Fix #14764: Profiler make compute metric configurable (#14791)

ingestion/src/metadata/profiler/processor/core.py

@@ -53,6 +53,7 @@ from metadata.profiler.metrics.static.row_count import RowCount
 from metadata.profiler.orm.registry import NOT_COMPUTE
 from metadata.profiler.processor.sample_data_handler import upload_sample_data
 from metadata.utils.constants import SAMPLE_DATA_DEFAULT_COUNT
+from metadata.utils.helpers import calculate_execution_time
 from metadata.utils.logger import profiler_logger
 
 logger = profiler_logger()
@@ -91,6 +92,7 @@ class Profiler(Generic[TMetric]):
         """
 
         self.profiler_interface = profiler_interface
+        self.source_config = self.profiler_interface.source_config
         self.include_columns = include_columns
         self.exclude_columns = exclude_columns
         self._metrics = metrics
@@ -518,27 +520,27 @@ class Profiler(Generic[TMetric]):
 
         return self
 
-    def process(
+    def process(self) -> ProfilerResponse:
-        self,
-        generate_sample_data: Optional[bool],
-    ) -> ProfilerResponse:
         """
         Given a table, we will prepare the profiler for
         all its columns and return all the run profilers
         in a Dict in the shape {col_name: Profiler}
         """
-        logger.debug(
-            f"Computing profile metrics for {self.profiler_interface.table_entity.fullyQualifiedName.__root__}..."
-        )
 
-        self.compute_metrics()
+        if self.source_config.computeMetrics:
-        if generate_sample_data:
+            logger.debug(
+                f"Computing profile metrics for {self.profiler_interface.table_entity.fullyQualifiedName.__root__}..."
+            )
+            self.compute_metrics()
+
+        if self.source_config.generateSampleData:
             sample_data = self.generate_sample_data()
         else:
             sample_data = None
 
         profile = self.get_profile()
-        self._check_profile_and_handle(profile)
+        if self.source_config.computeMetrics:
+            self._check_profile_and_handle(profile)
 
         table_profile = ProfilerResponse(
             table=self.profiler_interface.table_entity,
@@ -548,6 +550,7 @@ class Profiler(Generic[TMetric]):
 
         return table_profile
 
+    @calculate_execution_time
     def generate_sample_data(self) -> Optional[TableData]:
         """Fetch and ingest sample data
 

ingestion/src/metadata/profiler/processor/processor.py

@@ -58,9 +58,7 @@ class ProfilerProcessor(Processor):
         )
 
         try:
-            profile: ProfilerResponse = profiler_runner.process(
+            profile: ProfilerResponse = profiler_runner.process()
-                self.source_config.generateSampleData,
-            )
         except Exception as exc:
             self.status.failed(
                 StackTraceError(

openmetadata-spec/src/main/resources/json/schema/metadataIngestion/databaseServiceProfilerPipeline.json

@@ -67,6 +67,12 @@
       "default": true,
       "title": "Generate Sample Data"
     },
+    "computeMetrics": {
+      "description": "Option to turn on/off computing profiler metrics.",
+      "type": "boolean",
+      "default": true,
+      "title": "Compute Metrics"
+    },
     "sampleDataCount": {
       "description": "Number of row of sample data to be generated",
       "type": "integer",