TerribleDev/ente
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

[mob] Define interface for ML DB

Browse Source
This commit is contained in:
Neeraj Gupta
2025-01-25 15:16:01 +05:30
parent 40e3338ead
commit 771d12bd9b
3 changed files with 190 additions and 29 deletions
Download Patch File Download Diff File Expand all files Collapse all files

106
mobile/lib/db/ml/base.dart Normal file
View File

@@ -0,0 +1,106 @@
import "dart:typed_data";
import "package:photos/models/ml/face/face.dart";
import "package:photos/services/machine_learning/face_ml/face_clustering/face_db_info_for_clustering.dart";
abstract class IMLDataDB {
Future<void> bulkInsertFaces(List<Face> faces);
Future<void> updateFaceIdToClusterId(Map<String, String> faceIDToClusterID);
Future<Map<int, int>> faceIndexedFileIds({int minimumMlVersion});
Future<int> getFaceIndexedFileCount({int minimumMlVersion});
Future<Map<String, int>> clusterIdToFaceCount();
Future<Set<String>> getPersonIgnoredClusters(String personID);
Future<Set<String>> getPersonClusterIDs(String personID);
Future<Set<String>> getPersonsClusterIDs(List<String> personID);
Future<void> clearTable();
Future<Iterable<Uint8List>> getFaceEmbeddingsForCluster(
String clusterID, {
int? limit,
});
Future<Map<String, Iterable<Uint8List>>> getFaceEmbeddingsForClusters(
Iterable<String> clusterIDs, {
int? limit,
});
Future<Face?> getCoverFaceForPerson({
required int recentFileID,
String? personID,
String? avatarFaceId,
String? clusterID,
});
Future<List<Face>?> getFacesForGivenFileID(int fileUploadID);
Future<Map<String, Iterable<String>>> getClusterToFaceIDs(
Set<String> clusterIDs,
);
Future<String?> getClusterIDForFaceID(String faceID);
Future<Map<String, Iterable<String>>> getAllClusterIdToFaceIDs();
Future<Iterable<String>> getFaceIDsForCluster(String clusterID);
Future<Map<String, Map<String, Set<String>>>> getPersonToClusterIdToFaceIds();
Future<Map<String, Set<String>>> getClusterIdToFaceIdsForPerson(
String personID,
);
Future<Set<String>> getFaceIDsForPerson(String personID);
Future<Iterable<double>> getBlurValuesForCluster(String clusterID);
Future<Map<String, String?>> getFaceIdsToClusterIds(Iterable<String> faceIds);
Future<Map<int, Set<String>>> getFileIdToClusterIds();
Future<void> forceUpdateClusterIds(Map<String, String> faceIDToClusterID);
Future<void> removeFaceIdToClusterId(Map<String, String> faceIDToClusterID);
Future<void> removePerson(String personID);
Future<List<FaceDbInfoForClustering>> getFaceInfoForClustering({
int maxFaces,
int offset,
int batchSize,
});
Future<Map<String, Uint8List>> getFaceEmbeddingMapForFaces(
Iterable<String> faceIDs,
);
Future<int> getTotalFaceCount();
Future<int> getErroredFaceCount();
Future<Set<int>> getErroredFileIDs();
Future<void> deleteFaceIndexForFiles(List<int> fileIDs);
Future<int> getClusteredOrFacelessFileCount();
Future<double> getClusteredToIndexableFilesRatio();
Future<int> getUnclusteredFaceCount();
Future<void> assignClusterToPerson({
required String personID,
required String clusterID,
});
Future<void> bulkAssignClusterToPersonID(
Map<String, String> clusterToPersonID,
);
Future<void> captureNotPersonFeedback({
required String personID,
required String clusterID,
});
Future<void> bulkCaptureNotPersonFeedback(
Map<String, String> clusterToPersonID,
);
Future<void> removeNotPersonFeedback({
required String personID,
required String clusterID,
});
Future<void> removeClusterToPerson({
required String personID,
required String clusterID,
});
Future<Map<int, Set<String>>> getFileIdToClusterIDSet(String personID);
Future<Map<int, Set<String>>> getFileIdToClusterIDSetForCluster(
Set<String> clusterIDs,
);
Future<void> clusterSummaryUpdate(Map<String, (Uint8List, int)> summary);
Future<void> deleteClusterSummary(String clusterID);
Future<Map<String, (Uint8List, int)>> getAllClusterSummary([
int? minClusterSize,
]);
Future<Map<String, (Uint8List, int)>> getClusterToClusterSummary(
Iterable<String> clusterIDs,
);
Future<Map<String, String>> getClusterIDToPersonID();
Future<void> dropClustersAndPersonTable({bool faces});
Future<void> dropFacesFeedbackTables();
Future<List<int>> getFileIDsOfPersonID(String personID);
Future<List<int>> getFileIDsOfClusterID(String clusterID);
Future<Set<int>> getAllFileIDsOfFaceIDsNotInAnyCluster();
Future<Set<int>> getAllFilesAssociatedWithAllClusters({
List<String>? exceptClusters,
});
}

57
mobile/lib/db/ml/db.dart
View File

@@ -6,6 +6,7 @@ import "package:flutter/foundation.dart";
import 'package:logging/logging.dart';
import 'package:path/path.dart' show join;
import 'package:path_provider/path_provider.dart';
import "package:photos/db/ml/base.dart";
import 'package:photos/db/ml/db_fields.dart';
import "package:photos/db/ml/db_model_mappers.dart";
import "package:photos/extensions/stop_watch.dart";
@@ -28,7 +29,7 @@ import 'package:sqlite_async/sqlite_async.dart';
///
/// [clipTable] - Stores the embeddings of the CLIP model
/// [fileDataTable] - Stores data about the files that are already processed by the ML models
class MLDataDB {
class MLDataDB extends IMLDataDB {
static final Logger _logger = Logger("MLDataDB");
static const _databaseName = "ente.ml.db";
@@ -108,6 +109,7 @@ class MLDataDB {
// bulkInsertFaces inserts the faces in the database in batches of 1000.
// This is done to avoid the error "too many SQL variables" when inserting
// a large number of faces.
@override
Future<void> bulkInsertFaces(List<Face> faces) async {
final db = await instance.asyncDB;
const batchSize = 500;
@@ -143,6 +145,7 @@ class MLDataDB {
}
}
@override
Future<void> updateFaceIdToClusterId(
Map<String, String> faceIDToClusterID,
) async {
@@ -166,6 +169,7 @@ class MLDataDB {
}
/// Returns a map of fileID to the indexed ML version
@override
Future<Map<int, int>> faceIndexedFileIds({
int minimumMlVersion = faceMlVersion,
}) async {
@@ -183,6 +187,7 @@ class MLDataDB {
return result;
}
@override
Future<int> getFaceIndexedFileCount({
int minimumMlVersion = faceMlVersion,
}) async {
@@ -193,6 +198,7 @@ class MLDataDB {
return maps.first['count'] as int;
}
@override
Future<Map<String, int>> clusterIdToFaceCount() async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -205,6 +211,7 @@ class MLDataDB {
return result;
}
@override
Future<Set<String>> getPersonIgnoredClusters(String personID) async {
final db = await instance.asyncDB;
// find out clusterIds that are assigned to other persons using the clusters table
@@ -223,6 +230,7 @@ class MLDataDB {
return ignoredClusterIDs.union(rejectClusterIDs);
}
@override
Future<Set<String>> getPersonClusterIDs(String personID) async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -232,6 +240,7 @@ class MLDataDB {
return maps.map((e) => e[clusterIDColumn] as String).toSet();
}
@override
Future<Set<String>> getPersonsClusterIDs(List<String> personID) async {
final db = await instance.asyncDB;
final inParam = personID.map((e) => "'$e'").join(',');
@@ -241,6 +250,7 @@ class MLDataDB {
return maps.map((e) => e[clusterIDColumn] as String).toSet();
}
@override
Future<void> clearTable() async {
final db = await instance.asyncDB;
@@ -253,6 +263,7 @@ class MLDataDB {
await db.execute(deleteFileDataTable);
}
@override
Future<Iterable<Uint8List>> getFaceEmbeddingsForCluster(
String clusterID, {
int? limit,
@@ -265,6 +276,7 @@ class MLDataDB {
return maps.map((e) => e[embeddingColumn] as Uint8List);
}
@override
Future<Map<String, Iterable<Uint8List>>> getFaceEmbeddingsForClusters(
Iterable<String> clusterIDs, {
int? limit,
@@ -297,6 +309,7 @@ class MLDataDB {
return result;
}
@override
Future<Face?> getCoverFaceForPerson({
required int recentFileID,
String? personID,
@@ -384,6 +397,7 @@ class MLDataDB {
return null;
}
@override
Future<List<Face>?> getFacesForGivenFileID(int fileUploadID) async {
final db = await instance.asyncDB;
const String query = '''
@@ -400,6 +414,7 @@ class MLDataDB {
return maps.map((e) => mapRowToFace(e)).toList();
}
@override
Future<Map<String, Iterable<String>>> getClusterToFaceIDs(
Set<String> clusterIDs,
) async {
@@ -423,6 +438,7 @@ class MLDataDB {
return result;
}
@override
Future<String?> getClusterIDForFaceID(String faceID) async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -435,6 +451,7 @@ class MLDataDB {
return maps.first[clusterIDColumn] as String;
}
@override
Future<Map<String, Iterable<String>>> getAllClusterIdToFaceIDs() async {
final db = await instance.asyncDB;
final Map<String, List<String>> result = {};
@@ -449,6 +466,7 @@ class MLDataDB {
return result;
}
@override
Future<Iterable<String>> getFaceIDsForCluster(String clusterID) async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -460,6 +478,7 @@ class MLDataDB {
}
// Get Map of personID to Map of clusterID to faceIDs
@override
Future<Map<String, Map<String, Set<String>>>>
getPersonToClusterIdToFaceIds() async {
final db = await instance.asyncDB;
@@ -480,6 +499,7 @@ class MLDataDB {
return result;
}
@override
Future<Map<String, Set<String>>> getClusterIdToFaceIdsForPerson(
String personID,
) async {
@@ -499,6 +519,7 @@ class MLDataDB {
return result;
}
@override
Future<Set<String>> getFaceIDsForPerson(String personID) async {
final db = await instance.asyncDB;
final faceIdsResult = await db.getAll(
@@ -510,6 +531,7 @@ class MLDataDB {
return faceIdsResult.map((e) => e[faceIDColumn] as String).toSet();
}
@override
Future<Iterable<double>> getBlurValuesForCluster(String clusterID) async {
final db = await instance.asyncDB;
const String query = '''
@@ -530,6 +552,7 @@ class MLDataDB {
return maps.map((e) => e[faceBlur] as double).toSet();
}
@override
Future<Map<String, String?>> getFaceIdsToClusterIds(
Iterable<String> faceIds,
) async {
@@ -544,6 +567,7 @@ class MLDataDB {
return result;
}
@override
Future<Map<int, Set<String>>> getFileIdToClusterIds() async {
final Map<int, Set<String>> result = {};
final db = await instance.asyncDB;
@@ -560,6 +584,7 @@ class MLDataDB {
return result;
}
@override
Future<void> forceUpdateClusterIds(
Map<String, String> faceIDToClusterID,
) async {
@@ -575,6 +600,7 @@ class MLDataDB {
await db.executeBatch(sql, parameterSets);
}
@override
Future<void> removeFaceIdToClusterId(
Map<String, String> faceIDToClusterID,
) async {
@@ -588,6 +614,7 @@ class MLDataDB {
await db.executeBatch(sql, parameterSets);
}
@override
Future<void> removePerson(String personID) async {
final db = await instance.asyncDB;
@@ -613,6 +640,7 @@ class MLDataDB {
});
}
@override
Future<List<FaceDbInfoForClustering>> getFaceInfoForClustering({
int maxFaces = 20000,
int offset = 0,
@@ -668,6 +696,7 @@ class MLDataDB {
}
}
@override
Future<Map<String, Uint8List>> getFaceEmbeddingMapForFaces(
Iterable<String> faceIDs,
) async {
@@ -706,6 +735,7 @@ class MLDataDB {
return result;
}
@override
Future<int> getTotalFaceCount() async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -714,6 +744,7 @@ class MLDataDB {
return maps.first['count'] as int;
}
@override
Future<int> getErroredFaceCount() async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -722,6 +753,7 @@ class MLDataDB {
return maps.first['count'] as int;
}
@override
Future<Set<int>> getErroredFileIDs() async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -730,6 +762,7 @@ class MLDataDB {
return maps.map((e) => e[fileIDColumn] as int).toSet();
}
@override
Future<void> deleteFaceIndexForFiles(List<int> fileIDs) async {
final db = await instance.asyncDB;
final String sql = '''
@@ -738,6 +771,7 @@ class MLDataDB {
await db.execute(sql);
}
@override
Future<int> getClusteredOrFacelessFileCount() async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> clustered = await db.getAll(
@@ -768,6 +802,7 @@ class MLDataDB {
return clusteredFileIDs.length + trulyFacelessFiles.length;
}
@override
Future<double> getClusteredToIndexableFilesRatio() async {
final int indexableFiles = (await getIndexableFileIDs()).length;
final int clusteredFiles = await getClusteredOrFacelessFileCount();
@@ -775,6 +810,7 @@ class MLDataDB {
return clusteredFiles / indexableFiles;
}
@override
Future<int> getUnclusteredFaceCount() async {
final db = await instance.asyncDB;
const String query = '''
@@ -791,6 +827,7 @@ class MLDataDB {
/// WARNING: Only use this method if the person has just been created.
/// Otherwise, use [ClusterFeedbackService.instance.addClusterToExistingPerson] instead.
@override
Future<void> assignClusterToPerson({
required String personID,
required String clusterID,
@@ -803,6 +840,7 @@ class MLDataDB {
await db.execute(sql, [personID, clusterID]);
}
@override
Future<void> bulkAssignClusterToPersonID(
Map<String, String> clusterToPersonID,
) async {
@@ -816,6 +854,7 @@ class MLDataDB {
await db.executeBatch(sql, parameterSets);
}
@override
Future<void> captureNotPersonFeedback({
required String personID,
required String clusterID,
@@ -828,6 +867,7 @@ class MLDataDB {
await db.execute(sql, [personID, clusterID]);
}
@override
Future<void> bulkCaptureNotPersonFeedback(
Map<String, String> clusterToPersonID,
) async {
@@ -842,6 +882,7 @@ class MLDataDB {
await db.executeBatch(sql, parameterSets);
}
@override
Future<void> removeNotPersonFeedback({
required String personID,
required String clusterID,
@@ -854,6 +895,7 @@ class MLDataDB {
await db.execute(sql, [personID, clusterID]);
}
@override
Future<void> removeClusterToPerson({
required String personID,
required String clusterID,
@@ -867,6 +909,7 @@ class MLDataDB {
}
// for a given personID, return a map of clusterID to fileIDs using join query
@override
Future<Map<int, Set<String>>> getFileIdToClusterIDSet(String personID) {
final db = instance.asyncDB;
return db.then((db) async {
@@ -888,6 +931,7 @@ class MLDataDB {
});
}
@override
Future<Map<int, Set<String>>> getFileIdToClusterIDSetForCluster(
Set<String> clusterIDs,
) {
@@ -912,6 +956,7 @@ class MLDataDB {
});
}
@override
Future<void> clusterSummaryUpdate(
Map<String, (Uint8List, int)> summary,
) async {
@@ -937,6 +982,7 @@ class MLDataDB {
await db.executeBatch(sql, parameterSets);
}
@override
Future<void> deleteClusterSummary(String clusterID) async {
final db = await instance.asyncDB;
const String sqlDelete =
@@ -945,6 +991,7 @@ class MLDataDB {
}
/// Returns a map of clusterID to (avg embedding, count)
@override
Future<Map<String, (Uint8List, int)>> getAllClusterSummary([
int? minClusterSize,
]) async {
@@ -962,6 +1009,7 @@ class MLDataDB {
return result;
}
@override
Future<Map<String, (Uint8List, int)>> getClusterToClusterSummary(
Iterable<String> clusterIDs,
) async {
@@ -982,6 +1030,7 @@ class MLDataDB {
return result;
}
@override
Future<Map<String, String>> getClusterIDToPersonID() async {
final db = await instance.asyncDB;
final List<Map<String, dynamic>> maps = await db.getAll(
@@ -995,6 +1044,7 @@ class MLDataDB {
}
/// WARNING: This will delete ALL data in the database! Only use this for debug/testing purposes!
@override
Future<void> dropClustersAndPersonTable({bool faces = false}) async {
try {
final db = await instance.asyncDB;
@@ -1022,6 +1072,7 @@ class MLDataDB {
}
/// WARNING: This will delete ALL data in the tables! Only use this for debug/testing purposes!
@override
Future<void> dropFacesFeedbackTables() async {
try {
final db = await instance.asyncDB;
@@ -1038,6 +1089,7 @@ class MLDataDB {
}
}
@override
Future<List<int>> getFileIDsOfPersonID(String personID) async {
final db = await instance.asyncDB;
final result = await db.getAll(
@@ -1054,6 +1106,7 @@ class MLDataDB {
return [for (final row in result) row[fileIDColumn]];
}
@override
Future<List<int>> getFileIDsOfClusterID(String clusterID) async {
final db = await instance.asyncDB;
final result = await db.getAll(
@@ -1069,6 +1122,7 @@ class MLDataDB {
return [for (final row in result) row[fileIDColumn]];
}
@override
Future<Set<int>> getAllFileIDsOfFaceIDsNotInAnyCluster() async {
final db = await instance.asyncDB;
final result = await db.getAll(
@@ -1082,6 +1136,7 @@ class MLDataDB {
return <int>{for (final row in result) row[fileIDColumn]};
}
@override
Future<Set<int>> getAllFilesAssociatedWithAllClusters({
List<String>? exceptClusters,
}) async {

56
mobile/pubspec.lock
View File

@@ -5,10 +5,10 @@ packages:
dependency: transitive
description:
name: _fe_analyzer_shared
sha256: "16e298750b6d0af7ce8a3ba7c18c69c3785d11b15ec83f6dcd0ad2a0009b3cab"
sha256: f256b0c0ba6c7577c15e2e4e114755640a875e885099367bf6e012b19314c834
url: "https://pub.dev"
source: hosted
version: "76.0.0"
version: "72.0.0"
_flutterfire_internals:
dependency: transitive
description:
@@ -21,7 +21,7 @@ packages:
dependency: transitive
description: dart
source: sdk
version: "0.3.3"
version: "0.3.2"
adaptive_theme:
dependency: "direct main"
description:
@@ -34,10 +34,10 @@ packages:
dependency: transitive
description:
name: analyzer
sha256: "1f14db053a8c23e260789e9b0980fa27f2680dd640932cae5e1137cce0e46e1e"
sha256: b652861553cd3990d8ed361f7979dc6d7053a9ac8843fa73820ab68ce5410139
url: "https://pub.dev"
source: hosted
version: "6.11.0"
version: "6.7.0"
android_intent_plus:
dependency: "direct main"
description:
@@ -284,10 +284,10 @@ packages:
dependency: "direct main"
description:
name: collection
sha256: a1ace0a119f20aabc852d165077c036cd864315bd99b7eaa10a60100341941bf
sha256: ee67cb0715911d28db6bf4af1026078bd6f0128b07a5f66fb2ed94ec6783c09a
url: "https://pub.dev"
source: hosted
version: "1.19.0"
version: "1.18.0"
computer:
dependency: "direct main"
description:
@@ -1359,18 +1359,18 @@ packages:
dependency: transitive
description:
name: leak_tracker
sha256: "7bb2830ebd849694d1ec25bf1f44582d6ac531a57a365a803a6034ff751d2d06"
sha256: "3f87a60e8c63aecc975dda1ceedbc8f24de75f09e4856ea27daf8958f2f0ce05"
url: "https://pub.dev"
source: hosted
version: "10.0.7"
version: "10.0.5"
leak_tracker_flutter_testing:
dependency: transitive
description:
name: leak_tracker_flutter_testing
sha256: "9491a714cca3667b60b5c420da8217e6de0d1ba7a5ec322fab01758f6998f379"
sha256: "932549fb305594d82d7183ecd9fa93463e9914e1b67cacc34bc40906594a1806"
url: "https://pub.dev"
source: hosted
version: "3.0.8"
version: "3.0.5"
leak_tracker_testing:
dependency: transitive
description:
@@ -1487,10 +1487,10 @@ packages:
dependency: transitive
description:
name: macros
sha256: "1d9e801cd66f7ea3663c45fc708450db1fa57f988142c64289142c9b7ee80656"
sha256: "0acaed5d6b7eab89f63350bccd82119e6c602df0f391260d0e32b5e23db79536"
url: "https://pub.dev"
source: hosted
version: "0.1.3-main.0"
version: "0.1.2-main.4"
maps_launcher:
dependency: "direct main"
description:
@@ -2293,7 +2293,7 @@ packages:
dependency: transitive
description: flutter
source: sdk
version: "0.0.0"
version: "0.0.99"
source_gen:
dependency: transitive
description:
@@ -2418,10 +2418,10 @@ packages:
dependency: transitive
description:
name: stack_trace
sha256: "9f47fd3630d76be3ab26f0ee06d213679aa425996925ff3feffdec504931c377"
sha256: "73713990125a6d93122541237550ee3352a2d84baad52d375a4cad2eb9b7ce0b"
url: "https://pub.dev"
source: hosted
version: "1.12.0"
version: "1.11.1"
step_progress_indicator:
dependency: "direct main"
description:
@@ -2450,10 +2450,10 @@ packages:
dependency: transitive
description:
name: string_scanner
sha256: "688af5ed3402a4bde5b3a6c15fd768dbf2621a614950b17f04626c431ab3c4c3"
sha256: "556692adab6cfa87322a115640c11f13cb77b3f076ddcc5d6ae3c20242bedcde"
url: "https://pub.dev"
source: hosted
version: "1.3.0"
version: "1.2.0"
styled_text:
dependency: "direct main"
description:
@@ -2514,26 +2514,26 @@ packages:
dependency: "direct dev"
description:
name: test
sha256: "713a8789d62f3233c46b4a90b174737b2c04cb6ae4500f2aa8b1be8f03f5e67f"
sha256: "7ee44229615f8f642b68120165ae4c2a75fe77ae2065b1e55ae4711f6cf0899e"
url: "https://pub.dev"
source: hosted
version: "1.25.8"
version: "1.25.7"
test_api:
dependency: transitive
description:
name: test_api
sha256: "664d3a9a64782fcdeb83ce9c6b39e78fd2971d4e37827b9b06c3aa1edc5e760c"
sha256: "5b8a98dafc4d5c4c9c72d8b31ab2b23fc13422348d2997120294d3bac86b4ddb"
url: "https://pub.dev"
source: hosted
version: "0.7.3"
version: "0.7.2"
test_core:
dependency: transitive
description:
name: test_core
sha256: "12391302411737c176b0b5d6491f466b0dd56d4763e347b6714efbaa74d7953d"
sha256: "55ea5a652e38a1dfb32943a7973f3681a60f872f8c3a05a14664ad54ef9c6696"
url: "https://pub.dev"
source: hosted
version: "0.6.5"
version: "0.6.4"
timezone:
dependency: transitive
description:
@@ -2820,10 +2820,10 @@ packages:
dependency: transitive
description:
name: vm_service
sha256: f6be3ed8bd01289b34d679c2b62226f63c0e69f9fd2e50a6b3c1c729a961041b
sha256: "5c5f338a667b4c644744b661f309fb8080bb94b18a7e91ef1dbd343bed00ed6d"
url: "https://pub.dev"
source: hosted
version: "14.3.0"
version: "14.2.5"
volume_controller:
dependency: transitive
description:
@@ -2892,10 +2892,10 @@ packages:
dependency: transitive
description:
name: webdriver
sha256: "3d773670966f02a646319410766d3b5e1037efb7f07cc68f844d5e06cd4d61c8"
sha256: "003d7da9519e1e5f329422b36c4dcdf18d7d2978d1ba099ea4e45ba490ed845e"
url: "https://pub.dev"
source: hosted
version: "3.0.4"
version: "3.0.3"
webkit_inspection_protocol:
dependency: transitive
description: