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Add dvc.yaml top level plot snippets #4234

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Jul 8, 2023
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Add dvc.yaml top level plot snippets #4234

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Add dvc.yaml top level plot snippets
mattseddon Jul 7, 2023
4d66498
Merge branch 'main' into add-dvc-yaml-plot-snippets
mattseddon Jul 7, 2023
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56 changes: 56 additions & 0 deletions extension/snippets/dvc-yaml.code-snippets
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Original file line number Diff line number Diff line change
Expand Up @@ -50,5 +50,61 @@
" - \\${item}.${5:suffix for the templated output file, e.g. pkl}"
],
"description": "Foreach stage template for dvc.yaml pipeline"
},
"Single File Plot Template": {
"prefix": "dvc-plot-single",
"body": [
" - ${1:file, e.g. 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}"
],
"description": "Single file dvc.yaml top level plot template"
},
"Multi-file Plot Template": {
"prefix": "dvc-plot-multi",
"body": [
" - ${1:name, e.g. Accuracy}:",
" template: ${2|linear,simple,scatter,smooth,confusion,confusion_normalized,bar_horizontal,bar_horizontal_sorted|}",
" x: ${3:x values, e.g. 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}"
],
"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}:",
" 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}"
],
"description": "Bar horizontal dvc.yaml top level plot template"
},
"Confusion Matrix Plot Template": {
"prefix": "dvc-plot-confusion",
"body": [
" - ${1:name, e.g. Confusion Matrix}:",
" template: confusion",
" x: ${2:x values, e.g. actual}",
" y:",
" ${3:file, e.g. training/plots/sklearn/confusion_matrix.json}: ${4:y values, e.g. 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}"
],
"description": "Smooth dvc.yaml top level plot template"
}
}