alessandro trinca tornidor
[feat] prepare entire docker build with nvidia GPU on hf space cloning https://huggingface.co/spaces/aletrn/samgis
0914710
<template> | |
<div class="h-auto" id="id-prediction-map-container"> | |
<div class="grid grid-cols-1 2xl:grid-cols-5 lg:gap-1 lg:border-r ml-2 mt-2 md:ml-4 md:mr-4"> | |
<div class="lg:border-r lg:col-span-3"> | |
<div id="id-map-cont" class=""> | |
<details id="detail-prompt-examples-array" :open="detailIsOpenRef"> | |
<summary><i>Expand this detail element for some prompt examples</i></summary> | |
<div class="grid grid-cols-1 md:grid-cols-3" id="prompt-examples-array"> | |
<div class="text-xs font-extralight flex bg-green-200"> | |
<textarea | |
id="prompt-text-placeholder" | |
v-model="promptTextPlaceholderRef" | |
class="p-2 border-2 border-indigo-500/100 w-full" | |
/> | |
</div> | |
<StringArray | |
:string-array="promptTextArray" | |
:string-prefix="promptTextPlaceholderRef" | |
/> | |
</div> | |
</details> | |
<div class="flex"> | |
<textarea | |
id="prompt-text-llm-ref" | |
v-model="promptTextRef" | |
:placeholder=promptTextPlaceholderRef | |
rows="2" | |
class="w-full md:pt-1 md:pb-1 flex border-2 mt-2 mb-2 mr-2 border-indigo-500/100" | |
></textarea> | |
<div class="w-full md:pt-1 md:pb-1 flex"> | |
<ButtonMapSendStringRequest | |
id="id-button-submit" | |
class="h-8 mt-2 text-sm font-extralight min-w-[180px] max-w-[180px]" | |
:current-base-map-name="currentBaseMapNameRef" | |
:map="map" | |
:promptText="promptTextRef" | |
:response-message="responseMessageRef" | |
:send-m-l-request="sendMLStringRequest" | |
:waiting-string="waitingString" | |
/> | |
</div> | |
</div> | |
<div id="map" class="map-predictions"/> | |
</div> | |
</div> | |
<div class="lg:col-span-2"> | |
<div class="lg:pl-2 lg:pr-2 lg:border-l lg:border-3" id="id-map-info"> | |
<h1>Map Info</h1> | |
<div class="grid grid-cols-1 md:grid-cols-3"> | |
<StatsGrid :stats-array="[ | |
{statName: 'current Zoom', statValue: currentZoomRef}, | |
{statName: 'current map name/type', statValue: currentBaseMapNameRef} | |
]"/> | |
</div> | |
<div v-if="responseMessageRef === waitingString"/> | |
<h2 v-else-if="responseMessageRef || responseMessageRef == '-'" class="text-lg text-red-600"> | |
{{ responseMessageRef }}</h2> | |
<div v-else> | |
<div class="grid grid-cols-1 md:grid-cols-3"> | |
<StatsGrid :stats-array="[ | |
{statName: 'request duration', statValue: `${durationRef.toFixed(2)}s`}, | |
{statName: 'polygons number', statValue: numberOfPolygonsRef}, | |
{statName: 'predicted masks number', statValue: numberOfPredictedMasksRef}, | |
]"/> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
</div> | |
</template> | |
<script lang="ts" setup> | |
import { | |
control as LeafletControl, | |
Evented as LEvented, | |
geoJSON as LeafletGeoJSON, | |
type LatLng, | |
Map as LMap, | |
map as LeafletMap, | |
tileLayer, | |
TileLayer as LTileLayer | |
} from 'leaflet' | |
import 'leaflet-providers' | |
import {onMounted, ref, type Ref} from 'vue' | |
import {driver} from "../../node_modules/driver.js/src/driver" | |
import { | |
durationRef, | |
numberOfPolygonsRef, | |
numberOfPredictedMasksRef, | |
OpenStreetMap, | |
prefix, | |
promptPlaceHolder, | |
promptTextArray, | |
responseMessageRef, | |
Satellite, | |
waitingString | |
} from './constants' | |
import { | |
getExtentCurrentViewMapBBox, | |
getGeoJSONRequest, | |
getQueryParams, | |
getSelectedPointCoordinate, | |
updateMapData | |
} from '@/components/helpers' | |
import type {IBodyLatLngWithStringPoints, SourceTileType} from '@/components/types'; | |
import StatsGrid from '@/components/StatsGrid.vue'; | |
import StringArray from '@/components/StringArray.vue'; | |
import ButtonMapSendStringRequest from '@/components/buttons/ButtonMapSendStringRequest.vue'; | |
const lisaDriverObj = driver({ | |
showProgress: true, | |
steps: [ | |
{ | |
element: 'id-prediction-map-container', popover: { | |
title: 'SamGIS with LISA', | |
description: 'A quick tour about functionalities of SamGIS with LISA', | |
onNextClick: () => { | |
detailIsOpenRef.value = true | |
lisaDriverObj.moveNext(); | |
} | |
} | |
}, | |
{ | |
element: '#map', | |
popover: { | |
title: 'Geographic map', | |
description: 'Choose here the map area where you can execute your machine learning prompt' | |
} | |
}, | |
{ | |
element: "#prompt-examples-array", | |
popover: {title: 'Some prompt examples', description: 'A selection of prompt examples'} | |
}, | |
{ | |
element: "#prompt-text-placeholder", popover: { | |
title: 'Default prompt prefix', | |
description: 'A good LLM prompt prefix tailored for photogrammetry and remote sensing (editable)' | |
} | |
}, | |
{ | |
element: "#prompt-text-llm-ref", popover: { | |
title: 'Prompt text', | |
description: 'Editable text area for the LLM text prompt (you can precompile it clicking on the examples)' | |
} | |
}, | |
{ | |
element: "#id-button-submit", | |
popover: {title: 'LLM submit button', description: 'submit button for the LISA request'} | |
}, | |
{ | |
element: '.leaflet-control-layers-toggle', | |
popover: {title: 'Map provider selector', description: 'select a different map provider'} | |
}, | |
{ | |
element: '#id-map-info', popover: { | |
title: 'map info', | |
description: 'Section about various map info', | |
onNextClick: () => { | |
detailIsOpenRef.value = false | |
lisaDriverObj.moveNext(); | |
} | |
} | |
}, | |
{ | |
element: "#detail-prompt-examples-array", popover: { | |
title: 'Detail: Array of Prompt Examples', | |
description: 'Click here to show the array of prompt examples' | |
} | |
}, | |
] | |
}); | |
const currentBaseMapNameRef = ref("") | |
const currentMapBBoxRef = ref() | |
const currentZoomRef = ref() | |
const promptTextRef: Ref<string> = ref("") | |
const promptTextPlaceholderRef: Ref<string> = ref(promptPlaceHolder) | |
const detailIsOpenRef: Ref<boolean> = ref(false) | |
let map: LMap | |
type ServiceTiles = { | |
[key: SourceTileType]: LTileLayer; | |
}; | |
const props = defineProps<{ | |
mapBounds: Array<LatLng>, | |
mapName: string, | |
description: string | |
}>() | |
const getPopupContentPoint = (leafletEvent: LEvented, label: number): HTMLDivElement => { | |
let popupContent: HTMLDivElement = document.createElement('div') | |
let currentPointLayer: LatLng = getSelectedPointCoordinate(leafletEvent) | |
popupContent.innerHTML = `<span>lat:${JSON.stringify(currentPointLayer.lat)}<br/>` | |
popupContent.innerHTML += `lng:${JSON.stringify(currentPointLayer.lng)}<br/>` | |
popupContent.innerHTML += `label:${label}, id:${leafletEvent.layer._leaflet_id}</span>` | |
const popupDiv: HTMLDivElement = document.createElement('div') | |
popupDiv.className = 'leaflet-popup-content-inner' | |
popupDiv.appendChild(popupContent) | |
return popupDiv | |
} | |
const sendMLStringRequest = async (leafletMap: LMap, promptRequest: string, sourceType: SourceTileType = OpenStreetMap) => { | |
const bodyRequest: IBodyLatLngWithStringPoints = { | |
bbox: getExtentCurrentViewMapBBox(leafletMap), | |
string_prompt: promptRequest, | |
zoom: leafletMap.getZoom(), | |
source_type: sourceType | |
} | |
try { | |
const geojsonOutputOnMounted = await getGeoJSONRequest(bodyRequest, '/infer_lisa') | |
const featureNew = LeafletGeoJSON(geojsonOutputOnMounted) | |
leafletMap.addLayer(featureNew) | |
} catch (errGeojsonOutputOnMounted) { | |
console.error('sendMLRequest:: sourceType: ', sourceType) | |
console.error('sendMLRequest:: promptRequest: ', promptRequest.length, '::', promptRequest) | |
console.error('sendMLRequest:: bodyRequest => ', bodyRequest, "#") | |
console.error("errGeojsonOutputOnMounted => ", errGeojsonOutputOnMounted) | |
} | |
} | |
const updateZoomBboxMap = (localMap: LMap) => { | |
currentZoomRef.value = localMap.getZoom() | |
currentMapBBoxRef.value = getExtentCurrentViewMapBBox(localMap) | |
} | |
const getCurrentBasemap = (url: string, providersArray: ServiceTiles) => { | |
for (const [key, value] of Object.entries(providersArray)) { | |
if (value._url == url) { | |
return key | |
} | |
} | |
} | |
onMounted(async () => { | |
const osmTile = tileLayer.provider(OpenStreetMap) | |
const params = getQueryParams() | |
let localVarSatellite: SourceTileType = params.source ? params.source : Satellite | |
let localVarSatelliteOptions = params.options ? params.options : {} | |
const satelliteTile = tileLayer.provider(localVarSatellite, localVarSatelliteOptions) | |
let localVarTerrain: SourceTileType = "nextzen.terrarium" | |
const terrainTile = new LTileLayer( | |
"https://s3.amazonaws.com/elevation-tiles-prod/terrarium/{z}/{x}/{y}.png", { | |
id: localVarTerrain, | |
attribution: "<a href='https://nextzen.org'>nextzen</a>," + | |
"<a href='https://registry.opendata.aws/terrain-tiles/'>Mapzen Terrain Tiles - AWS opendata registry</a>," + | |
"<a href='https://github.com/tilezen/joerd/blob/master/docs/attribution.md'>Mapzen Source Attributions</a>." | |
} | |
) | |
let baseMaps: ServiceTiles = {OpenStreetMap: osmTile} | |
baseMaps[localVarSatellite] = satelliteTile | |
baseMaps[localVarTerrain] = terrainTile | |
currentBaseMapNameRef.value = OpenStreetMap | |
map = LeafletMap('map', { | |
layers: [osmTile] | |
}) | |
map.fitBounds(props.mapBounds) | |
map.attributionControl.setPrefix(prefix) | |
LeafletControl.scale({position: 'bottomleft', imperial: false, metric: true}).addTo(map) | |
LeafletControl.layers(baseMaps).addTo(map) | |
updateZoomBboxMap(map) | |
map.on('zoomend', (e: LEvented) => { | |
updateZoomBboxMap(map) | |
}) | |
map.on('mouseup', (e: LEvented) => { | |
currentMapBBoxRef.value = getExtentCurrentViewMapBBox(map) | |
}) | |
updateMapData(map, getPopupContentPoint, promptTextRef) | |
map.on('baselayerchange', (e: LEvented) => { | |
currentBaseMapNameRef.value = getCurrentBasemap(e.layer._url, baseMaps) | |
}) | |
lisaDriverObj.drive(); | |
}) | |
</script> | |