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feat(ml)!: customizable ML settings (#3891)

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* consolidated endpoints, added live configuration

* added ml settings to server

* added settings dashboard

* updated deps, fixed typos

* simplified modelconfig

updated tests

* Added ml setting accordion for admin page

updated tests

* merge `clipText` and `clipVision`

* added face distance setting

clarified setting

* add clip mode in request, dropdown for face models

* polished ml settings

updated descriptions

* update clip field on error

* removed unused import

* add description for image classification threshold

* pin safetensors for arm wheel

updated poetry lock

* moved dto

* set model type only in ml repository

* revert form-data package install

use fetch instead of axios

* added slotted description with link

updated facial recognition description

clarified effect of disabling tasks

* validation before model load

* removed unnecessary getconfig call

* added migration

* updated api

updated api

updated api

---------

Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
This commit is contained in:
Mert 2023-08-29 09:58:00 -04:00 • committed by GitHub
parent 22f5e05060
commit bcc36d14a1
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56 changed files with 2324 additions and 655 deletions
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140
mobile/openapi/lib/model/clip_config.dart generated Normal file
View file

@ -0,0 +1,140 @@
//
// AUTO-GENERATED FILE, DO NOT MODIFY!
//
// @dart=2.12
// ignore_for_file: unused_element, unused_import
// ignore_for_file: always_put_required_named_parameters_first
// ignore_for_file: constant_identifier_names
// ignore_for_file: lines_longer_than_80_chars
part of openapi.api;
class CLIPConfig {
/// Returns a new [CLIPConfig] instance.
CLIPConfig({
required this.enabled,
this.mode,
required this.modelName,
this.modelType,
});
bool enabled;
///
/// Please note: This property should have been non-nullable! Since the specification file
/// does not include a default value (using the "default:" property), however, the generated
/// source code must fall back to having a nullable type.
/// Consider adding a "default:" property in the specification file to hide this note.
///
CLIPMode? mode;
String modelName;
///
/// Please note: This property should have been non-nullable! Since the specification file
/// does not include a default value (using the "default:" property), however, the generated
/// source code must fall back to having a nullable type.
/// Consider adding a "default:" property in the specification file to hide this note.
///
ModelType? modelType;
@override
bool operator ==(Object other) => identical(this, other) || other is CLIPConfig &&
other.enabled == enabled &&
other.mode == mode &&
other.modelName == modelName &&
other.modelType == modelType;
@override
int get hashCode =>
// ignore: unnecessary_parenthesis
(enabled.hashCode) +
(mode == null ? 0 : mode!.hashCode) +
(modelName.hashCode) +
(modelType == null ? 0 : modelType!.hashCode);
@override
String toString() => 'CLIPConfig[enabled=$enabled, mode=$mode, modelName=$modelName, modelType=$modelType]';
Map<String, dynamic> toJson() {
final json = <String, dynamic>{};
json[r'enabled'] = this.enabled;
if (this.mode != null) {
json[r'mode'] = this.mode;
} else {
// json[r'mode'] = null;
}
json[r'modelName'] = this.modelName;
if (this.modelType != null) {
json[r'modelType'] = this.modelType;
} else {
// json[r'modelType'] = null;
}
return json;
}
/// Returns a new [CLIPConfig] instance and imports its values from
/// [value] if it's a [Map], null otherwise.
// ignore: prefer_constructors_over_static_methods
static CLIPConfig? fromJson(dynamic value) {
if (value is Map) {
final json = value.cast<String, dynamic>();
return CLIPConfig(
enabled: mapValueOfType<bool>(json, r'enabled')!,
mode: CLIPMode.fromJson(json[r'mode']),
modelName: mapValueOfType<String>(json, r'modelName')!,
modelType: ModelType.fromJson(json[r'modelType']),
);
}
return null;
}
static List<CLIPConfig> listFromJson(dynamic json, {bool growable = false,}) {
final result = <CLIPConfig>[];
if (json is List && json.isNotEmpty) {
for (final row in json) {
final value = CLIPConfig.fromJson(row);
if (value != null) {
result.add(value);
}
}
}
return result.toList(growable: growable);
}
static Map<String, CLIPConfig> mapFromJson(dynamic json) {
final map = <String, CLIPConfig>{};
if (json is Map && json.isNotEmpty) {
json = json.cast<String, dynamic>(); // ignore: parameter_assignments
for (final entry in json.entries) {
final value = CLIPConfig.fromJson(entry.value);
if (value != null) {
map[entry.key] = value;
}
}
}
return map;
}
// maps a json object with a list of CLIPConfig-objects as value to a dart map
static Map<String, List<CLIPConfig>> mapListFromJson(dynamic json, {bool growable = false,}) {
final map = <String, List<CLIPConfig>>{};
if (json is Map && json.isNotEmpty) {
// ignore: parameter_assignments
json = json.cast<String, dynamic>();
for (final entry in json.entries) {
map[entry.key] = CLIPConfig.listFromJson(entry.value, growable: growable,);
}
}
return map;
}
/// The list of required keys that must be present in a JSON.
static const requiredKeys = <String>{
'enabled',
'modelName',
};
}