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{ | ||
"scalar_results": [ | ||
{ "name": "toto", "value": 4.32, "favorability": "greater_is_better" }, | ||
{ "name": "tata", "value": 4.32, "favorability": "greater_is_better" }, | ||
{ "name": "titi", "value": 4.32, "stddev": 1, "favorability": "greater_is_better" }, | ||
{ "name": "tutu", "value": 4.32, "favorability": "greater_is_better" }, | ||
{ "name": "stab", "value": 0.4, "label": "Good", "favorability": "greater_is_better" }, | ||
{ "name": "titi", "value": 4.32, "stddev": 1, "favorability": "greater_is_better" }, | ||
{ "name": "tutu", "value": 4.32, "favorability": "greater_is_better" }, | ||
{ | ||
"name": "stab", | ||
"value": 0.9, | ||
"label": "Good", | ||
"description": "your blabla is good", | ||
"favorability": "greater_is_better" | ||
} | ||
], | ||
"tabular_results": [ | ||
{ | ||
"name": "abracadaraabracadaraabracadaraabracadara", | ||
"columns": [0, 1, 2, 3, 4], | ||
"data": [ | ||
["0.1234", "0.5678", "0.9012", "0.3456", "0.7890"], | ||
["0.2345", "0.6789", "0.0123", "0.4567", "0.8901"], | ||
["0.3456", "0.7890", "0.1234", "0.5678", "0.9012"], | ||
["0.4567", "0.8901", "0.2345", "0.6789", "0.0123"], | ||
["0.5678", "0.9012", "0.3456", "0.7890", "0.1234"], | ||
["0.6789", "0.0123", "0.4567", "0.8901", "0.2345"] | ||
], | ||
"favorability": [ | ||
"greater_is_better", | ||
"lower_is_better", | ||
"greater_is_better", | ||
"lower_is_better" | ||
] | ||
}, | ||
{ | ||
"name": "b", | ||
"columns": ["Accuracy", "Precision", "Recall", "F1 Score"], | ||
"data": [ | ||
[0.8, 0.4, 0.5, 0.6], | ||
[0.8, 0.4, 0.5, 0.6], | ||
[0.8, 0.4, 0.5, 0.6], | ||
[0.8, 0.4, 0.5, 0.6] | ||
], | ||
"favorability": ["greater_is_better", "greater_is_better", "lower_is_better"] | ||
} | ||
], | ||
"plots": [ | ||
{ | ||
"name": "plot 1", | ||
"value": { | ||
"data": [{ "x": [1, 2, 3], "y": [1, 3, 2], "type": "bar" }], | ||
"layout": { | ||
"title": { "text": "A Figure Specified by a Dictionary" } | ||
} | ||
} | ||
}, | ||
{ | ||
"name": "plot 2", | ||
"value": { | ||
"data": [{ "x": [4, 5, 6], "y": [7, 8, 9], "type": "bar" }], | ||
"layout": { | ||
"title": { "text": "Another Figure" } | ||
} | ||
} | ||
} | ||
], | ||
"sections": [ | ||
{ | ||
"title": "Model", | ||
"icon": "icon-square-cursor", | ||
"items": [ | ||
{ | ||
"name": "Estimator parameters:", | ||
"description": "Core model configuration used for training", | ||
"value": "`RandomForestClassifier` *100* trees, max_depth *10*" | ||
}, | ||
{ | ||
"name": "Estimator parameters:", | ||
"description": "Core model configuration used for training", | ||
"value": "`RandomForestClassifier` *100* trees, max_depth *10*" | ||
}, | ||
{ | ||
"name": "Estimator parameters:", | ||
"description": "Core model configuration used for training", | ||
"value": "`RandomForestClassifier` *100* trees, max_depth *10*" | ||
} | ||
] | ||
}, | ||
{ | ||
"title": "bla bla", | ||
"icon": "icon-text", | ||
"items": [ | ||
{ | ||
"name": "Estimator parameters:", | ||
"description": "Core model configuration used for training", | ||
"value": "`RandomForestClassifier` *100* trees, max_depth *10*" | ||
}, | ||
{ | ||
"name": "Estimator parameters:", | ||
"description": "Core model configuration used for training", | ||
"value": "`RandomForestClassifier` *100* trees, max_depth *10*" | ||
}, | ||
{ | ||
"name": "Estimator parameters:", | ||
"description": "Core model configuration used for training", | ||
"value": "`RandomForestClassifier` *100* trees, max_depth *10*" | ||
} | ||
] | ||
} | ||
] | ||
} |
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<script lang="ts"> | ||
export enum Favorability { | ||
GREATER_IS_BETTER = "greater_is_better", | ||
LOWER_IS_BETTER = "lower_is_better", | ||
UNKNOWN = "unknown", | ||
} | ||
export interface EstimatorReportScalarResult { | ||
name: string; | ||
value: number; | ||
stddev?: number; | ||
label?: string; | ||
description?: string; | ||
favorability: Favorability; | ||
} | ||
export interface EstimatorReportTabularResult { | ||
name: string; | ||
columns: any[]; | ||
data: any[][]; | ||
favorability: Favorability[]; | ||
} | ||
export interface EstimatorReportPrimaryResults { | ||
scalarResults: EstimatorReportScalarResult[]; | ||
tabularResults: EstimatorReportTabularResult[]; | ||
} | ||
export interface EstimatorReportPlot { | ||
name: string; | ||
value: any; | ||
} | ||
export interface EstimatorReportDetailSectionItem { | ||
name: string; | ||
description: string; | ||
value: string; | ||
} | ||
export interface EstimatorReportDetailSection { | ||
title: string; | ||
icon: string; | ||
items: EstimatorReportDetailSectionItem[]; | ||
} | ||
</script> | ||
|
||
<script setup lang="ts"> | ||
import EstimatorReportDetails from "@/components/EstimatorReportDetails.vue"; | ||
import EstimatorReportPlots from "@/components/EstimatorReportPlots.vue"; | ||
import EstimatorReportResults from "@/components/EstimatorReportResults.vue"; | ||
import TabPanel from "@/components/TabPanel.vue"; | ||
import TabPanelContent from "@/components/TabPanelContent.vue"; | ||
const props = defineProps<{ | ||
scalarResults: EstimatorReportScalarResult[]; | ||
tabularResults: EstimatorReportTabularResult[]; | ||
plots: EstimatorReportPlot[]; | ||
sections: EstimatorReportDetailSection[]; | ||
}>(); | ||
</script> | ||
|
||
<template> | ||
<div class="cross-validation-report"> | ||
<TabPanel> | ||
<TabPanelContent name="Primary Results" icon="icon-bar-chart"> | ||
<EstimatorReportResults | ||
:scalar-results="props.scalarResults" | ||
:tabular-results="props.tabularResults" | ||
/> | ||
</TabPanelContent> | ||
<TabPanelContent name="Plots" icon="icon-large-bar-chart"> | ||
<EstimatorReportPlots :plots="props.plots" /> | ||
</TabPanelContent> | ||
<TabPanelContent name="Storage/Details" icon="icon-hard-drive"> | ||
<EstimatorReportDetails :sections="props.sections" /> | ||
</TabPanelContent> | ||
</TabPanel> | ||
</div> | ||
</template> |
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<script setup lang="ts"> | ||
import MarkdownIt from "markdown-it"; | ||
import type { EstimatorReportDetailSection } from "@/components/EstimatorReport.vue"; | ||
const props = defineProps<{ sections: EstimatorReportDetailSection[] }>(); | ||
const renderer = MarkdownIt({ html: true }); | ||
function itemAsHtml(v: string) { | ||
return renderer.render(v); | ||
} | ||
</script> | ||
|
||
<template> | ||
<div class="estimator-report-details"> | ||
<div class="section" v-for="section in props.sections" :key="section.title"> | ||
<div class="title"><i class="icon" :class="section.icon" />{{ section.title }}</div> | ||
<div class="items"> | ||
<div class="item" v-for="item in section.items" :key="item.name"> | ||
<div class="name-and-description"> | ||
<div class="name">{{ item.name }}</div> | ||
<div class="description">{{ item.description }}</div> | ||
</div> | ||
<div class="value" v-html="itemAsHtml(item.value)" /> | ||
</div> | ||
</div> | ||
</div> | ||
</div> | ||
</template> | ||
|
||
<style> | ||
.estimator-report-details { | ||
padding: var(--spacing-16); | ||
& .section { | ||
display: flex; | ||
flex-direction: column; | ||
padding-bottom: var(--spacing-24); | ||
gap: var(--spacing-16); | ||
& .title { | ||
margin-bottom: var(--spacing-4); | ||
color: var(--color-text-primary); | ||
font-size: var(--font-size-sm); | ||
& .icon { | ||
padding-right: var(--spacing-4); | ||
color: var(--color-text-branding); | ||
} | ||
} | ||
& .items { | ||
display: flex; | ||
flex-direction: column; | ||
font-size: var(--font-size-xs); | ||
gap: var(--spacing-20); | ||
& .item { | ||
display: flex; | ||
flex-direction: row; | ||
justify-content: space-between; | ||
& .name { | ||
color: var(--color-text-primary); | ||
} | ||
& .description { | ||
color: var(--color-text-secondary); | ||
} | ||
& .value { | ||
color: var(--color-text-secondary); | ||
font-family: GeistMono, monospace; | ||
& em, | ||
& code { | ||
color: var(--color-text-branding); | ||
font-style: normal; | ||
font-weight: var(--font-weight-medium); | ||
} | ||
& code { | ||
display: inline-block; | ||
padding: var(--spacing-4); | ||
border-radius: var(--radius-xs); | ||
background-color: rgb(from var(--color-text-branding) r g b / 20%); | ||
} | ||
& ul { | ||
padding-left: 15px; | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} | ||
</style> |
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43
skore-ui/src/components/EstimatorReportMetricFavorability.vue
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<script setup lang="ts"> | ||
import { computed } from "vue"; | ||
import type { Favorability } from "@/components/EstimatorReport.vue"; | ||
import FloatingTooltip from "@/components/FloatingTooltip.vue"; | ||
const props = defineProps<{ favorability: Favorability }>(); | ||
const icon = computed(() => { | ||
switch (props.favorability) { | ||
case "greater_is_better": | ||
return "icon-ascending-arrow"; | ||
case "lower_is_better": | ||
return "icon-descending-arrow"; | ||
default: | ||
return ""; | ||
} | ||
}); | ||
const text = computed(() => { | ||
switch (props.favorability) { | ||
case "greater_is_better": | ||
return "Higher is better"; | ||
case "lower_is_better": | ||
return "Lower is better"; | ||
default: | ||
return ""; | ||
} | ||
}); | ||
</script> | ||
|
||
<template> | ||
<FloatingTooltip v-if="icon !== ''" placement="bottom" :text="text"> | ||
<i class="icon" :class="icon" /> | ||
</FloatingTooltip> | ||
</template> | ||
|
||
<style scoped> | ||
.icon { | ||
color: var(--color-icon-tertiary); | ||
vertical-align: middle; | ||
} | ||
</style> |
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