pipelines/frontend/mock-backend/fixed-data.ts

841 lines
24 KiB
TypeScript

// Copyright 2018 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
import { ApiExperiment } from '../src/apis/experiment';
import { ApiJob } from '../src/apis/job';
import { ApiPipeline } from '../src/apis/pipeline';
import { ApiRelationship, ApiResourceType, ApiRunDetail, RunMetricFormat } from '../src/apis/run';
import helloWorldRun from './hello-world-runtime';
import helloWorldWithStepsRun from './hello-world-with-steps-runtime';
import jsonRun from './json-runtime';
import coinflipRun from './mock-coinflip-runtime';
import errorRun from './mock-error-runtime';
import xgboostRun from './mock-xgboost-runtime';
import largeGraph from './large-graph-runtime';
import retryRun from './mock-retry-runtime';
function padStartTwoZeroes(str: string): string {
let padded = str || '';
while (padded.length < 2) {
padded = '0' + padded;
}
return padded;
}
// The number of simple, dummy Pipelines, Jobs, and Runs that will be appended to the list.
const NUM_DUMMY_PIPELINES = 30;
const NUM_DUMMY_JOBS = 20;
const NUM_DUMMY_RUNS = 20;
const pipelines: ApiPipeline[] = [
{
created_at: new Date('2018-04-01T20:58:23.000Z'),
description: 'An awesome unstructured text pipeline.',
id: '8fbe3bd6-a01f-11e8-98d0-529269fb1459',
name: 'Unstructured text',
parameters: [
{
name: 'x',
},
{
name: 'y',
},
{
name: 'output',
},
],
},
{
created_at: new Date('2018-04-02T20:59:29.000Z'),
description: 'An awesome image classification pipeline.',
id: '8fbe3f78-a01f-11e8-98d0-529269fb1459',
name: 'Image classification',
parameters: [
{
name: 'project',
},
{
name: 'workers',
},
{
name: 'rounds',
},
{
name: 'output',
},
],
},
{
created_at: new Date('2018-04-03T20:58:23.000Z'),
description: 'This pipeline has no parameters',
id: '8fbe41b2-a01f-11e8-98d0-529269fb1459',
name: 'No parameters',
parameters: [],
},
{
created_at: new Date('2018-04-04T20:58:23.000Z'),
description: 'This pipeline has undefined parameters',
id: '8fbe42f2-a01f-11e8-98d0-529269fb1459',
name: 'Undefined parameters',
parameters: undefined as any,
},
{
created_at: new Date('2018-04-01T20:59:23.000Z'),
description: 'Trying to delete this Pipeline will result in an error.',
id: '8fbe3bd6-a01f-11e8-98d0-529269fb1460',
name: 'Cannot be deleted',
parameters: [
{
name: 'xx',
},
{
name: 'yy',
},
{
name: 'output',
},
],
},
{
created_at: new Date('2019-10-25T20:59:23.000Z'),
description:
'A pipeline using [markdown](https://en.wikipedia.org/wiki/Markdown) for description.',
id: '8fbe3bd6-a01f-11e8-98d0-529269fb1461',
name: 'Markdown description',
parameters: [],
},
{
created_at: new Date('2020-01-22T20:59:23.000Z'),
description: 'A pipeline with a long name',
id: '9fbe3bd6-a01f-11e8-98d0-529269fb1462',
name: 'A pipeline with a very very very very very very very long name',
parameters: [],
},
];
pipelines.push(...generateNPipelines());
const jobs: ApiJob[] = [
{
created_at: new Date('2018-03-01T21:58:23.000Z'),
description: 'This job has no runs',
enabled: true,
id: '7fc01714-4a13-4c05-5902-a8a72c14253b',
max_concurrency: '10',
name: 'No Runs',
pipeline_spec: {
parameters: [
{
name: 'project',
value: 'my-cloud-project',
},
{
name: 'workers',
value: '6',
},
{
name: 'rounds',
value: '25',
},
{
name: 'output',
value: 'gs://path-to-my-project',
},
],
pipeline_id: pipelines[0].id,
pipeline_name: pipelines[0].name,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
status: 'Failed:Succeeded',
trigger: {
cron_schedule: {
cron: '30 1 * * * ?',
end_time: new Date('2018-04-01T21:58:23.000Z'),
start_time: new Date('2018-03-01T21:58:23.000Z'),
},
},
updated_at: new Date('2018-03-01T21:58:23.000Z'),
},
{
created_at: new Date('2018-03-02T22:58:23.000Z'),
description: 'This job cannot be deleted',
enabled: false,
id: '7fc01714-4a13-4c05-7186-a8a72c14253b',
max_concurrency: '10',
name: 'Cannot be deleted - 1',
pipeline_spec: {
parameters: [
{
name: 'x',
value: '10',
},
{
name: 'y',
value: '20',
},
{
name: 'output',
value: 'some-output-path',
},
],
pipeline_id: pipelines[1].id,
pipeline_name: pipelines[1].name,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
status: 'Succeeded',
trigger: {
cron_schedule: {
cron: '0 0 * * * ?',
start_time: new Date('2018-03-01T21:58:23.000Z'),
},
},
updated_at: new Date('2018-03-02T22:58:23.000Z'),
},
{
created_at: new Date('2018-03-03T23:58:23.000Z'),
description: 'This job cannot be deleted',
enabled: true,
id: '7fc01714-4a13-4c05-8957-a8a72c14253b',
max_concurrency: '10',
name: 'Cannot be deleted - 2',
pipeline_spec: {
parameters: [
{
name: 'project',
value: 'my-other-cloud-project',
},
{
name: 'workers',
value: '12',
},
{
name: 'rounds',
value: '50',
},
{
name: 'output',
value: 'gs://path-to-my-other-project',
},
],
pipeline_id: pipelines[2].id,
pipeline_name: pipelines[2].name,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
status: 'Succeeded',
trigger: {
periodic_schedule: {
end_time: new Date('2018-03-03T23:58:23.000Z'),
interval_second: '439652',
},
},
updated_at: new Date('2018-03-03T23:58:23.000Z'),
},
];
jobs.push(...generateNJobs());
const experiments: ApiExperiment[] = [
{
description: 'This experiment has no runs',
id: '7fc01714-4a13-4c05-5902-a8a72c14253b',
name: 'No Runs',
},
{
description: 'A Pipeline experiment with runs',
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
name: 'Kubeflow Pipelines Experiment',
},
{
description:
'A different Pipeline experiment used to group runs. ' +
'This experiment also has a very long description, which should overflow the container card.',
id: 'a4d4f8c6-ce9c-4200-a92e-c48ec759b733',
name: 'Experiment Number 2',
},
{
description: 'This experiment has a very very very long name',
id: 'z4d4f8c6-ce9c-4200-a92e-c48ec759b733',
name: 'Experiment with a very very very very very very very very very very very very long name',
},
];
const runs: ApiRunDetail[] = [
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(coinflipRun),
},
run: {
created_at: new Date('2018-03-17T20:58:23.000Z'),
description: 'A recursive coinflip run',
finished_at: new Date('2018-03-18T21:01:23.000Z'),
id: '3308d0ec-f1b3-4488-a2d3-8ad0f91e88e7',
metrics: [
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'coinflip-recursive-q7dqb',
number_value: 0.6762,
},
{
format: RunMetricFormat.RAW,
name: 'log_loss',
node_id: 'coinflip-recursive-q7dqb',
number_value: -0.573,
},
],
name: 'coinflip-recursive-run-lknlfs3',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[0].id,
pipeline_name: pipelines[0].name,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-03-17T20:58:23.000Z'),
status: 'Failed:Succeeded',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(errorRun),
},
run: {
error: 'Mock error retrieving this run. All fields will be empty besides ID and this',
id: 'f9486999-e853-40ee-993d-a0199b2cb7bd',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(errorRun),
},
run: {
created_at: new Date('2018-04-17T21:00:00.000Z'),
description: 'A coinflip run with an error. No metrics',
finished_at: new Date('2018-04-17T21:00:33.000Z'),
id: '47a3d09c-7db4-4788-ac55-3f8d908574aa',
metrics: [],
name: 'coinflip-error-nklng2',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[0].id,
pipeline_name: pipelines[0].name,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-04-17T21:00:00.000Z'),
status: 'Error',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(jsonRun),
},
run: {
created_at: new Date('2018-05-17T21:58:23.000Z'),
description: 'A simple run with json input',
id: '183ac01f-dc26-4ebf-b817-7b3f96fdc3ac',
metrics: [
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'json-12abc',
number_value: 0.5423,
},
],
name: 'json-12abc',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[2].id,
pipeline_name: pipelines[2].name,
},
resource_references: [
{
key: {
id: 'a4d4f8c6-ce9c-4200-a92e-c48ec759b733',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-05-17T21:58:23.000Z'),
status: 'Running',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(helloWorldRun),
},
run: {
created_at: new Date('2018-05-17T21:58:23.000Z'),
description: 'A simple hello world run',
id: 'fa5d897e-88d3-4dfc-b189-9dea6947c9bc',
metrics: [
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'hello-world-7sm94',
number_value: 0.5423,
},
],
name: 'hello-world-7sm94',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[2].id,
pipeline_name: pipelines[2].name,
},
resource_references: [
{
key: {
id: 'a4d4f8c6-ce9c-4200-a92e-c48ec759b733',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-05-17T21:58:23.000Z'),
status: 'Running',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(helloWorldWithStepsRun),
},
run: {
created_at: new Date('2018-06-17T22:58:23.000Z'),
description: 'A simple hello world run, but with steps. Not attached to any experiment',
finished_at: new Date('2018-06-18T21:00:33.000Z'),
id: '21afb688-7597-47e9-b6c3-35d3145fe5e1',
metrics: [
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'hello-world-61985dbf-4299-458b-a183-1f2c2436c21c',
number_value: 0.43,
},
],
name: 'hello-world-with-steps-kajnkv4',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[3].id,
pipeline_name: pipelines[3].name,
},
scheduled_at: new Date('2018-06-17T22:58:23.000Z'),
status: 'Failed',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(xgboostRun),
},
run: {
created_at: new Date('2018-07-17T23:58:23.000Z'),
description: 'An xgboost evaluation run',
id: 'a8c471b1-a64e-4713-a660-3899815a40e4',
metrics: [
{
format: RunMetricFormat.RAW,
name: 'numeric_metric',
node_id: 'xgboost-training-gzkm9-2457131397',
number_value: 24,
},
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'xgboost-training-gzkm9-1761585008',
number_value: 0.95675,
},
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'xgboost-training-gzkm9-2365787662',
number_value: 0.8765,
},
{
format: RunMetricFormat.UNSPECIFIED,
name: 'unspecified format metric',
node_id: 'xgboost-training-gzkm9-2203328319',
number_value: 1.34,
},
],
name: 'xgboost-evaluation-asdlk2',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[1].id,
pipeline_name: pipelines[1].name,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-07-17T23:58:23.000Z'),
status: 'Pending',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(xgboostRun),
},
run: {
created_at: new Date('2018-08-18T20:58:23.000Z'),
description:
'An xgboost evaluation run with a very long description that includes:' +
' Lorem ipsum dolor sit amet, consectetur adipiscing elit. Praesent fermentum commodo' +
' libero, a imperdiet ipsum cursus id. Nullam odio sem, ornare id sollicitudin ac,' +
' rutrum in dolor. Integer interdum lacus in ex rutrum elementum. Mauris gravida feugiat' +
' enim, ac dapibus augue rhoncus in. Integer vel tempus nulla. Cras sed ultrices dolor.' +
' Ut nec dapibus eros, vitae iaculis nunc. In aliquet accumsan rhoncus. Donec vitae' +
' ipsum a tellus fermentum pharetra in in neque. Pellentesque consequat felis non est' +
' vulputate pellentesque. Aliquam eget cursus enim.',
finished_at: new Date('2018-08-20T21:01:23.000Z'),
id: '7fc01714-4a13-4c05-8044-a8a72c14253b',
metrics: [
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'xgboost-training-gzkm9-1253553084',
number_value: 0.8999,
},
{
format: RunMetricFormat.RAW,
name: 'log_loss',
node_id: 'xgboost-training-gzkm9-2365787662',
number_value: -0.123,
},
],
name:
'xgboost-run-with-a-veeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeery-' +
'loooooooooooooooooooooooooooong-name-aifk298',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: pipelines[1].id,
pipeline_name: pipelines[1].name,
},
resource_references: [
{
key: {
id: 'a4d4f8c6-ce9c-4200-a92e-c48ec759b733',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-08-18T20:58:23.000Z'),
status: 'Succeeded',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(helloWorldRun),
},
run: {
created_at: new Date('2018-08-18T20:58:23.000Z'),
description: 'simple run with pipeline spec embedded in it.',
finished_at: new Date('2018-08-18T21:01:23.000Z'),
id: '7fc01715-4a93-4c00-8044-a8a72c14253b',
metrics: [
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'hello-world-7sm94',
number_value: 0.5999,
},
{
format: RunMetricFormat.RAW,
name: 'log_loss',
node_id: 'hello-world-7sm94',
number_value: -0.223,
},
],
name: 'hello-world-with-pipeline',
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
workflow_manifest: JSON.stringify(helloWorldRun),
},
resource_references: [
{
key: {
id: 'a4d4f8c6-ce9c-4200-a92e-c48ec759b733',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-08-18T20:58:23.000Z'),
status: 'Succeeded',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(largeGraph),
},
run: {
created_at: new Date('2020-07-08T10:03:37.000Z'),
description: 'large pipelien with a lot of nodes.',
finished_at: new Date('2020-07-08T10:39:43.000Z'),
id: '808ecf03-ee3b-48c6-9fa1-5f14ad11a3f8',
name: 'Very large graph',
pipeline_spec: {
workflow_manifest: JSON.stringify(largeGraph),
},
resource_references: [
{
key: {
id: 'a4d4f8c6-ce9c-4200-a92e-c48ec759b733',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('1970-01-01T00:00:00.000Z'),
status: 'Succeeded',
},
},
{
pipeline_runtime: {
workflow_manifest: JSON.stringify(retryRun),
},
run: {
id: '2f9a3d50-454c-4979-be8d-f222bc245bc1',
created_at: new Date('2020-09-08T08:19:12Z'),
finished_at: new Date('2020-09-08T08:19:25Z'),
name: 'Run of retry (835b8)',
pipeline_spec: {},
metrics: [],
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('1970-01-01T00:00:00Z'),
status: 'Succeeded',
},
},
];
runs.push(...generateNRuns());
function generateNPipelines(): ApiPipeline[] {
const dummyPipelines: ApiPipeline[] = [];
for (let i = pipelines.length + 1; i < NUM_DUMMY_PIPELINES + pipelines.length + 1; i++) {
dummyPipelines.push({
created_at: new Date('2018-02-12T20:' + padStartTwoZeroes(i.toString()) + ':23.000Z'),
description: `A dummy pipeline (${i})`,
id: 'Some-pipeline-id-' + i,
name: 'Kubeflow Pipeline number ' + i,
parameters: [
{
name: 'project',
value: 'my-cloud-project',
},
],
});
}
return dummyPipelines;
}
function generateNRuns(): ApiRunDetail[] {
const dummyRuns: ApiRunDetail[] = [];
for (let i = runs.length + 1; i < NUM_DUMMY_RUNS + runs.length + 1; i++) {
dummyRuns.push({
pipeline_runtime: {
workflow_manifest: JSON.stringify(coinflipRun),
},
run: {
created_at: new Date('2018-02-12T20:' + padStartTwoZeroes(i.toString()) + ':23.000Z'),
description: 'The description of a dummy run',
finished_at: new Date(
'2018-02-12T20:' + padStartTwoZeroes(((2 * i) % 60).toString()) + ':25.000Z',
),
id: 'Some-run-id-' + i,
metrics: [
{
format: RunMetricFormat.RAW,
name: 'numeric_metric',
node_id: 'coinflip-recursive-q7dqb',
number_value: i,
},
{
format: RunMetricFormat.PERCENTAGE,
name: 'accuracy',
node_id: 'coinflip-recursive-q7dqb-1720466287',
number_value: ((i + 50) % 100) / 100.0,
},
{
format: RunMetricFormat.UNSPECIFIED,
name: 'unspecified format metric',
node_id: 'coinflip-recursive-q7dqb-1720466287',
number_value: i + 0.43,
},
],
name: 'dummy-coinflip-recursive-asdlx' + i,
pipeline_spec: {
parameters: [
{ name: 'paramName1', value: 'paramVal1' },
{ name: 'paramName2', value: 'paramVal2' },
],
pipeline_id: 'Some-pipeline-id-' + i,
pipeline_name: 'Kubeflow Pipeline number ' + i,
},
resource_references: [
{
key: {
id: '275ea11d-ac63-4ce3-bc33-ec81981ed56a',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
scheduled_at: new Date('2018-02-12T20:' + padStartTwoZeroes(i.toString()) + ':23.000Z'),
status: 'Succeeded',
},
});
}
return dummyRuns;
}
function generateNJobs(): ApiJob[] {
const dummyJobs: ApiJob[] = [];
for (let i = jobs.length + 1; i < NUM_DUMMY_JOBS + jobs.length + 1; i++) {
dummyJobs.push({
created_at: new Date('2018-02-01T20:' + padStartTwoZeroes(i.toString()) + ':23.000Z'),
description: 'Some description',
enabled: false,
id: 'Some-job-id-' + i,
max_concurrency: '10',
name: 'Job#' + i,
pipeline_spec: {
parameters: [
{
name: 'project',
value: 'my-cloud-project',
},
{
name: 'workers',
value: '6',
},
{
name: 'rounds',
value: '25',
},
{
name: 'output',
value: 'gs://path-to-my-project',
},
],
pipeline_id: pipelines[i % pipelines.length].id,
},
resource_references: [
{
key: {
id: '7fc01714-4a13-4c05-5902-a8a72c14253b',
type: ApiResourceType.EXPERIMENT,
},
relationship: ApiRelationship.OWNER,
},
],
status: 'Succeeded',
trigger: undefined,
updated_at: new Date('2018-02-01T20:' + padStartTwoZeroes(i.toString()) + ':23.000Z'),
});
}
return dummyJobs;
}
export const data = {
experiments,
jobs,
pipelines,
runs,
};
// tslint:disable:object-literal-sort-keys
export const namedPipelines = {
unstructuredTextPipeline: pipelines[0],
imageClassificationPipeline: pipelines[1],
noParamsPipeline: pipelines[2],
undefinedParamsPipeline: pipelines[3],
};
// tslint:enable:object-literal-sort-keys