yaml new file mode 100644 index 00000000000..f5bbd809164 --- /dev/null +++ b/src/promptflow-tools/promptflow/tools/yamls/open_source_llm.yaml @@ -0,0 +1,25 @@ +promptflow.tools.open_source_llm.OpenSourceLLM.call: + name: Open Source LLM + description: Use an Open Source model from the Azure Model catalog, deployed to an AzureML Online Endpoint for LLM Chat or Completion API calls. + type: custom_llm + module: promptflow.tools.open_source_llm + class_name: OpenSourceLLM + function: call + inputs: + connection: + type: + - CustomConnection + api: + enum: + - chat + - completion + type: + - string + deployment_name: + default: null + type: + - string + model_kwargs: + default: "{}" + type: + - object diff --git a/src/promptflow-tools/tests/conftest.py b/src/promptflow-tools/tests/conftest.py index 044f4c7bd0d..013ce5a25c3 100644 --- a/src/promptflow-tools/tests/conftest.py +++ b/src/promptflow-tools/tests/conftest.py @@ -8,6 +8,7 @@ # Avoid circular dependencies: Use import 'from promptflow._internal' instead of 'from promptflow' # since the code here is in promptflow namespace as well from promptflow._internal import ConnectionManager +from promptflow.connections import CustomConnection, OpenAIConnection, SerpConnection from promptflow.tools.aoai import AzureOpenAI PROMOTFLOW_ROOT = Path(__file__).absolute().parents[1] @@ -44,6 +45,11 @@ def serp_connection(): return ConnectionManager().get("serp_connection") +@pytest.fixture +def gpt2_custom_connection(): + return ConnectionManager().get("gpt2_connection") + + @pytest.fixture(autouse=True) def skip_if_no_key(request, mocker): mocker.patch.dict(os.environ, {"PROMPTFLOW_CONNECTIONS": CONNECTION_FILE}) @@ -51,8 +57,12 @@ def skip_if_no_key(request, mocker): conn_name = request.node.get_closest_marker('skip_if_no_key').args[0] connection = request.getfixturevalue(conn_name) # if dummy placeholder key, skip. - if "-api-key" in connection.api_key: - pytest.skip('skipped because no key') + if isinstance(connection, OpenAIConnection) or isinstance(connection, SerpConnection): + if "-api-key" in connection.api_key: + pytest.skip('skipped because no key') + elif isinstance(connection, CustomConnection): + if "endpoint_api_key" not in connection.secrets or "-api-key" in connection.secrets["endpoint_api_key"]: + pytest.skip('skipped because no key') # example prompts diff --git a/src/promptflow-tools/tests/test_open_source_llm.py b/src/promptflow-tools/tests/test_open_source_llm.py new file mode 100644 index 00000000000..6b75e54dac2 --- /dev/null +++ b/src/promptflow-tools/tests/test_open_source_llm.py @@ -0,0 +1,180 @@ +import pytest +from promptflow.tools.exception import ( + OpenSourceLLMOnlineEndpointError, + OpenSourceLLMUserError, + OpenSourceLLMKeyValidationError +) +from promptflow.tools.open_source_llm import OpenSourceLLM, API, ContentFormatterBase, LlamaContentFormatter + + +@pytest.fixture +def gpt2_provider(gpt2_custom_connection) -> OpenSourceLLM: + return OpenSourceLLM(gpt2_custom_connection) + + +@pytest.mark.usefixtures("use_secrets_config_file") +class TestOpenSourceLLM: + completion_prompt = "In the context of Azure ML, what does the ML stand for?" + chat_prompt = """user: +You are a AI which helps Customers answer questions. + +user: +""" + completion_prompt + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_completion(self, gpt2_provider): + response = gpt2_provider.call( + self.completion_prompt, + API.COMPLETION) + assert len(response) > 25 + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_completion_with_deploy(self, gpt2_provider): + response = gpt2_provider.call( + self.completion_prompt, + API.COMPLETION, + deployment_name="gpt2-8") + assert len(response) > 25 + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_chat(self, gpt2_provider): + response = gpt2_provider.call( + self.chat_prompt, + API.CHAT) + assert len(response) > 25 + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_chat_with_deploy(self, gpt2_provider): + response = gpt2_provider.call( + self.chat_prompt, + API.CHAT, + deployment_name="gpt2-8") + assert len(response) > 25 + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_con_url_chat(self, gpt2_custom_connection): + del gpt2_custom_connection.configs['endpoint_url'] + with pytest.raises(OpenSourceLLMKeyValidationError) as exc_info: + os = OpenSourceLLM(gpt2_custom_connection) + os.call(self.chat_prompt, API.CHAT) + assert exc_info.value.message == """Required key `endpoint_url` not found in given custom connection. +Required keys are: endpoint_url,model_family.""" + assert exc_info.value.error_codes == "UserError/ToolValidationError/OpenSourceLLMKeyValidationError".split("/") + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_con_key_chat(self, gpt2_custom_connection): + del gpt2_custom_connection.secrets['endpoint_api_key'] + with pytest.raises(OpenSourceLLMKeyValidationError) as exc_info: + os = OpenSourceLLM(gpt2_custom_connection) + os.call(self.chat_prompt, API.CHAT) + assert exc_info.value.message == ( + "Required secret key `endpoint_api_key` " + + """not found in given custom connection. +Required keys are: endpoint_api_key.""") + assert exc_info.value.error_codes == "UserError/ToolValidationError/OpenSourceLLMKeyValidationError".split("/") + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_con_model_chat(self, gpt2_custom_connection): + del gpt2_custom_connection.configs['model_family'] + with pytest.raises(OpenSourceLLMKeyValidationError) as exc_info: + os = OpenSourceLLM(gpt2_custom_connection) + os.call(self.completion_prompt, API.COMPLETION) + assert exc_info.value.message == """Required key `model_family` not found in given custom connection. +Required keys are: endpoint_url,model_family.""" + assert exc_info.value.error_codes == "UserError/ToolValidationError/OpenSourceLLMKeyValidationError".split("/") + + def test_open_source_llm_escape_chat(self): + danger = r"The quick \brown fox\tjumped\\over \the \\boy\r\n" + out_of_danger = ContentFormatterBase.escape_special_characters(danger) + assert out_of_danger == "The quick \\brown fox\\tjumped\\\\over \\the \\\\boy\\r\\n" + + def test_open_source_llm_llama_parse_chat_with_chat(self): + LlamaContentFormatter.parse_chat(self.chat_prompt) + + def test_open_source_llm_llama_parse_multi_turn(self): + multi_turn_chat = """user: +You are a AI which helps Customers answer questions. + +What is the best movie of all time? + +assistant: +Mobius, which starred Jared Leto + +user: +Why was that the greatest movie of all time? +""" + LlamaContentFormatter.parse_chat(multi_turn_chat) + + def test_open_source_llm_llama_parse_system_not_accepted(self): + bad_chat_prompt = """system: +You are a AI which helps Customers answer questions. + +user: +""" + self.completion_prompt + with pytest.raises(OpenSourceLLMUserError) as exc_info: + LlamaContentFormatter.parse_chat(bad_chat_prompt) + assert exc_info.value.message == ( + "The Chat API requires a specific format for prompt definition," + + " and the prompt should include separate lines as role delimiters: 'assistant:\\n','user:\\n'." + + " Current parsed role 'system' does not meet the requirement. If you intend to use the Completion " + + "API, please select the appropriate API type and deployment name. If you do intend to use the Chat " + + "API, please refer to the guideline at https://aka.ms/pfdoc/chat-prompt or view the samples in our " + + "gallery that contain 'Chat' in the name.") + assert exc_info.value.error_codes == "UserError/OpenSourceLLMUserError".split("/") + + def test_open_source_llm_llama_parse_ignore_whitespace(self): + bad_chat_prompt = f"""system: +You are a AI which helps Customers answer questions. + +user: + +user: +{self.completion_prompt}""" + with pytest.raises(OpenSourceLLMUserError) as exc_info: + LlamaContentFormatter.parse_chat(bad_chat_prompt) + assert exc_info.value.message == ( + "The Chat API requires a specific format for prompt definition, and " + + "the prompt should include separate lines as role delimiters: 'assistant:\\n','user:\\n'. Current parsed " + + "role 'system' does not meet the requirement. If you intend to use the Completion API, please select the " + + "appropriate API type and deployment name. If you do intend to use the Chat API, please refer to the " + + "guideline at https://aka.ms/pfdoc/chat-prompt or view the samples in our gallery that contain 'Chat' " + + "in the name.") + assert exc_info.value.error_codes == "UserError/OpenSourceLLMUserError".split("/") + + def test_open_source_llm_llama_parse_chat_with_comp(self): + with pytest.raises(OpenSourceLLMUserError) as exc_info: + LlamaContentFormatter.parse_chat(self.completion_prompt) + assert exc_info.value.message == ( + "The Chat API requires a specific format for prompt definition, and " + + "the prompt should include separate lines as role delimiters: 'assistant:\\n','user:\\n'. Current parsed " + + "role 'in the context of azure ml, what does the ml stand for?' does not meet the requirement. If you " + + "intend to use the Completion API, please select the appropriate API type and deployment name. If you do " + + "intend to use the Chat API, please refer to the guideline at https://aka.ms/pfdoc/chat-prompt or view " + + "the samples in our gallery that contain 'Chat' in the name.") + assert exc_info.value.error_codes == "UserError/OpenSourceLLMUserError".split("/") + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_llama_endpoint_miss(self, gpt2_custom_connection): + gpt2_custom_connection.configs['endpoint_url'] += 'completely/real/endpoint' + os = OpenSourceLLM(gpt2_custom_connection) + with pytest.raises(OpenSourceLLMOnlineEndpointError) as exc_info: + os.call( + self.completion_prompt, + API.COMPLETION) + assert exc_info.value.message == ( + "Exception hit calling Oneline Endpoint: " + + "HTTPError: HTTP Error 424: Failed Dependency") + assert exc_info.value.error_codes == "UserError/OpenSourceLLMOnlineEndpointError".split("/") + + @pytest.mark.skip_if_no_key("gpt2_custom_connection") + def test_open_source_llm_llama_deployment_miss(self, gpt2_custom_connection): + os = OpenSourceLLM(gpt2_custom_connection) + with pytest.raises(OpenSourceLLMOnlineEndpointError) as exc_info: + os.call( + self.completion_prompt, + API.COMPLETION, + deployment_name="completely/real/deployment-007") + assert exc_info.value.message == ( + "Exception hit calling Oneline Endpoint: " + + "HTTPError: HTTP Error 404: Not Found") + assert exc_info.value.error_codes == "UserError/OpenSourceLLMOnlineEndpointError".split("/") From 0b96369cc9c26c1652b78ecbc09283a0fe713cae Mon Sep 17 00:00:00 2001 From: Robben Wang <350053002@qq.com> Date: Sat, 7 Oct 2023 18:08:11 +0800 Subject: [PATCH 15/26] numexpr is one optional package for langchain, install it for e2e test. (#682) # Description Langchain changed numexpr as optional package in https://github.com/langchain-ai/langchain/pull/11049. So, `pip install langchain` will not install `numexpr`. Add `pip install numexpr` to fix e2e test because we need call `langchain.agents.load_tools.load_tools`. Test failed because can't apply this branch's yaml to install numexpr. Trigger e2e test separately and test succeeded. https://github.com/microsoft/promptflow/actions/runs/6440435201 # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. Co-authored-by: Robben Wang --- .github/workflows/promptflow-executor-e2e-test.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/promptflow-executor-e2e-test.yml b/.github/workflows/promptflow-executor-e2e-test.yml index 5bb9140aa0e..439c5648d74 100644 --- a/.github/workflows/promptflow-executor-e2e-test.yml +++ b/.github/workflows/promptflow-executor-e2e-test.yml @@ -75,6 +75,8 @@ jobs: gci env:* | sort-object name az account show pip install langchain + # numexpr is required by langchain in e2e tests. + pip install numexpr python scripts/building/run_coverage_tests.py ` -p ${{ env.testWorkingDirectory }}/promptflow ` -t ${{ env.testWorkingDirectory }}/tests/executor/e2etests ` From aafdf4ef2fa1ffc2d9f5e67281f3d5940c5de649 Mon Sep 17 00:00:00 2001 From: ChenJieting <40321821+ChenJieting@users.noreply.github.com> Date: Sun, 8 Oct 2023 10:22:09 +0800 Subject: [PATCH 16/26] add a FAQ item for how to make the installed tool visible in VSCode Extension (#679) # Description We noticed that some users cannot see the tool in the tool list of VSCode Extension after they installed it via `pip install [tool-package-name]`. They may need to reload the window to refresh. So we add a FAQ item in docs/how-to-guides/faq.md. # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes].** - [x] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [x] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [x] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [x] Pull request includes test coverage for the included changes. --- docs/how-to-guides/faq.md | 18 ++++++++++++++++++ docs/media/how-to-guides/vscode-tool-list.png | Bin 0 -> 86719 bytes 2 files changed, 18 insertions(+) create mode 100644 docs/media/how-to-guides/vscode-tool-list.png diff --git a/docs/how-to-guides/faq.md b/docs/how-to-guides/faq.md index 33a4a60c820..6ea0806d4a9 100644 --- a/docs/how-to-guides/faq.md +++ b/docs/how-to-guides/faq.md @@ -33,3 +33,21 @@ For more detail about keyring third-party backend, please refer to 'Third-Party If you are using WSL, this is a known issue for `webbrowser` under WSL; see [this issue](https://github.com/python/cpython/issues/89752) for more information. Please try to upgrade your WSL to 22.04 or later, this issue should be resolved. If you are still facing this issue with WSL 22.04 or later, or you are not even using WSL, please open an issue to us. + +### Installed tool not appearing in VSCode Extension tool list + +After installing a tool package via `pip install [tool-package-name]`, the new tool may not immediately appear in the tool list within the VSCode Extension, as shown below: + +![VSCode Extension tool list](../media/how-to-guides/vscode-tool-list.png) + +This is often due to outdated cache. To refresh the tool list and make newly installed tools visible: + +1. Open the VSCode Extension window. + +2. Bring up the command palette by pressing "Ctrl+Shift+P". + +3. Type and select the "Developer: Reload Webviews" command. + +4. Wait a moment for the tool list refreshing. + +Reloading clears the previous cache and populates the tool list with any newly installed tools. 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zekG{!Zdz3w`cz(Xd6u;(;6fJ!Z;l?(7l%%9YTzFEnOkHgqsLkahCy5>%d0YDF#LErb)C-^lQ=nqSy8}FHvd?ndc0+&7HDuIl>A{Nw41b^e9!jKM8AVQd& z2j(rM=|z>=3wgF}ws7nZ7OkrPqtovn7(f$xa8-38%@4gw?+O7Xw&HQ2O`%@S^8_iU z3W!HSN>PNqWEJHfFMf8P;!oe!7DfVlc6-cu|EqK6CifrtJx3l~OUKtBxf*wTNUR72 zu)pxp6U~e!;)H!6CcSK3eHWg!3-|*9DBVt0nwr#ogna%7N*Kuh_1CmaDJ%8I5FnYN zyZeYaN~*PYe3sj}U3XMP{3C;RjG_E5 Date: Sun, 8 Oct 2023 10:48:12 +0800 Subject: [PATCH 17/26] Filter out None for exceptions's message_parameter (#680) `string.Formatter().parse(message_format)` will generate None in field_name. Filter it out since it may introduce issue for jsonify. Another option is using regular expressions, Here's a comparison of both options from gpt: Using string.Formatter().parse(): Pros: - The built-in string.Formatter().parse() method is designed specifically for parsing format strings, so it is likely to handle edge cases correctly. - This method doesn't require an additional import. Cons: - The code might be less readable for people who are not familiar with the string.Formatter() class and its .parse() method. - It requires an additional function (iter_field_name()) and a loop to filter out the None values. Using re (regular expressions): Pros: - The code is more concise and easier to read for those familiar with regular expressions. - It requires fewer lines of code and directly extracts the field names, so no additional function or loop is needed for filtering None values. Cons: - Regular expressions might not catch all edge cases specific to format strings (although it will work correctly for most common cases). - People not familiar with regular expressions might find this approach less readable. In summary, both methods will work for most common cases. However, if you are mainly concerned with readability and conciseness, the regular expression method is a better choice. On the other hand, if you prioritize **handling all edge cases related to format strings**, the string.Formatter().parse() method is the safer option. Related PR: https://github.com/microsoft/promptflow/pull/642 # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --------- Co-authored-by: Robben Wang --- src/promptflow/promptflow/exceptions.py | 4 +++- .../tests/executor/unittests/executor/test_exceptions.py | 1 + 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/src/promptflow/promptflow/exceptions.py b/src/promptflow/promptflow/exceptions.py index 8b7084ac8d8..6ec0ddc9aa5 100644 --- a/src/promptflow/promptflow/exceptions.py +++ b/src/promptflow/promptflow/exceptions.py @@ -180,7 +180,9 @@ def iter_field_name(): return for _, field_name, _, _ in string.Formatter().parse(message_format): - yield field_name + # Last one field_name is always None, filter it out to avoid exception. + if field_name is not None: + yield field_name # Use set to remove duplicates return set(iter_field_name()) diff --git a/src/promptflow/tests/executor/unittests/executor/test_exceptions.py b/src/promptflow/tests/executor/unittests/executor/test_exceptions.py index 19b1f6984e8..93ccb56ddaf 100644 --- a/src/promptflow/tests/executor/unittests/executor/test_exceptions.py +++ b/src/promptflow/tests/executor/unittests/executor/test_exceptions.py @@ -12,3 +12,4 @@ def test_exception_message(self): ) assert ex.message == "Test exception message with parameters: test_param, ." + assert None not in ex.message_parameters From 78de851b85d923710c8592ad28920b7377e9123c Mon Sep 17 00:00:00 2001 From: zhen Date: Sun, 8 Oct 2023 16:27:10 +0800 Subject: [PATCH 18/26] [Flow test] Support python node return streaming output (#674) # Description ```yaml inputs: chat_history: type: list is_chat_history: true question: type: string is_chat_input: true outputs: answer: type: string reference: ${stream.output.answer} is_chat_output: true nodes: - name: stream type: python source: type: code path: stream.py inputs: chat_history: ${inputs.chat_history} question: ${inputs.question} ``` python tool ```python from promptflow import tool from typing import Generator def stream(question: str) -> Generator[str, None, None]: for word in question: yield word @tool def my_python_tool(chat_history: list[dict], question: str) -> dict: return {"answer": stream(question)} ``` # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- .../_sdk/operations/_test_submitter.py | 13 +++++++++--- .../tests/sdk_cli_test/e2etests/test_cli.py | 13 ++++++++++++ .../flow.dag.yaml | 21 +++++++++++++++++++ .../stream.py | 12 +++++++++++ 4 files changed, 56 insertions(+), 3 deletions(-) create mode 100644 src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/flow.dag.yaml create mode 100644 src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/stream.py diff --git a/src/promptflow/promptflow/_sdk/operations/_test_submitter.py b/src/promptflow/promptflow/_sdk/operations/_test_submitter.py index 204648f346f..3e5f1f4912a 100644 --- a/src/promptflow/promptflow/_sdk/operations/_test_submitter.py +++ b/src/promptflow/promptflow/_sdk/operations/_test_submitter.py @@ -236,10 +236,17 @@ def print_chat_output(output): def get_result_output(output): if isinstance(output, GeneratorType): if output in generator_record: - output = iter(generator_record[output].items) + if hasattr(generator_record[output], "items"): + output = iter(generator_record[output].items) + else: + output = iter(generator_record[output]) else: - proxy = output.gi_frame.f_locals["proxy"] - generator_record[output] = proxy + if hasattr(output.gi_frame.f_locals, "proxy"): + proxy = output.gi_frame.f_locals["proxy"] + generator_record[output] = proxy + else: + generator_record[output] = list(output) + output = generator_record[output] return output def resolve_generator(flow_result): diff --git a/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py b/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py index e08eedee185..4b0fb992f6b 100644 --- a/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py +++ b/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py @@ -798,6 +798,19 @@ def mock_input(*args, **kwargs): detail_path = Path(FLOWS_DIR) / "chat_flow_with_stream_output" / ".promptflow" / "chat.detail.json" assert detail_path.exists() + chat_list = ["hi", "what is chat gpt?"] + run_pf_command( + "flow", + "test", + "--flow", + f"{FLOWS_DIR}/chat_flow_with_python_node_streaming_output", + "--interactive", + ) + output_path = Path(FLOWS_DIR) / "chat_flow_with_stream_output" / ".promptflow" / "chat.output.json" + assert output_path.exists() + detail_path = Path(FLOWS_DIR) / "chat_flow_with_stream_output" / ".promptflow" / "chat.detail.json" + assert detail_path.exists() + # Validate terminal output chat_list = ["hi", "what is chat gpt?"] run_pf_command("flow", "test", "--flow", f"{FLOWS_DIR}/chat_flow", "--interactive", "--verbose") diff --git a/src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/flow.dag.yaml b/src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/flow.dag.yaml new file mode 100644 index 00000000000..87696a0b459 --- /dev/null +++ b/src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/flow.dag.yaml @@ -0,0 +1,21 @@ +inputs: + chat_history: + type: list + is_chat_history: true + question: + type: string + is_chat_input: true +outputs: + answer: + type: string + reference: ${stream.output.answer} + is_chat_output: true +nodes: +- name: stream + type: python + source: + type: code + path: stream.py + inputs: + chat_history: ${inputs.chat_history} + question: ${inputs.question} \ No newline at end of file diff --git a/src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/stream.py b/src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/stream.py new file mode 100644 index 00000000000..352f8ed6031 --- /dev/null +++ b/src/promptflow/tests/test_configs/flows/chat_flow_with_python_node_streaming_output/stream.py @@ -0,0 +1,12 @@ +from promptflow import tool +from typing import Generator + + +def stream(question: str) -> Generator[str, None, None]: + for word in question: + yield word + + +@tool +def my_python_tool(chat_history: list[dict], question: str) -> dict: + return {"answer": stream(question)} From 7a6a48799c2503ffe1cb353bd36ed24ffd1a15d5 Mon Sep 17 00:00:00 2001 From: Robben Wang <350053002@qq.com> Date: Sun, 8 Oct 2023 17:49:09 +0800 Subject: [PATCH 19/26] Resolve input type for exec_aggreation. (#678) # Description Resolve type for exec_aggreation's flow inputs. **Before:** Aggregation node's flow input is a list of strings. (Didn't honor the definition in yaml file) For example: the below flow input will be string "123", but not int 123 when default value is used. ![image](https://github.com/microsoft/promptflow/assets/17527303/b4359f3c-b1d1-496c-a6b0-f24655a8cc81) **After:** Aggregation node's flow input is a list of objects, whose type is specified in yaml file. Extract `_convert_input_by_type` to convert each item, then we could reuse the error message. # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. --------- Co-authored-by: Robben Wang --- .../promptflow/executor/flow_executor.py | 8 +- .../promptflow/executor/flow_validator.py | 83 ++++++++----- .../unittests/executor/test_flow_validator.py | 116 +++++++++++++++++- 3 files changed, 171 insertions(+), 36 deletions(-) diff --git a/src/promptflow/promptflow/executor/flow_executor.py b/src/promptflow/promptflow/executor/flow_executor.py index a029272cf67..43a61936b15 100644 --- a/src/promptflow/promptflow/executor/flow_executor.py +++ b/src/promptflow/promptflow/executor/flow_executor.py @@ -560,8 +560,14 @@ def exec_aggregation( self._flow.inputs, aggregated_flow_inputs, aggregation_inputs ) + # Resolve aggregated_flow_inputs from list of strings to list of objects, whose type is specified in yaml file. + # TODO: For now, we resolve type for batch run's aggregation input in _exec_aggregation_with_bulk_results. + # If we decide to merge the resolve logic into one place, remember to take care of index for batch run. + resolved_aggregated_flow_inputs = FlowValidator.resolve_aggregated_flow_inputs_type( + self._flow, aggregated_flow_inputs + ) with self._run_tracker.node_log_manager: - return self._exec_aggregation(aggregated_flow_inputs, aggregation_inputs, run_id) + return self._exec_aggregation(resolved_aggregated_flow_inputs, aggregation_inputs, run_id) @staticmethod def _apply_default_value_for_aggregation_input( diff --git a/src/promptflow/promptflow/executor/flow_validator.py b/src/promptflow/promptflow/executor/flow_validator.py index b92177bd6dc..c671674a52c 100644 --- a/src/promptflow/promptflow/executor/flow_validator.py +++ b/src/promptflow/promptflow/executor/flow_validator.py @@ -4,10 +4,11 @@ import copy from json import JSONDecodeError -from typing import Any, Mapping, Optional +from typing import Any, List, Mapping, Optional from promptflow._utils.logger_utils import logger from promptflow.contracts.flow import Flow, InputValueType, Node +from promptflow.contracts.tool import ValueType from promptflow.executor._errors import ( DuplicateNodeName, EmptyOutputReference, @@ -151,6 +152,52 @@ def _validate_nodes_topology(flow: Flow) -> Flow: ) return FlowValidator._ensure_nodes_order(flow) + @staticmethod + def _parse_input_value(input_key: str, input_value: Any, expected_type: ValueType, idx=None): + try: + return expected_type.parse(input_value) + except JSONDecodeError as e: + line_info = "" if idx is None else f" in line {idx} of input data" + flow_input_info = f"'{input_key}'{line_info}" + error_type_and_message = f"({e.__class__.__name__}) {e}" + + msg_format = ( + "Failed to parse the flow input. The value for flow input {flow_input_info} " + "was interpreted as JSON string since its type is '{value_type}'. However, the value " + "'{input_value}' is invalid for JSON parsing. Error details: {error_type_and_message}. " + "Please make sure your inputs are properly formatted." + ) + raise InputParseError( + message_format=msg_format, + flow_input_info=flow_input_info, + input_value=input_value, + value_type=expected_type, + error_type_and_message=error_type_and_message, + ) from e + except Exception as e: + line_info = "" if idx is None else f" in line {idx} of input data" + flow_input_info = f"'{input_key}'{line_info}" + msg_format = ( + "The input for flow is incorrect. The value for flow input {flow_input_info} " + "does not match the expected type '{expected_type}'. Please change flow input type " + "or adjust the input value in your input data." + ) + raise InputTypeError( + message_format=msg_format, flow_input_info=flow_input_info, expected_type=expected_type + ) from e + + @staticmethod + def resolve_aggregated_flow_inputs_type(flow: Flow, inputs: Mapping[str, List[Any]]) -> Mapping[str, Any]: + updated_inputs = {} + for input_key, input_def in flow.inputs.items(): + if input_key in inputs: + input_value_list = inputs[input_key] + updated_inputs[input_key] = [ + FlowValidator._parse_input_value(input_key, each_line_item, input_def.type, idx) + for idx, each_line_item in enumerate(input_value_list) + ] + return updated_inputs + @staticmethod def resolve_flow_inputs_type(flow: Flow, inputs: Mapping[str, Any], idx: Optional[int] = None) -> Mapping[str, Any]: """Resolve inputs by type if existing. Ignore missing inputs. @@ -169,38 +216,8 @@ def resolve_flow_inputs_type(flow: Flow, inputs: Mapping[str, Any], idx: Optiona """ updated_inputs = {k: v for k, v in inputs.items()} for k, v in flow.inputs.items(): - try: - if k in inputs: - updated_inputs[k] = v.type.parse(inputs[k]) - except JSONDecodeError as e: - line_info = "" if idx is None else f" in line {idx} of input data" - flow_input_info = f"'{k}'{line_info}" - error_type_and_message = f"({e.__class__.__name__}) {e}" - - msg_format = ( - "Failed to parse the flow input. The value for flow input {flow_input_info} " - "was interpreted as JSON string since its type is '{value_type}'. However, the value " - "'{input_value}' is invalid for JSON parsing. Error details: {error_type_and_message}. " - "Please make sure your inputs are properly formatted." - ) - raise InputParseError( - message_format=msg_format, - flow_input_info=flow_input_info, - input_value=inputs[k], - value_type=v.type, - error_type_and_message=error_type_and_message, - ) from e - except Exception as e: - line_info = "" if idx is None else f" in line {idx} of input data" - flow_input_info = f"'{k}'{line_info}" - msg_format = ( - "The input for flow is incorrect. The value for flow input {flow_input_info} " - "does not match the expected type '{expected_type}'. Please change flow input type " - "or adjust the input value in your input data." - ) - raise InputTypeError( - message_format=msg_format, flow_input_info=flow_input_info, expected_type=v.type - ) from e + if k in inputs: + updated_inputs[k] = FlowValidator._parse_input_value(k, inputs[k], v.type, idx) return updated_inputs @staticmethod diff --git a/src/promptflow/tests/executor/unittests/executor/test_flow_validator.py b/src/promptflow/tests/executor/unittests/executor/test_flow_validator.py index 54b422273a3..6db817b55aa 100644 --- a/src/promptflow/tests/executor/unittests/executor/test_flow_validator.py +++ b/src/promptflow/tests/executor/unittests/executor/test_flow_validator.py @@ -1,8 +1,9 @@ import pytest import yaml -from promptflow.contracts.flow import Flow -from promptflow.executor._errors import InputParseError, InvalidAggregationInput, InvalidFlowRequest +from promptflow.contracts.flow import Flow, FlowInputDefinition +from promptflow.contracts.tool import ValueType +from promptflow.executor._errors import InputParseError, InputTypeError, InvalidAggregationInput, InvalidFlowRequest from promptflow.executor.flow_validator import FlowValidator from ...utils import WRONG_FLOW_ROOT, get_yaml_file @@ -195,3 +196,114 @@ def test_resolve_flow_inputs_type_json_error_for_list_type( with pytest.raises(error_type) as exe_info: FlowValidator.resolve_flow_inputs_type(flow, inputs, idx=index) assert error_message == exe_info.value.message + + @pytest.mark.parametrize( + "inputs, expected_result", + [({"test_input": ["1", "2"]}, {"test_input": [1, 2]})], + ) + def test_resolve_aggregated_flow_inputs_type(self, inputs, expected_result): + flow = Flow( + id="fakeId", + name=None, + nodes=[], + inputs={"test_input": FlowInputDefinition(type=ValueType.INT)}, + outputs=None, + tools=[], + ) + result = FlowValidator.resolve_aggregated_flow_inputs_type(flow, inputs) + assert result == expected_result + + @pytest.mark.parametrize( + "inputs, expected_message", + [ + ( + {"test_input": ["1", "str"]}, + ( + "The input for flow is incorrect. The value for flow input 'test_input' in line 1 of input data " + "does not match the expected type 'int'. " + "Please change flow input type or adjust the input value in your input data." + ), + ) + ], + ) + def test_resolve_aggregated_flow_inputs_type_error(self, inputs, expected_message): + flow = Flow( + id="fakeId", + name=None, + nodes=[], + inputs={"test_input": FlowInputDefinition(type=ValueType.INT)}, + outputs=None, + tools=[], + ) + with pytest.raises(InputTypeError) as ex: + FlowValidator.resolve_aggregated_flow_inputs_type(flow, inputs) + + assert expected_message == str(ex.value) + + @pytest.mark.parametrize( + "input, type, expected_result", + [ + ("1", ValueType.INT, 1), + ('["1", "2"]', ValueType.LIST, ["1", "2"]), + ], + ) + def test_parse_input_value(self, input, type, expected_result): + input_key = "test_input" + result = FlowValidator._parse_input_value(input_key, input, type) + assert result == expected_result + + @pytest.mark.parametrize( + "input, type, index, error_type, expected_message", + [ + ( + "str", + ValueType.INT, + None, + InputTypeError, + ( + "The input for flow is incorrect. The value for flow input 'my_input' does not match the expected " + "type 'int'. Please change flow input type or adjust the input value in your input data." + ), + ), + ( + "['1', '2']", + ValueType.LIST, + None, + InputParseError, + ( + "Failed to parse the flow input. The value for flow input 'my_input' was interpreted as JSON " + "string since its type is 'list'. However, the value '['1', '2']' is invalid for JSON parsing. " + "Error details: (JSONDecodeError) Expecting value: line 1 column 2 (char 1). " + "Please make sure your inputs are properly formatted." + ), + ), + ( + "str", + ValueType.INT, + 10, + InputTypeError, + ( + "The input for flow is incorrect. The value for flow input 'my_input' in line 10 of " + "input data does not match the expected type 'int'. " + "Please change flow input type or adjust the input value in your input data." + ), + ), + ( + "['1', '2']", + ValueType.LIST, + 10, + InputParseError, + ( + "Failed to parse the flow input. The value for flow input 'my_input' in line 10 of input data " + "was interpreted as JSON string since its type is 'list'. However, the value '['1', '2']' is " + "invalid for JSON parsing. Error details: (JSONDecodeError) Expecting value: " + "line 1 column 2 (char 1). Please make sure your inputs are properly formatted." + ), + ), + ], + ) + def test_parse_input_value_error(self, input, type, index, error_type, expected_message): + input_key = "my_input" + with pytest.raises(error_type) as ex: + FlowValidator._parse_input_value(input_key, input, type, index) + assert expected_message == str(ex.value) From 16cf1767748d6e317422e67e81fb14cb86ee7aba Mon Sep 17 00:00:00 2001 From: Peiwen Gao <111329184+PeiwenGaoMS@users.noreply.github.com> Date: Sun, 8 Oct 2023 20:01:37 +0800 Subject: [PATCH 20/26] [Internal][Executor] Add unit tests for exception_utils (#595) # Description Add unit tests for exception_utils # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes]** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. --------- Co-authored-by: Peiwen Gao --- .../unittests/_utils/test_exception_utils.py | 206 +++++++++++++++--- 1 file changed, 177 insertions(+), 29 deletions(-) diff --git a/src/promptflow/tests/executor/unittests/_utils/test_exception_utils.py b/src/promptflow/tests/executor/unittests/_utils/test_exception_utils.py index 08515b9d698..79dc6e24481 100644 --- a/src/promptflow/tests/executor/unittests/_utils/test_exception_utils.py +++ b/src/promptflow/tests/executor/unittests/_utils/test_exception_utils.py @@ -1,5 +1,6 @@ import json import re +from traceback import TracebackException import pytest @@ -9,9 +10,17 @@ ErrorResponse, ExceptionPresenter, JsonSerializedPromptflowException, + get_tb_next, infer_error_code_from_class, + last_frame_info, +) +from promptflow.exceptions import ( + ErrorTarget, + PromptflowException, + SystemErrorException, + UserErrorException, + ValidationException, ) -from promptflow.exceptions import ErrorTarget, PromptflowException, SystemErrorException, UserErrorException def set_inner_exception_by_parameter(): @@ -44,6 +53,23 @@ def raise_user_error(): raise UserErrorException("run failed", target=ErrorTarget.TOOL) from e +def raise_context_exception(): + try: + code_with_bug() + except Exception as e: + raise CustomizedContextException(e) + + +class CustomizedContextException(Exception): + def __init__(self, inner_exception): + self.inner_exception = inner_exception + + @property + def message(self): + code_with_bug() + return "context exception" + + class CustomizedException(Exception): pass @@ -78,11 +104,17 @@ def raise_promptflow_exception_without_inner_exception(): raise PromptflowException("Promptflow exception") +TOOL_EXECUTION_ERROR_TRACEBACK = r"""Traceback \(most recent call last\): + File ".*test_exception_utils.py", line .*, in code_with_bug + 1 / 0 +ZeroDivisionError: division by zero +""" + TOOL_EXCEPTION_TRACEBACK = r""" The above exception was the direct cause of the following exception: Traceback \(most recent call last\): - File ".*test_exception_utils.py", line .*, in test_debug_info + File ".*test_exception_utils.py", line .*, in test_.* raise_tool_execution_error\(\) File ".*test_exception_utils.py", line .*, in raise_tool_execution_error raise ToolExecutionError\(node_name="MyTool"\) from e @@ -112,19 +144,55 @@ def raise_promptflow_exception_without_inner_exception(): 1 / 0 """ +CONTEXT_EXCEPTION_TRACEBACK = r""" +During handling of the above exception, another exception occurred: + +Traceback \(most recent call last\): + File ".*test_exception_utils.py", line .*, in test_debug_info_for_context_exception + raise_context_exception\(\) + File ".*test_exception_utils.py", line .*, in raise_context_exception + raise CustomizedContextException\(e\) +""" + +CONTEXT_EXCEPTION_INNER_TRACEBACK = r"""Traceback \(most recent call last\): + File ".*test_exception_utils.py", line .*, in raise_context_exception + code_with_bug\(\) + File ".*test_exception_utils.py", line .*, in code_with_bug + 1 / 0 +""" + @pytest.mark.unittest -@pytest.mark.parametrize( - "clz, expected", - [ - (UserErrorException, "UserError"), - (SystemErrorException, "SystemError"), - (ToolExecutionError, "ToolExecutionError"), - (ValueError, "ValueError"), - ], -) -def test_infer_error_code_from_class(clz, expected): - assert infer_error_code_from_class(clz) == expected +class TestExceptionUtilsCommonMethod: + def test_get_tb_next(self): + with pytest.raises(ToolExecutionError) as e: + raise_tool_execution_error() + tb_next = get_tb_next(e.value.__traceback__, 3) + te = TracebackException(type(e.value), e.value, tb_next) + formatted_tb = "".join(te.format()) + assert re.match(TOOL_EXCEPTION_INNER_TRACEBACK, formatted_tb) + + def test_last_frame_info(self): + with pytest.raises(ToolExecutionError) as e: + raise_tool_execution_error() + frame_info = last_frame_info(e.value) + assert "test_exception_utils.py" in frame_info.get("filename") + assert frame_info.get("lineno") > 0 + assert frame_info.get("name") == "raise_tool_execution_error" + assert last_frame_info(None) == {} + + @pytest.mark.parametrize( + "error_class, expected_error_code", + [ + (UserErrorException, "UserError"), + (SystemErrorException, "SystemError"), + (ValidationException, "ValidationError"), + (ToolExecutionError, "ToolExecutionError"), + (ValueError, "ValueError"), + ], + ) + def test_infer_error_code_from_class(self, error_class, expected_error_code): + assert infer_error_code_from_class(error_class) == expected_error_code @pytest.mark.unittest @@ -143,6 +211,18 @@ def test_debug_info(self): assert inner_exception["type"] == "ZeroDivisionError" assert re.match(TOOL_EXCEPTION_INNER_TRACEBACK, inner_exception["stackTrace"]) + def test_debug_info_for_context_exception(self): + with pytest.raises(CustomizedContextException) as e: + raise_context_exception() + presenter = ExceptionPresenter.create(e.value) + debug_info = presenter.debug_info + assert debug_info["type"] == "CustomizedContextException" + assert re.match(CONTEXT_EXCEPTION_TRACEBACK, debug_info["stackTrace"]) + + inner_exception = debug_info["innerException"] + assert inner_exception["type"] == "ZeroDivisionError" + assert re.match(CONTEXT_EXCEPTION_INNER_TRACEBACK, inner_exception["stackTrace"]) + def test_debug_info_for_general_exception(self): # Test General Exception with pytest.raises(CustomizedException) as e: @@ -162,7 +242,9 @@ def test_to_dict_for_general_exception(self): raise_general_exception() presenter = ExceptionPresenter.create(e.value) - dct = presenter.to_dict(include_debug_info=False) + dct = presenter.to_dict(include_debug_info=True) + assert "debugInfo" in dct + dct.pop("debugInfo") assert dct == { "code": "SystemError", "message": "General exception", @@ -212,6 +294,8 @@ def test_to_dict_for_tool_execution_error(self): raise_tool_execution_error() presenter = ExceptionPresenter.create(e.value) + assert re.search(TOOL_EXCEPTION_INNER_TRACEBACK, presenter.formatted_traceback) + assert re.search(TOOL_EXCEPTION_TRACEBACK, presenter.formatted_traceback) dct = presenter.to_dict(include_debug_info=False) assert dct.pop("additionalInfo") is not None assert dct == { @@ -255,6 +339,8 @@ def test_from_error_dict(self): } response = ErrorResponse.from_error_dict(error_dict) assert response.response_code == "400" + assert response.error_codes == ["UserError"] + assert response.message == "Flow run failed." response_dct = response.to_dict() assert response_dct["time"] is not None response_dct.pop("time") @@ -271,6 +357,17 @@ def test_from_error_dict(self): "location": None, } + def test_to_simplied_dict(self): + with pytest.raises(CustomizedException) as e: + raise_general_exception() + error_response = ErrorResponse.from_exception(e.value) + assert error_response.to_simplified_dict() == { + "error": { + "code": "SystemError", + "message": "General exception", + } + } + def test_from_exception(self): with pytest.raises(CustomizedException) as e: raise_general_exception() @@ -334,6 +431,65 @@ def test_innermost_error_code_with_code(self, error_dict, expected_innermost_err assert inner_error_code == expected_innermost_error_code + @pytest.mark.parametrize( + "error_dict, expected_additional_info", + [ + ({"code": "UserError"}, {}), + ( + { + "code": "UserError", + "additionalInfo": [ + { + "type": "test_additional_info", + "info": "This is additional info for testing.", + }, + "not_dict", + { + "type": "empty_info", + }, + { + "info": "Empty type", + }, + { + "test": "Invalid additional info", + }, + ], + }, + {"test_additional_info": "This is additional info for testing."}, + ), + ], + ) + def test_additional_info(self, error_dict, expected_additional_info): + error_response = ErrorResponse.from_error_dict(error_dict) + assert error_response.additional_info == expected_additional_info + assert all(error_response.get_additional_info(key) == value for key, value in expected_additional_info.items()) + + @pytest.mark.parametrize( + "raise_exception_func, error_class", + [ + (raise_general_exception, CustomizedException), + (raise_tool_execution_error, ToolExecutionError), + ], + ) + def test_get_user_execution_error_info(self, raise_exception_func, error_class): + with pytest.raises(error_class) as e: + raise_exception_func() + + error_repsonse = ErrorResponse.from_exception(e.value) + actual_error_info = error_repsonse.get_user_execution_error_info() + self.assert_user_execution_error_info(e.value, actual_error_info) + + def assert_user_execution_error_info(self, exception, error_info): + if isinstance(exception, ToolExecutionError): + assert error_info["type"] == "ZeroDivisionError" + assert error_info["message"] == "division by zero" + assert error_info["filename"].endswith("test_exception_utils.py") + assert error_info["lineno"] > 0 + assert error_info["name"] == "code_with_bug" + assert re.match(TOOL_EXECUTION_ERROR_TRACEBACK, error_info["traceback"]) + else: + assert error_info == {} + @pytest.mark.unittest class TestExceptions: @@ -495,14 +651,7 @@ def test_tool_execution_error(self): assert last_frame_info.get("lineno") > 0 assert last_frame_info.get("name") == "code_with_bug" - assert re.match( - r"Traceback \(most recent call last\):\n" - r' File ".*test_exception_utils.py", line .*, in code_with_bug\n' - r" 1 / 0\n" - r"(.*\n)?" # Python >= 3.11 add extra line here like a pointer. - r"ZeroDivisionError: division by zero\n", - e.value.tool_traceback, - ) + assert re.match(TOOL_EXECUTION_ERROR_TRACEBACK, e.value.tool_traceback) def test_code_hierarchy(self): with pytest.raises(ToolExecutionError) as e: @@ -547,13 +696,7 @@ def test_additional_info(self): assert re.match(r".*test_exception_utils.py", info_0_value["filename"]) assert info_0_value.get("lineno") > 0 assert info_0_value.get("name") == "code_with_bug" - assert re.match( - r"Traceback \(most recent call last\):\n" - r' File ".*test_exception_utils.py", line .*, in code_with_bug\n' - r" 1 / 0\n" - r"ZeroDivisionError: division by zero\n", - info_0_value.get("traceback"), - ) + assert re.match(TOOL_EXECUTION_ERROR_TRACEBACK, info_0_value.get("traceback")) def test_additional_info_for_empty_inner_error(self): ex = ToolExecutionError(node_name="Node1") @@ -634,7 +777,12 @@ def test_to_dict_for_JsonSerializedPromptflowException(self, include_debug_info) exception_dict = ExceptionPresenter.create(e.value).to_dict(include_debug_info=True) message = json.dumps(exception_dict) exception = JsonSerializedPromptflowException(message=message) + assert str(exception) == message + json_serialized_exception_dict = ExceptionPresenter.create(exception).to_dict( + include_debug_info=include_debug_info + ) error_dict = exception.to_dict(include_debug_info=include_debug_info) + assert error_dict == json_serialized_exception_dict if include_debug_info: assert "debugInfo" in error_dict From 6e56fe231edc41dc709560251b221c58e65d571d Mon Sep 17 00:00:00 2001 From: zhen Date: Mon, 9 Oct 2023 14:07:59 +0800 Subject: [PATCH 21/26] [Flow test] Fix chat-history was not consumed in testing (#675) # Description Please add an informative description that covers that changes made by the pull request and link all relevant issues. # All Promptflow Contribution checklist: - [ ] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [ ] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [ ] Title of the pull request is clear and informative. - [ ] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [ ] Pull request includes test coverage for the included changes. --- .../_sdk/operations/_flow_operations.py | 5 +-- .../_sdk/operations/_test_submitter.py | 10 ++++- .../tests/sdk_cli_test/e2etests/test_cli.py | 33 +++++++++++++++++ .../chat.jinja2 | 12 ++++++ .../flow.dag.yaml | 37 +++++++++++++++++++ 5 files changed, 92 insertions(+), 5 deletions(-) create mode 100644 src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/chat.jinja2 create mode 100644 src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/flow.dag.yaml diff --git a/src/promptflow/promptflow/_sdk/operations/_flow_operations.py b/src/promptflow/promptflow/_sdk/operations/_flow_operations.py index 518dbadfe83..412537ac328 100644 --- a/src/promptflow/promptflow/_sdk/operations/_flow_operations.py +++ b/src/promptflow/promptflow/_sdk/operations/_flow_operations.py @@ -98,9 +98,8 @@ def _test( flow = load_flow(flow) with TestSubmitter(flow=flow, variant=variant).init() as submitter: is_chat_flow, chat_history_input_name, _ = self._is_chat_flow(submitter.dataplane_flow) - if is_chat_flow and not inputs.get(chat_history_input_name, None): - inputs[chat_history_input_name] = [] - flow_inputs, dependency_nodes_outputs = submitter._resolve_data(node_name=node, inputs=inputs) + flow_inputs, dependency_nodes_outputs = submitter._resolve_data( + node_name=node, inputs=inputs, chat_history_name=chat_history_input_name) if node: return submitter.node_test( diff --git a/src/promptflow/promptflow/_sdk/operations/_test_submitter.py b/src/promptflow/promptflow/_sdk/operations/_test_submitter.py index 3e5f1f4912a..95572041136 100644 --- a/src/promptflow/promptflow/_sdk/operations/_test_submitter.py +++ b/src/promptflow/promptflow/_sdk/operations/_test_submitter.py @@ -57,7 +57,7 @@ def init(self): self._tuning_node = None self._node_variant = None - def _resolve_data(self, node_name: str = None, inputs: dict = None): + def _resolve_data(self, node_name: str = None, inputs: dict = None, chat_history_name: str = None): """ Resolve input to flow/node test inputs. Raise user error when missing required inputs. And log warning when unknown inputs appeared. @@ -66,6 +66,8 @@ def _resolve_data(self, node_name: str = None, inputs: dict = None): :type node_name: str :param inputs: Inputs of flow/node test. :type inputs: dict + :param chat_history_name: Chat history name. + :type chat_history_name: str :return: Dict of flow inputs, Dict of reference node output. :rtype: dict, dict """ @@ -114,7 +116,11 @@ def _resolve_data(self, node_name: str = None, inputs: dict = None): merged_inputs[name] = flow_inputs[name] else: if value.default is None: - missing_inputs.append(name) + # When the flow is a chat flow and chat_history has no default value, set an empty list for it + if chat_history_name and name == chat_history_name: + flow_inputs[name] = [] + else: + missing_inputs.append(name) else: flow_inputs[name] = value.default merged_inputs[name] = flow_inputs[name] diff --git a/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py b/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py index 4b0fb992f6b..9b549abbcd4 100644 --- a/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py +++ b/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py @@ -847,6 +847,39 @@ def mock_input(*args, **kwargs): outerr = capsys.readouterr() assert "chat flow does not support multiple chat outputs" in outerr.out + def test_flow_test_with_default_chat_history(self): + run_pf_command( + "flow", + "test", + "--flow", + f"{FLOWS_DIR}/chat_flow_with_default_history", + ) + output_path = Path(FLOWS_DIR) / "chat_flow_with_default_history" / ".promptflow" / "flow.output.json" + assert output_path.exists() + detail_path = Path(FLOWS_DIR) / "chat_flow_with_default_history" / ".promptflow" / "flow.detail.json" + assert detail_path.exists() + with open(detail_path, "r") as f: + details = json.load(f) + expect_chat_history = [ + { + "inputs": { + "question": "hi" + }, + "outputs": { + "answer": "hi" + } + }, + { + "inputs": { + "question": "who are you" + }, + "outputs": { + "answer": "who are you" + } + } + ] + assert details["flow_runs"][0]["inputs"]["chat_history"] == expect_chat_history + def test_flow_test_with_user_defined_chat_history(self, monkeypatch, capsys): chat_list = ["hi", "what is chat gpt?"] diff --git a/src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/chat.jinja2 b/src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/chat.jinja2 new file mode 100644 index 00000000000..c5e811e1969 --- /dev/null +++ b/src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/chat.jinja2 @@ -0,0 +1,12 @@ +system: +You are a helpful assistant. + +{% for item in chat_history %} +user: +{{item.inputs.question}} +assistant: +{{item.outputs.answer}} +{% endfor %} + +user: +{{question}} \ No newline at end of file diff --git a/src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/flow.dag.yaml b/src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/flow.dag.yaml new file mode 100644 index 00000000000..d4409e24e2a --- /dev/null +++ b/src/promptflow/tests/test_configs/flows/chat_flow_with_default_history/flow.dag.yaml @@ -0,0 +1,37 @@ +inputs: + chat_history: + type: list + is_chat_history: true + default: + - inputs: + question: hi + outputs: + answer: hi + - inputs: + question: who are you + outputs: + answer: who are you + question: + type: string + is_chat_input: true + default: What is ChatGPT? +outputs: + answer: + type: string + reference: ${chat_node.output} + is_chat_output: true +nodes: +- inputs: + deployment_name: gpt-35-turbo + max_tokens: "256" + temperature: "0.7" + chat_history: ${inputs.chat_history} + question: ${inputs.question} + name: chat_node + type: llm + source: + type: code + path: chat.jinja2 + api: chat + provider: AzureOpenAI + connection: azure_open_ai_connection \ No newline at end of file From 9724c4ae87993cf885c434511e68a9cc33e8585a Mon Sep 17 00:00:00 2001 From: Zhengfei Wang <38847871+zhengfeiwang@users.noreply.github.com> Date: Mon, 9 Oct 2023 14:10:56 +0800 Subject: [PATCH 22/26] [promptflow][Feature] Include flow path & output path in contract with visualization (#629) # Description Include run flow path and output path in contract with visualization. ![image](https://github.com/microsoft/promptflow/assets/38847871/c45434cb-e17d-4a1e-8cb5-d173eecf79c2) # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [x] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [ ] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. --- src/promptflow/CHANGELOG.md | 10 ++++++++++ src/promptflow/promptflow/_sdk/_service/run.py | 4 +++- .../promptflow/_sdk/operations/_run_operations.py | 3 +++ src/promptflow/promptflow/contracts/_run_management.py | 2 ++ 4 files changed, 18 insertions(+), 1 deletion(-) diff --git a/src/promptflow/CHANGELOG.md b/src/promptflow/CHANGELOG.md index 149470e0c43..6d7c2775270 100644 --- a/src/promptflow/CHANGELOG.md +++ b/src/promptflow/CHANGELOG.md @@ -1,5 +1,15 @@ # Release History +## 0.1.0b8 (Upcoming) + +### Features Added + +### Bugs Fixed + +### Improvements + +- [SDK/CLI] Include flow path & output path in `pf run visualize` page. + ## 0.1.0b7.post1 (2023.09.28) ### Bug Fixed diff --git a/src/promptflow/promptflow/_sdk/_service/run.py b/src/promptflow/promptflow/_sdk/_service/run.py index 3150a35e104..2f32f7fd03a 100644 --- a/src/promptflow/promptflow/_sdk/_service/run.py +++ b/src/promptflow/promptflow/_sdk/_service/run.py @@ -6,7 +6,7 @@ from flask import Blueprint, jsonify, request -from promptflow._sdk._constants import get_list_view_type +from promptflow._sdk._constants import FlowRunProperties, get_list_view_type from promptflow._sdk._service.utils import api_wrapper from promptflow._sdk.operations._local_storage_operations import LocalStorageOperations from promptflow._sdk.operations._run_operations import RunOperations @@ -53,6 +53,8 @@ def get_metadata(name: str): name=run.name, display_name=run.display_name, create_time=run.created_on, + flow_path=run.properties[FlowRunProperties.FLOW_PATH], + output_path=run.properties[FlowRunProperties.OUTPUT_PATH], tags=run.tags, lineage=run.run, metrics=local_storage_op.load_metrics(), diff --git a/src/promptflow/promptflow/_sdk/operations/_run_operations.py b/src/promptflow/promptflow/_sdk/operations/_run_operations.py index 80369528eed..935a6f36c3a 100644 --- a/src/promptflow/promptflow/_sdk/operations/_run_operations.py +++ b/src/promptflow/promptflow/_sdk/operations/_run_operations.py @@ -15,6 +15,7 @@ LOGGER_NAME, MAX_RUN_LIST_RESULTS, MAX_SHOW_DETAILS_RESULTS, + FlowRunProperties, ListViewType, RunStatus, ) @@ -268,6 +269,8 @@ def _visualize(self, runs: List[Run], html_path: Optional[str] = None) -> None: name=run.name, display_name=run.display_name, create_time=run.created_on, + flow_path=run.properties[FlowRunProperties.FLOW_PATH], + output_path=run.properties[FlowRunProperties.OUTPUT_PATH], tags=run.tags, lineage=run.run, metrics=self.get_metrics(name=run.name), diff --git a/src/promptflow/promptflow/contracts/_run_management.py b/src/promptflow/promptflow/contracts/_run_management.py index d2d974cffc5..509a2ea4b13 100644 --- a/src/promptflow/promptflow/contracts/_run_management.py +++ b/src/promptflow/promptflow/contracts/_run_management.py @@ -20,6 +20,8 @@ class RunMetadata: name: str display_name: str create_time: str + flow_path: str + output_path: str tags: Optional[List[Dict[str, str]]] lineage: Optional[str] metrics: Optional[Dict[str, Any]] From 0b9d778267dc44edf51a92f50ea0699b7468e8ec Mon Sep 17 00:00:00 2001 From: Yao <46446115+16oeahr@users.noreply.github.com> Date: Mon, 9 Oct 2023 15:07:14 +0800 Subject: [PATCH 23/26] Add lock to prevent concurrency issue when refreshing connections dir and enable custom strong type connection tests (#681) # Description This pull request does the following two things: 1. Bugfix. Add lock to prevent concurrency issue when refreshing connections dir. 2. Enable custom strong type connection tests that need custom tool package. --------- Co-authored-by: yalu4 --- src/promptflow/promptflow/_sdk/_constants.py | 1 + src/promptflow/promptflow/_sdk/_utils.py | 37 +++++++++++-------- src/promptflow/tests/conftest.py | 18 +++++---- .../unittests/_core/test_tools_manager.py | 3 +- .../tests/sdk_cli_test/e2etests/test_cli.py | 32 ++++++++-------- .../test_custom_strong_type_connection.py | 1 - .../sdk_cli_test/e2etests/test_flow_run.py | 8 +++- .../sdk_cli_test/e2etests/test_flow_test.py | 10 ++++- .../sdk_cli_test/unittests/test_utils.py | 15 ++++++++ 9 files changed, 80 insertions(+), 45 deletions(-) diff --git a/src/promptflow/promptflow/_sdk/_constants.py b/src/promptflow/promptflow/_sdk/_constants.py index 67792ebcd6f..f87c4a6cfd9 100644 --- a/src/promptflow/promptflow/_sdk/_constants.py +++ b/src/promptflow/promptflow/_sdk/_constants.py @@ -37,6 +37,7 @@ KEYRING_SYSTEM = "promptflow" KEYRING_ENCRYPTION_KEY_NAME = "encryption_key" KEYRING_ENCRYPTION_LOCK_PATH = (HOME_PROMPT_FLOW_DIR / "encryption_key.lock").resolve() +REFRESH_CONNECTIONS_DIR_LOCK_PATH = (HOME_PROMPT_FLOW_DIR / "refresh_connections_dir.lock").resolve() # Note: Use this only for show. Reading input should regard all '*' string as scrubbed, no matter the length. SCRUBBED_VALUE = "******" SCRUBBED_VALUE_NO_CHANGE = "" diff --git a/src/promptflow/promptflow/_sdk/_utils.py b/src/promptflow/promptflow/_sdk/_utils.py index 2b5e960765b..63b1aa2dd44 100644 --- a/src/promptflow/promptflow/_sdk/_utils.py +++ b/src/promptflow/promptflow/_sdk/_utils.py @@ -45,6 +45,7 @@ NODE_VARIANTS, NODES, PROMPT_FLOW_DIR_NAME, + REFRESH_CONNECTIONS_DIR_LOCK_PATH, USE_VARIANTS, VARIANTS, CommonYamlFields, @@ -788,21 +789,27 @@ def _generate_connections_dir(): return connections_dir +_refresh_connection_dir_lock = FileLock(REFRESH_CONNECTIONS_DIR_LOCK_PATH) + + # This function is used by extension to generate the connection files every time collect tools. def refresh_connections_dir(connection_spec_files, connection_template_yamls): connections_dir = _generate_connections_dir() - if os.path.isdir(connections_dir): - shutil.rmtree(connections_dir) - os.makedirs(connections_dir) - - if connection_spec_files and connection_template_yamls: - for connection_name, content in connection_spec_files.items(): - file_name = connection_name + ".spec.json" - with open(connections_dir / file_name, "w") as f: - json.dump(content, f, indent=2) - - for connection_name, content in connection_template_yamls.items(): - yaml_data = yaml.safe_load(content) - file_name = connection_name + ".template.yaml" - with open(connections_dir / file_name, "w") as f: - yaml.dump(yaml_data, f, sort_keys=False) + + # Use lock to prevent concurrent access + with _refresh_connection_dir_lock: + if os.path.isdir(connections_dir): + shutil.rmtree(connections_dir) + os.makedirs(connections_dir) + + if connection_spec_files and connection_template_yamls: + for connection_name, content in connection_spec_files.items(): + file_name = connection_name + ".spec.json" + with open(connections_dir / file_name, "w") as f: + json.dump(content, f, indent=2) + + for connection_name, content in connection_template_yamls.items(): + yaml_data = yaml.safe_load(content) + file_name = connection_name + ".template.yaml" + with open(connections_dir / file_name, "w") as f: + yaml.dump(yaml_data, f, sort_keys=False) diff --git a/src/promptflow/tests/conftest.py b/src/promptflow/tests/conftest.py index cceb1ed95d2..cc816ce6224 100644 --- a/src/promptflow/tests/conftest.py +++ b/src/promptflow/tests/conftest.py @@ -7,6 +7,7 @@ import pytest from _constants import CONNECTION_FILE, ENV_FILE from _pytest.monkeypatch import MonkeyPatch +from filelock import FileLock from pytest_mock import MockerFixture from promptflow._constants import PROMPTFLOW_CONNECTIONS @@ -109,13 +110,14 @@ def prepare_symbolic_flow() -> str: @pytest.fixture(scope="session") def install_custom_tool_pkg(): - # Leave the pkg installed since multiple tests rely on it and the tests may run concurrently - try: - import my_tool_package # noqa: F401 + # The tests could be running in parallel. Use a lock to prevent race conditions. + lock = FileLock("custom_tool_pkg_installation.lock") + with lock: + try: + import my_tool_package # noqa: F401 - except ImportError: - import subprocess - import sys + except ImportError: + import subprocess + import sys - subprocess.check_call([sys.executable, "-m", "pip", "install", "test-custom-tools==0.0.1"]) - yield + subprocess.check_call([sys.executable, "-m", "pip", "install", "test-custom-tools==0.0.1"]) diff --git a/src/promptflow/tests/executor/unittests/_core/test_tools_manager.py b/src/promptflow/tests/executor/unittests/_core/test_tools_manager.py index eb43c3bcc98..ede71401b83 100644 --- a/src/promptflow/tests/executor/unittests/_core/test_tools_manager.py +++ b/src/promptflow/tests/executor/unittests/_core/test_tools_manager.py @@ -136,9 +136,8 @@ def test_gen_tool_by_source_error(self, tool_source, tool_type, error_code, erro gen_tool_by_source("fake_name", tool_source, tool_type, working_dir), assert str(ex.value) == error_message - @pytest.mark.skip("TODO: need to fix random pacakge not found error") def test_collect_package_tools_and_connections(self, install_custom_tool_pkg): - # Need to reload pkg_resources to get the latest installed packages + # Need to reload pkg_resources to get the latest installed tools import importlib import pkg_resources diff --git a/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py b/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py index 9b549abbcd4..e3fa472b400 100644 --- a/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py +++ b/src/promptflow/tests/sdk_cli_test/e2etests/test_cli.py @@ -1067,22 +1067,22 @@ def get_node_settings(_flow_dag_path: Path): }, ("configs.key1", "new_value"), ), - # ( - # "custom_strong_type_connection.yaml", - # { - # "module": "promptflow.connections", - # "type": "custom", - # "configs": { - # "api_base": "This is my first connection.", - # "promptflow.connection.custom_type": "MyFirstConnection", - # "promptflow.connection.module": "my_tool_package.connections", - # "promptflow.connection.package": "test-custom-tools", - # "promptflow.connection.package_version": "0.0.1", - # }, - # "secrets": {"api_key": SCRUBBED_VALUE}, - # }, - # ("configs.api_base", "new_value"), - # ), + ( + "custom_strong_type_connection.yaml", + { + "module": "promptflow.connections", + "type": "custom", + "configs": { + "api_base": "This is my first connection.", + "promptflow.connection.custom_type": "MyFirstConnection", + "promptflow.connection.module": "my_tool_package.connections", + "promptflow.connection.package": "test-custom-tools", + "promptflow.connection.package_version": "0.0.1", + }, + "secrets": {"api_key": SCRUBBED_VALUE}, + }, + ("configs.api_base", "new_value"), + ), ], ) def test_connection_create_update( diff --git a/src/promptflow/tests/sdk_cli_test/e2etests/test_custom_strong_type_connection.py b/src/promptflow/tests/sdk_cli_test/e2etests/test_custom_strong_type_connection.py index 9f3670947b3..b9a70e2bb8a 100644 --- a/src/promptflow/tests/sdk_cli_test/e2etests/test_custom_strong_type_connection.py +++ b/src/promptflow/tests/sdk_cli_test/e2etests/test_custom_strong_type_connection.py @@ -136,7 +136,6 @@ def test_connection_get_and_update_with_key(self): assert converted_conn.api_base == "test2" assert converted_conn.configs["api_base"] == "test2" - @pytest.mark.skip("TODO: need to fix random pacakge not found error") @pytest.mark.parametrize( "file_name, expected_updated_item, expected_secret_item", [ diff --git a/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_run.py b/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_run.py index f06733c4d80..e53b7d4e9c8 100644 --- a/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_run.py +++ b/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_run.py @@ -247,8 +247,14 @@ def test_custom_connection_overwrite(self, local_client, local_custom_connection ) assert "Connection with name new_connection not found" in str(e.value) - @pytest.mark.skip("TODO: need to fix random pacakge not found error") def test_custom_strong_type_connection_basic_flow(self, install_custom_tool_pkg, local_client, pf): + # Need to reload pkg_resources to get the latest installed tools + import importlib + + import pkg_resources + + importlib.reload(pkg_resources) + result = pf.run( flow=f"{FLOWS_DIR}/custom_strong_type_connection_basic_flow", data=f"{FLOWS_DIR}/custom_strong_type_connection_basic_flow/data.jsonl", diff --git a/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_test.py b/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_test.py index 1c73eddc8c9..eadc28328b2 100644 --- a/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_test.py +++ b/src/promptflow/tests/sdk_cli_test/e2etests/test_flow_test.py @@ -33,8 +33,14 @@ def test_pf_test_flow(self): result = _client.test(flow=f"{FLOWS_DIR}/web_classification") assert all([key in FLOW_RESULT_KEYS for key in result]) - @pytest.mark.skip("TODO: need to fix random pacakge not found error") def test_pf_test_flow_with_custom_strong_type_connection(self, install_custom_tool_pkg): + # Need to reload pkg_resources to get the latest installed tools + import importlib + + import pkg_resources + + importlib.reload(pkg_resources) + inputs = {"text": "Hello World!"} flow_path = Path(f"{FLOWS_DIR}/custom_strong_type_connection_basic_flow").absolute() @@ -43,7 +49,7 @@ def test_pf_test_flow_with_custom_strong_type_connection(self, install_custom_to assert result == {"out": "connection_value is MyFirstConnection: True"} # Test that connection - result = _client.test(flow=flow_path, inputs=inputs, node="My_Second_Tool_usi3") + result = _client.test(flow=flow_path, inputs={"input_text": "Hello World!"}, node="My_Second_Tool_usi3") assert result == "Hello World!This is my first custom connection." def test_pf_test_with_streaming_output(self): diff --git a/src/promptflow/tests/sdk_cli_test/unittests/test_utils.py b/src/promptflow/tests/sdk_cli_test/unittests/test_utils.py index 35e6f33a0c6..c3104b06330 100644 --- a/src/promptflow/tests/sdk_cli_test/unittests/test_utils.py +++ b/src/promptflow/tests/sdk_cli_test/unittests/test_utils.py @@ -7,6 +7,7 @@ import shutil import sys import tempfile +import threading from pathlib import Path from unittest.mock import patch @@ -27,6 +28,7 @@ decrypt_secret_value, encrypt_secret_value, generate_flow_tools_json, + refresh_connections_dir, resolve_connections_environment_variable_reference, snake_to_camel, ) @@ -131,6 +133,19 @@ def test_generate_connections_dir(self, python_path, env_hash): result = _generate_connections_dir() assert result == expected_result + @pytest.mark.parametrize("concurrent_count", [1, 2, 4, 8]) + def test_concurrent_execution_of_refresh_connections_dir(self, concurrent_count): + threads = [] + + # Create and start threads + for _ in range(concurrent_count): + thread = threading.Thread(target=refresh_connections_dir, args={None, None}) + thread.start() + threads.append(thread) + + for thread in threads: + thread.join() + @pytest.mark.unittest class TestCLIUtils: From 793794b9bafcfe2a43d12000f6640e8e34ef1dd2 Mon Sep 17 00:00:00 2001 From: Yao <46446115+16oeahr@users.noreply.github.com> Date: Mon, 9 Oct 2023 16:45:31 +0800 Subject: [PATCH 24/26] Refine type check for is_custom_strong_type (#676) # Description Refine the type check for is_custom_strong_type static method as a follow-up to this pull request: https://github.com/microsoft/promptflow/pull/649 For generic type annotations like list[str], tuple[str, int], dict[str, typing.Any] would be types.GenericAlias so return False. For other types that would be passed to issubclass to check if it is the subclass of CustomStrongTypeConnection. The try-except block is still kept since it cannot be confidently removed due to the uncertainty of TypeError that may occur. TypeError is not expected to happen, but if it does, we will log it for debugging and return False. Apart from ut, e2e flow test using below script can pass: ``` def test(self): from promptflow._sdk._pf_client import PFClient client = PFClient() client.flows.test(flow=r"D:\proj\github\ms\promptflow\examples\flows\standard\gen-docstring") ``` ![image](https://github.com/microsoft/promptflow/assets/46446115/dd47eb2a-f935-4793-b1a8-6159ccf07dae) --------- Co-authored-by: yalu4 --- src/promptflow/promptflow/contracts/tool.py | 27 ++++++++-- .../executor/unittests/contracts/test_tool.py | 54 +++++++++++++++++++ 2 files changed, 76 insertions(+), 5 deletions(-) create mode 100644 src/promptflow/tests/executor/unittests/contracts/test_tool.py diff --git a/src/promptflow/promptflow/contracts/tool.py b/src/promptflow/promptflow/contracts/tool.py index 8ac80e5669b..f492136c77c 100644 --- a/src/promptflow/promptflow/contracts/tool.py +++ b/src/promptflow/promptflow/contracts/tool.py @@ -3,15 +3,18 @@ # --------------------------------------------------------- import json +import logging +import types from dataclasses import asdict, dataclass from enum import Enum from typing import Any, Dict, List, Optional, Type, TypeVar from promptflow._constants import CONNECTION_NAME_PROPERTY -from .types import FilePath, PromptTemplate, Secret from .multimedia import Image +from .types import FilePath, PromptTemplate, Secret +logger = logging.getLogger(__name__) T = TypeVar("T", bound="Enum") @@ -185,14 +188,28 @@ def is_connection_value(val: Any) -> bool: return val in connections.values() or ConnectionType.is_custom_strong_type(val) @staticmethod - def is_custom_strong_type(val): - """Check if the given value is a custom strong type connection.""" + def is_custom_strong_type(val: Any) -> bool: + """Check if the given value is a custom strong type connection. + + :param val: The value to check + :type val: Any + :return: Whether the given value is a custom strong type + :rtype: bool + """ + from promptflow._sdk.entities import CustomStrongTypeConnection - # TODO: replace the hotfix "try-except" with a more graceful solution." + val = type(val) if not isinstance(val, type) else val + # Check for instances of GenericAlias (for parameterized generic types like list[str]) + if isinstance(val, types.GenericAlias): + return False + try: return issubclass(val, CustomStrongTypeConnection) - except Exception: + except TypeError as e: + # TypeError is not expected to happen, but if it does, we will log it for debugging and return False. + # The try-except block cannot be confidently removed due to the uncertainty of TypeError that may occur. + logger.warning(f"Failed to check if {val} is a custom strong type: {e}") return False @staticmethod diff --git a/src/promptflow/tests/executor/unittests/contracts/test_tool.py b/src/promptflow/tests/executor/unittests/contracts/test_tool.py new file mode 100644 index 00000000000..815e2223bce --- /dev/null +++ b/src/promptflow/tests/executor/unittests/contracts/test_tool.py @@ -0,0 +1,54 @@ +from typing import Any, Callable, NewType, Optional, Tuple, TypeVar, Union + +import pytest + +from promptflow._sdk.entities import CustomStrongTypeConnection +from promptflow.contracts.tool import ConnectionType + + +class MyConnection(CustomStrongTypeConnection): + pass + + +my_connection = MyConnection(name="my_connection", secrets={"key": "value"}) + + +def some_function(): + pass + + +@pytest.mark.unittest +class TestToolContract: + @pytest.mark.parametrize( + "val, expected_res", + [ + (my_connection, True), + (MyConnection, True), + (list, False), + (list[str], False), + (list[int], False), + ([1, 2, 3], False), + (float, False), + (int, False), + (5, False), + (str, False), + (some_function, False), + (Union[str, int], False), + # ((int | str), False), # Python 3.10 + (tuple, False), + (tuple[str, int], False), + (Tuple[int, ...], False), + (dict[str, Any], False), + ({"test1": [1, 2, 3], "test2": [4, 5, 6], "test3": [7, 8, 9]}, False), + (Any, False), + (None, False), + (Optional[str], False), + (TypeVar("T"), False), + (TypeVar, False), + (Callable, False), + (Callable[..., Any], False), + (NewType("MyType", int), False), + ], + ) + def test_is_custom_strong_type(self, val, expected_res): + assert ConnectionType.is_custom_strong_type(val) == expected_res From c3899383c12336136a025a5b3288468e36ec37c9 Mon Sep 17 00:00:00 2001 From: Peiwen Gao <111329184+PeiwenGaoMS@users.noreply.github.com> Date: Tue, 10 Oct 2023 11:56:10 +0800 Subject: [PATCH 25/26] [Docs] Add doc for condition flow with activate (#277) # Description - cd `./scripts/docs` - run `.\doc_generation.ps1 -WithReferenceDoc -WarningAsError:$true` - check `./_build/how-to-guides/develop-a-flow/develop-conditional-flow.html` ## Document screenshot ![image](https://github.com/microsoft/promptflow/assets/111329184/8036be62-1973-4c88-8453-b084ddea82c9) ![image](https://github.com/microsoft/promptflow/assets/111329184/646e09fe-002b-49ad-b60d-52e91ff469d3) ![image](https://github.com/microsoft/promptflow/assets/111329184/59690fc0-d50e-4c58-9373-a76027a1ac00) ![image](https://github.com/microsoft/promptflow/assets/111329184/20209e64-8af4-4ad9-b3a5-05c81caeeecc) ![image](https://github.com/microsoft/promptflow/assets/111329184/963cd7ac-6002-41cc-8d3f-50b81f499fee) # All Promptflow Contribution checklist: - [x] **The pull request does not introduce [breaking changes]** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [x] **I have read the [contribution guidelines](../CONTRIBUTING.md).** ## General Guidelines and Best Practices - [x] Title of the pull request is clear and informative. - [x] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [x] Pull request includes test coverage for the included changes. --------- Co-authored-by: Peiwen Gao --- .../add-conditional-control-to-a-flow.md | 84 ++++++++++++++++++ docs/how-to-guides/index.md | 1 + docs/how-to-guides/init-and-test-a-flow.md | 2 +- docs/how-to-guides/quick-start.md | 7 +- docs/index.md | 7 +- .../activate_config.png | Bin 0 -> 23544 bytes .../activate_when_bypassed.png | Bin 0 -> 56674 bytes .../bypassed_nodes.png | Bin 0 -> 45279 bytes .../dependencies_bypassed.png | Bin 0 -> 49958 bytes .../output_bypassed.png | Bin 0 -> 38973 bytes .../provide_default_value.png | Bin 0 -> 52139 bytes .../visual_editor.png | Bin 0 -> 20053 bytes 12 files changed, 93 insertions(+), 8 deletions(-) create mode 100644 docs/how-to-guides/add-conditional-control-to-a-flow.md create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/activate_config.png create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/activate_when_bypassed.png create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/bypassed_nodes.png create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/dependencies_bypassed.png create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/output_bypassed.png create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/provide_default_value.png create mode 100644 docs/media/how-to-guides/conditional-flow-with-activate/visual_editor.png diff --git a/docs/how-to-guides/add-conditional-control-to-a-flow.md b/docs/how-to-guides/add-conditional-control-to-a-flow.md new file mode 100644 index 00000000000..369a305dc19 --- /dev/null +++ b/docs/how-to-guides/add-conditional-control-to-a-flow.md @@ -0,0 +1,84 @@ +# Add conditional control to a flow + +:::{admonition} Experimental feature +This is an experimental feature, and may change at any time. Learn [more](faq.md#stable-vs-experimental). +::: + +In Prompt flow, we support control logic by activate config, like if-else, switch. Activate config enables conditional execution of nodes within your flow, ensuring that specific actions are taken only when the specified conditions are met. + +This guide will help you learn how to use activate config to add conditional control to your flow. + +## Prerequisites + +Please ensure that your promptflow version is greater than `0.1.0b5`. + +## Usage + +Each node in your flow can have an associated activate config, specifying when it should execute and when it should bypass. If a node has activate config, it will only be executed when the activate condition is met. The configuration consists of two essential components: +- `activate.when`: The condition that triggers the execution of the node. It can be based on the outputs of a previous node, or the inputs of the flow. +- `activate.is`: The condition's value, which can be a constant value of string, boolean, integer, double. + +You can manually change the flow.dag.yaml in the flow folder or use the visual editor in VS Code Extension to add activate config to nodes in the flow. + +::::{tab-set} +:::{tab-item} YAML +:sync: YAML + +You can add activate config in the node section of flow yaml. +```yaml +activate: + when: ${node.output} + is: true +``` + +::: + +:::{tab-item} VS Code Extension +:sync: VS Code Extension + +- Click `Visual editor` in the flow.dag.yaml to enter the flow interface. +![visual_editor](../media/how-to-guides/conditional-flow-with-activate/visual_editor.png) + +- Click on the `Activation config` section in the node you want to add and fill in the values for "when" and "is". +![activate_config](../media/how-to-guides/conditional-flow-with-activate/activate_config.png) + +::: + +:::: + +### Further details and important notes +1. If the node using the python tool has an input that references a node that may be bypassed, please provide a default value for this input. This helps prevent errors in the current node due to missing parameters. + + ![provide_default_value](../media/how-to-guides/conditional-flow-with-activate/provide_default_value.png) + +2. Please avoid directly connecting nodes that might be bypassed to the flow's outputs. This can lead to flow failures due to a lack of valid values on the flow output. + + ![output_bypassed](../media/how-to-guides/conditional-flow-with-activate/output_bypassed.png) + +3. In a conditional flow, if a node is bypassed, it status will be marked as `Bypassed`, as shown in the figure below. There are three situations in which the node will be bypassed. + ![bypassed_nodes](../media/how-to-guides/conditional-flow-with-activate/bypassed_nodes.png) + + + (1) If a node has activate config and the value of `activate.when` is equals to `activate.is`, it will be bypassed. + + (2) If a node has activate config and the node pointed to by `activate.when` is bypassed, it will be bypassed. + + ![activate_when_bypassed](../media/how-to-guides/conditional-flow-with-activate/activate_when_bypassed.png) + + (3) If a node does not have activate config but depends on other nodes that have been bypassed, it will be bypassed. + + ![dependencies_bypassed](../media/how-to-guides/conditional-flow-with-activate/dependencies_bypassed.png) + + + +## Example flow + +Let's illustrate how to use activate config with practical examples. + +- If-Else scenario: Learn how to develop a conditional flow for if-else scenarios. [View Example](https://github.com/microsoft/promptflow/tree/main/examples/flows/standard/conditional-flow-for-if-else) +- Switch scenario: Explore conditional flow for switch scenarios. [View Example](https://github.com/microsoft/promptflow/tree/main/examples/flows/standard/conditional-flow-for-switch) + + +## Next steps + +- [Run and evaluate a flow](./run-and-evaluate-a-flow.md) diff --git a/docs/how-to-guides/index.md b/docs/how-to-guides/index.md index 32cd01d1a67..81ae45bb1f6 100644 --- a/docs/how-to-guides/index.md +++ b/docs/how-to-guides/index.md @@ -7,6 +7,7 @@ Simple and short articles grouped by topics, each introduces a core feature of p develop-a-flow/index init-and-test-a-flow +add-conditional-control-to-a-flow run-and-evaluate-a-flow tune-prompts-with-variants deploy-a-flow/index diff --git a/docs/how-to-guides/init-and-test-a-flow.md b/docs/how-to-guides/init-and-test-a-flow.md index 4adb255a1ea..e5c5a751f04 100644 --- a/docs/how-to-guides/init-and-test-a-flow.md +++ b/docs/how-to-guides/init-and-test-a-flow.md @@ -294,4 +294,4 @@ Break points and debugging functionalities for the Python steps in your flow. Ju ## Next steps -- [Run and evaluate a flow](./run-and-evaluate-a-flow.md) \ No newline at end of file +- [Add conditional control to a flow](./add-conditional-control-to-a-flow.md) \ No newline at end of file diff --git a/docs/how-to-guides/quick-start.md b/docs/how-to-guides/quick-start.md index 40b06d0a9f6..cc8abecbc60 100644 --- a/docs/how-to-guides/quick-start.md +++ b/docs/how-to-guides/quick-start.md @@ -1,6 +1,6 @@ # Quick Start -This guide will walk you through the fist step using of prompt flow code-first experience. +This guide will walk you through the fist step using of prompt flow code-first experience. **Prerequisite** - To make the most of this tutorial, you'll need: @@ -87,12 +87,10 @@ _Note: Prompt flow VS Code Extension is highly recommended for flow development 3. Select python interpreter ![vscode](../media/how-to-guides/quick-start/vs_code_interpreter_0.png) - ![vscode](../media/how-to-guides/quick-start/vs_code_interpreter_1.png) 2. Open dag in vscode. You can open the `flow.dag.yaml` as yaml file, or you can also open it in `visual editor`. - ![vscode](../media/how-to-guides/quick-start/vs_code_dag_0.png) ## Develop and test your flow @@ -116,7 +114,7 @@ See more details of this topic in [Develop a flow](./develop-a-flow/index.md). The [`connection`](../concepts/concept-connections.md) helps securely store and manage secret keys or other sensitive credentials required for interacting with LLM and other external tools for example Azure Content Safety. -The sample flow [web-classification](https://github.com/microsoft/promptflow/tree/main/examples/flows/standard/web-classification) uses connection `open_ai_connection` inside, e.g. `classify_with_llm` node needs to talk to `llm` using the connection. +The sample flow [web-classification](https://github.com/microsoft/promptflow/tree/main/examples/flows/standard/web-classification) uses connection `open_ai_connection` inside, e.g. `classify_with_llm` node needs to talk to `llm` using the connection. We need to set up the connection if we haven't added it before. Once created, the connection will be stored in local db and can be used in any flow. @@ -286,6 +284,7 @@ See more details of this topic in [Initialize and test a flow](./init-and-test-a Learn more on how to: - [Develop a flow](./develop-a-flow/index.md): details on how to develop a flow by writing a flow yaml from scratch. - [Initialize and test a flow](./init-and-test-a-flow.md): details on how develop a flow from scratch or existing code. +- [Add conditional control to a flow](./add-conditional-control-to-a-flow.md): how to use activate config to add conditional control to a flow. - [Run and evaluate a flow](./run-and-evaluate-a-flow.md): run and evaluate the flow using multi line data file. - [Deploy a flow](./deploy-a-flow/index.md): how to deploy the flow as a web app. - [Manage connections](./manage-connections.md): how to manage the endpoints/secrets information to access external services including LLMs. diff --git a/docs/index.md b/docs/index.md index 7afeb5cd245..ecb6ea58449 100644 --- a/docs/index.md +++ b/docs/index.md @@ -7,11 +7,11 @@ html_theme.sidebar_secondary.remove: true # Prompt flow -[**Prompt flow**](https://github.com/microsoft/promptflow) is a suite of development tools designed to streamline the end-to-end development cycle of LLM-based AI applications, from ideation, prototyping, testing, evaluation to production deployment and monitoring. It makes prompt engineering much easier and enables you to build LLM apps with production quality. +[**Prompt flow**](https://github.com/microsoft/promptflow) is a suite of development tools designed to streamline the end-to-end development cycle of LLM-based AI applications, from ideation, prototyping, testing, evaluation to production deployment and monitoring. It makes prompt engineering much easier and enables you to build LLM apps with production quality. -With prompt flow, you will be able to: +With prompt flow, you will be able to: -- **Create [flows](./concepts/concept-flows.md)** that link [LLMs](./reference/tools-reference/llm-tool.md), [prompts](./reference/tools-reference/prompt-tool.md), [Python](./reference/tools-reference/python-tool.md) code and other [tools](./concepts/concept-tools.md) together in a executable workflow. +- **Create [flows](./concepts/concept-flows.md)** that link [LLMs](./reference/tools-reference/llm-tool.md), [prompts](./reference/tools-reference/prompt-tool.md), [Python](./reference/tools-reference/python-tool.md) code and other [tools](./concepts/concept-tools.md) together in a executable workflow. - **Debug and iterate your flows**, especially the interaction with LLMs with ease. - **Evaluate your flows**, calculate quality and performance metrics with larger datasets. - **Integrate the testing and evaluation into your CI/CD system** to ensure quality of your flow. @@ -40,6 +40,7 @@ This documentation site contains guides for prompt flow [sdk, cli](https://pypi. Articles guide user to complete a specific task in prompt flow.

- [Develop a flow](how-to-guides/develop-a-flow/index.md)
- [Initialize and test a flow](how-to-guides/init-and-test-a-flow.md)
+ - [Add conditional control to a flow](how-to-guides/add-conditional-control-to-a-flow.md)
- [Run and evaluate a flow](how-to-guides/run-and-evaluate-a-flow.md)
- [Tune prompts using variants](how-to-guides/tune-prompts-with-variants.md)
- [Deploy a flow](how-to-guides/deploy-a-flow/index.md)
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z@{R)}qsfmfZ2!Rw5ZT7a-CX+5S@sP!d8{a}^Jv!euhkq!fP^EAiODQ}QODQ}wd2WMab&qE)h1=YDiZ}T@ z@-H7oaE^legSot8{sH}Zy-vSbdKj669LSlkeW>N9vTZ00S3|t|QXx z3@G%P)ipeLTMTqBMHxOU(MNc`t6mtplpe+6>;x94hid)1000Mtk^>}@TB+F9BH%x6 z(la^lA=?IO{k_2)-{wrGlEnCK&2#}YEn2qo}*F* zE@j_~fu5GEVC!=U7|3Br8|Z1Cv+@Od7p~*#q&m>k!ntY3lT+mGFTdr*5YgjT+CYzq zIz`@^4s^PUb`RmnwFIzHZ0<=`(9PcWBEC8aWbTi)-b+?p!>0{kU_2YaV29{&^KGEJ zhp^y_^6`+@o4M6z`rT-+GpL|zrbn?b=Kn5pBdfeIRplMWcRy_H1Hs9A9AFSV)6r0UCOcKIqa)hm;v9TE~1K*MNQeD5#(UnGApgQgz{B@wvx1U1LEjq zb>rHe*qk7Ff_2yRt!awoF;U;EUBS})2GX`@9c}ZV_r*23&S2zu!PcJO7i3NSo|$|4 ze8+N%hqn%8BxyKh&FunjymF4VkY*WEJC>A|mpuU~Ya@yozxazP`S~$})f~W|a3T+j{%R z+|#GA_8`((;O*xue|&f1BczCq6MHa2U=Jn{5fPCcOXNgEL_`!RKEWg+A|j$l@d+jo d5fKqZ>Oa@e>XD Date: Tue, 10 Oct 2023 12:07:57 +0800 Subject: [PATCH 26/26] update promptflow-tools version to 0.1.0b7 (#694) # Description update promptflow-tools version to 0.1.0b7 # All Promptflow Contribution checklist: - [X] **The pull request does not introduce [breaking changes].** - [ ] **CHANGELOG is updated for new features, bug fixes or other significant changes.** - [X] **I have read the [contribution guidelines](../CONTRIBUTING.md).** - [X] **Create an issue and link to the pull request to get dedicated review from promptflow team. Learn more: [suggested workflow](../CONTRIBUTING.md#suggested-workflow).** ## General Guidelines and Best Practices - [X] Title of the pull request is clear and informative. - [X] There are a small number of commits, each of which have an informative message. This means that previously merged commits do not appear in the history of the PR. For more information on cleaning up the commits in your PR, [see this page](https://github.com/Azure/azure-powershell/blob/master/documentation/development-docs/cleaning-up-commits.md). ### Testing Guidelines - [X] Pull request includes test coverage for the included changes. --- src/promptflow-tools/promptflow/version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/promptflow-tools/promptflow/version.txt b/src/promptflow-tools/promptflow/version.txt index e3c3372d4a2..1b6f892c694 100644 --- a/src/promptflow-tools/promptflow/version.txt +++ b/src/promptflow-tools/promptflow/version.txt @@ -1 +1 @@ -VERSION = "0.1.0b6" \ No newline at end of file +VERSION = "0.1.0b7" \ No newline at end of file