From ed4b3b00e7c7540f70ffdc3df4a420af31b802a8 Mon Sep 17 00:00:00 2001 From: Jonathan Witcoski Date: Sun, 29 Mar 2026 00:49:35 -0400 Subject: [PATCH 1/2] feat(benchmark): Benchmark page, OpenLayers map, and README screenshot - Add /benchmark route, BenchmarkView, BenchmarkMap (GT vs predictions vs footprint) - useBenchmarkCatalog; MapView link; scroll and map lifecycle fixes - docs/images/benchmark-map-output.png and README Benchmark section Made-with: Cursor --- README.md | 6 + docs/images/benchmark-map-output.png | Bin 0 -> 178754 bytes src/components/BenchmarkMap.vue | 224 ++++++++++ src/composables/useBenchmarkCatalog.ts | 64 +++ src/router/index.ts | 5 + src/views/BenchmarkView.vue | 562 +++++++++++++++++++++++++ src/views/MapView.vue | 14 + vite.config.ts | 14 +- 8 files changed, 886 insertions(+), 3 deletions(-) create mode 100644 docs/images/benchmark-map-output.png create mode 100644 src/components/BenchmarkMap.vue create mode 100644 src/composables/useBenchmarkCatalog.ts create mode 100644 src/views/BenchmarkView.vue diff --git a/README.md b/README.md index 01e5ed1..7fb191b 100644 --- a/README.md +++ b/README.md @@ -74,6 +74,12 @@ echo "VITE_FTW_INFERENCE_OUTPUT_URL=http://127.0.0.1:3000/" > .env.development The app will be available at `http://localhost:5173` +### Benchmark page + +Open [http://localhost:5173/benchmark](http://localhost:5173/benchmark) when your API supports FTW benchmark runs. Pick models and benchmark countries, then review scores and (optionally) the map: **gold** dashed outline = chip footprint, **green** = ground truth fields, **blue** = model predictions. + +![Benchmark map: Corsica test chip — ground truth vs predictions](docs/images/benchmark-map-output.png) + ## Alternative API Setup If you prefer not to use conda, you can install the API manually: diff --git a/docs/images/benchmark-map-output.png b/docs/images/benchmark-map-output.png new file mode 100644 index 0000000000000000000000000000000000000000..0dd931ebc253e8d390693df5b23551f9e12a78a8 GIT binary patch literal 178754 zcmc$_WmsF?);3DfQlMCiODR^QPzVs*N{d5ViWMvF?h;&!6(_h9r?>@ohu{{pxCAFS zeCe~_y}$jQbDiJk$GX;7l9{oF%`xsdX4oesX}o6?&rncM@MLAAzM!C>f>2P<{GMVW z?*x7&p+ugZIDV0qL@67k+C^TVn@T83prBMn$r{yP15bwVoSk81AA!VsLrogyBFlep^trVMNrMhmEI%}bEC0kK!# z{E~%uP245K)2e9Ie0WP*K{T`^`9&H};&T?k7yBpk*Y{jFfFyFV7mAzrUcz24wwDDi zmmQ%ZXBm!1!?0re_1>3H<0Sh=j4Rqyj3rv>>qdj(DN5sNZ7IUrxZX58QLRtv42H1H 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z4c|ER{x;sHKRA*EUi6yOS*$K#IcSN#W%8{_-#v<|Dn+UD^f3(LdxHXi z3(g@6XzYcC%IE6uZ30?``D9=BDEeqV{Jg)qgj|va8~)2jyDlbP1z#a5gmIYjliz_I zb)aeW2{9P{0=_JZ?~QZ7TM0IP1ZUbBIZzsiOO@_GgA7?$CX}6Ey&e8M ze;i?@Fq4!z?4heABGU7PUhByccE=Ht0KP)nHkI7ktZY<66WVdAk}FV$zm3H%N*4X6 z^`69QU;*8n^<7JXysqMr8tPjtwd2J$0T+72I!0$bVEc#_(1w(8(N!6o?F>j2xx&;o z4j8WySKFSVV^7YUyFECGJD$4XUxPdVr#L`Ahu;M+(<+~?EEQT3gb0VDoy$djN||S> zV`=IGm@&s=mmo~P$xv8iiQDcC{8_ZO{K5VmN&B*Yr3;frzQ^#uPK-Gh_*6e4BI4Vd zQK!{(#8&L$2tM<-q%?^rM!8D>zfbEjR;7~Bul)!<%)~ipG<6AXlXj@3kD;_cLtxuEo;Mhx&UDR-GE_rl&ouS2VL*j!EnkjnI46{m|GaC7Yis)7Iruv?&O@->3%RCq_r@j0}m?0wZa|3PS z`_7QvCP?hc%F52PREFVS!7-p+4p2eGGgoU*1Hdj*G-D20w|92#u*C8d@ug^c6P>2H zg7+kHfU8vf{r!5{<`Q~S#M-pvw}_M>(@%MMcV}mHHWW7-G@t-`?CUF4V|0C?QM}@d zLE;!<5OH#ymiD-z3jA?^D>yDXnktR)aJx%)vVL0apAj-7?FdG;e-RH^q1jt(PBIdS zSd*I$%;wJ=T@B(Q9MTcGaW2cn}JC&sbz{{vh*El|UwkyP+mih~|@2Xbs F{|~i +import { ref, watch, onMounted, onUnmounted, shallowRef, nextTick } from 'vue' +import Map from 'ol/Map' +import View from 'ol/View' +import TileLayer from 'ol/layer/Tile' +import VectorLayer from 'ol/layer/Vector' +import VectorSource from 'ol/source/Vector' +import XYZ from 'ol/source/XYZ' +import GeoJSON from 'ol/format/GeoJSON' +import Feature from 'ol/Feature' +import { Fill, Stroke, Style } from 'ol/style' +import { createEmpty, extend as extendExtent, isEmpty } from 'ol/extent' +import type { Extent } from 'ol/extent' +import type { Feature as GeoJSONFeature, FeatureCollection } from 'geojson' + +export type BenchmarkMapChip = { + chip_id: string + footprint: GeoJSONFeature + predictions: FeatureCollection + ground_truth: FeatureCollection +} + +const props = defineProps<{ + mapData: { chips: BenchmarkMapChip[] } | null +}>() + +const mapRoot = ref(null) +const mapInstance = shallowRef(null) + +const fmt = new GeoJSON({ dataProjection: 'EPSG:4326', featureProjection: 'EPSG:3857' }) + +const footprintStyle = new Style({ + stroke: new Stroke({ color: '#fbbf24', width: 2, lineDash: [8, 4] }), + fill: new Fill({ color: 'rgba(251, 191, 36, 0.06)' }), +}) +const gtStyle = new Style({ + fill: new Fill({ color: 'rgba(34, 197, 94, 0.4)' }), + stroke: new Stroke({ color: '#16a34a', width: 2 }), +}) +const predStyle = new Style({ + fill: new Fill({ color: 'rgba(59, 130, 246, 0.4)' }), + stroke: new Stroke({ color: '#2563eb', width: 2 }), +}) + +function buildSourcesFromPayload(data: { chips: BenchmarkMapChip[] }) { + const footSource = new VectorSource() + const gtSource = new VectorSource() + const predSource = new VectorSource() + for (const c of data.chips) { + if (c.footprint) { + const parsed = fmt.readFeature(c.footprint) + const f = (Array.isArray(parsed) ? parsed[0] : parsed) as Feature + f.setStyle(footprintStyle) + footSource.addFeature(f) + } + if (c.ground_truth?.features?.length) { + const feats = fmt.readFeatures(c.ground_truth) + feats.forEach((f) => f.setStyle(gtStyle)) + gtSource.addFeatures(feats) + } + if (c.predictions?.features?.length) { + const feats = fmt.readFeatures(c.predictions) + feats.forEach((f) => f.setStyle(predStyle)) + predSource.addFeatures(feats) + } + } + return { footSource, gtSource, predSource } +} + +function fitToSources(map: Map, sources: VectorSource[]) { + let ext: Extent = createEmpty() + for (const s of sources) { + const le = s.getExtent() + if (!isEmpty(le)) extendExtent(ext, le) + } + if (!isEmpty(ext)) { + map.getView().fit(ext, { padding: [48, 48, 48, 48], maxZoom: 17, duration: 200 }) + } +} + +function ensureMap(): Map | null { + if (mapInstance.value) return mapInstance.value + const el = mapRoot.value + if (!el) return null + const base = new TileLayer({ + source: new XYZ({ + url: 'https://tile.openstreetmap.org/{z}/{x}/{y}.png', + attributions: '© OpenStreetMap contributors', + }), + }) + const m = new Map({ + target: el, + layers: [base], + view: new View({ center: [0, 0], zoom: 2 }), + }) + mapInstance.value = m + return m +} + +function applyPayload() { + const map = mapInstance.value + if (!map) return + const layers = map.getLayers() + while (layers.getLength() > 1) { + layers.pop() + } + const data = props.mapData + if (!data?.chips?.length) return + const { footSource, gtSource, predSource } = buildSourcesFromPayload(data) + map.addLayer( + new VectorLayer({ + source: footSource, + zIndex: 1, + }), + ) + map.addLayer( + new VectorLayer({ + source: gtSource, + zIndex: 2, + }), + ) + map.addLayer( + new VectorLayer({ + source: predSource, + zIndex: 3, + }), + ) + fitToSources(map, [footSource, gtSource, predSource]) + map.updateSize() + requestAnimationFrame(() => map.updateSize()) +} + +async function syncMapToData() { + await nextTick() + if (!props.mapData?.chips?.length) { + return + } + if (!mapRoot.value) { + await nextTick() + } + const map = ensureMap() + if (!map) return + applyPayload() +} + +watch( + () => props.mapData, + () => { + void syncMapToData() + }, + { deep: true, immediate: true, flush: 'post' }, +) + +onMounted(() => { + void syncMapToData() +}) + +onUnmounted(() => { + mapInstance.value?.setTarget(undefined) + mapInstance.value = null +}) + + + + + diff --git a/src/composables/useBenchmarkCatalog.ts b/src/composables/useBenchmarkCatalog.ts new file mode 100644 index 0000000..4298b29 --- /dev/null +++ b/src/composables/useBenchmarkCatalog.ts @@ -0,0 +1,64 @@ +import { ref, shallowRef } from 'vue' +import { generateJWT } from '../functions/generate-jwt' + +const base = import.meta.env.VITE_API_BASE_URL || '/v1/' + +export interface BenchmarkCountry { + id: string + title: string + year: number + chips: number + train: number + validation: number + test: number + license: string +} + +export interface ModelRow { + id: string + title: string + description?: string +} + +const countries = shallowRef([]) +const models = shallowRef([]) +const loading = ref(false) +const error = ref(null) + +export async function loadBenchmarkCatalog(): Promise { + loading.value = true + error.value = null + try { + const headers = { + Authorization: `Bearer ${generateJWT()}`, + } + const [cRes, mRes] = await Promise.all([ + fetch(`${base}benchmarks/countries`, { headers }), + fetch(`${base}models`, { headers }), + ]) + if (!cRes.ok) { + throw new Error((await cRes.json()).detail || 'Failed to load benchmarks') + } + if (!mRes.ok) { + throw new Error((await mRes.json()).detail || 'Failed to load models') + } + const cJson = await cRes.json() + const mJson = await mRes.json() + countries.value = cJson.countries || [] + models.value = mJson.models || [] + } catch (e) { + error.value = e instanceof Error ? e.message : String(e) + } finally { + loading.value = false + } +} + +export function useBenchmarkCatalog() { + return { + countries, + models, + loading, + error, + loadBenchmarkCatalog, + } +} diff --git a/src/router/index.ts b/src/router/index.ts index d264def..88822dc 100644 --- a/src/router/index.ts +++ b/src/router/index.ts @@ -8,6 +8,11 @@ const router = createRouter({ name: 'map', component: () => import('../views/MapView.vue'), }, + { + path: '/benchmark', + name: 'benchmark', + component: () => import('../views/BenchmarkView.vue'), + }, ], }) diff --git a/src/views/BenchmarkView.vue b/src/views/BenchmarkView.vue new file mode 100644 index 0000000..0fcf219 --- /dev/null +++ b/src/views/BenchmarkView.vue @@ -0,0 +1,562 @@ + + + + + diff --git a/src/views/MapView.vue b/src/views/MapView.vue index 3eb8914..1571de0 100644 --- a/src/views/MapView.vue +++ b/src/views/MapView.vue @@ -2,6 +2,7 @@ import MapComponent from '../components/MapComponent.vue' import { mdiInformation } from '@mdi/js' import { ref, watch } from 'vue' +import { RouterLink } from 'vue-router' const ftwAboutDialogShown = localStorage.getItem('ftw-about-dialog-shown') !== 'true' const aboutDialog = ref(ftwAboutDialogShown) @@ -16,6 +17,7 @@ watch(dontShowAgain, (newValue) => {

Fields of The World: Inference App + Benchmark { font-size: 1.33rem; font-weight: 600; white-space: nowrap; + display: flex; + align-items: center; + gap: 0.75rem; +} +#benchmark-link { + font-size: 0.95rem; + font-weight: 500; + color: #90caf9; + text-decoration: none; +} +#benchmark-link:hover { + text-decoration: underline; } .map-view { position: absolute; diff --git a/vite.config.ts b/vite.config.ts index 8bea5c1..708e13c 100644 --- a/vite.config.ts +++ b/vite.config.ts @@ -5,12 +5,19 @@ import vuetify from 'vite-plugin-vuetify' import vueDevTools from 'vite-plugin-vue-devtools' // https://vitejs.dev/config/ -export default defineConfig(({ mode }) => { +export default defineConfig(({ mode, command, isPreview }) => { // Load env file based on `mode` in the current directory. // Set the third parameter to '' to load all env regardless of the `VITE_` prefix. const env = loadEnv(mode, process.cwd(), '') + // Dev server must use base "/" or http://localhost:5173/ returns 404. Do not rely on + // `mode === 'development'` (e.g. `vite --mode production` still uses serve command). + // Build + `vite preview` keep the GitHub Pages subpath; `isPreview` is true for preview only. + const base = + command === 'serve' && !isPreview ? '/' : '/ftw-inference-app/' + return { + base, plugins: [ vue(), vuetify({ @@ -25,7 +32,6 @@ export default defineConfig(({ mode }) => { '@': fileURLToPath(new URL('./src', import.meta.url)), }, }, - base: '/ftw-inference-app/', build: { sourcemap: true, outDir: 'ftw-inference-app', @@ -36,7 +42,9 @@ export default defineConfig(({ mode }) => { }, server: { port: 5173, - host: true, + // Bind IPv4 (0.0.0.0) so http://127.0.0.1:5173 works; `host: true` can be IPv6-only on some Windows setups and break "localhost" in the browser. + host: '0.0.0.0', + strictPort: true, proxy: { '/api': { target: env.VITE_API_BASE_URL, From f8a8fc2fa175a82f9c74173b233250d3505d14bf Mon Sep 17 00:00:00 2001 From: Jonathan Witcoski Date: Tue, 14 Apr 2026 15:34:04 -0400 Subject: [PATCH 2/2] fix(ci): resolve benchmark lint and template parsing issues Address local/CI lint failures by fixing BenchmarkMap prefer-const, simplifying BenchmarkView table bindings to avoid template parser errors, and aligning benchmark API base default handling. Made-with: Cursor --- src/components/BenchmarkMap.vue | 2 +- src/composables/useBenchmarkCatalog.ts | 2 +- src/views/BenchmarkView.vue | 65 +++++++++++++++----------- 3 files changed, 39 insertions(+), 30 deletions(-) diff --git a/src/components/BenchmarkMap.vue b/src/components/BenchmarkMap.vue index 690b1bf..31c4df2 100644 --- a/src/components/BenchmarkMap.vue +++ b/src/components/BenchmarkMap.vue @@ -68,7 +68,7 @@ function buildSourcesFromPayload(data: { chips: BenchmarkMapChip[] }) { } function fitToSources(map: Map, sources: VectorSource[]) { - let ext: Extent = createEmpty() + const ext: Extent = createEmpty() for (const s of sources) { const le = s.getExtent() if (!isEmpty(le)) extendExtent(ext, le) diff --git a/src/composables/useBenchmarkCatalog.ts b/src/composables/useBenchmarkCatalog.ts index 4298b29..f7fedce 100644 --- a/src/composables/useBenchmarkCatalog.ts +++ b/src/composables/useBenchmarkCatalog.ts @@ -1,7 +1,7 @@ import { ref, shallowRef } from 'vue' import { generateJWT } from '../functions/generate-jwt' -const base = import.meta.env.VITE_API_BASE_URL || '/v1/' +const base = import.meta.env.VITE_API_BASE_URL ?? '' export interface BenchmarkCountry { id: string diff --git a/src/views/BenchmarkView.vue b/src/views/BenchmarkView.vue index 0fcf219..33f0691 100644 --- a/src/views/BenchmarkView.vue +++ b/src/views/BenchmarkView.vue @@ -31,10 +31,7 @@ const elapsedSec = ref(0) let elapsedTimer: ReturnType | null = null const canSubmit = computed( - () => - selectedModels.value.length > 0 && - selectedCountries.value.length > 0 && - !polling.value, + () => selectedModels.value.length > 0 && selectedCountries.value.length > 0 && !polling.value, ) /** Human-readable phase label shown while the task is running. */ @@ -58,6 +55,20 @@ const byModel = computed(() => { return (result.value?.by_model ?? null) as Record | null }) +function getCountries( + modelData: unknown, +): Record }> { + const row = modelData as Record + const countries = row?.countries + if (!countries || typeof countries !== 'object') { + return {} + } + return countries as Record< + string, + { title?: string; chips_evaluated?: number; scores?: Record } + > +} + /** API `note` on a country when chips_evaluated is 0 (STAC/inference/mask issues). */ const mapGeojson = computed(() => { const r = result.value @@ -225,7 +236,7 @@ async function pollTask(id: string) { } // Poll quickly at first so the progress UI reflects running before the job finishes. const delayMs = i < 60 ? 350 : 2000 - await new Promise((r) => setTimeout(r, delayMs)) + await new Promise((resolve) => setTimeout(resolve, delayMs)) } showError('Timed out waiting for benchmark. The job may still run server-side.') } @@ -243,18 +254,19 @@ async function pollTask(id: string) {

- Select models and countries. Real scores need the full FTW benchmark tree on - the API host (BENCHMARK__DATA_ROOT): chips GeoParquet, data_config - (STAC URLs), and label_masks/instance/ per country. + Select models and countries. Real scores need the full FTW benchmark tree + on the API host (BENCHMARK__DATA_ROOT): chips GeoParquet, + data_config (STAC URLs), and label_masks/instance/ per country.

With BENCHMARK__AUTO_DOWNLOAD=true, the API looks for chips_{country}.parquet on Source Cooperative (not the older - boundaries_*-only drops). You still need STAC URLs and label masks for a full run. - Use BENCHMARK__ALLOW_DEMO=true for placeholder scores without data. - Runs are sequential per chip (download + inference + scoring); tens of seconds - to a few minutes per chip is normal. Matching uses a default IoU of 0.25 because - auto-picked Sentinel scenes are not the benchmark’s original imagery (overlaps are often <0.5). + boundaries_*-only drops). You still need STAC URLs and label masks for a full + run. Use BENCHMARK__ALLOW_DEMO=true for placeholder scores without data. Runs + are sequential per chip (download + inference + scoring); tens of seconds + to a few minutes per chip is normal. Matching uses a default IoU of + 0.25 because auto-picked Sentinel scenes are not the benchmark’s original + imagery (overlaps are often <0.5).

{{ error }} @@ -310,8 +322,8 @@ async function pollTask(id: string) { />
- Chips GeoParquet often has a split column. This choice keeps only rows - in that partition, then max chips is applied. + Chips GeoParquet often has a split column. This choice keeps only + rows in that partition, then max chips is applied. Test — held-out set (usual benchmark). Validation — validation fold. Train — training chips (not unbiased @@ -433,15 +445,12 @@ async function pollTask(id: string) { - - {{ (cd as Record).title ?? cid }} - {{ (cd as Record).chips_evaluated }} - {{ ((cd as Record).scores as Record).finding_fields }} - {{ ((cd as Record).scores as Record).not_finding_non_fields }} - {{ ((cd as Record).scores as Record).correct_sizes_and_shapes }} + + {{ cd.title ?? cid }} + {{ cd.chips_evaluated ?? 0 }} + {{ cd.scores?.finding_fields ?? 0 }} + {{ cd.scores?.not_finding_non_fields ?? 0 }} + {{ cd.scores?.correct_sizes_and_shapes ?? 0 }} @@ -452,8 +461,8 @@ async function pollTask(id: string) {
Benchmark map

- Gold outline = chip footprint; green = ground truth; blue = model predictions. Requires a - deployed API that returns map_geojson and at least one scored chip. + Gold outline = chip footprint; green = ground truth; blue = model predictions. Requires + a deployed API that returns map_geojson and at least one scored chip.

No map layers in this response. If Chips is above zero, open Raw JSON and confirm a top-level - map_geojson object. If it is missing, restart the API after updating to a build - that includes map support. Also check Include map is on, + map_geojson object. If it is missing, restart the API after updating to a + build that includes map support. Also check Include map is on, max_chips ≤ 40, and see the “Map (GeoJSON)” note above if any.