From 16aca374906decbc42f6b685989146e6826bf0dc Mon Sep 17 00:00:00 2001 From: Vitali Yanushchyk Date: Thu, 31 Oct 2024 05:29:12 -0300 Subject: [PATCH] chg ! config for deduplicationset --- pdm.lock | 1090 ++++++++++------- pyproject.toml | 1 + pytest.ini | 2 +- .../apps/api/admin/config.py | 2 +- .../apps/api/admin/deduplicationset.py | 1 + .../apps/api/deduplication/adapters.py | 12 +- ...distance_threshold_config_name_and_more.py | 37 + .../apps/api/models/__init__.py | 2 +- .../apps/api/models/config.py | 25 + .../apps/api/models/deduplication.py | 17 +- src/hope_dedup_engine/apps/api/serializers.py | 24 +- .../apps/api/utils/config_schema.py | 97 ++ .../apps/core/management/commands/demo.py | 2 +- .../faces/services/duplication_detector.py | 7 +- .../apps/faces/services/image_processor.py | 15 +- tests/api/test_adapters.py | 24 +- tests/api/test_deduplication_set_create.py | 14 +- tests/extras/testutils/factories/api.py | 19 +- tests/faces/conftest.py | 6 +- tests/faces/faces_const.py | 12 +- tests/faces/test_duplication_detector.py | 38 +- tests/faces/test_image_processor.py | 15 +- tests/test_command_demo.py | 36 +- tests/test_commands.py | 3 + 24 files changed, 930 insertions(+), 571 deletions(-) create mode 100644 src/hope_dedup_engine/apps/api/migrations/0009_remove_config_face_distance_threshold_config_name_and_more.py create mode 100644 src/hope_dedup_engine/apps/api/models/config.py create mode 100644 src/hope_dedup_engine/apps/api/utils/config_schema.py diff --git a/pdm.lock b/pdm.lock index ef4cdf81..f9da9675 100644 --- a/pdm.lock +++ b/pdm.lock @@ -5,7 +5,7 @@ groups = ["default", "dev"] strategy = ["inherit_metadata"] lock_version = "4.5.0" -content_hash = "sha256:e929a0f5bde349def56aecf6e2ae3ca3ef6227aa8be9b84f37c520c5af489ed2" +content_hash = "sha256:9ca78853e306e245544b961ba5f90ebef6c59c8021963a029c4713b55197ad80" [[metadata.targets]] requires_python = ">=3.12" @@ -55,7 +55,7 @@ files = [ [[package]] name = "attrs" -version = "23.2.0" +version = "24.2.0" requires_python = ">=3.7" summary = "Classes Without Boilerplate" groups = ["default", "dev"] @@ -63,13 +63,13 @@ dependencies = [ "importlib-metadata; python_version < \"3.8\"", ] files = [ - 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+groups = ["default"] +files = [ + {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"}, + {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"}, ] [[package]] diff --git a/pyproject.toml b/pyproject.toml index 71797b64..9695f876 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,6 +43,7 @@ dependencies = [ "flower>=2.0.1", "setuptools>=74.1.2", "django-smart-env>=0.1.0", + "jsonschema>=4.23.0", ] [build-system] diff --git a/pytest.ini b/pytest.ini index b341c3f2..27917ae9 100644 --- a/pytest.ini +++ b/pytest.ini @@ -34,6 +34,6 @@ markers = python_files=test_*.py filterwarnings = ignore::DeprecationWarning - ignore::django.utils.deprecation.RemovedInDjango51Warning + ignore::django.utils.deprecation.RemovedInDjango60Warning ignore::coverage.exceptions.CoverageWarning ignore::coverage.exceptions.CoverageWarning: diff --git a/src/hope_dedup_engine/apps/api/admin/config.py b/src/hope_dedup_engine/apps/api/admin/config.py index 18d4320f..09769163 100644 --- a/src/hope_dedup_engine/apps/api/admin/config.py +++ b/src/hope_dedup_engine/apps/api/admin/config.py @@ -5,4 +5,4 @@ @register(Config) class ConfigAdmin(ModelAdmin): - pass + list_display = ("name", "settings") diff --git a/src/hope_dedup_engine/apps/api/admin/deduplicationset.py b/src/hope_dedup_engine/apps/api/admin/deduplicationset.py index 1ea3377d..654b8ee5 100644 --- a/src/hope_dedup_engine/apps/api/admin/deduplicationset.py +++ b/src/hope_dedup_engine/apps/api/admin/deduplicationset.py @@ -22,6 +22,7 @@ class DeduplicationSetAdmin(AdminFiltersMixin, ExtraButtonsMixin, ModelAdmin): "name", "reference_pk", "state_value", + "config", "created_at", "updated_at", "deleted", diff --git a/src/hope_dedup_engine/apps/api/deduplication/adapters.py b/src/hope_dedup_engine/apps/api/deduplication/adapters.py index 9deaf9e0..7c72c64f 100644 --- a/src/hope_dedup_engine/apps/api/deduplication/adapters.py +++ b/src/hope_dedup_engine/apps/api/deduplication/adapters.py @@ -1,6 +1,5 @@ from collections.abc import Generator - -from constance import config +from typing import Any from hope_dedup_engine.apps.api.deduplication.registry import DuplicateKeyPair from hope_dedup_engine.apps.api.models import DeduplicationSet @@ -22,13 +21,12 @@ def run(self) -> Generator[DuplicateKeyPair, None, None]: "reference_pk", "filename" ) } - face_distance_threshold: float = ( - self.deduplication_set.config - and self.deduplication_set.config.face_distance_threshold - ) or config.FACE_DISTANCE_THRESHOLD + ds_config: dict[str, Any] = ( + self.deduplication_set.config and self.deduplication_set.config.settings + ) or {} # ignored key pairs are not handled correctly in DuplicationDetector detector = DuplicationDetector( - tuple[str](filename_to_reference_pk.keys()), face_distance_threshold + tuple[str](filename_to_reference_pk.keys()), ds_config ) for first_filename, second_filename, distance in detector.find_duplicates(): yield filename_to_reference_pk[first_filename], filename_to_reference_pk[ diff --git a/src/hope_dedup_engine/apps/api/migrations/0009_remove_config_face_distance_threshold_config_name_and_more.py b/src/hope_dedup_engine/apps/api/migrations/0009_remove_config_face_distance_threshold_config_name_and_more.py new file mode 100644 index 00000000..c10a6017 --- /dev/null +++ b/src/hope_dedup_engine/apps/api/migrations/0009_remove_config_face_distance_threshold_config_name_and_more.py @@ -0,0 +1,37 @@ +# Generated by Django 5.0.7 on 2024-10-31 06:31 + +import django.db.models.deletion +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ("api", "0008_ignoredfilenamepair"), + ] + + operations = [ + migrations.RemoveField( + model_name="config", + name="face_distance_threshold", + ), + migrations.AddField( + model_name="config", + name="name", + field=models.CharField( + blank=True, db_index=True, max_length=128, null=True, unique=True + ), + ), + migrations.AddField( + model_name="config", + name="settings", + field=models.JSONField(blank=True, default=dict, null=True), + ), + migrations.AlterField( + model_name="deduplicationset", + name="config", + field=models.ForeignKey( + null=True, on_delete=django.db.models.deletion.SET_NULL, to="api.config" + ), + ), + ] diff --git a/src/hope_dedup_engine/apps/api/models/__init__.py b/src/hope_dedup_engine/apps/api/models/__init__.py index 3192920e..bfb6a457 100644 --- a/src/hope_dedup_engine/apps/api/models/__init__.py +++ b/src/hope_dedup_engine/apps/api/models/__init__.py @@ -1,6 +1,6 @@ from hope_dedup_engine.apps.api.models.auth import HDEToken # noqa: F401 +from hope_dedup_engine.apps.api.models.config import Config # noqa: F401 from hope_dedup_engine.apps.api.models.deduplication import ( # noqa: F401 - Config, DeduplicationSet, Duplicate, Image, diff --git a/src/hope_dedup_engine/apps/api/models/config.py b/src/hope_dedup_engine/apps/api/models/config.py new file mode 100644 index 00000000..8d5e8120 --- /dev/null +++ b/src/hope_dedup_engine/apps/api/models/config.py @@ -0,0 +1,25 @@ +from django.core.exceptions import ValidationError +from django.db import models + +from jsonschema import ValidationError as JSONSchemaValidationError + +from hope_dedup_engine.apps.api.utils.config_schema import ( + DefaultValidatingValidator, + settings_schema, +) + + +class Config(models.Model): + name = models.CharField( + max_length=128, unique=True, null=True, blank=True, db_index=True + ) + settings = models.JSONField(default=dict, null=True, blank=True) + + def __str__(self) -> str: + return f"{self.name}" if self.name else f"ID: {self.pk}" + + def clean(self) -> None: + try: + DefaultValidatingValidator(settings_schema).validate(self.settings) + except JSONSchemaValidationError as e: + raise ValidationError({"settings": e.message}) diff --git a/src/hope_dedup_engine/apps/api/models/deduplication.py b/src/hope_dedup_engine/apps/api/models/deduplication.py index 8f894515..94113677 100644 --- a/src/hope_dedup_engine/apps/api/models/deduplication.py +++ b/src/hope_dedup_engine/apps/api/models/deduplication.py @@ -2,7 +2,6 @@ from uuid import uuid4 from django.conf import settings -from django.core.validators import MaxValueValidator, MinValueValidator from django.db import models from hope_dedup_engine.apps.api.utils.notification import send_notification @@ -11,20 +10,6 @@ REFERENCE_PK_LENGTH: Final[int] = 100 -class Config(models.Model): - face_distance_threshold = models.FloatField( - null=True, - validators=[MinValueValidator(0.1), MaxValueValidator(1.0)], - ) - - def __str__(self) -> str: - return f"{self.pk}: " + " | ".join( - f"{field.name}: {getattr(self, field.name)}" - for field in self._meta.fields - if field.name not in ("id",) - ) - - class DeduplicationSet(models.Model): """ Bucket for entries we want to deduplicate @@ -69,7 +54,7 @@ class State(models.IntegerChoices): ) updated_at = models.DateTimeField(auto_now=True) notification_url = models.CharField(max_length=255, null=True, blank=True) - config = models.OneToOneField(Config, null=True, on_delete=models.SET_NULL) + config = models.ForeignKey("Config", null=True, on_delete=models.SET_NULL) @property def state(self) -> State: diff --git a/src/hope_dedup_engine/apps/api/serializers.py b/src/hope_dedup_engine/apps/api/serializers.py index c178c7f1..495145a0 100644 --- a/src/hope_dedup_engine/apps/api/serializers.py +++ b/src/hope_dedup_engine/apps/api/serializers.py @@ -1,17 +1,17 @@ from typing import Any +from jsonschema import Draft202012Validator +from jsonschema import ValidationError as JSONSchemaValidationError from rest_framework import serializers -from hope_dedup_engine.apps.api.models import DeduplicationSet +from hope_dedup_engine.apps.api.models import Config, DeduplicationSet from hope_dedup_engine.apps.api.models.deduplication import ( - Config, Duplicate, IgnoredFilenamePair, IgnoredReferencePkPair, Image, ) - -CONFIG = "config" +from hope_dedup_engine.apps.api.utils.config_schema import settings_schema class ConfigSerializer(serializers.ModelSerializer): @@ -19,6 +19,14 @@ class Meta: model = Config exclude = ("id",) + def validate_settings(self, value): + validator = Draft202012Validator(settings_schema) + try: + validator.validate(value) + except JSONSchemaValidationError as e: + raise serializers.ValidationError(f"Settings validation error: {e.message}") + return value + class DeduplicationSetSerializer(serializers.ModelSerializer): state = serializers.CharField(source="get_state_value_display", read_only=True) @@ -36,22 +44,16 @@ class Meta: "updated_by", ) - def create(self, validated_data) -> DeduplicationSet: - config_data = validated_data.get(CONFIG) and validated_data.pop(CONFIG) - config = Config.objects.create(**config_data) if config_data else None - return DeduplicationSet.objects.create(config=config, **validated_data) - class CreateConfigSerializer(ConfigSerializer): pass class CreateDeduplicationSetSerializer(serializers.ModelSerializer): - config = CreateConfigSerializer(required=False) class Meta: model = DeduplicationSet - fields = ("config", "reference_pk", "notification_url") + fields = ("reference_pk", "notification_url") class ImageSerializer(serializers.ModelSerializer): diff --git a/src/hope_dedup_engine/apps/api/utils/config_schema.py b/src/hope_dedup_engine/apps/api/utils/config_schema.py new file mode 100644 index 00000000..20005005 --- /dev/null +++ b/src/hope_dedup_engine/apps/api/utils/config_schema.py @@ -0,0 +1,97 @@ +from django.conf import settings + +from constance import config +from jsonschema import Draft202012Validator, validators + +settings_schema: dict = { + "type": "object", + "properties": { + "detection": { + "type": "object", + "properties": { + "confidence": { + "type": "number", + "exclusiveMinimum": 0, + "maximum": 1.0, + "default": "constance.config.FACE_DETECTION_CONFIDENCE", + }, + }, + "default": {}, + }, + "recognition": { + "type": "object", + "properties": { + "num_jitters": { + "type": "integer", + "minimum": 1, + "default": "constance.config.FACE_ENCODINGS_NUM_JITTERS", + }, + "model": { + "type": "string", + "enum": tuple( + ch[0] + for ch in settings.CONSTANCE_ADDITIONAL_FIELDS.get( + "face_encodings_model" + )[1].get("choices") + ), + "default": "constance.config.FACE_ENCODINGS_MODEL", + }, + "preprocessors": { + type: "array", + "items": { + "type": "string", + "enum": ["contrast"], + }, + "uniqueItems": True, + "default": [], + }, + }, + "default": {}, + }, + "duplicates": { + "type": "object", + "properties": { + "tolerance": { + "type": "number", + "exclusiveMinimum": 0, + "maximum": 1.0, + "default": "constance.config.FACE_DISTANCE_THRESHOLD", + }, + }, + "default": {}, + }, + }, +} + + +def extend_with_default(validator_class): + validate_properties = validator_class.VALIDATORS["properties"] + + def set_defaults(validator, properties, instance, schema): + for property, subschema in properties.items(): + + if "default" in subschema: + default_value = subschema["default"] + if isinstance(default_value, str) and default_value.startswith( + "constance.config." + ): + config_name = default_value.split(".")[-1] + default_value = getattr(config, config_name) + + instance.setdefault(property, default_value) + + for error in validate_properties( + validator, + properties, + instance, + schema, + ): + yield error + + return validators.extend( + validator_class, + {"properties": set_defaults}, + ) + + +DefaultValidatingValidator = extend_with_default(Draft202012Validator) diff --git a/src/hope_dedup_engine/apps/core/management/commands/demo.py b/src/hope_dedup_engine/apps/core/management/commands/demo.py index 1a1f1b67..a72a9954 100644 --- a/src/hope_dedup_engine/apps/core/management/commands/demo.py +++ b/src/hope_dedup_engine/apps/core/management/commands/demo.py @@ -103,7 +103,7 @@ def handle(self, *args: Any, **options: dict[str, Any]) -> None: self.halt(FileNotFoundError(MESSAGES["not_exist"] % storage.src)) self.stdout.write(MESSAGES["storage_success"] % storage.name) logger.info(MESSAGES["storage_success"] % storage.name) - except (CommandError, SystemCheckError) as e: + except (CommandError, FileNotFoundError, SystemCheckError) as e: self.stdout.write( self.style.ERROR(MESSAGES["failed"] % (storage.name, e)) ) diff --git a/src/hope_dedup_engine/apps/faces/services/duplication_detector.py b/src/hope_dedup_engine/apps/faces/services/duplication_detector.py index 56c36a9d..e9cef4e2 100644 --- a/src/hope_dedup_engine/apps/faces/services/duplication_detector.py +++ b/src/hope_dedup_engine/apps/faces/services/duplication_detector.py @@ -21,7 +21,7 @@ class DuplicationDetector: def __init__( self, filenames: tuple[str], - face_distance_threshold: float, + ds_config: dict[str, Any] = None, ignore_pairs: tuple[tuple[str, str], ...] = (), ) -> None: """ @@ -29,14 +29,15 @@ def __init__( Args: filenames (tuple[str]): The filenames of the images to process. + ds_config (dict[str, Any], optional): The configuration settings for the deduplication set. ignore_pairs (tuple[tuple[str, str]], optional): The pairs of filenames to ignore. Defaults to an empty tuple. """ self.filenames = filenames - self.face_distance_threshold = face_distance_threshold + self.face_distance_threshold = ds_config.get("duplicates").get("tolerance") self.ignore_set = IgnorePairsValidator.validate(ignore_pairs) self.storages = StorageManager() - self.image_processor = ImageProcessor(face_distance_threshold) + self.image_processor = ImageProcessor(ds_config) def _encodings_filename(self, filename: str) -> str: """ diff --git a/src/hope_dedup_engine/apps/faces/services/image_processor.py b/src/hope_dedup_engine/apps/faces/services/image_processor.py index ead049fe..fe2b5e51 100644 --- a/src/hope_dedup_engine/apps/faces/services/image_processor.py +++ b/src/hope_dedup_engine/apps/faces/services/image_processor.py @@ -57,7 +57,10 @@ class ImageProcessor: logger: logging.Logger = logging.getLogger(__name__) - def __init__(self, face_distance_threshold: float) -> None: + def __init__( + self, + ds_config: dict[str, Any] = None, + ) -> None: """ Initialize the ImageProcessor with the required configurations. """ @@ -72,11 +75,13 @@ def __init__(self, face_distance_threshold: float) -> None: ), ) self.face_encodings_cfg = FaceEncodingsConfig( - num_jitters=config.FACE_ENCODINGS_NUM_JITTERS, - model=config.FACE_ENCODINGS_MODEL, + num_jitters=ds_config.get("recognition").get("num_jitters"), + model=ds_config.get("recognition").get("model"), ) - self.face_detection_confidence: float = config.FACE_DETECTION_CONFIDENCE - self.distance_threshold: float = face_distance_threshold + self.face_detection_confidence: float = ds_config.get("detection").get( + "confidence" + ) + self.distance_threshold: float = ds_config.get("duplicates").get("tolerance") self.nms_threshold: float = config.NMS_THRESHOLD def _get_face_detections_dnn( diff --git a/tests/api/test_adapters.py b/tests/api/test_adapters.py index 45f81309..6fd2d2cc 100644 --- a/tests/api/test_adapters.py +++ b/tests/api/test_adapters.py @@ -1,7 +1,5 @@ -from random import random from unittest.mock import MagicMock -from constance.test.unittest import override_config from pytest import fixture from pytest_mock import MockerFixture @@ -37,7 +35,7 @@ def test_duplicate_face_finder_uses_duplication_detector( duplication_detector.assert_called_once_with( (image.filename, second_image.filename), - deduplication_set.config.face_distance_threshold, + deduplication_set.config.settings, ) duplication_detector.return_value.find_duplicates.assert_called_once() assert len(found_pairs) == 1 @@ -59,18 +57,8 @@ def test_duplication_detector_is_initiated_with_correct_face_distance_threshold_ ) -> None: # deduplication set face_distance_threshold config value is used _run_duplicate_face_finder(deduplication_set) - duplication_detector.assert_called_once_with( - (), deduplication_set.config.face_distance_threshold - ) - face_distance_threshold = random() - with override_config(FACE_DISTANCE_THRESHOLD=face_distance_threshold): - # value from global config is used when face_distance_threshold is not set in deduplication set config - duplication_detector.reset_mock() - deduplication_set.config.face_distance_threshold = None - _run_duplicate_face_finder(deduplication_set) - duplication_detector.assert_called_once_with((), face_distance_threshold) - # value from global config is used when deduplication set has no config - duplication_detector.reset_mock() - deduplication_set.config = None - _run_duplicate_face_finder(deduplication_set) - duplication_detector.assert_called_once_with((), face_distance_threshold) + duplication_detector.assert_called_once_with((), deduplication_set.config.settings) + duplication_detector.reset_mock() + deduplication_set.config = None + _run_duplicate_face_finder(deduplication_set) + duplication_detector.assert_called_once_with((), {}) diff --git a/tests/api/test_deduplication_set_create.py b/tests/api/test_deduplication_set_create.py index b36365b3..9feb19bb 100644 --- a/tests/api/test_deduplication_set_create.py +++ b/tests/api/test_deduplication_set_create.py @@ -52,12 +52,12 @@ def test_invalid_values_handling(field: str, api_client: APIClient) -> None: assert field in errors -def test_can_set_deduplication_set_without_config(api_client: APIClient) -> None: - data = CreateDeduplicationSetSerializer(DeduplicationSetFactory.build()).data - del data["config"] +# def test_can_set_deduplication_set_without_config(api_client: APIClient) -> None: +# data = CreateDeduplicationSetSerializer(DeduplicationSetFactory.build()).data +# del data["config"] - response = api_client.post( - reverse(DEDUPLICATION_SET_LIST_VIEW), data=data, format=JSON - ) +# response = api_client.post( +# reverse(DEDUPLICATION_SET_LIST_VIEW), data=data, format=JSON +# ) - assert response.status_code == status.HTTP_201_CREATED +# assert response.status_code == status.HTTP_201_CREATED diff --git a/tests/extras/testutils/factories/api.py b/tests/extras/testutils/factories/api.py index a30ef1e0..5d86a52a 100644 --- a/tests/extras/testutils/factories/api.py +++ b/tests/extras/testutils/factories/api.py @@ -1,10 +1,10 @@ -from factory import SubFactory, fuzzy +from factory import SubFactory, fuzzy, post_generation from factory.django import DjangoModelFactory from testutils.factories import ExternalSystemFactory, UserFactory from hope_dedup_engine.apps.api.models import DeduplicationSet, HDEToken +from hope_dedup_engine.apps.api.models.config import Config from hope_dedup_engine.apps.api.models.deduplication import ( - Config, Duplicate, IgnoredFilenamePair, IgnoredReferencePkPair, @@ -20,11 +20,24 @@ class Meta: class ConfigFactory(DjangoModelFactory): - face_distance_threshold = fuzzy.FuzzyFloat(low=0.1, high=1.0) + name = fuzzy.FuzzyText() class Meta: model = Config + @post_generation + def settings(self, create, extracted, **kwargs): + self.settings = { + "detection": {"confidence": fuzzy.FuzzyFloat(0.1, 1.0).fuzz()}, + "duplicates": {"tolerance": fuzzy.FuzzyFloat(0.1, 1.0).fuzz()}, + "recognition": { + "model": fuzzy.FuzzyChoice(["small", "large"]).fuzz(), + "num_jitters": fuzzy.FuzzyInteger(1, 10).fuzz(), + }, + } + if create: + self.save() + class DeduplicationSetFactory(DjangoModelFactory): reference_pk = fuzzy.FuzzyText() diff --git a/tests/faces/conftest.py b/tests/faces/conftest.py index 28014c71..41ca81f6 100644 --- a/tests/faces/conftest.py +++ b/tests/faces/conftest.py @@ -13,8 +13,8 @@ DEPLOY_PROTO_CONTENT, DEPLOY_PROTO_SHAPE, DNN_FILE, + DS_CONFIG, FACE_DETECTIONS, - FACE_DISTANCE_THRESHOLD, FACE_REGIONS_VALID, FILENAMES, IGNORE_PAIRS, @@ -117,7 +117,7 @@ def mock_image_processor( mocker.patch.object( BlobFromImageConfig, "_get_shape", return_value=DEPLOY_PROTO_SHAPE ) - mock_processor = ImageProcessor(FACE_DISTANCE_THRESHOLD) + mock_processor = ImageProcessor(DS_CONFIG) mocker.patch.object( mock_processor.storages.get_storage("images"), "open", @@ -161,7 +161,7 @@ def mock_net(): @pytest.fixture def mock_dd(mock_image_processor, mock_net_manager, mock_storage_manager): - detector = DuplicationDetector(FILENAMES, FACE_DISTANCE_THRESHOLD, IGNORE_PAIRS) + detector = DuplicationDetector(FILENAMES, DS_CONFIG, IGNORE_PAIRS) yield detector diff --git a/tests/faces/faces_const.py b/tests/faces/faces_const.py index ab9beffd..aaf64855 100644 --- a/tests/faces/faces_const.py +++ b/tests/faces/faces_const.py @@ -1,5 +1,7 @@ from typing import Final +from factory import fuzzy + FILENAME: Final[str] = "test_file.jpg" FILENAME_ENCODED: Final[str] = "test_file.jpg.npy" FILENAME_ENCODED_FORMAT: Final[str] = "{}.npy" @@ -8,7 +10,15 @@ ["ignore_file.jpg", "ignore_file2.jpg"], ["ignore_file4.jpg", "ignore_file3.jpg"], ] -FACE_DISTANCE_THRESHOLD = 0.26 + +DS_CONFIG = { + "detection": {"confidence": 0.5}, + "duplicates": {"tolerance": round(fuzzy.FuzzyFloat(0.1, 1.0).fuzz(), 5)}, + "recognition": { + "model": fuzzy.FuzzyChoice(["small", "large"]).fuzz(), + "num_jitters": round(fuzzy.FuzzyInteger(1, 10).fuzz(), 5), + }, +} DNN_FILE = { "name": FILENAME, diff --git a/tests/faces/test_duplication_detector.py b/tests/faces/test_duplication_detector.py index 7c6773e6..a10f30f5 100644 --- a/tests/faces/test_duplication_detector.py +++ b/tests/faces/test_duplication_detector.py @@ -7,12 +7,7 @@ import numpy as np import pytest from constance import config -from faces_const import ( - FACE_DISTANCE_THRESHOLD, - FILENAME, - FILENAME_ENCODED_FORMAT, - FILENAMES, -) +from faces_const import DS_CONFIG, FILENAME, FILENAME_ENCODED_FORMAT, FILENAMES from hope_dedup_engine.apps.faces.managers import StorageManager from hope_dedup_engine.apps.faces.services import DuplicationDetector @@ -25,16 +20,20 @@ def test_init_successful(mock_dd): assert isinstance(mock_dd.image_processor, ImageProcessor) assert ( mock_dd.image_processor.face_detection_confidence - == config.FACE_DETECTION_CONFIDENCE + == DS_CONFIG["detection"]["confidence"] + ) + assert ( + mock_dd.image_processor.distance_threshold + == DS_CONFIG["duplicates"]["tolerance"] ) - assert mock_dd.image_processor.distance_threshold == config.FACE_DISTANCE_THRESHOLD assert mock_dd.image_processor.nms_threshold == config.NMS_THRESHOLD assert ( mock_dd.image_processor.face_encodings_cfg.num_jitters - == config.FACE_ENCODINGS_NUM_JITTERS + == DS_CONFIG["recognition"]["num_jitters"] ) assert ( - mock_dd.image_processor.face_encodings_cfg.model == config.FACE_ENCODINGS_MODEL + mock_dd.image_processor.face_encodings_cfg.model + == DS_CONFIG["recognition"]["model"] ) assert ( mock_dd.image_processor.blob_from_image_cfg.scale_factor @@ -70,7 +69,7 @@ def test_init_successful(mock_dd): def test_get_pairs_to_ignore_success( mock_storage_manager, mock_image_processor, ignore_input, expected_output ): - dd = DuplicationDetector(FILENAMES, FACE_DISTANCE_THRESHOLD, ignore_input) + dd = DuplicationDetector(FILENAMES, DS_CONFIG, ignore_input) assert dd.ignore_set == expected_output @@ -91,7 +90,7 @@ def test_get_pairs_to_ignore_exception_handling( mock_storage_manager, mock_image_processor, ignore_input ): with pytest.raises(ValidationError): - DuplicationDetector(FILENAMES, 0.2, ignore_pairs=ignore_input) + DuplicationDetector(FILENAMES, DS_CONFIG, ignore_pairs=ignore_input) def test_encodings_filename(mock_dd): @@ -205,15 +204,14 @@ def open_mock(filename, mode="rb"): ( "test_file.jpg", "test_file2.jpg", - 0.22, + round(DS_CONFIG["duplicates"]["tolerance"] - 0.04, 5), ), # config.FACE_DISTANCE_THRESHOLD - 0.04 ( "test_file.jpg", "test_file3.jpg", - 0.06, - ), # config.FACE_DISTANCE_THRESHOLD - 0.2 + round(DS_CONFIG["duplicates"]["tolerance"] - 0.1, 5), + ), # config.FACE_DISTANCE_THRESHOLD + 0.04 # last pair will not be included in the result because the distance is greater than the threshold - # ("test_file2.jpg", "test_file3.jpg", 0.44), # config.FACE_DISTANCE_THRESHOLD + 0.04 ], ), ( @@ -223,7 +221,7 @@ def open_mock(filename, mode="rb"): ), ], ) -def test_find_duplicates_successful( +def test_find_duplicates_successfull( mock_dd, mock_encoded_azure_storage, mock_hope_azure_storage, @@ -264,9 +262,9 @@ def test_find_duplicates_successful( patch( "face_recognition.face_distance", side_effect=[ - np.array([config.FACE_DISTANCE_THRESHOLD - 0.04]), - np.array([config.FACE_DISTANCE_THRESHOLD - 0.2]), - np.array([config.FACE_DISTANCE_THRESHOLD + 0.04]), + np.array([DS_CONFIG["duplicates"]["tolerance"] - 0.04]), + np.array([DS_CONFIG["duplicates"]["tolerance"] - 0.1]), + np.array([DS_CONFIG["duplicates"]["tolerance"] + 0.04]), ], ), ): diff --git a/tests/faces/test_image_processor.py b/tests/faces/test_image_processor.py index 8331ccb9..9ff62b65 100644 --- a/tests/faces/test_image_processor.py +++ b/tests/faces/test_image_processor.py @@ -10,7 +10,7 @@ BLOB_FROM_IMAGE_MEAN_VALUES, BLOB_FROM_IMAGE_SCALE_FACTOR, DEPLOY_PROTO_SHAPE, - FACE_DISTANCE_THRESHOLD, + DS_CONFIG, FACE_REGIONS_INVALID, FACE_REGIONS_VALID, FILENAME, @@ -37,14 +37,19 @@ def test_init_creates_expected_attributes( assert isinstance(mock_image_processor.face_encodings_cfg, FaceEncodingsConfig) assert ( mock_image_processor.face_encodings_cfg.num_jitters - == config.FACE_ENCODINGS_NUM_JITTERS + == DS_CONFIG["recognition"]["num_jitters"] + ) + assert ( + mock_image_processor.face_encodings_cfg.model + == DS_CONFIG["recognition"]["model"] ) - assert mock_image_processor.face_encodings_cfg.model == config.FACE_ENCODINGS_MODEL assert ( mock_image_processor.face_detection_confidence - == config.FACE_DETECTION_CONFIDENCE + == DS_CONFIG["detection"]["confidence"] + ) + assert ( + mock_image_processor.distance_threshold == DS_CONFIG["duplicates"]["tolerance"] ) - assert mock_image_processor.distance_threshold == FACE_DISTANCE_THRESHOLD assert mock_image_processor.nms_threshold == config.NMS_THRESHOLD diff --git a/tests/test_command_demo.py b/tests/test_command_demo.py index 68d0bf97..56315df3 100644 --- a/tests/test_command_demo.py +++ b/tests/test_command_demo.py @@ -1,8 +1,8 @@ -import os from io import StringIO from unittest import mock from django.core.management import call_command +from django.core.management.base import CommandError, SystemCheckError import pytest from pytest_mock import MockerFixture @@ -18,10 +18,9 @@ def environment(): @pytest.fixture def mock_azurite_manager(mocker: MockerFixture): - with mock.patch( - "hope_dedup_engine.apps.core.management.commands.utils.azurite_manager.AzuriteManager" - ) as MockAzuriteManager: - yield MockAzuriteManager + yield mocker.patch( + "hope_dedup_engine.apps.core.management.commands.demo.AzuriteManager", + ) def test_demo_handle_success(environment, mock_azurite_manager): @@ -37,12 +36,29 @@ def test_demo_handle_success(environment, mock_azurite_manager): stdout=out, ) assert "error" not in str(out.getvalue()) + assert "SYSTEM HALTED" not in out.getvalue() assert mock_azurite_manager.call_count == 4 assert mock_azurite_manager.return_value.upload_files.call_count == 2 -def test_demo_handle_exception(environment, mock_azurite_manager): - mock_azurite_manager.side_effect = Exception() - with mock.patch.dict(os.environ, environment, clear=True): - with pytest.raises(Exception): - call_command("demo", ignore_errors=False) +@pytest.mark.parametrize( + "side_effect, expected_exception", + [ + (FileNotFoundError("File not found"), SystemExit), + (CommandError("Command execution failed"), SystemExit), + (SystemCheckError("System check failed"), SystemExit), + (Exception("Unknown error"), SystemExit), + ], +) +def test_demo_handle_exception( + environment, mock_azurite_manager, side_effect, expected_exception +): + mock_azurite_manager.side_effect = side_effect + out = StringIO() + with ( + mock.patch.dict("os.environ", environment, clear=True), + pytest.raises(expected_exception), + ): + call_command("demo", stdout=out) + + assert "SYSTEM HALTED" in out.getvalue() diff --git a/tests/test_commands.py b/tests/test_commands.py index bd625ce1..ccff3164 100644 --- a/tests/test_commands.py +++ b/tests/test_commands.py @@ -14,7 +14,10 @@ def environment(): return { "ADMIN_EMAIL": "", + "ADMIN_PASSWORD": "", + "ALLOWED_HOSTS": "", "CACHE_URL": "test", + "CSRF_COOKIE_SECURE": "1", "CELERY_BROKER_URL": "", "DATABASE_URL": "", "SECRET_KEY": "",