feat: Ingest DCAS Farmer Registry data with batch processing

django_project/gap/ingestor/farm_registry.py

@@ -98,6 +98,8 @@
 class DCASFarmRegistryIngestor(BaseIngestor):
     """Ingestor for DCAS Farmer Registry data."""
 
+    BATCH_SIZE = 100000
+
     def __init__(self, session: IngestorSession, working_dir='/tmp'):
         """Initialize the ingestor with session and working directory.
 
@@ -114,6 +116,16 @@
         # Placeholder for the group created during this session
         self.group = None
 
+        self.farm_list = []
+        self.registry_list = []
+        # Initialize lookup dictionaries
+        self.crop_lookup = {
+            c.name.lower(): c for c in Crop.objects.all()
+        }
+        self.stage_lookup = {
+            s.name.lower(): s for s in CropStageType.objects.all()
+        }
+
     def _extract_zip_file(self):
         """Extract the ZIP file to a temporary directory."""
         dir_path = os.path.join(self.working_dir, str(uuid.uuid4()))
@@ -134,7 +146,10 @@
 
     def _create_registry_group(self):
         """Create a new FarmRegistryGroup."""
+        group_name = "farm_registry_" + \
+            datetime.now(timezone.utc).strftime('%Y-%m-%d %H:%M')
         self.group = self.group_model.objects.create(
+            name=group_name,
             date_time=datetime.now(timezone.utc),
             is_latest=True
         )
@@ -153,52 +168,111 @@
         logger.error(f"Invalid date format: {date_str}")
         return None  # Return None for invalid dates
 
+    def _bulk_insert_farms_and_registries(self):
+        """Bulk insert Farms first, then FarmRegistry."""
+        if not self.farm_list:
+            return
+
+        try:
+            with transaction.atomic():  # Ensure database consistency
+                # Step 1: Bulk insert farms and retrieve saved instances
+                Farm.objects.bulk_create(
+                    [Farm(**data) for data in self.farm_list],
+                    ignore_conflicts=True
+                )
+
+                # Step 2: Fetch inserted farms with primary keys
+                farm_map = {
+                    farm.unique_id: farm
+                    for farm in Farm.objects.filter(
+                        unique_id__in=[
+                            data["unique_id"] for data in self.farm_list
+                        ]
+                    )
+                }
+
+                # Step 3: Prepare FarmRegistry objects using mapped farms
+                registries = []
+                for data in self.registry_list:
+                    farm_instance = farm_map.get(data["farm_unique_id"])
+                    if not farm_instance:
+                        continue  # Skip if farm does not exist
+
+                    registries.append(FarmRegistry(
+                        group=data["group"],
+                        farm=farm_instance,
+                        crop=data["crop"],
+                        crop_stage_type=data["crop_stage_type"],
+                        planting_date=data["planting_date"],
+                    ))
+
+                # Step 4: Bulk insert FarmRegistry only if valid records exist
+                if registries:
+                    FarmRegistry.objects.bulk_create(
+                        registries, ignore_conflicts=True
+                    )
+
+                # Clear batch lists
+                self.farm_list.clear()
+                self.registry_list.clear()
+
+        except Exception as e:
+            logger.error(f"Bulk insert failed due to {e}")
+            self.session.status = IngestorSessionStatus.FAILED
+            self.session.notes = str(e)
+            self.session.save()
 
     def _process_row(self, row):
-        """Process a single row from the input file."""
+        """Process a single row from the CSV file."""
         try:
-            # Parse latitude and longitude to create a geometry point
             latitude = float(row[Keys.FINAL_LATITUDE])
             longitude = float(row[Keys.FINAL_LONGITUDE])
             point = Point(x=longitude, y=latitude, srid=4326)
 
-            # get crop and stage type
             crop_key = Keys.get_crop_key(row)
-            crop_with_stage = row[crop_key].lower().split('_')
-            crop, _ = Crop.objects.get_or_create(
-                name__iexact=crop_with_stage[0],
-                defaults={
-                    'name': crop_with_stage[0].title()
-                }
-            )
-            stage_type = CropStageType.objects.get(
-                Q(name__iexact=crop_with_stage[1]) |
-                Q(alias__iexact=crop_with_stage[1])
-            )
+            crop_name = row[crop_key].lower().split('_')[0]
 
-            # Parse planting date dynamically
-            planting_date_key = Keys.get_planting_date_key(row)
-            planting_date = self._parse_planting_date(row[planting_date_key])
+            crop = self.crop_lookup.get(crop_name)
+            if not crop:
+                crop, _ = Crop.objects.get_or_create(name__iexact=crop_name)
+                self.crop_lookup[crop_name] = crop
 
-            # Get or create the Farm instance
-            farmer_id_key = Keys.get_farm_id_key(row)
-            farm, _ = Farm.objects.get_or_create(
-                unique_id=row[farmer_id_key].strip(),
-                defaults={
-                    'geometry': point,
-                    'crop': crop
-                }
+            stage_type = self.stage_lookup.get(
+                row[crop_key].lower().split('_')[1]
             )
+            if not stage_type:
+                stage_type = CropStageType.objects.filter(
+                    Q(name__iexact=row[crop_key]) | Q(
+                        alias__iexact=row[crop_key])
+                ).first()
+                self.stage_lookup[row[crop_key]] = stage_type
 
-            # Create the FarmRegistry entry
-            FarmRegistry.objects.update_or_create(
-                group=self.group,
-                farm=farm,
-                crop=crop,
-                crop_stage_type=stage_type,
-                planting_date=planting_date,
+            farmer_id_key = Keys.get_farm_id_key(row)
+            # Store farm data as a dictionary
+            farm_data = {
+                "unique_id": row[farmer_id_key].strip(),
+                "geometry": point,
+                "crop": crop
+            }
+            self.farm_list.append(farm_data)
+
+            planting_date = self._parse_planting_date(
+                row[Keys.get_planting_date_key(row)]
             )
 
+            registry_data = {
+                "group": self.group,
+                "farm_unique_id": row[farmer_id_key].strip(),
+                "crop": crop,
+                "crop_stage_type": stage_type,
+                "planting_date": planting_date,
+            }
+            self.registry_list.append(registry_data)
+
+            # Batch process every BATCH_SIZE records
+            if len(self.farm_list) >= self.BATCH_SIZE:
+                self._bulk_insert_farms_and_registries()
+
         except Exception as e:
             logger.error(f"Error processing row: {row} - {e}")
 
@@ -254,5 +328,18 @@
         dir_path = self._extract_zip_file()
         try:
             self._run(dir_path)
+
+            # Final batch insert (ensures all remaining farms are inserted)
+            if self.farm_list:
+                self._bulk_insert_farms_and_registries()
+
+            # If no errors occurred in `_run()`, mark as SUCCESS
+            if self.session.status != IngestorSessionStatus.FAILED:
+                self.session.status = IngestorSessionStatus.SUCCESS
+        except Exception as e:
+            self.session.status = IngestorSessionStatus.FAILED
+            self.session.notes = str(e)
         finally:
             shutil.rmtree(dir_path)
+            self.session.end_at = datetime.now(timezone.utc)
+            self.session.save()

django_project/gap/tests/ingestor/test_farm_registry.py

@@ -8,11 +8,12 @@
 import os
 import logging
 import unittest
+from unittest.mock import patch
 from datetime import date
 from django.core.files.uploadedfile import SimpleUploadedFile
 from django.test import TestCase
 from gap.models import (
-    Farm, Crop, FarmRegistry, FarmRegistryGroup,
+    Farm, FarmRegistry, FarmRegistryGroup,
     IngestorSession, IngestorSessionStatus
 )
 from gap.ingestor.farm_registry import (
@@ -46,26 +47,26 @@ def setUp(self):
             'farm_registry',
             'test_farm_registry.zip'  # Pre-existing ZIP file
         )
-
-    def test_successful_ingestion(self):
-        """Test successful ingestion of farmer registry data."""
         with open(self.test_zip_path, 'rb') as _file:
-            test_file = SimpleUploadedFile(_file.name, _file.read())
+            self.test_file = SimpleUploadedFile(_file.name, _file.read())
 
-        session = IngestorSession.objects.create(
-            file=test_file,
+        self.session = IngestorSession.objects.create(
+            file=self.test_file,
             ingestor_type='Farm Registry',
             trigger_task=False
         )
 
-        ingestor = DCASFarmRegistryIngestor(session)
-        ingestor.run()
+        self.ingestor = DCASFarmRegistryIngestor(self.session)
+
+    def test_successful_ingestion(self):
+        """Test successful ingestion of farmer registry data."""
+        self.ingestor.run()
 
         # Verify session status
-        session.refresh_from_db()
-        print(session.status, session.notes)
+        self.session.refresh_from_db()
+        print(self.session.status, self.session.notes)
         self.assertEqual(
-            session.status,
+            self.session.status,
             IngestorSessionStatus.SUCCESS,
             "Session status should be SUCCESS."
         )
@@ -84,9 +85,47 @@ def test_successful_ingestion(self):
         self.assertEqual(farm.geometry.x, 36.8219)
         self.assertEqual(farm.geometry.y, -1.2921)
 
-        # Verify Crop details
-        crop = Crop.objects.get(name='Maize')
-        self.assertIsNotNone(crop)
+    def test_bulk_insert_with_empty_farm_list(self):
+        """Test `_bulk_insert_farms_and_registries()`."""
+        # Ensure farm_list is empty
+        self.ingestor.farm_list = []
+
+        # Patch bulk_create to ensure it does NOT get called
+        with patch("gap.models.Farm.objects.bulk_create") as mock_bulk_create:
+            self.ingestor._bulk_insert_farms_and_registries()
+
+            # Assert bulk_create was NEVER called
+            mock_bulk_create.assert_not_called()
+
+    @patch(
+        "gap.ingestor.farm_registry.DCASFarmRegistryIngestor._run",
+        side_effect=Exception("Fatal error")
+    )
+    def test_run_failure_sets_failed_status(self, mock_run):
+        """Ensure session status is marked as FAILED."""
+        self.ingestor.run()
+
+        # Refresh session and check status
+        self.session.refresh_from_db()
+        self.assertEqual(self.session.status, IngestorSessionStatus.FAILED)
+        self.assertIn("Fatal error", self.session.notes)
+
+    def test_stage_lookup_population(self):
+        """Ensure `_process_row` correctly updates `stage_lookup`."""
+        # Create a CropStageType instance
+        row = {
+            'CropName': 'Maize_Mid',
+            'FarmerId': 'F100',
+            'FinalLatitude': '36.8219',
+            'FinalLongitude': '-1.2921',
+            'PlantingDate': '2024-01-01'
+        }
+
+        self.ingestor._process_row(row)
+
+        # Ensure that the crop stage type is added to stage_lookup
+        crop_stage_key = "mid"
+        self.assertIn(crop_stage_key, self.ingestor.stage_lookup)
 
 
 class TestKeysStaticMethods(unittest.TestCase):
@@ -97,7 +136,7 @@ def test_get_crop_key(self):
         self.assertEqual(
             Keys.get_crop_key({'CropName': 'Maize'}), 'CropName')
         self.assertEqual(
-            Keys.get_crop_key({'crop': 'Wheat'}), 'crop')
+            Keys.get_crop_key({'crop': 'Cassava'}), 'crop')
         with self.assertRaises(KeyError):
             Keys.get_crop_key({'wrong_key': 'Soybean'})