Consolidate collectCustomPlots

extension/src/experiments/index.ts

@@ -333,6 +333,10 @@ export class Experiments extends BaseRepository<TableData> {
     return this.experiments.getExperimentCount()
   }
 
+  public getExperimentsWithCheckpoints() {
+    return this.experiments.getExperimentsWithCheckpoints()
+  }
+
   public async selectExperiments() {
     const experiments = this.experiments.getExperimentsWithCheckpoints()
 

extension/src/experiments/model/index.ts

@@ -60,6 +60,10 @@ export type ExperimentWithCheckpoints = Experiment & {
   checkpoints?: Experiment[]
 }
 
+export type ExperimentWithDefinedCheckpoints = Experiment & {
+  checkpoints: Experiment[]
+}
+
 export enum ExperimentType {
   WORKSPACE = 'workspace',
   COMMIT = 'commit',

extension/src/plots/index.ts

@@ -13,7 +13,6 @@ import { Experiments } from '../experiments'
 import { Resource } from '../resourceLocator'
 import { InternalCommands } from '../commands/internal'
 import { definedAndNonEmpty } from '../util/array'
-import { ExperimentsOutput } from '../cli/dvc/contract'
 import { TEMP_PLOTS_DIR } from '../cli/dvc/constants'
 import { removeDir } from '../fileSystem'
 import { Toast } from '../vscode/toast'
@@ -173,7 +172,7 @@ export class Plots extends BaseRepository<TPlotsData> {
           waitForInitialExpData.dispose()
           this.data.setMetricFiles(data)
           this.setupExperimentsListener(experiments)
-          void this.initializeData(data)
+          void this.initializeData()
         }
       })
     )
@@ -184,7 +183,7 @@ export class Plots extends BaseRepository<TPlotsData> {
       experiments.onDidChangeExperiments(async data => {
         if (data) {
           await Promise.all([
-            this.plots.transformAndSetExperiments(data),
+            this.plots.transformAndSetExperiments(),
             this.data.setMetricFiles(data)
           ])
         }
@@ -200,8 +199,8 @@ export class Plots extends BaseRepository<TPlotsData> {
     )
   }
 
-  private async initializeData(data: ExperimentsOutput) {
-    await this.plots.transformAndSetExperiments(data)
+  private async initializeData() {
+    await this.plots.transformAndSetExperiments()
     void this.data.managedUpdate()
     await Promise.all([
       this.data.isReady(),

extension/src/plots/model/collect.test.ts

@@ -1,154 +1,93 @@
 import { join } from 'path'
-import omit from 'lodash.omit'
 import isEmpty from 'lodash.isempty'
 import {
   collectData,
   collectTemplates,
   collectOverrideRevisionDetails,
-  collectCustomPlots,
-  collectCustomCheckpointPlots,
-  collectCustomPlotData
+  collectCustomPlots
 } from './collect'
+import { isCheckpointPlot } from './custom'
 import plotsDiffFixture from '../../test/fixtures/plotsDiff/output'
 import customPlotsFixture, {
   customPlotsOrderFixture,
-  checkpointPlotsFixture
+  experimentsWithCheckpoints
 } from '../../test/fixtures/expShow/base/customPlots'
 import {
   ExperimentStatus,
   EXPERIMENT_WORKSPACE_ID
 } from '../../cli/dvc/contract'
 import { sameContents } from '../../util/array'
 import {
-  CheckpointPlot,
-  CustomPlot,
   CustomPlotData,
+  CustomPlotType,
+  DEFAULT_NB_ITEMS_PER_ROW,
+  DEFAULT_PLOT_HEIGHT,
   TemplatePlot
 } from '../webview/contract'
 import { getCLICommitId } from '../../test/fixtures/plotsDiff/util'
-import expShowFixture from '../../test/fixtures/expShow/base/output'
-import modifiedFixture from '../../test/fixtures/expShow/modified/output'
 import { SelectedExperimentWithColor } from '../../experiments/model'
 import { Experiment } from '../../experiments/webview/contract'
 
 const logsLossPath = join('logs', 'loss.tsv')
 
 const logsLossPlot = (plotsDiffFixture[logsLossPath][0] || {}) as TemplatePlot
 
-const getCustomPlotFromCustomPlotData = ({
-  id,
-  metric,
-  param,
-  type,
-  values
-}: CustomPlotData) =>
-  ({
-    id,
-    metric,
-    param,
-    type,
-    values
-  } as CustomPlot)
-
 describe('collectCustomPlots', () => {
+  const defaultFuncArgs = {
+    experiments: experimentsWithCheckpoints,
+    hasCheckpoints: true,
+    height: DEFAULT_PLOT_HEIGHT,
+    nbItemsPerRow: DEFAULT_NB_ITEMS_PER_ROW,
+    plotsOrderValues: customPlotsOrderFixture,
+    selectedRevisions: customPlotsFixture.colors?.domain
+  }
+
   it('should return the expected data from the test fixture', () => {
-    const expectedOutput: CustomPlot[] = customPlotsFixture.plots.map(
-      getCustomPlotFromCustomPlotData
-    )
-    const data = collectCustomPlots(
-      customPlotsOrderFixture,
-      checkpointPlotsFixture,
-      [
-        {
-          id: '12345',
-          label: '123',
-          metrics: {
-            'summary.json': {
-              accuracy: 0.3724166750907898,
-              loss: 2.0205044746398926
-            }
-          },
-          name: 'exp-e7a67',
-          params: { 'params.yaml': { dropout: 0.15, epochs: 2 } }
-        },
-        {
-          id: '12345',
-          label: '123',
-          metrics: {
-            'summary.json': {
-              accuracy: 0.4668000042438507,
-              loss: 1.9293040037155151
-            }
-          },
-          name: 'test-branch',
-          params: { 'params.yaml': { dropout: 0.122, epochs: 2 } }
-        },
-        {
-          id: '12345',
-          label: '123',
-          metrics: {
-            'summary.json': {
-              accuracy: 0.5926499962806702,
-              loss: 1.775016188621521
-            }
-          },
-          name: 'exp-83425',
-          params: { 'params.yaml': { dropout: 0.124, epochs: 5 } }
-        }
-      ]
+    const expectedOutput: CustomPlotData[] = customPlotsFixture.plots
+    const data = collectCustomPlots(defaultFuncArgs)
+    expect(data).toStrictEqual(expectedOutput)
+  })
+
+  it('should return only custom plots if there no selected revisions', () => {
+    const expectedOutput: CustomPlotData[] = customPlotsFixture.plots.filter(
+      plot => plot.type !== CustomPlotType.CHECKPOINT
     )
+    const data = collectCustomPlots({
+      ...defaultFuncArgs,
+      selectedRevisions: undefined
+    })
 
     expect(data).toStrictEqual(expectedOutput)
   })
-})
 
-describe('collectCustomPlotData', () => {
-  it('should return the expected data from test fixture', () => {
-    const expectedMetricVsParamPlotData = customPlotsFixture.plots[0]
-    const expectedCheckpointsPlotData = customPlotsFixture.plots[2]
-    const metricVsParamPlot = getCustomPlotFromCustomPlotData(
-      expectedMetricVsParamPlotData
-    )
-    const checkpointsPlot = getCustomPlotFromCustomPlotData(
-      expectedCheckpointsPlotData
+  it('should return only custom plots if checkpoints are not enabled', () => {
+    const expectedOutput: CustomPlotData[] = customPlotsFixture.plots.filter(
+      plot => plot.type !== CustomPlotType.CHECKPOINT
     )
+    const data = collectCustomPlots({
+      ...defaultFuncArgs,
+      hasCheckpoints: false
+    })
 
-    const metricVsParamData = collectCustomPlotData(
-      metricVsParamPlot,
-      customPlotsFixture.colors,
-      customPlotsFixture.nbItemsPerRow,
-      customPlotsFixture.height
-    )
+    expect(data).toStrictEqual(expectedOutput)
+  })
 
-    const checkpointsData = collectCustomPlotData(
-      {
-        ...checkpointsPlot,
-        values: [
-          ...checkpointsPlot.values,
-          {
-            group: 'exp-123',
-            iteration: 1,
-            y: 1.4534177053451538
-          },
-          {
-            group: 'exp-123',
-            iteration: 2,
-            y: 1.757687
-          },
-          {
-            group: 'exp-123',
-            iteration: 3,
-            y: 1.989894
-          }
-        ]
-      } as CheckpointPlot,
-      customPlotsFixture.colors,
-      customPlotsFixture.nbItemsPerRow,
-      customPlotsFixture.height
-    )
+  it('should return checkpoint plots with values only containing selected experiments data', () => {
+    const domain = customPlotsFixture.colors?.domain.slice(1) as string[]
+
+    const expectedOutput = customPlotsFixture.plots.map(plot => ({
+      ...plot,
+      values: isCheckpointPlot(plot)
+        ? plot.values.filter(value => domain.includes(value.group))
+        : plot.values
+    }))
 
-    expect(metricVsParamData).toStrictEqual(expectedMetricVsParamPlotData)
-    expect(checkpointsData).toStrictEqual(expectedCheckpointsPlotData)
+    const data = collectCustomPlots({
+      ...defaultFuncArgs,
+      selectedRevisions: domain
+    })
+
+    expect(data).toStrictEqual(expectedOutput)
   })
 })
 
@@ -215,50 +154,6 @@ describe('collectData', () => {
   })
 })
 
-describe('collectCustomCheckpointPlotsData', () => {
-  it('should return the expected data from the test fixture', () => {
-    const data = collectCustomCheckpointPlots(expShowFixture)
-
-    expect(data).toStrictEqual(checkpointPlotsFixture)
-  })
-
-  it('should provide a continuous series for a modified experiment', () => {
-    const data = collectCustomCheckpointPlots(modifiedFixture)
-
-    for (const { values } of Object.values(data)) {
-      const initialExperiment = values.filter(
-        point => point.group === 'exp-908bd'
-      )
-      const modifiedExperiment = values.find(
-        point => point.group === 'exp-01b3a'
-      )
-
-      const lastIterationInitial = initialExperiment?.slice(-1)[0]
-      const firstIterationModified = modifiedExperiment
-
-      expect(lastIterationInitial).not.toStrictEqual(firstIterationModified)
-      expect(omit(lastIterationInitial, 'group')).toStrictEqual(
-        omit(firstIterationModified, 'group')
-      )
-
-      const baseExperiment = values.filter(point => point.group === 'exp-920fc')
-      const restartedExperiment = values.find(
-        point => point.group === 'exp-9bc1b'
-      )
-
-      const iterationRestartedFrom = baseExperiment?.slice(5)[0]
-      const firstIterationAfterRestart = restartedExperiment
-
-      expect(iterationRestartedFrom).not.toStrictEqual(
-        firstIterationAfterRestart
-      )
-      expect(omit(iterationRestartedFrom, 'group')).toStrictEqual(
-        omit(firstIterationAfterRestart, 'group')
-      )
-    }
-  })
-})
-
 describe('collectTemplates', () => {
   it('should return the expected output from the test fixture', () => {
     const { content } = logsLossPlot