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export const newCandidate = () => ({
params: [
{ name: 'Algorithm', value: 'Decision Tree' },
{ name: 'MaxDepth', value: '3' },
],
metrics: [
{ name: 'AUC', value: '.55', step: 0 },
{ name: 'Accuracy', value: '.99', step: 1 },
{ name: 'Accuracy', value: '.98', step: 2 },
{ name: 'Accuracy', value: '.97', step: 3 },
{ name: 'F1', value: '.1', step: 3 },
],
metadata: [
{ name: 'FileName', value: 'test.py' },
{ name: 'ExecutionTime', value: '.0856' },
],
info: {
iid: 'candidate_iid',
eid: 'abcdefg',
pathToArtifact: 'path_to_artifact',
experimentName: 'The Experiment',
pathToExperiment: 'path/to/experiment',
status: 'SUCCESS',
path: 'path_to_candidate',
ciJob: {
name: 'test',
path: 'path/to/job',
mergeRequest: {
path: 'path/to/mr',
iid: 1,
title: 'Some MR',
},
user: {
path: 'path/to/ci/user',
name: 'CI User',
username: 'ciuser',
avatar: '/img.png',
},
},
},
});
const LATEST_VERSION = {
version: '1.2.3',
path: 'path/to/modelversion',
};
export const makeModel = ({ latestVersion } = { latestVersion: LATEST_VERSION }) => ({
id: 1234,
name: 'blah',
path: 'path/to/blah',
description: 'Description of the model',
latestVersion,
versionCount: 2,
candidateCount: 1,
});
export const MODEL = makeModel();
export const makeModelVersion = ({
version = '1.2.3',
model = MODEL,
packageId = 12,
description = 'Model version description',
} = {}) => ({
version,
model,
packageId,
description,
projectPath: 'path/to/project',
candidate: newCandidate(),
});
export const MODEL_VERSION = makeModelVersion();
export const mockModels = [
{
name: 'model_1',
version: '1.0',
versionPath: 'path/to/version',
path: 'path/to/model_1',
versionCount: 3,
},
{
name: 'model_2',
version: '1.1',
path: 'path/to/model_2',
versionCount: 1,
},
];
export const modelWithoutVersion = {
name: 'model_without_version',
path: 'path/to/model_without_version',
versionCount: 0,
};
export const startCursor = 'eyJpZCI6IjE2In0';
export const defaultPageInfo = Object.freeze({
startCursor,
endCursor: 'eyJpZCI6IjIifQ',
hasNextPage: true,
hasPreviousPage: true,
});
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