chore(test): fix and re-activate integration and unit tests

.github/workflows/pytest-shim.yaml

@@ -38,14 +38,23 @@ permissions:
 # https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/collaborating-on-repositories-with-code-quality-features/troubleshooting-required-status-checks#handling-skipped-but-required-checks
 
 # Abort prior jobs in the same workflow / PR
+
 concurrency:
-  group: pytest-skip-${{ github.ref }}
+  group: pytest-integration-skip-${{ github.ref }}
   cancel-in-progress: true
 
-
 jobs:
   pytest:
     runs-on: ubuntu-latest
+
+    steps:
+      - name: Skipped
+        run: |
+          echo skipped
+
+  integration:
+    runs-on: ubuntu-latest
+
     steps:
       - name: Skipped
         run: |

.github/workflows/pytest.yaml

@@ -1,4 +1,5 @@
 name: pytest
+
 on:
   pull_request:
     types:
@@ -25,15 +26,15 @@ on:
       - "!.gitignore"
       - "!LICENSE"
 
-      # Ignore LFAI-UI things (no Python)
+      # Ignore UI things (no Python)
       - "!src/leapfrogai_ui/**"
       - "!packages/ui/**"
 
 # Declare default permissions as read only.
 permissions: read-all
 
 concurrency:
-  group: pytest-${{ github.ref }}
+  group: pytest-integration-${{ github.ref }}
   cancel-in-progress: true
 
 jobs:
@@ -44,22 +45,109 @@ jobs:
       - name: Checkout Repo
         uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
 
-      - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c #v5.0.0
+      - name: Cache Python Dependencies
+        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        with:
+          path: |
+            ~/.cache/pip
+            **/src/leapfrogai_api
+            **/src/leapfrogai_sdk
+          key: pytest-integration-pip-${{ github.ref }}
+
+      - name: Setup Python
+        uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c #v5.0.0
         with:
-          python-version-file: 'pyproject.toml'
+          python-version-file: "pyproject.toml"
+
+      - name: Install Python Dependencies
+        run: pip install ".[dev]" "src/leapfrogai_api" "src/leapfrogai_sdk"
 
-      - name: Build Repeater
+      - name: Setup Repeater
         env:
-          LOCAL_VERSION: dev
+          LOCAL_VERSION: e2e-test
         run: |
           make docker-repeater
-      - name: Run Repeater
-        run: docker run -p 50051:50051 -d --name=repeater ghcr.io/defenseunicorns/leapfrogai/repeater:dev
+          docker run -p 50051:50051 -d --name=repeater ghcr.io/defenseunicorns/leapfrogai/repeater:$LOCAL_VERSION
+
+      - name: Run Pytest
+        run: make test-api-unit
+        env:
+          LFAI_RUN_REPEATER_TESTS: true
+
+  integration:
+    runs-on: ai-ubuntu-big-boy-8-core
+
+    # If basic unit tests fail, do not run this job
+    needs: pytest
+
+    steps:
+      - name: Checkout Repo
+        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
+
+      - name: Use Cached Python Dependencies
+        uses: actions/cache@0c45773b623bea8c8e75f6c82b208c3cf94ea4f9 # v4.0.2
+        with:
+          path: |
+            ~/.cache/pip
+            **/src/leapfrogai_api
+            **/src/leapfrogai_sdk
+          key: pytest-integration-pip-${{ github.ref }}
+
+      - name: Setup Python
+        uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c #v5.0.0
+        with:
+          python-version-file: "pyproject.toml"
 
       - name: Install Python Deps
         run: pip install ".[dev]" "src/leapfrogai_api" "src/leapfrogai_sdk"
 
-      - name: Run Pytest
-        run: python -m pytest tests/pytest -v
+      - name: Setup Repeater
         env:
-          LFAI_RUN_REPEATER_TESTS: true
+          LOCAL_VERSION: e2e-test
+        run: |
+          make docker-repeater
+          docker run -p 50051:50051 -d --name=repeater ghcr.io/defenseunicorns/leapfrogai/repeater:$LOCAL_VERSION
+
+      - name: Setup UDS Cluster
+        uses: ./.github/actions/uds-cluster
+        with:
+          registry1Username: ${{ secrets.IRON_BANK_ROBOT_USERNAME }}
+          registry1Password: ${{ secrets.IRON_BANK_ROBOT_PASSWORD }}
+          ghToken: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Setup API and Supabase
+        uses: ./.github/actions/lfai-core
+
+      - name: Generate Secrets
+        id: generate_secrets
+        run: |
+          SUPABASE_PASS=$(cat <(openssl rand -base64 32 | tr -dc 'a-zA-Z0-9!@#$%^&*()_+-=[]{}|;:,.<>?' | head -c 20) <(echo '!@1Aa') | fold -w1 | shuf | tr -d '\n')
+          echo "::add-mask::$SUPABASE_PASS"
+          echo "SUPABASE_PASS=$SUPABASE_PASS" >> $GITHUB_OUTPUT
+          SUPABASE_ANON_KEY=$(uds zarf tools kubectl get secret supabase-bootstrap-jwt -n leapfrogai -o jsonpath='{.data.anon-key}' | base64 -d)
+          echo "::add-mask::$SUPABASE_ANON_KEY"
+          echo "SUPABASE_ANON_KEY=$SUPABASE_ANON_KEY" >> $GITHUB_OUTPUT
+
+      - name: Verify Secrets
+        run: |
+          echo "SUPABASE_ANON_KEY is set: ${{ steps.generate_secrets.outputs.SUPABASE_ANON_KEY != '' }}"
+          echo "SUPABASE_PASS is set: ${{ steps.generate_secrets.outputs.SUPABASE_PASS != '' }}"
+
+      - name: Setup Text-Embeddings
+        run: |
+          make build-text-embeddings LOCAL_VERSION=e2e-test
+          docker image prune -af
+          uds zarf package deploy packages/text-embeddings/zarf-package-text-embeddings-amd64-e2e-test.tar.zst -l=trace --confirm
+          rm packages/text-embeddings/zarf-package-text-embeddings-amd64-e2e-test.tar.zst
+
+      - name: Run Integration Tests
+        env:
+          SUPABASE_ANON_KEY: ${{ steps.generate_secrets.outputs.SUPABASE_ANON_KEY }}
+          SUPABASE_PASS: ${{ steps.generate_secrets.outputs.SUPABASE_PASS }}
+          SUPABASE_EMAIL: [email protected]
+          SUPABASE_URL: https://supabase-kong.uds.dev
+          # Turn off NIAH tests that are not applicable for integration testing using the Repeater model
+          LFAI_RUN_NIAH_TESTS: "false"
+        run: |
+          make test-user-pipeline
+          env $(cat .env | xargs) python -m pytest -v -s tests/integration/api

.gitignore

@@ -20,6 +20,8 @@ build/
 **/*.whl
 .model/
 *.gguf
+.env.password
+.env.email
 .env
 .ruff_cache
 .branches

Makefile

@@ -16,7 +16,8 @@ help: ## Display this help information
 		| sort | awk 'BEGIN {FS = ":.*?## "}; \
 		{printf "\033[36m%-30s\033[0m %s\n", $$1, $$2}'
 
-clean: ## Clean up all the things (packages, build dirs, compiled .whl files, python eggs)
+clean: ## Clean up all the things (test artifacts, packages, build dirs, compiled .whl files, python eggs)
+	-rm -rf .env .env.email .env.password .pytest_cache
 	-rm -rf .logs
 	-rm zarf-package-*.tar.zst
 	-rm packages/**/zarf-package-*.tar.zst

packages/repeater/Dockerfile

@@ -26,11 +26,11 @@ ENV PATH="/leapfrogai/.venv/bin:$PATH"
 WORKDIR /leapfrogai
 
 COPY --from=builder /leapfrogai/.venv/ /leapfrogai/.venv/
-
-COPY packages/repeater/repeater.py .
+COPY packages/repeater/main.py .
+COPY packages/repeater/config.yaml .
 
 # Publish port
 EXPOSE 50051:50051
 
 # Run the repeater model
-ENTRYPOINT ["python", "-u", "repeater.py"]
+ENTRYPOINT ["python", "-m", "leapfrogai_sdk.cli", "--app-dir=.", "main:Model"]

packages/repeater/config.yaml

@@ -0,0 +1,14 @@
+# for testing purposes, not actually used by Repeater
+model:
+  source: "."
+max_context_length: 10000000000000
+stop_tokens:
+  - "</s>"
+prompt_format:
+  chat:
+    system: "{}"
+    assistant: "{}"
+    user: "{}"
+defaults:
+  top_p: 1.0
+  top_k: 0

packages/repeater/main.py

@@ -0,0 +1,71 @@
+import logging
+import os
+from typing import Any, AsyncGenerator
+
+from leapfrogai_sdk import (
+    CompletionServiceServicer,
+    EmbeddingsServiceServicer,
+    ChatCompletionServiceServicer,
+    ChatCompletionStreamServiceServicer,
+    AudioServicer,
+    GrpcContext,
+    EmbeddingRequest,
+    EmbeddingResponse,
+    Embedding,
+    AudioRequest,
+    AudioResponse,
+    NameResponse,
+    serve,
+)
+from leapfrogai_sdk.llm import LLM, GenerationConfig
+
+logging.basicConfig(
+    level=os.getenv("LFAI_LOG_LEVEL", logging.INFO),
+    format="%(name)s: %(asctime)s | %(levelname)s | %(filename)s:%(lineno)s >>> %(message)s",
+)
+logger = logging.getLogger(__name__)
+
+
+@LLM
+class Model(
+    CompletionServiceServicer,
+    EmbeddingsServiceServicer,
+    ChatCompletionServiceServicer,
+    ChatCompletionStreamServiceServicer,
+    AudioServicer,
+):
+    async def generate(
+        self, prompt: str, config: GenerationConfig
+    ) -> AsyncGenerator[str, Any]:
+        logger.info("Begin generating streamed response")
+        for char in prompt:
+            yield char  # type: ignore
+        logger.info("Streamed response complete")
+
+    async def count_tokens(self, raw_text: str) -> int:
+        return len(raw_text)
+
+    async def CreateEmbedding(
+        self,
+        request: EmbeddingRequest,
+        context: GrpcContext,
+    ) -> EmbeddingResponse:
+        return EmbeddingResponse(
+            embeddings=[Embedding(embedding=[0.0 for _ in range(10)])]
+        )
+
+    async def Transcribe(
+        self, request: AudioRequest, context: GrpcContext
+    ) -> AudioResponse:
+        return AudioResponse(
+            text="The repeater model received a transcribe request",
+            duration=1,
+            language="en",
+        )
+
+    async def Name(self, request, context):
+        return NameResponse(name="repeater")
+
+
+if __name__ == "__main__":
+    serve(Model())