refactor variable names to be more generic and add integration tests

backend/src/api/index_configuration.py

@@ -3,16 +3,15 @@
 
 import inspect
 import os
-import shutil
 import traceback
 
+import graphrag.api as api
 import yaml
 from fastapi import (
     APIRouter,
     HTTPException,
 )
-from fastapi.responses import StreamingResponse
+from graphrag.config.create_graphrag_config import create_graphrag_config
-from graphrag.prompt_tune.cli import prompt_tune as generate_fine_tune_prompts
 
 from src.api.azure_clients import AzureClientManager
 from src.api.common import (
@@ -27,7 +26,7 @@ index_configuration_route = APIRouter(
 
 @index_configuration_route.get(
     "/prompts",
-    summary="Generate graphrag prompts from user-provided data.",
+    summary="Generate prompts from user-provided data.",
     description="Generating custom prompts from user-provided data may take several minutes to run based on the amount of data used.",
 )
 async def generate_prompts(storage_name: str, limit: int = 5):
@@ -44,29 +43,23 @@ async def generate_prompts(storage_name: str, limit: int = 5):
             status_code=500,
             detail=f"Data container '{storage_name}' does not exist.",
         )
+
+    # load pipeline configuration file (settings.yaml) for input data and other settings
     this_directory = os.path.dirname(
         os.path.abspath(inspect.getfile(inspect.currentframe()))
     )
-
-    # write custom settings.yaml to a file and store in a temporary directory
     data = yaml.safe_load(open(f"{this_directory}/pipeline-settings.yaml"))
     data["input"]["container_name"] = sanitized_storage_name
-    temp_dir = f"/tmp/{sanitized_storage_name}_prompt_tuning"
+    graphrag_config = create_graphrag_config(values=data, root_dir=".")
-    shutil.rmtree(temp_dir, ignore_errors=True)
-    os.makedirs(temp_dir, exist_ok=True)
-    with open(f"{temp_dir}/settings.yaml", "w") as f:
-        yaml.dump(data, f, default_flow_style=False)
 
     # generate prompts
     try:
-        await generate_fine_tune_prompts(
+        # NOTE: we need to call api.generate_indexing_prompts
-            config=f"{temp_dir}/settings.yaml",
+        prompts: tuple[str, str, str] = await api.generate_indexing_prompts(
-            root=temp_dir,
+            config=graphrag_config,
-            domain="",
+            root=".",
-            selection_method="random",
             limit=limit,
-            skip_entity_types=True,
+            selection_method="random",
-            output=f"{temp_dir}/prompts",
         )
     except Exception as e:
         logger = LoggerSingleton().get_instance()
@@ -84,14 +77,9 @@ async def generate_prompts(storage_name: str, limit: int = 5):
             detail=f"Error generating prompts for data in '{storage_name}'. Please try a lower limit.",
         )
 
-    # zip up the generated prompt files and return the zip file
+    content = {
-    temp_archive = (
+        "entity_extraction_prompt": prompts[0],
-        f"{temp_dir}/prompts"  # will become a zip file with the name prompts.zip
+        "entity_summarization_prompt": prompts[1],
-    )
+        "community_summarization_prompt": prompts[2],
-    shutil.make_archive(temp_archive, "zip", root_dir=temp_dir, base_dir="prompts")
+    }
-
+    return content  # return a fastapi.responses.JSONResponse object
-    def iterfile(file_path: str):
-        with open(file_path, mode="rb") as file_like:
-            yield from file_like
-
-    return StreamingResponse(iterfile(f"{temp_archive}.zip"))

backend/tests/integration/test_utils_pipeline.py

@@ -42,7 +42,9 @@ def cosmos_index_job_entry(cosmos_client) -> Generator[str, None, None]:
 
 
 def test_pipeline_job_interface(cosmos_index_job_entry):
+    """Test the src.utils.pipeline.PipelineJob class interface."""
     pipeline_job = PipelineJob()
+
     # test creating a new entry
     pipeline_job.create_item(
         id="synthetic_id",
@@ -69,3 +71,36 @@ def test_pipeline_job_interface(cosmos_index_job_entry):
     assert pipeline_job.status == PipelineJobState.COMPLETE
     assert pipeline_job.percent_complete == 50.0
     assert pipeline_job.progress == "some progress"
+    assert pipeline_job.calculate_percent_complete() == 50.0
+
+    # test setters and getters
+    pipeline_job.id = "newID"
+    assert pipeline_job.id == "newID"
+    pipeline_job.epoch_request_time = 1
+    assert pipeline_job.epoch_request_time == 1
+
+    pipeline_job.human_readable_index_name = "new_human_readable_index_name"
+    assert pipeline_job.human_readable_index_name == "new_human_readable_index_name"
+    pipeline_job.sanitized_index_name = "new_sanitized_index_name"
+    assert pipeline_job.sanitized_index_name == "new_sanitized_index_name"
+
+    pipeline_job.human_readable_storage_name = "new_human_readable_storage_name"
+    assert pipeline_job.human_readable_storage_name == "new_human_readable_storage_name"
+    pipeline_job.sanitized_storage_name = "new_sanitized_storage_name"
+    assert pipeline_job.sanitized_storage_name == "new_sanitized_storage_name"
+
+    pipeline_job.entity_extraction_prompt = "new_entity_extraction_prompt"
+    assert pipeline_job.entity_extraction_prompt == "new_entity_extraction_prompt"
+    pipeline_job.community_report_prompt = "new_community_report_prompt"
+    assert pipeline_job.community_report_prompt == "new_community_report_prompt"
+    pipeline_job.summarize_descriptions_prompt = "new_summarize_descriptions_prompt"
+    assert pipeline_job.summarize_descriptions_prompt == "new_summarize_descriptions_prompt"
+
+    pipeline_job.all_workflows = ["new_workflow1", "new_workflow2", "new_workflow3"]
+    assert len(pipeline_job.all_workflows) == 3
+
+    pipeline_job.completed_workflows = ["new_workflow1", "new_workflow2"]
+    assert len(pipeline_job.completed_workflows) == 2
+
+    pipeline_job.failed_workflows = ["new_workflow3"]
+    assert len(pipeline_job.failed_workflows) == 1

infra/deploy.sh

@@ -347,12 +347,12 @@ deployAzureResources () {
         --resource-group $RESOURCE_GROUP \
         --template-file ./main.bicep \
         --parameters "resourceBaseName=$RESOURCE_BASE_NAME" \
-        --parameters "graphRagName=$RESOURCE_GROUP" \
+        --parameters "resourceGroupName=$RESOURCE_GROUP" \
         --parameters "apimName=$APIM_NAME" \
         --parameters "apimTier=$APIM_TIER" \
-        --parameters "publisherName=$PUBLISHER_NAME" \
+        --parameters "apiPublisherName=$PUBLISHER_NAME" \
+        --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \
         --parameters "aksSshRsaPublicKey=$SSH_PUBLICKEY" \
-        --parameters "publisherEmail=$PUBLISHER_EMAIL" \
         --parameters "enablePrivateEndpoints=$ENABLE_PRIVATE_ENDPOINTS" \
         --parameters "acrName=$CONTAINER_REGISTRY_NAME" \
         --parameters "deployerPrincipalId=$deployerPrincipalId" \