Account for dvc yaml potentially not having a train stage

extension/src/experiments/checkpoints/collect.test.ts

@@ -51,6 +51,34 @@ describe('collectHasCheckpoints', () => {
     expect(hasCheckpoints).toBe(false)
   })
 
+  it('should not fail if a train stage is not provided', () => {
+    const hasCheckpoints = collectHasCheckpoints({
+      stages: {
+        extract: {
+          cmd: 'tar -xzf data/images.tar.gz --directory data',
+          deps: ['data/images.tar.gz'],
+          outs: [{ 'data/images/': { cache: false } }]
+        }
+      }
+    } as PartialDvcYaml)
+
+    expect(hasCheckpoints).toBe(false)
+  })
+
+  it('should return true if any stage has checkpoints', () => {
+    const hasCheckpoints = collectHasCheckpoints({
+      stages: {
+        extract: {
+          cmd: 'tar -xzf data/images.tar.gz --directory data',
+          deps: ['data/images.tar.gz'],
+          outs: [{ 'data/images/': { cache: false, checkpoint: true } }]
+        }
+      }
+    } as PartialDvcYaml)
+
+    expect(hasCheckpoints).toBe(true)
+  })
+
   it('should correctly classify a more complex dvc.yaml without checkpoint', () => {
     const hasCheckpoints = collectHasCheckpoints({
       stages: {

extension/src/experiments/checkpoints/collect.ts

@@ -1,13 +1,22 @@
-import { PartialDvcYaml } from '../../fileSystem'
+import { Out, PartialDvcYaml } from '../../fileSystem'
 
-export const collectHasCheckpoints = (yaml: PartialDvcYaml): boolean => {
-  return !!yaml.stages.train.outs.some(out => {
+const stageHasCheckpoints = (outs: Out[] = []): boolean => {
+  for (const out of outs) {
     if (typeof out === 'string') {
-      return false
+      continue
     }
-
     if (Object.values(out).some(file => file?.checkpoint)) {
       return true
     }
-  })
+  }
+  return false
+}
+
+export const collectHasCheckpoints = (yaml: PartialDvcYaml): boolean => {
+  for (const stage of Object.values(yaml?.stages || {})) {
+    if (stageHasCheckpoints(stage?.outs)) {
+      return true
+    }
+  }
+  return false
 }

extension/src/fileSystem/index.ts

@@ -67,9 +67,15 @@ export const isSameOrChild = (root: string, path: string) => {
   return !rel.startsWith('..')
 }
 
+export type Out =
+  | string
+  | Record<string, { checkpoint?: boolean; cache?: boolean }>
+
 export type PartialDvcYaml = {
   stages: {
-    train: { outs: (string | Record<string, { checkpoint?: boolean }>)[] }
+    [stage: string]: {
+      outs?: Out[]
+    }
   }
 }