[Test] Move serving test to core (#2974)

# 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.

---------

Signed-off-by: Brynn Yin <biyi@microsoft.com>

.github/workflows/promptflow-core-test.yml

@@ -43,6 +43,24 @@ jobs:
       - name: generate end-to-end test config from secret
         run: echo '${{ secrets.PF_TRACING_E2E_TEST_CONFIG }}' >> connections.json
         working-directory: ${{ env.WORKING_DIRECTORY }}
+      - name: set test mode
+        run: |
+          echo "PROMPT_FLOW_TEST_MODE=$(if [[ "${{ github.event_name }}" == "pull_request" ]]; then echo replay; else echo live; fi)" >> $GITHUB_ENV
+      - name: Azure login (non pull_request workflow)
+        if: github.event_name != 'pull_request'
+        uses: azure/login@v1
+        with:
+          creds: ${{ secrets.AZURE_CREDENTIALS }}
+      - name: generate live test resources (non pull_request workflow)
+        if: github.event_name != 'pull_request'
+        uses: "./.github/actions/step_generate_configs"
+        with:
+          targetFolder: ${{ env.PROMPTFLOW_DIRECTORY }}
+      - name: generate live test resources (pull_request workflow)
+        if: github.event_name == 'pull_request'
+        working-directory: ${{ env.PROMPTFLOW_DIRECTORY }}
+        run: |
+          cp ${{ github.workspace }}/src/promptflow/dev-connections.json.example ${{ github.workspace }}/src/promptflow/connections.json
       - name: run core tests
         run: poetry run pytest ./tests/core --cov=promptflow --cov-config=pyproject.toml --cov-report=term --cov-report=html --cov-report=xml
         working-directory: ${{ env.WORKING_DIRECTORY }}
@@ -77,6 +95,24 @@ jobs:
           poetry run pip show promptflow-tracing
           poetry run pip show promptflow-core
         working-directory: ${{ env.WORKING_DIRECTORY }}
+      - name: set test mode
+        run: |
+          echo "PROMPT_FLOW_TEST_MODE=$(if [[ "${{ github.event_name }}" == "pull_request" ]]; then echo replay; else echo live; fi)" >> $GITHUB_ENV
+      - name: Azure login (non pull_request workflow)
+        if: github.event_name != 'pull_request'
+        uses: azure/login@v1
+        with:
+          creds: ${{ secrets.AZURE_CREDENTIALS }}
+      - name: generate live test resources (non pull_request workflow)
+        if: github.event_name != 'pull_request'
+        uses: "./.github/actions/step_generate_configs"
+        with:
+          targetFolder: ${{ env.PROMPTFLOW_DIRECTORY }}
+      - name: generate live test resources (pull_request workflow)
+        if: github.event_name == 'pull_request'
+        working-directory: ${{ env.PROMPTFLOW_DIRECTORY }}
+        run: |
+          cp ${{ github.workspace }}/src/promptflow/dev-connections.json.example ${{ github.workspace }}/src/promptflow/connections.json
       - name: run azureml-serving tests
         run: poetry run pytest ./tests/azureml-serving --cov=promptflow --cov-config=pyproject.toml --cov-report=term --cov-report=html --cov-report=xml
         working-directory: ${{ env.WORKING_DIRECTORY }}

src/promptflow-core/pyproject.toml

@@ -77,6 +77,8 @@ promptflow-recording = {path = "../promptflow-recording"}
 pytest = "*"
 pytest-cov = "*"
 pytest-xdist = "*"
+pytest-mock = "*"
+mock = "*"
 
 [build-system]
 requires = [