From e41e3cb2f87215abc5d7d07142d01e78c6599f50 Mon Sep 17 00:00:00 2001
From: mvdbeek <m.vandenbeek@gmail.com>
Date: Thu, 24 Oct 2024 08:05:04 -0400
Subject: [PATCH] Baisc boxplot

---
 client/package.json                           |   3 +
 .../MetricsBoxPlots.vue                       | 145 ------
 .../WorkflowInvocationState/VegaWrapper.vue   |  43 ++
 .../WorkflowInvocationMetrics.vue             |  87 +++-
 .../WorkflowInvocationState.vue               |   4 +-
 client/yarn.lock                              | 479 +++++++++++++++++-
 6 files changed, 573 insertions(+), 188 deletions(-)
 delete mode 100644 client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue
 create mode 100644 client/src/components/WorkflowInvocationState/VegaWrapper.vue

diff --git a/client/package.json b/client/package.json
index 6368e9cf3bad..b2a751ff3d94 100644
--- a/client/package.json
+++ b/client/package.json
@@ -101,6 +101,9 @@
     "tus-js-client": "^3.1.1",
     "underscore": "^1.13.6",
     "util": "^0.12.5",
+    "vega": "^5.30.0",
+    "vega-embed": "^6.26.0",
+    "vega-lite": "^5.21.0",
     "vue": "^2.7.14",
     "vue-echarts": "^7.0.3",
     "vue-infinite-scroll": "^2.0.2",
diff --git a/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue b/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue
deleted file mode 100644
index 1d8ad34ecba6..000000000000
--- a/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue
+++ /dev/null
@@ -1,145 +0,0 @@
-<template>
-  <v-chart class="chart" :option="option" autoresize />
-</template>
-
-<script setup lang="ts">
-import * as echarts from 'echarts/core';
-import {
-  DatasetComponent,
-  type DatasetComponentOption,
-  TitleComponent,
-  type TitleComponentOption,
-  TooltipComponent,
-  type TooltipComponentOption,
-  GridComponent,
-  type GridComponentOption,
-  LegendComponent,
-  type LegendComponentOption,
-  DataZoomComponent,
-  type DataZoomComponentOption,
-  TransformComponent
-} from 'echarts/components';
-import { BoxplotChart, type BoxplotSeriesOption } from 'echarts/charts';
-import { CanvasRenderer } from 'echarts/renderers';
-import VChart from 'vue-echarts';
-
-echarts.use([
-  DatasetComponent,
-  TitleComponent,
-  TooltipComponent,
-  GridComponent,
-  LegendComponent,
-  DataZoomComponent,
-  TransformComponent,
-  BoxplotChart,
-  CanvasRenderer
-]);
-
-
-
-
-type EChartsOption = echarts.ComposeOption<
-  | DatasetComponentOption
-  | TitleComponentOption
-  | TooltipComponentOption
-  | GridComponentOption
-  | LegendComponentOption
-  | DataZoomComponentOption
-  | BoxplotSeriesOption
-  >;
-
-// Generate data.
-function makeData() {
-  let data = [];
-  for (let i = 0; i < 18; i++) {
-    let cate = [];
-    for (let j = 0; j < 100; j++) {
-      cate.push(Math.random() * 200);
-    }
-    data.push(cate);
-  }
-  return data;
-}
-const data0 = makeData();
-
-const option: EChartsOption = {
-  title: {
-    text: 'Multiple Categories',
-    left: 'center'
-  },
-  dataset: [
-    {
-      source: data0
-    },
-    {
-      fromDatasetIndex: 0,
-      transform: { type: 'boxplot' }
-    }
-  ],
-  legend: {
-    top: '10%'
-  },
-  tooltip: {
-    trigger: 'item',
-    axisPointer: {
-      type: 'shadow'
-    }
-  },
-  grid: {
-    left: '10%',
-    top: '20%',
-    right: '10%',
-    bottom: '15%'
-  },
-  xAxis: {
-    type: 'category',
-    boundaryGap: true,
-    nameGap: 30,
-    splitArea: {
-      show: true
-    },
-    splitLine: {
-      show: false
-    }
-  },
-  yAxis: {
-    type: 'value',
-    name: 'Value',
-    min: -400,
-    max: 600,
-    splitArea: {
-      show: false
-    }
-  },
-  dataZoom: [
-    {
-      type: 'inside',
-      start: 0,
-      end: 20
-    },
-    {
-      show: true,
-      type: 'slider',
-      top: '90%',
-      xAxisIndex: [0],
-      start: 0,
-      end: 20
-    }
-  ],
-  series: [
-    {
-      name: 'category0',
-      type: 'boxplot',
-      datasetIndex: 0
-    }
-  ]
-};
-
-
-</script>
-
-<style scoped>
-.chart {
-  height: 100vh;
-}
-</style>
diff --git a/client/src/components/WorkflowInvocationState/VegaWrapper.vue b/client/src/components/WorkflowInvocationState/VegaWrapper.vue
new file mode 100644
index 000000000000..783e6a801b53
--- /dev/null
+++ b/client/src/components/WorkflowInvocationState/VegaWrapper.vue
@@ -0,0 +1,43 @@
+<template>
+    <div ref="chartContainer" class="chart"></div>
+</template>
+
+<script setup lang="ts">
+import embed, { type VisualizationSpec } from "vega-embed";
+import { onBeforeUnmount, onMounted, ref, watch } from "vue";
+
+export interface VisSpec {
+    spec: VisualizationSpec;
+}
+
+const props = defineProps<VisSpec>();
+
+const chartContainer = ref<HTMLDivElement | null>(null);
+let vegaView: any;
+
+watch(
+    props,
+    async () => {
+        console.log(props.spec);
+        if (chartContainer.value) {
+            const result = await embed(chartContainer.value, props.spec);
+            vegaView = result.view;
+        }
+    },
+    { immediate: true }
+);
+
+// Cleanup the chart when the component is unmounted
+onBeforeUnmount(() => {
+    if (vegaView) {
+        vegaView.finalize();
+    }
+});
+</script>
+
+<style scoped>
+.chart {
+    width: 100%;
+    height: 300rem;
+}
+</style>
diff --git a/client/src/components/WorkflowInvocationState/WorkflowInvocationMetrics.vue b/client/src/components/WorkflowInvocationState/WorkflowInvocationMetrics.vue
index cb9aed99233f..a6d154fad345 100644
--- a/client/src/components/WorkflowInvocationState/WorkflowInvocationMetrics.vue
+++ b/client/src/components/WorkflowInvocationState/WorkflowInvocationMetrics.vue
@@ -1,10 +1,10 @@
 <script setup lang="ts">
-import { BCard } from "bootstrap-vue";
-import { GalaxyApi, type components } from "@/api";
 import { computed, ref, watch } from "vue";
-import type JobMetrics from "../JobMetrics/JobMetrics.vue";
+
+import { type components, GalaxyApi } from "@/api";
 import { errorMessageAsString } from "@/utils/simple-error";
-import MetricsBoxPlot from "./MetricsBoxPlots.vue";
+
+import VegaWrapper from "./VegaWrapper.vue";
 
 const props = defineProps({
     invocationId: {
@@ -13,40 +13,79 @@ const props = defineProps({
     },
 });
 
-
-const jobMetrics = ref<components["schemas"]["JobMetric"][]>()
-const fetchError = ref<string>()
+const jobMetrics = ref<components["schemas"]["WorkflowJobMetric"][]>();
+const fetchError = ref<string>();
 
 async function fetchMetrics() {
-    const {data, error} = await GalaxyApi().GET("/api/invocations/{invocation_id}/metrics", {
+    const { data, error } = await GalaxyApi().GET("/api/invocations/{invocation_id}/metrics", {
         params: {
             path: {
-                invocation_id: props.invocationId
-            }
-        }
-    })
+                invocation_id: props.invocationId,
+            },
+        },
+    });
     console.log("data", data, error);
     if (error) {
-        fetchError.value = errorMessageAsString(error)
+        fetchError.value = errorMessageAsString(error);
     } else {
-        jobMetrics.value = data
+        jobMetrics.value = data;
     }
 }
 
-
-watch((props), () => fetchMetrics(), { immediate: true })
+watch(props, () => fetchMetrics(), { immediate: true });
 
 const wallclock = computed(() => {
-    return jobMetrics.value?.filter((jobMetric) => jobMetric.name == "runtime_seconds")
-})
+    const wallclock = jobMetrics.value?.filter((jobMetric) => jobMetric.name == "runtime_seconds");
+    return wallclock?.map((item) => {
+        return {
+            raw_value: parseFloat(item.raw_value),
+            tool_id: item.tool_id,
+        };
+    });
+});
 
+const spec = computed(() => {
+    console.log(wallclock.value);
+    return {
+        $schema: "https://vega.github.io/schema/vega-lite/v5.json",
+        description: "A boxplot with jittered points.",
+        data: {
+            values: wallclock.value,
+        },
+        layer: [
+            {
+                mark: { type: "boxplot", opacity: 0.5 },
+                encoding: {
+                    x: { field: "tool_id", type: "ordinal" },
+                    y: { field: "raw_value", type: "quantitative" },
+                },
+                width: "container",
+            },
+            {
+                mark: {
+                    type: "point",
+                    opacity: 0.7,
+                },
+                encoding: {
+                    x: {
+                        field: "tool_id",
+                        type: "ordinal",
+                        bandPosition: { signal: "(random() + 0.05)" }, // Apply random jitter within the categorical band
+                    },
+                    y: {
+                        field: "raw_value",
+                        type: "quantitative",
+                        axis: { title: "Raw Value" },
+                        scale: { zero: false },
+                    },
+                },
+                width: "container",
+            },
+        ],
+    };
+});
 </script>
 
 <template>
-    <MetricsBoxPlot v-if="wallclock" :job-data="wallclock"/>
-    <!--
-    <div>
-        {{ jobMetrics }}
-    </div>  
-    -->
+    <VegaWrapper v-if="spec" :spec="spec" />
 </template>
diff --git a/client/src/components/WorkflowInvocationState/WorkflowInvocationState.vue b/client/src/components/WorkflowInvocationState/WorkflowInvocationState.vue
index bcf03f61b816..bbc3d4a4f443 100644
--- a/client/src/components/WorkflowInvocationState/WorkflowInvocationState.vue
+++ b/client/src/components/WorkflowInvocationState/WorkflowInvocationState.vue
@@ -13,9 +13,9 @@ import { isTerminal, jobCount, runningCount } from "./util";
 
 import InvocationReport from "../Workflow/InvocationReport.vue";
 import WorkflowInvocationExportOptions from "./WorkflowInvocationExportOptions.vue";
-import WorkflowInvocationMetrics from "./WorkflowInvocationMetrics.vue";
 import WorkflowInvocationHeader from "./WorkflowInvocationHeader.vue";
 import WorkflowInvocationInputOutputTabs from "./WorkflowInvocationInputOutputTabs.vue";
+import WorkflowInvocationMetrics from "./WorkflowInvocationMetrics.vue";
 import WorkflowInvocationOverview from "./WorkflowInvocationOverview.vue";
 import LoadingSpan from "@/components/LoadingSpan.vue";
 
@@ -186,7 +186,7 @@ function cancelWorkflowSchedulingLocal() {
                     <LoadingSpan message="Waiting to complete invocation" />
                 </BAlert>
             </BTab>
-            <BTab title="Metrics">
+            <BTab title="Metrics" :lazy="true">
                 <WorkflowInvocationMetrics :invocation-id="invocation.id"></WorkflowInvocationMetrics>
             </BTab>
         </BTabs>
diff --git a/client/yarn.lock b/client/yarn.lock
index e2d8fe0bc261..3adf17591dcb 100644
--- a/client/yarn.lock
+++ b/client/yarn.lock
@@ -2507,6 +2507,11 @@
   dependencies:
     "@types/trusted-types" "*"
 
+"@types/estree@^1.0.0":
+  version "1.0.6"
+  resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.6.tgz#628effeeae2064a1b4e79f78e81d87b7e5fc7b50"
+  integrity sha512-AYnb1nQyY49te+VRAVgmzfcgjYS91mY5P0TKUDCLEM+gNnA+3T6rWITXRLYCpahpqSQbN5cE+gHpnPyXjHWxcw==
+
 "@types/estree@^1.0.5":
   version "1.0.5"
   resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.5.tgz#a6ce3e556e00fd9895dd872dd172ad0d4bd687f4"
@@ -2536,6 +2541,11 @@
   resolved "https://registry.yarnpkg.com/@types/geojson/-/geojson-7946.0.10.tgz#6dfbf5ea17142f7f9a043809f1cd4c448cb68249"
   integrity sha512-Nmh0K3iWQJzniTuPRcJn5hxXkfB1T1pgB89SBig5PlJQU5yocazeu4jATJlaA0GYFKWMqDdvYemoSnF2pXgLVA==
 
+"@types/geojson@7946.0.4":
+  version "7946.0.4"
+  resolved "https://registry.yarnpkg.com/@types/geojson/-/geojson-7946.0.4.tgz#4e049756383c3f055dd8f3d24e63fb543e98eb07"
+  integrity sha512-MHmwBtCb7OCv1DSivz2UNJXPGU/1btAWRKlqJ2saEhVJkpkvqHMMaOpKg0v4sAbDWSQekHGvPVMM8nQ+Jen03Q==
+
 "@types/graceful-fs@^4.1.3":
   version "4.1.5"
   resolved "https://registry.npmjs.org/@types/graceful-fs/-/graceful-fs-4.1.5.tgz"
@@ -4314,6 +4324,11 @@ combined-stream@^1.0.8:
   dependencies:
     delayed-stream "~1.0.0"
 
+commander@2, commander@^2.19.0, commander@^2.20.0:
+  version "2.20.3"
+  resolved "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz"
+  integrity sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==
+
 commander@7, commander@^7.2.0:
   version "7.2.0"
   resolved "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz"
@@ -4324,11 +4339,6 @@ commander@^10.0.1:
   resolved "https://registry.yarnpkg.com/commander/-/commander-10.0.1.tgz#881ee46b4f77d1c1dccc5823433aa39b022cbe06"
   integrity sha512-y4Mg2tXshplEbSGzx7amzPwKKOCGuoSRP/CjEdwwk0FOGlUbq6lKuoyDZTNZkmxHdJtp54hdfY/JUrdL7Xfdug==
 
-commander@^2.19.0, commander@^2.20.0:
-  version "2.20.3"
-  resolved "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz"
-  integrity sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==
-
 component-emitter@^1.2.1:
   version "1.3.0"
   resolved "https://registry.npmjs.org/component-emitter/-/component-emitter-1.3.0.tgz"
@@ -4722,6 +4732,13 @@ custom-error-instance@2.1.1:
   resolved "https://registry.npmjs.org/custom-error-instance/-/custom-error-instance-2.1.1.tgz"
   integrity sha512-p6JFxJc3M4OTD2li2qaHkDCw9SfMw82Ldr6OC9Je1aXiGfhx2W8p3GaoeaGrPJTUN9NirTM/KTxHWMUdR1rsUg==
 
+"d3-array@1 - 3", d3-array@3.2.4, d3-array@^3.2.2:
+  version "3.2.4"
+  resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-3.2.4.tgz#15fec33b237f97ac5d7c986dc77da273a8ed0bb5"
+  integrity sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==
+  dependencies:
+    internmap "1 - 2"
+
 "d3-array@2 - 3", "d3-array@2.10.0 - 3", "d3-array@2.5.0 - 3", d3-array@3, d3-array@^3.2.0:
   version "3.2.1"
   resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-3.2.1.tgz#39331ea706f5709417d31bbb6ec152e0328b39b3"
@@ -4752,7 +4769,7 @@ d3-chord@3:
   dependencies:
     d3-path "1 - 3"
 
-"d3-color@1 - 3", d3-color@3:
+"d3-color@1 - 3", d3-color@3, d3-color@^3.1.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/d3-color/-/d3-color-3.1.0.tgz#395b2833dfac71507f12ac2f7af23bf819de24e2"
   integrity sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==
@@ -4771,6 +4788,13 @@ d3-delaunay@6:
   dependencies:
     delaunator "5"
 
+d3-delaunay@^6.0.2:
+  version "6.0.4"
+  resolved "https://registry.yarnpkg.com/d3-delaunay/-/d3-delaunay-6.0.4.tgz#98169038733a0a5babbeda55054f795bb9e4a58b"
+  integrity sha512-mdjtIZ1XLAM8bm/hx3WwjfHt6Sggek7qH043O8KEjDXN40xi3vx/6pYSVTwLjEgiXQTbvaouWKynLBiUZ6SK6A==
+  dependencies:
+    delaunator "5"
+
 "d3-dispatch@1 - 3", d3-dispatch@3:
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/d3-dispatch/-/d3-dispatch-3.0.1.tgz#5fc75284e9c2375c36c839411a0cf550cbfc4d5e"
@@ -4784,7 +4808,7 @@ d3-delaunay@6:
     d3-dispatch "1 - 3"
     d3-selection "3"
 
-"d3-dsv@1 - 3", d3-dsv@3:
+"d3-dsv@1 - 3", d3-dsv@3, d3-dsv@^3.0.1:
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/d3-dsv/-/d3-dsv-3.0.1.tgz#c63af978f4d6a0d084a52a673922be2160789b73"
   integrity sha512-UG6OvdI5afDIFP9w4G0mNq50dSOsXHJaRE8arAS5o9ApWnIElp8GZw1Dun8vP8OyHOZ/QJUKUJwxiiCCnUwm+Q==
@@ -4805,7 +4829,7 @@ d3-fetch@3:
   dependencies:
     d3-dsv "1 - 3"
 
-d3-force@3:
+d3-force@3, d3-force@^3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/d3-force/-/d3-force-3.0.0.tgz#3e2ba1a61e70888fe3d9194e30d6d14eece155c4"
   integrity sha512-zxV/SsA+U4yte8051P4ECydjD/S+qeYtnaIyAs9tgHCqfguma/aAQDjo85A9Z6EKhBirHRJHXIgJUlffT4wdLg==
@@ -4814,11 +4838,27 @@ d3-force@3:
     d3-quadtree "1 - 3"
     d3-timer "1 - 3"
 
-"d3-format@1 - 3", d3-format@3:
+"d3-format@1 - 3", d3-format@3, d3-format@^3.1.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/d3-format/-/d3-format-3.1.0.tgz#9260e23a28ea5cb109e93b21a06e24e2ebd55641"
   integrity sha512-YyUI6AEuY/Wpt8KWLgZHsIU86atmikuoOmCfommt0LYHiQSPjvX2AcFc38PX0CBpr2RCyZhjex+NS/LPOv6YqA==
 
+d3-geo-projection@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/d3-geo-projection/-/d3-geo-projection-4.0.0.tgz#dc229e5ead78d31869a4e87cf1f45bd2716c48ca"
+  integrity sha512-p0bK60CEzph1iqmnxut7d/1kyTmm3UWtPlwdkM31AU+LW+BXazd5zJdoCn7VFxNCHXRngPHRnsNn5uGjLRGndg==
+  dependencies:
+    commander "7"
+    d3-array "1 - 3"
+    d3-geo "1.12.0 - 3"
+
+"d3-geo@1.12.0 - 3", d3-geo@^3.1.0:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/d3-geo/-/d3-geo-3.1.1.tgz#6027cf51246f9b2ebd64f99e01dc7c3364033a4d"
+  integrity sha512-637ln3gXKXOwhalDzinUgY83KzNWZRKbYubaG+fGVuc/dxO64RRljtCTnf5ecMyE1RIdtqpkVcq0IbtU2S8j2Q==
+  dependencies:
+    d3-array "2.5.0 - 3"
+
 d3-geo@3:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/d3-geo/-/d3-geo-3.1.0.tgz#74fd54e1f4cebd5185ac2039217a98d39b0a4c0e"
@@ -4826,12 +4866,12 @@ d3-geo@3:
   dependencies:
     d3-array "2.5.0 - 3"
 
-d3-hierarchy@3:
+d3-hierarchy@3, d3-hierarchy@^3.1.2:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/d3-hierarchy/-/d3-hierarchy-3.1.2.tgz#b01cd42c1eed3d46db77a5966cf726f8c09160c6"
   integrity sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA==
 
-"d3-interpolate@1 - 3", "d3-interpolate@1.2.0 - 3", d3-interpolate@3:
+"d3-interpolate@1 - 3", "d3-interpolate@1.2.0 - 3", d3-interpolate@3, d3-interpolate@^3.0.1:
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/d3-interpolate/-/d3-interpolate-3.0.1.tgz#3c47aa5b32c5b3dfb56ef3fd4342078a632b400d"
   integrity sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g==
@@ -4866,7 +4906,15 @@ d3-scale-chromatic@3:
     d3-color "1 - 3"
     d3-interpolate "1 - 3"
 
-d3-scale@4:
+d3-scale-chromatic@^3.1.0:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/d3-scale-chromatic/-/d3-scale-chromatic-3.1.0.tgz#34c39da298b23c20e02f1a4b239bd0f22e7f1314"
+  integrity sha512-A3s5PWiZ9YCXFye1o246KoscMWqf8BsD9eRiJ3He7C9OBaxKhAd5TFCdEx/7VbKtxxTsu//1mMJFrEt572cEyQ==
+  dependencies:
+    d3-color "1 - 3"
+    d3-interpolate "1 - 3"
+
+d3-scale@4, d3-scale@^4.0.2:
   version "4.0.2"
   resolved "https://registry.yarnpkg.com/d3-scale/-/d3-scale-4.0.2.tgz#82b38e8e8ff7080764f8dcec77bd4be393689396"
   integrity sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ==
@@ -4882,28 +4930,28 @@ d3-scale@4:
   resolved "https://registry.yarnpkg.com/d3-selection/-/d3-selection-3.0.0.tgz#c25338207efa72cc5b9bd1458a1a41901f1e1b31"
   integrity sha512-fmTRWbNMmsmWq6xJV8D19U/gw/bwrHfNXxrIN+HfZgnzqTHp9jOmKMhsTUjXOJnZOdZY9Q28y4yebKzqDKlxlQ==
 
-d3-shape@3:
+d3-shape@3, d3-shape@^3.2.0:
   version "3.2.0"
   resolved "https://registry.yarnpkg.com/d3-shape/-/d3-shape-3.2.0.tgz#a1a839cbd9ba45f28674c69d7f855bcf91dfc6a5"
   integrity sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA==
   dependencies:
     d3-path "^3.1.0"
 
-"d3-time-format@2 - 4", d3-time-format@4:
+"d3-time-format@2 - 4", d3-time-format@4, d3-time-format@^4.1.0:
   version "4.1.0"
   resolved "https://registry.yarnpkg.com/d3-time-format/-/d3-time-format-4.1.0.tgz#7ab5257a5041d11ecb4fe70a5c7d16a195bb408a"
   integrity sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg==
   dependencies:
     d3-time "1 - 3"
 
-"d3-time@1 - 3", "d3-time@2.1.1 - 3", d3-time@3:
+"d3-time@1 - 3", "d3-time@2.1.1 - 3", d3-time@3, d3-time@^3.1.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/d3-time/-/d3-time-3.1.0.tgz#9310db56e992e3c0175e1ef385e545e48a9bb5c7"
   integrity sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q==
   dependencies:
     d3-array "2 - 3"
 
-"d3-timer@1 - 3", d3-timer@3:
+"d3-timer@1 - 3", d3-timer@3, d3-timer@^3.0.1:
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/d3-timer/-/d3-timer-3.0.1.tgz#6284d2a2708285b1abb7e201eda4380af35e63b0"
   integrity sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA==
@@ -6079,6 +6127,11 @@ fast-glob@^3.3.0:
     merge2 "^1.3.0"
     micromatch "^4.0.4"
 
+fast-json-patch@^3.1.1:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/fast-json-patch/-/fast-json-patch-3.1.1.tgz#85064ea1b1ebf97a3f7ad01e23f9337e72c66947"
+  integrity sha512-vf6IHUX2SBcA+5/+4883dsIjpBTqmfBjmYiWK1savxQmFk4JfBMLa7ynTYOs1Rolp/T1betJxHiGD3g1Mn8lUQ==
+
 fast-json-stable-stringify@2.x, fast-json-stable-stringify@^2.0.0, fast-json-stable-stringify@^2.1.0:
   version "2.1.0"
   resolved "https://registry.npmjs.org/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz"
@@ -8137,6 +8190,11 @@ json-stable-stringify-without-jsonify@^1.0.1:
   resolved "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz"
   integrity sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw==
 
+json-stringify-pretty-compact@^3.0.0, json-stringify-pretty-compact@~3.0.0:
+  version "3.0.0"
+  resolved "https://registry.yarnpkg.com/json-stringify-pretty-compact/-/json-stringify-pretty-compact-3.0.0.tgz#f71ef9d82ef16483a407869556588e91b681d9ab"
+  integrity sha512-Rc2suX5meI0S3bfdZuA7JMFBGkJ875ApfVyq2WHELjBiiG22My/l7/8zPpH/CfFVQHuVLd8NLR0nv6vi0BYYKA==
+
 json5@^1.0.1:
   version "1.0.1"
   resolved "https://registry.npmjs.org/json5/-/json5-1.0.1.tgz"
@@ -10534,6 +10592,11 @@ semver@^7.3.4, semver@^7.3.6, semver@^7.3.8, semver@^7.5.3, semver@^7.5.4:
   dependencies:
     lru-cache "^6.0.0"
 
+semver@^7.6.2:
+  version "7.6.3"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-7.6.3.tgz#980f7b5550bc175fb4dc09403085627f9eb33143"
+  integrity sha512-oVekP1cKtI+CTDvHWYFUcMtsK/00wmAEfyqKfNdARm8u1wNVhSgaX7A8d4UuIlUI5e84iEwOhs7ZPYRmzU9U6A==
+
 send@0.19.0:
   version "0.19.0"
   resolved "https://registry.yarnpkg.com/send/-/send-0.19.0.tgz#bbc5a388c8ea6c048967049dbeac0e4a3f09d7f8"
@@ -11375,6 +11438,13 @@ toidentifier@1.0.1:
   resolved "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz"
   integrity sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==
 
+topojson-client@^3.1.0:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/topojson-client/-/topojson-client-3.1.0.tgz#22e8b1ed08a2b922feeb4af6f53b6ef09a467b99"
+  integrity sha512-605uxS6bcYxGXw9qi62XyrV6Q3xwbndjachmNxu8HWTtVPxZfEJN9fd/SZS1Q54Sn2y0TMyMxFj/cJINqGHrKw==
+  dependencies:
+    commander "2"
+
 tough-cookie@^4.1.2:
   version "4.1.3"
   resolved "https://registry.yarnpkg.com/tough-cookie/-/tough-cookie-4.1.3.tgz#97b9adb0728b42280aa3d814b6b999b2ff0318bf"
@@ -11501,6 +11571,16 @@ tslib@^2.4.0:
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.2.tgz#703ac29425e7b37cd6fd456e92404d46d1f3e4ae"
   integrity sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q==
 
+tslib@^2.6.3:
+  version "2.8.0"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.8.0.tgz#d124c86c3c05a40a91e6fdea4021bd31d377971b"
+  integrity sha512-jWVzBLplnCmoaTr13V9dYbiQ99wvZRd0vNWaDRg+aVYRcjDF3nDksxFDE/+fkXnKhpnUUkmx5pK/v8mCtLVqZA==
+
+tslib@~2.6.3:
+  version "2.6.3"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.3.tgz#0438f810ad7a9edcde7a241c3d80db693c8cbfe0"
+  integrity sha512-xNvxJEOUiWPGhUuUdQgAJPKOOJfGnIyKySOc09XkKsgdUV/3E2zvwZYdejjmRgPCgcym1juLH3226yA7sEFJKQ==
+
 tus-js-client@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/tus-js-client/-/tus-js-client-3.1.1.tgz#87cb72e528d274d0a8ff62e9c18165f1e901ce9e"
@@ -11850,6 +11930,371 @@ vary@~1.1.2:
   resolved "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz"
   integrity sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==
 
+vega-canvas@^1.2.7:
+  version "1.2.7"
+  resolved "https://registry.yarnpkg.com/vega-canvas/-/vega-canvas-1.2.7.tgz#cf62169518f5dcd91d24ad352998c2248f8974fb"
+  integrity sha512-OkJ9CACVcN9R5Pi9uF6MZBF06pO6qFpDYHWSKBJsdHP5o724KrsgR6UvbnXFH82FdsiTOff/HqjuaG8C7FL+9Q==
+
+vega-crossfilter@~4.1.2:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/vega-crossfilter/-/vega-crossfilter-4.1.2.tgz#810281c279b3592310f12814bc61206dd42ca61d"
+  integrity sha512-J7KVEXkpfRJBfRvwLxn5vNCzQCNkrnzmDvkvwhuiwT4gPm5sk7MK5TuUP8GCl/iKYw+kWeVXEtrVHwWtug+bcQ==
+  dependencies:
+    d3-array "^3.2.2"
+    vega-dataflow "^5.7.6"
+    vega-util "^1.17.2"
+
+vega-dataflow@^5.7.6, vega-dataflow@~5.7.6:
+  version "5.7.6"
+  resolved "https://registry.yarnpkg.com/vega-dataflow/-/vega-dataflow-5.7.6.tgz#21dfad9120cb18d9aeaed578658670839d1adc95"
+  integrity sha512-9Md8+5iUC1MVKPKDyZ7pCEHk6I9am+DgaMzZqo/27O/KI4f23/WQXPyuI8jbNmc/mkm340P0TKREmzL5M7+2Dg==
+  dependencies:
+    vega-format "^1.1.2"
+    vega-loader "^4.5.2"
+    vega-util "^1.17.2"
+
+vega-embed@^6.26.0:
+  version "6.26.0"
+  resolved "https://registry.yarnpkg.com/vega-embed/-/vega-embed-6.26.0.tgz#25ca51783b2819adf6e6330ae6dd5771e8da8653"
+  integrity sha512-AZCTdKHDAuhp6TFZRQOOs332tStCwZr/5e4uZMNEuJL69A57cT66NNZJdNiCP6u66REzIToYtMJhMTL9wl5B3A==
+  dependencies:
+    fast-json-patch "^3.1.1"
+    json-stringify-pretty-compact "^3.0.0"
+    semver "^7.6.2"
+    tslib "^2.6.3"
+    vega-interpreter "^1.0.5"
+    vega-schema-url-parser "^2.2.0"
+    vega-themes "^2.15.0"
+    vega-tooltip "^0.34.0"
+
+vega-encode@~4.10.1:
+  version "4.10.1"
+  resolved "https://registry.yarnpkg.com/vega-encode/-/vega-encode-4.10.1.tgz#1656e20396db99c414f495704ef3d9cff99631df"
+  integrity sha512-d25nVKZDrg109rC65M8uxE+7iUrTxktaqgK4fU3XZBgpWlh1K4UbU5nDag7kiHVVN4tKqwgd+synEotra9TiVQ==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-interpolate "^3.0.1"
+    vega-dataflow "^5.7.6"
+    vega-scale "^7.4.1"
+    vega-util "^1.17.2"
+
+vega-event-selector@^3.0.1, vega-event-selector@~3.0.1:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/vega-event-selector/-/vega-event-selector-3.0.1.tgz#b99e92147b338158f8079d81b28b2e7199c2e259"
+  integrity sha512-K5zd7s5tjr1LiOOkjGpcVls8GsH/f2CWCrWcpKy74gTCp+llCdwz0Enqo013ZlGaRNjfgD/o1caJRt3GSaec4A==
+
+vega-expression@^5.0.1, vega-expression@^5.1.1, vega-expression@~5.1.1:
+  version "5.1.1"
+  resolved "https://registry.yarnpkg.com/vega-expression/-/vega-expression-5.1.1.tgz#9b2d287a1f34d990577c9798ae68ec88453815ef"
+  integrity sha512-zv9L1Hm0KHE9M7mldHyz8sXbGu3KmC0Cdk7qfHkcTNS75Jpsem6jkbu6ZAwx5cNUeW91AxUQOu77r4mygq2wUQ==
+  dependencies:
+    "@types/estree" "^1.0.0"
+    vega-util "^1.17.2"
+
+vega-force@~4.2.1:
+  version "4.2.1"
+  resolved "https://registry.yarnpkg.com/vega-force/-/vega-force-4.2.1.tgz#bdce6ec8572867b4ff2fb7e09d2894798c5358ec"
+  integrity sha512-2BcuuqFr77vcCyKfcpedNFeYMxi+XEFCrlgLWNx7YV0PI8pdP5y/yPkzyuE9Tb894+KkRAvfQHZRAshcnFNcMw==
+  dependencies:
+    d3-force "^3.0.0"
+    vega-dataflow "^5.7.6"
+    vega-util "^1.17.2"
+
+vega-format@^1.1.2, vega-format@~1.1.2:
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/vega-format/-/vega-format-1.1.2.tgz#d344ba8a2680144e92127459c149a4181e9e7f84"
+  integrity sha512-0kUfAj0dg0U6GcEY0Kp6LiSTCZ8l8jl1qVdQyToMyKmtZg/q56qsiJQZy3WWRr1MtWkTIZL71xSJXgjwjeUaAw==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-format "^3.1.0"
+    d3-time-format "^4.1.0"
+    vega-time "^2.1.2"
+    vega-util "^1.17.2"
+
+vega-functions@^5.15.0, vega-functions@~5.15.0:
+  version "5.15.0"
+  resolved "https://registry.yarnpkg.com/vega-functions/-/vega-functions-5.15.0.tgz#a7905e1dd6457efe265dbf954cbc0a5721c484b0"
+  integrity sha512-pCqmm5efd+3M65jrJGxEy3UGuRksmK6DnWijoSNocnxdCBxez+yqUUVX9o2pN8VxMe3648vZnR9/Vk5CXqRvIQ==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-color "^3.1.0"
+    d3-geo "^3.1.0"
+    vega-dataflow "^5.7.6"
+    vega-expression "^5.1.1"
+    vega-scale "^7.4.1"
+    vega-scenegraph "^4.13.0"
+    vega-selections "^5.4.2"
+    vega-statistics "^1.9.0"
+    vega-time "^2.1.2"
+    vega-util "^1.17.2"
+
+vega-geo@~4.4.2:
+  version "4.4.2"
+  resolved "https://registry.yarnpkg.com/vega-geo/-/vega-geo-4.4.2.tgz#da4a08ee39c9488bfc4fe6493779f584dd8bb412"
+  integrity sha512-unuV/UxUHf6UJu6GYxMZonC3SZlMfFXYLOkgEsRSvmsMPt3+CVv8FmG88dXNRUJUrdROrJepgecqx0jOwMSnGA==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-color "^3.1.0"
+    d3-geo "^3.1.0"
+    vega-canvas "^1.2.7"
+    vega-dataflow "^5.7.6"
+    vega-projection "^1.6.1"
+    vega-statistics "^1.9.0"
+    vega-util "^1.17.2"
+
+vega-hierarchy@~4.1.2:
+  version "4.1.2"
+  resolved "https://registry.yarnpkg.com/vega-hierarchy/-/vega-hierarchy-4.1.2.tgz#e42938c42527b392b110b1e3bf89eaa456dba1b8"
+  integrity sha512-m+xDtT5092YPSnV0rdTLW+AWmoCb+A54JQ66MUJwiDBpKxvfKnTiQeuiWDU2YudjUoXZN9EBOcI6QHF8H2Lu2A==
+  dependencies:
+    d3-hierarchy "^3.1.2"
+    vega-dataflow "^5.7.6"
+    vega-util "^1.17.2"
+
+vega-interpreter@^1.0.5:
+  version "1.0.5"
+  resolved "https://registry.yarnpkg.com/vega-interpreter/-/vega-interpreter-1.0.5.tgz#19e1d1b5f84a4ea9cb25c4e90a05ce16cd058484"
+  integrity sha512-po6oTOmeQqr1tzTCdD15tYxAQLeUnOVirAysgVEemzl+vfmvcEP7jQmlc51jz0jMA+WsbmE6oJywisQPu/H0Bg==
+
+vega-label@~1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/vega-label/-/vega-label-1.3.0.tgz#21b3e5ef40e63f51ac987a449d183068c4961503"
+  integrity sha512-EfSFSCWAwVPsklM5g0gUEuohALgryuGC/SKMmsOH7dYT/bywmLBZhLVbrE+IHJAUauoGrMhYw1mqnXL/0giJBg==
+  dependencies:
+    vega-canvas "^1.2.7"
+    vega-dataflow "^5.7.6"
+    vega-scenegraph "^4.13.0"
+    vega-util "^1.17.2"
+
+vega-lite@^5.21.0:
+  version "5.21.0"
+  resolved "https://registry.yarnpkg.com/vega-lite/-/vega-lite-5.21.0.tgz#21ce8b905a02ba364b7b1d7ef471497ba3e12e93"
+  integrity sha512-hNxM9nuMqpI1vkUOhEx6ewEf23WWLmJxSFJ4TA86AW43ixJyqcLV+iSCO0NipuVTE0rlDcc2e8joSewWyOlEwA==
+  dependencies:
+    json-stringify-pretty-compact "~3.0.0"
+    tslib "~2.6.3"
+    vega-event-selector "~3.0.1"
+    vega-expression "~5.1.1"
+    vega-util "~1.17.2"
+    yargs "~17.7.2"
+
+vega-loader@^4.5.2, vega-loader@~4.5.2:
+  version "4.5.2"
+  resolved "https://registry.yarnpkg.com/vega-loader/-/vega-loader-4.5.2.tgz#7212f093c397b153f69f7e6cfef47817c17c5c01"
+  integrity sha512-ktIdGz3DRIS3XfTP9lJ6oMT5cKwC86nQkjUbXZbOtwXQFVNE2xVWBuH13GP6FKUZxg5hJCMtb5v/e/fwTvhKsQ==
+  dependencies:
+    d3-dsv "^3.0.1"
+    node-fetch "^2.6.7"
+    topojson-client "^3.1.0"
+    vega-format "^1.1.2"
+    vega-util "^1.17.2"
+
+vega-parser@~6.4.0:
+  version "6.4.0"
+  resolved "https://registry.yarnpkg.com/vega-parser/-/vega-parser-6.4.0.tgz#6a12f07f0f9178492a17842efe7e1f51a2d36bed"
+  integrity sha512-/hFIJs0yITxfvLIfhhcpUrcbKvu4UZYoMGmly5PSsbgo60oAsVQW8ZbX2Ji3iNFqZJh1ifoX/P0j+9wep1OISw==
+  dependencies:
+    vega-dataflow "^5.7.6"
+    vega-event-selector "^3.0.1"
+    vega-functions "^5.15.0"
+    vega-scale "^7.4.1"
+    vega-util "^1.17.2"
+
+vega-projection@^1.6.1, vega-projection@~1.6.1:
+  version "1.6.1"
+  resolved "https://registry.yarnpkg.com/vega-projection/-/vega-projection-1.6.1.tgz#da687abc60f4a93bb888385beb23e0a1000f8b57"
+  integrity sha512-sqfnAAHumU7MWU1tQN3b6HNgKGF3legek0uLHhjLKcDJQxEc7kwcD18txFz2ffQks6d5j+AUhBiq4GARWf0DEQ==
+  dependencies:
+    d3-geo "^3.1.0"
+    d3-geo-projection "^4.0.0"
+    vega-scale "^7.4.1"
+
+vega-regression@~1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/vega-regression/-/vega-regression-1.3.0.tgz#3e68e234fa9460041fac082c6a3469c896d436a8"
+  integrity sha512-gxOQfmV7Ft/MYKpXDEo09WZyBuKOBqxqDRWay9KtfGq/E0Y4vbTPsWLv2cB1ToPJdKE6XSN6Re9tCIw5M/yMUg==
+  dependencies:
+    d3-array "^3.2.2"
+    vega-dataflow "^5.7.6"
+    vega-statistics "^1.9.0"
+    vega-util "^1.17.2"
+
+vega-runtime@^6.2.0, vega-runtime@~6.2.0:
+  version "6.2.0"
+  resolved "https://registry.yarnpkg.com/vega-runtime/-/vega-runtime-6.2.0.tgz#10f435089fff11d8e1b49cb0cbab8041731e6f06"
+  integrity sha512-30UXbujWjKNd5aeP+oeHuwFmzuyVYlBj4aDy9+AjfWLECu8wJt4K01vwegcaGPdCWcPLVIv4Oa9Lob4mcXn5KQ==
+  dependencies:
+    vega-dataflow "^5.7.6"
+    vega-util "^1.17.2"
+
+vega-scale@^7.4.1, vega-scale@~7.4.1:
+  version "7.4.1"
+  resolved "https://registry.yarnpkg.com/vega-scale/-/vega-scale-7.4.1.tgz#2dcd3e39ebb00269b03a8be86e44c7b48c67442a"
+  integrity sha512-dArA28DbV/M92O2QvswnzCmQ4bq9WwLKUoyhqFYWCltmDwkmvX7yhqiFLFMWPItIm7mi4Qyoygby6r4DKd1X2A==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-interpolate "^3.0.1"
+    d3-scale "^4.0.2"
+    d3-scale-chromatic "^3.1.0"
+    vega-time "^2.1.2"
+    vega-util "^1.17.2"
+
+vega-scenegraph@^4.13.0, vega-scenegraph@~4.13.0:
+  version "4.13.0"
+  resolved "https://registry.yarnpkg.com/vega-scenegraph/-/vega-scenegraph-4.13.0.tgz#c4fa5c82773f6244a9ca8b01a44e380adf03fabd"
+  integrity sha512-nfl45XtuqB5CxyIZJ+bbJ+dofzosPCRlmF+eUQo+0J23NkNXsTzur+1krJDSdhcw0SOYs4sbYRoMz1cpuOM4+Q==
+  dependencies:
+    d3-path "^3.1.0"
+    d3-shape "^3.2.0"
+    vega-canvas "^1.2.7"
+    vega-loader "^4.5.2"
+    vega-scale "^7.4.1"
+    vega-util "^1.17.2"
+
+vega-schema-url-parser@^2.2.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/vega-schema-url-parser/-/vega-schema-url-parser-2.2.0.tgz#a0d1e02915adfbfcb1fd517c8c2ebe2419985c1e"
+  integrity sha512-yAtdBnfYOhECv9YC70H2gEiqfIbVkq09aaE4y/9V/ovEFmH9gPKaEgzIZqgT7PSPQjKhsNkb6jk6XvSoboxOBw==
+
+vega-selections@^5.4.2:
+  version "5.4.2"
+  resolved "https://registry.yarnpkg.com/vega-selections/-/vega-selections-5.4.2.tgz#cb4f41f5d4c0ee924ebf131b8dbd43e7885bcad4"
+  integrity sha512-99FUhYmg0jOJr2/K4TcEURmJRkuibrCDc8KBUX7qcQEITzrZ5R6a4QE+sarCvbb3hi8aA9GV2oyST6MQeA9mgQ==
+  dependencies:
+    d3-array "3.2.4"
+    vega-expression "^5.0.1"
+    vega-util "^1.17.1"
+
+vega-statistics@^1.9.0, vega-statistics@~1.9.0:
+  version "1.9.0"
+  resolved "https://registry.yarnpkg.com/vega-statistics/-/vega-statistics-1.9.0.tgz#7d6139cea496b22d60decfa6abd73346f70206f9"
+  integrity sha512-GAqS7mkatpXcMCQKWtFu1eMUKLUymjInU0O8kXshWaQrVWjPIO2lllZ1VNhdgE0qGj4oOIRRS11kzuijLshGXQ==
+  dependencies:
+    d3-array "^3.2.2"
+
+vega-themes@^2.15.0:
+  version "2.15.0"
+  resolved "https://registry.yarnpkg.com/vega-themes/-/vega-themes-2.15.0.tgz#cf7592efb45406957e9beb67d7033ee5f7b7a511"
+  integrity sha512-DicRAKG9z+23A+rH/3w3QjJvKnlGhSbbUXGjBvYGseZ1lvj9KQ0BXZ2NS/+MKns59LNpFNHGi9us/wMlci4TOA==
+
+vega-time@^2.1.2, vega-time@~2.1.2:
+  version "2.1.2"
+  resolved "https://registry.yarnpkg.com/vega-time/-/vega-time-2.1.2.tgz#0c414e74780613d6d3234fb97f19b50c0ebd9f49"
+  integrity sha512-6rXc6JdDt8MnCRy6UzUCsa6EeFycPDmvioMddLfKw38OYCV8pRQC5nw44gyddOwXgUTJLiCtn/sp53P0iA542A==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-time "^3.1.0"
+    vega-util "^1.17.2"
+
+vega-tooltip@^0.34.0:
+  version "0.34.0"
+  resolved "https://registry.yarnpkg.com/vega-tooltip/-/vega-tooltip-0.34.0.tgz#e0aa4d9c9bcf155e257650ba7e670fad7b1ff5ab"
+  integrity sha512-TtxwkcLZ5aWQTvKGlfWDou8tISGuxmqAW1AgGZjrDpf75qsXvgtbPdRAAls2LZMqDxpr5T1kMEZs9XbSpiI8yw==
+  dependencies:
+    vega-util "^1.17.2"
+
+vega-transforms@~4.12.0:
+  version "4.12.0"
+  resolved "https://registry.yarnpkg.com/vega-transforms/-/vega-transforms-4.12.0.tgz#6a69e0b67934b0c0a40a6f607fdb543bf749955e"
+  integrity sha512-bh/2Qbj85O70mjfLRgPKAsABArgSUP0k+GjmaY54zukIRxoGxKju+85nigeX/aR/INpEqNWif+5lL+NvmyWA5w==
+  dependencies:
+    d3-array "^3.2.2"
+    vega-dataflow "^5.7.6"
+    vega-statistics "^1.9.0"
+    vega-time "^2.1.2"
+    vega-util "^1.17.2"
+
+vega-typings@~1.3.1:
+  version "1.3.1"
+  resolved "https://registry.yarnpkg.com/vega-typings/-/vega-typings-1.3.1.tgz#025a6031505794b44d9b6e2c49d4551b8918d4ae"
+  integrity sha512-j9Sdgmvowz09jkMgTFGVfiv7ycuRP/TQkdHRPXIYwt3RDgPQn7inyFcJ8C8ABFt4MiMWdjOwbneF6KWW8TRXIw==
+  dependencies:
+    "@types/geojson" "7946.0.4"
+    vega-event-selector "^3.0.1"
+    vega-expression "^5.1.1"
+    vega-util "^1.17.2"
+
+vega-util@^1.17.1, vega-util@^1.17.2, vega-util@~1.17.2:
+  version "1.17.2"
+  resolved "https://registry.yarnpkg.com/vega-util/-/vega-util-1.17.2.tgz#f69aa09fd5d6110c19c4a0f0af9e35945b99987d"
+  integrity sha512-omNmGiZBdjm/jnHjZlywyYqafscDdHaELHx1q96n5UOz/FlO9JO99P4B3jZg391EFG8dqhWjQilSf2JH6F1mIw==
+
+vega-view-transforms@~4.6.0:
+  version "4.6.0"
+  resolved "https://registry.yarnpkg.com/vega-view-transforms/-/vega-view-transforms-4.6.0.tgz#829d56ca3c8116b0dded4ec0502f4ac70253de9a"
+  integrity sha512-z3z66aJTA3ZRo4oBY4iBXnn+A4KqBGZT/UrlKDbm+7Ec+Ip+hK2tF8Kmhp/WNcMsDZoUWFqLJgR2VgOgvJk9RA==
+  dependencies:
+    vega-dataflow "^5.7.6"
+    vega-scenegraph "^4.13.0"
+    vega-util "^1.17.2"
+
+vega-view@~5.13.0:
+  version "5.13.0"
+  resolved "https://registry.yarnpkg.com/vega-view/-/vega-view-5.13.0.tgz#8ea96da9fcdf42fe7c0e95fe6258933477524745"
+  integrity sha512-ZPAAQ3iYz6YrQjJoDT+0bcxJkXt9PKF5v4OO7Omw8PFhkIv++jFXeKlQTW1bBtyQ92dkdGGHv5lYY67Djqjf3A==
+  dependencies:
+    d3-array "^3.2.2"
+    d3-timer "^3.0.1"
+    vega-dataflow "^5.7.6"
+    vega-format "^1.1.2"
+    vega-functions "^5.15.0"
+    vega-runtime "^6.2.0"
+    vega-scenegraph "^4.13.0"
+    vega-util "^1.17.2"
+
+vega-voronoi@~4.2.3:
+  version "4.2.3"
+  resolved "https://registry.yarnpkg.com/vega-voronoi/-/vega-voronoi-4.2.3.tgz#54c4bb96b9b94c3fa0160bee24695dcb9d583fe1"
+  integrity sha512-aYYYM+3UGqwsOx+TkVtF1IZfguy0H7AN79dR8H0nONRIc+vhk/lbnlkgwY2nSzEu0EZ4b5wZxeGoDBEVmdDEcg==
+  dependencies:
+    d3-delaunay "^6.0.2"
+    vega-dataflow "^5.7.6"
+    vega-util "^1.17.2"
+
+vega-wordcloud@~4.1.5:
+  version "4.1.5"
+  resolved "https://registry.yarnpkg.com/vega-wordcloud/-/vega-wordcloud-4.1.5.tgz#789c9e67225c77f3f35a6fc052beec1c2bdc8b5e"
+  integrity sha512-p+qXU3cb9VeWzJ/HEdax0TX2mqDJcSbrCIfo2d/EalOXGkvfSLKobsmMQ8DxPbtVp0uhnpvfCGDyMJw+AzcI2A==
+  dependencies:
+    vega-canvas "^1.2.7"
+    vega-dataflow "^5.7.6"
+    vega-scale "^7.4.1"
+    vega-statistics "^1.9.0"
+    vega-util "^1.17.2"
+
+vega@^5.30.0:
+  version "5.30.0"
+  resolved "https://registry.yarnpkg.com/vega/-/vega-5.30.0.tgz#d12350c829878b481453ab28ce10855a954df06d"
+  integrity sha512-ZGoC8LdfEUV0LlXIuz7hup9jxuQYhSaWek2M7r9dEHAPbPrzSQvKXZ0BbsJbrarM100TGRpTVN/l1AFxCwDkWw==
+  dependencies:
+    vega-crossfilter "~4.1.2"
+    vega-dataflow "~5.7.6"
+    vega-encode "~4.10.1"
+    vega-event-selector "~3.0.1"
+    vega-expression "~5.1.1"
+    vega-force "~4.2.1"
+    vega-format "~1.1.2"
+    vega-functions "~5.15.0"
+    vega-geo "~4.4.2"
+    vega-hierarchy "~4.1.2"
+    vega-label "~1.3.0"
+    vega-loader "~4.5.2"
+    vega-parser "~6.4.0"
+    vega-projection "~1.6.1"
+    vega-regression "~1.3.0"
+    vega-runtime "~6.2.0"
+    vega-scale "~7.4.1"
+    vega-scenegraph "~4.13.0"
+    vega-statistics "~1.9.0"
+    vega-time "~2.1.2"
+    vega-transforms "~4.12.0"
+    vega-typings "~1.3.1"
+    vega-util "~1.17.2"
+    vega-view "~5.13.0"
+    vega-view-transforms "~4.6.0"
+    vega-voronoi "~4.2.3"
+    vega-wordcloud "~4.1.5"
+
 vinyl-fs@^3.0.0:
   version "3.0.3"
   resolved "https://registry.npmjs.org/vinyl-fs/-/vinyl-fs-3.0.3.tgz"
@@ -12492,7 +12937,7 @@ yargs@^17.3.1:
     y18n "^5.0.5"
     yargs-parser "^21.1.1"
 
-yargs@^17.7.2:
+yargs@^17.7.2, yargs@~17.7.2:
   version "17.7.2"
   resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.2.tgz#991df39aca675a192b816e1e0363f9d75d2aa269"
   integrity sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==