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[RHOAIENG-9048] Cypress tests for MLMD artifacts #2987

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merged 1 commit into from
Jul 10, 2024
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[RHOAIENG-9048] Cypress tests for MLMD artifacts #2987

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345 changes: 345 additions & 0 deletions frontend/src/__mocks__/mlmd/mockGetArtifacts.ts
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/* eslint-disable camelcase */
import { GetArtifactsResponse, GetArtifactsByIDResponse } from '~/__mocks__/third_party/mlmd';
import createGrpcResponse, { GrpcResponse } from './utils';

export const mockedArtifactsResponse: GetArtifactsResponse = {
artifacts: [
{
id: 1,
typeId: 14,
type: 'system.Metrics',
uri: 's3://scalar-metrics-uri',
properties: {},
customProperties: {
accuracy: { doubleValue: 92 },
display_name: { stringValue: 'scalar metrics' },
},
state: 2,
createTimeSinceEpoch: 1611399342384,
lastUpdateTimeSinceEpoch: 1611399342384,
},
{
id: 2,
typeId: 16,
type: 'system.Dataset',
uri: 's3://dataset-uri',
properties: {},
customProperties: { display_name: { stringValue: 'dataset' } },
state: 2,
createTimeSinceEpoch: 1611399342384,
lastUpdateTimeSinceEpoch: 1611399342384,
},
{
id: 3,
typeId: 15,
type: 'system.ClassificationMetrics',
uri: 's3://confidence-metrics-uri',
properties: {},
customProperties: {
confidenceMetrics: {
structValue: {
fields: {
list: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
listValue: {
valuesList: [
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
confidenceThreshold: {
nullValue: 0,
numberValue: 2,
stringValue: '',
boolValue: false,
},

falsePositiveRate: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},

recall: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},
},
},
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
confidenceThreshold: {
nullValue: 0,
numberValue: 1,
stringValue: '',
boolValue: false,
},

falsePositiveRate: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},

recall: {
nullValue: 0,
numberValue: 0.33962264150943394,
stringValue: '',
boolValue: false,
},
},
},
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
confidenceThreshold: {
nullValue: 0,
numberValue: 0.9,
stringValue: '',
boolValue: false,
},
falsePositiveRate: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},
recall: {
nullValue: 0,
numberValue: 0.6037735849056604,
stringValue: '',
boolValue: false,
},
},
},
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
confidenceThreshold: {
nullValue: 0,
numberValue: 0.8,
stringValue: '',
boolValue: false,
},
falsePositiveRate: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},
recall: {
nullValue: 0,
numberValue: 0.8490566037735849,
stringValue: '',
boolValue: false,
},
},
},
},
],
},
},
},
},
},
display_name: { stringValue: 'confidence metrics' },
},
state: 2,
createTimeSinceEpoch: 1611399342384,
lastUpdateTimeSinceEpoch: 1611399342384,
},
{
id: 4,
typeId: 15,
type: 'system.ClassificationMetrics',
uri: 's3://confusion-matrix-uri',
properties: {},
customProperties: {
confusionMatrix: {
structValue: {
fields: {
struct: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
annotationSpecs: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
listValue: {
valuesList: [
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
displayName: {
nullValue: 0,
numberValue: 0,
stringValue: 'Setosa',
boolValue: false,
},
},
},
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
displayName: {
nullValue: 0,
numberValue: 0,
stringValue: 'Versicolour',
boolValue: false,
},
},
},
},
],
},
},
rows: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
listValue: {
valuesList: [
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
row: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
listValue: {
valuesList: [
{
nullValue: 0,
numberValue: 37,
stringValue: '',
boolValue: false,
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
},
],
},
},
},
},
},
{
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
structValue: {
fields: {
row: {
nullValue: 0,
numberValue: 0,
stringValue: '',
boolValue: false,
listValue: {
valuesList: [
{
nullValue: 0,
numberValue: 15,
stringValue: '',
boolValue: false,
},
{
nullValue: 0,
numberValue: 7,
stringValue: '',
boolValue: false,
},
{
nullValue: 0,
numberValue: 11,
stringValue: '',
boolValue: false,
},
],
},
},
},
},
},
],
},
},
},
},
},
},
},
},
display_name: { stringValue: 'confusion matrix' },
},
state: 2,
createTimeSinceEpoch: 1611399342384,
lastUpdateTimeSinceEpoch: 1611399342384,
},
],
};

export const mockGetArtifactsById = (response: GetArtifactsByIDResponse): GrpcResponse => {
const binary = GetArtifactsByIDResponse.encode(response).finish();
return createGrpcResponse(binary);
};

export const mockGetArtifactsResponse = (response: GetArtifactsResponse): GrpcResponse => {
const binary = GetArtifactsResponse.encode(response).finish();
return createGrpcResponse(binary);
};
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