Apply product feedback to dvc.yaml snippets

extension/snippets/dvc-yaml.code-snippets

@@ -13,123 +13,110 @@
   "Pipeline Stage Template": {
     "prefix": "dvc-pipeline-stage",
     "body": [
-      "  ${1:stage name}:",
-      "    cmd: ${2:command for the stage, e.g. python train.py}",
+      "  ${1:train}:",
+      "    cmd: ${2:python train.py}",
       "    deps:",
-      "      - ${3:list dependencies for the stage, e.g. train.py}",
+      "      - ${3:train.py}",
       "    params:",
-      "      - ${4:list params file(s) for the stage, e.g params.yaml}",
-      "    metrics:",
-      "      - ${5:list metric file(s) for the stage, e.g metrics.json}",
+      "      - ${4:params.yaml:}",
       "    outs:",
-      "      - ${6:list output(s) of the stage, e.g. model.pkl}"
+      "      - ${5:model.pkl}"
     ],
     "description": "Stage template for dvc.yaml pipeline"
   },
-  "Minimal Pipeline Stage Template": {
-    "prefix": "dvc-pipeline-minimal-stage",
-    "body": [
-      "  ${1:stage name}:",
-      "    cmd: ${2:command for the stage, e.g. python train.py}",
-      "    deps:",
-      "      - ${3:list dependencies for the stage, e.g. train.py}",
-      "    outs:",
-      "      - ${4:list output(s) of the stage, e.g. model.pkl}"
-    ],
-    "description": "Minimal stage template for dvc.yaml pipeline"
-  },
   "Foreach Pipeline Stage Template": {
     "prefix": "dvc-pipeline-foreach-stage",
     "body": [
-      "  ${1:stage name}:",
+      "  ${1:cleanups}:",
       "    foreach:",
-      "      - ${2:list of simple values to iterate over}",
+      "      - ${2:raw1}",
+      "      - ${3:raw2}",
       "    do:",
-      "      cmd: ${3:command to be run for each templated item, e.g python evaluate.py} \"\\${item}\"",
+      "      cmd: ${4:python clean.py} \"\\${item}\"",
       "      outs:",
-      "      - \\${item}.${5:suffix for the templated output file, e.g. pkl}"
+      "      - \\${item}.${5:cln}"
     ],
     "description": "Foreach stage template for dvc.yaml pipeline"
   },
   "Single File Plot Template": {
     "prefix": "dvc-plot-single",
     "body": [
-      "  - ${1:file, e.g. probs.json}:",
+      "  - ${1:probs.json}:",
       "      template: ${2|linear,simple,scatter,smooth,confusion,confusion_normalized,bar_horizontal,bar_horizontal_sorted|}",
-      "      x: ${3:x values, e.g. actual}",
-      "      y: ${4: y values, e.g. predicted}",
-      "      title: ${5:title, e.g. Predicted Probabilities}"
+      "      x: ${3:actual}",
+      "      y: ${4:predicted}",
+      "      title: ${5:Predicted Probabilities}"
     ],
     "description": "Single file dvc.yaml top level plot template"
   },
   "Multi-file Plot Template": {
     "prefix": "dvc-plot-multi",
     "body": [
-      "  - ${1:name, e.g. Accuracy}:",
+      "  - ${1:Accuracy}:",
       "      template: ${2|linear,simple,scatter,smooth,confusion,confusion_normalized,bar_horizontal,bar_horizontal_sorted|}",
-      "      x: ${3:x values, e.g. step}",
+      "      x: ${3:step}",
       "      y: ",
-      "        ${4:file, e.g. training/plots/metrics/train/acc.tsv}: ${5:y values, e.g. acc}",
-      "        ${6:file, e.g. training/plots/metrics/test/acc.tsv}: ${7:y values, e.g. acc}",
-      "      y_label: ${8:y label, e.g. accuracy}"
+      "        ${4:training/plots/metrics/train/acc.tsv}: ${5:acc}",
+      "        ${6:training/plots/metrics/test/acc.tsv}: ${7:acc}",
+      "      y_label: ${8:accuracy}"
     ],
     "description": "Multi-file dvc.yaml top level plot template"
   },
   "Bar Horizontal Plot Template": {
     "prefix": "dvc-plot-bar-horizontal",
     "body": [
-      "  - ${1:file, e.g. hist.csv}:",
+      "  - ${1:hist.csv}:",
       "      template: bar_horizontal",
-      "      x: ${2:x values, e.g. preds}",
-      "      y: ${3: y values, e.g. digit}",
-      "      title: ${4:title, e.g. Histogram of Predictions}"
+      "      x: ${2:preds}",
+      "      y: ${3:digit}",
+      "      title: ${4:Histogram of Predictions}"
     ],
     "description": "Bar horizontal dvc.yaml top level plot template"
   },
   "Confusion Matrix Plot Template": {
     "prefix": "dvc-plot-confusion",
     "body": [
-      "  - ${1:name, e.g. Confusion Matrix}:",
+      "  - ${1:Confusion Matrix}:",
       "      template: confusion",
-      "      x: ${2:x values, e.g. actual}",
+      "      x: ${2:actual}",
       "      y:",
-      "        ${3:file, e.g. training/plots/sklearn/confusion_matrix.json}: ${4:y values, e.g. predicted}"
+      "        ${3:training/plots/sklearn/confusion_matrix.json}: ${4:predicted}"
     ],
     "description": "Confusion matrix dvc.yaml top level plot template"
   },
   "Smooth Plot Template": {
     "prefix": "dvc-plot-smooth",
     "body": [
-      "  - ${1:file, e.g. acc.tsv}:",
-      "      x: ${2:x values, e.g. step}",
-      "      y: ${3: y values, e.g. acc}",
-      "      y_label: ${4: y label, e.g. accuracy}"
+      "  - ${1:acc.tsv}:",
+      "      x: ${2:step}",
+      "      y: ${3:acc}",
+      "      y_label: ${4:accuracy}"
     ],
     "description": "Smooth dvc.yaml top level plot template"
   },
   "Artifact": {
     "prefix": "dvc-artifact",
     "body": [
-      "  ${1:artifact id, e.g. cv-data}:",
-      "    path: ${2:path to artifact, e.g. data/data.xml}",
-      "    type: ${3:type of artifact, e.g. data}",
-      "    desc: '${4:artifact description, e.g. Preprocessed data for CV classification}'",
+      "  ${1:cv-data}:",
+      "    path: ${2:data/data.xml}",
+      "    type: ${3:data}",
+      "    desc: '${4:Preprocessed data for CV classification}'",
       "    labels:",
-      "      - ${5:list of labels, e.g. resnet50}"
+      "      - ${5:resnet50}"
     ],
     "description": "dvc.yaml artifact template"
   },
   "Model Artifact": {
     "prefix": "dvc-artifact-model",
     "body": [
-      "  ${1:artifact id, e.g. cv-classification}:",
-      "    path: ${2:path to model, e.g. models/resnet.pt}",
+      "  ${1:cv-classification}:",
+      "    path: ${2:models/resnet.pt}",
       "    type: model",
-      "    desc: '${3:model description, e.g. CV classification model, ResNet50}'",
+      "    desc: '${3:CV classification model, ResNet50}'",
       "    labels:",
-      "      - ${4:list of labels, e.g. resnet50}",
+      "      - ${4:resnet50}",
       "    meta:",
-      "      framework: ${5:framework name, e.g. pytorch}"
+      "      framework: ${5:pytorch}"
     ],
     "description": "dvc.yaml model artifact template"
   }