1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
|
# frozen_string_literal: true
module API
module Ml
module Mlflow
module ApiHelpers
def check_api_read!
not_found! unless can?(current_user, :read_model_experiments, user_project)
end
def check_api_write!
unauthorized! unless can?(current_user, :write_model_experiments, user_project)
end
def check_api_model_registry_read!
not_found! unless can?(current_user, :read_model_registry, user_project)
end
def resource_not_found!
render_structured_api_error!({ error_code: 'RESOURCE_DOES_NOT_EXIST' }, 404)
end
def resource_already_exists!
render_structured_api_error!({ error_code: 'RESOURCE_ALREADY_EXISTS' }, 400)
end
def invalid_parameter!(message = nil)
render_structured_api_error!({ error_code: 'INVALID_PARAMETER_VALUE', message: message }, 400)
end
def experiment_repository
::Ml::ExperimentTracking::ExperimentRepository.new(user_project, current_user)
end
def candidate_repository
::Ml::ExperimentTracking::CandidateRepository.new(user_project, current_user)
end
def experiment
@experiment ||= find_experiment!(params[:experiment_id], params[:experiment_name])
end
def candidate
@candidate ||= find_candidate!(params[:run_id])
end
def candidates_order_params(params)
find_params = {
order_by: nil,
order_by_type: nil,
sort: nil
}
return find_params if params[:order_by].blank?
order_by_split = params[:order_by].split(' ')
order_by_column_split = order_by_split[0].split('.')
if order_by_column_split.size == 1
order_by_column = order_by_column_split[0]
order_by_column_type = 'column'
elsif order_by_column_split[0] == 'metrics'
order_by_column = order_by_column_split[1]
order_by_column_type = 'metric'
else
order_by_column = nil
order_by_column_type = nil
end
order_by_sort = order_by_split[1]
{
order_by: order_by_column,
order_by_type: order_by_column_type,
sort: order_by_sort
}
end
def find_experiment!(iid, name)
experiment_repository.by_iid_or_name(iid: iid, name: name) || resource_not_found!
end
def find_candidate!(eid)
candidate_repository.by_eid(eid) || resource_not_found!
end
def find_model(project, name)
::Ml::FindModelService.new(project, name).execute || resource_not_found!
end
def packages_url
path = api_v4_projects_packages_generic_package_version_path(
id: user_project.id, package_name: '', file_name: ''
)
path = path.delete_suffix('/package_version')
expose_url(path)
end
end
end
end
end
|