org.openprovenance.prov.template.library.plead.PleadFiltering
TODO doc.
-
0
:
Constant field for the name of this template
-
1
filtered_file
integer O
:
The file resulting from filtering
-
2
filename
string I*
:
The file name resulting from the filtering
-
3
file
integer I*
:
The file before filtering
-
4
method
integer I
:
The method to filter the file
-
5
organization
integer I
:
An organization aiming managing the ML pipeline
-
6
engineer
integer I
:
The engineer developing the ML pipeline
-
7
filtering
integer O
:
The activity of filtering the file
-
8
n_rows
integer I
:
The number of rows in the file
-
9
n_cols
integer I
:
The number of columns in the file
-
10
path
string I
:
The actual path of the file
-
11
time
string I
:
Time when the filtered file is created
-
12
start
string I
:
Time when the transformation starts
-
13
end
string I
:
Time when the transformation ends
org.openprovenance.prov.template.library.plead.PleadTraining
TODO doc.
-
0
:
Constant field for the name of this template
-
1
pipeline
integer O
:
The pipeline resulting from the training
-
2
filename
string I*
:
The pipeline filename resulting from the training
-
3
training_dataset
integer I*
:
The dataset used in the training
-
4
organization
integer I
:
An organization aiming managing the ML pipeline
-
5
engineer
integer I
:
The engineer developing the ML pipeline
-
6
training
integer O
:
The activity of transforming the file
-
7
path
string I
:
The actual path of the file
-
8
time
string I
:
Time when the pipeline is created
-
9
start
string I
:
Time when the transformation starts
-
10
end
string I
:
Time when the transformation ends
org.openprovenance.prov.template.library.plead.PleadValidating
TODO doc.
-
0
:
Constant field for the name of this template
-
1
score
integer O
:
The result of the validation
-
2
testing_dataset
integer I*
:
The dataset used in the validation
-
3
organization
integer I
:
An organization aiming managing the ML pipeline
-
4
engineer
integer I
:
The engineer developing the ML pipeline
-
5
validating
integer O
:
The activity of validating with the test dataset
-
6
path
string I
:
The actual path of the file
-
7
score_value
number I*
:
The validation score
-
8
time
string I
:
Time when the pipeline is created
-
9
start
string I
:
Time when the transformation starts
-
10
end
string I
:
Time when the transformation ends
org.openprovenance.prov.template.library.plead.PleadApproving
TODO doc.
-
0
:
Constant field for the name of this template
-
1
approved_pipeline
integer O
:
The approved pipeline
-
2
filename
string I*
:
The filename of the approved pipeline
-
3
pipeline
integer I*
:
The pipeline before approval
-
4
approval_record
integer O
:
The approval record
-
5
score
integer I*
:
The score obtained through validation
-
6
organization
integer I
:
An organization aiming managing the ML pipeline
-
7
manager
integer I
:
The manager approving the ML pipeline
-
8
approving
integer O
:
The activity of approving the pipeline
-
9
signature
string I
:
The approval's signature
-
10
path
string I
:
The actual path of the file
-
11
time
string I
:
Time when the filtered file is created
-
12
start
string I
:
Time when the transformation starts
-
13
end
string I
:
Time when the transformation ends
org.openprovenance.prov.template.library.plead.PleadSplitting
TODO doc.
-
0
:
Constant field for the name of this template
-
1
split_file1
integer O
:
The first file resulting from the split
-
2
filename1
string I*
:
The first filename resulting from the split
-
3
split_file2
integer O
:
The second file resulting from the split
-
4
filename2
string I*
:
The second filename resulting from the split
-
5
file
integer I*
:
The file before splitting
-
6
organization
integer I
:
An organization aiming managing the ML pipeline
-
7
engineer
integer I
:
The engineer developing the ML pipeline
-
8
splitting
integer O
:
The activity of transforming the file
-
9
n_rows1
integer I
:
The number of rows in the file
-
10
n_cols1
integer I
:
The number of columns in the file
-
11
path1
string I
:
The actual path of the file
-
12
n_rows2
integer I
:
The number of rows in the file
-
13
n_cols2
integer I
:
The number of columns in the file
-
14
path2
string I
:
The actual path of the file
-
15
time
string I
:
Time when the transformed file is created
-
16
start
string I
:
Time when the transformation starts
-
17
end
string I
:
Time when the transformation ends