diff --git a/bedhost/_version.py b/bedhost/_version.py index daecfa51..ea370a8e 100644 --- a/bedhost/_version.py +++ b/bedhost/_version.py @@ -1 +1 @@ -__version__ = "0.10.6" +__version__ = "0.12.0" diff --git a/bedhost/helpers.py b/bedhost/helpers.py index d67de925..7d8e44d2 100644 --- a/bedhost/helpers.py +++ b/bedhost/helpers.py @@ -6,6 +6,7 @@ from bbconf.bbagent import BedBaseAgent from bbconf.models.base_models import UsageModel from starlette.responses import FileResponse, JSONResponse, RedirectResponse +from fastapi import Query from . import _LOGGER from .exceptions import BedHostException @@ -80,6 +81,13 @@ def drs_response(status_code, msg): return JSONResponse(status_code=status_code, content=content) +test_query_parameter = Query( + False, + description="Internal parameter for testing purposes. If true, the request will not be counted.", + include_in_schema=False, +) + + def count_requests( usage_data: UsageModel, event: Literal["bed_search", "bedset_search", "bed_meta", "bedset_meta", "files"], @@ -96,7 +104,11 @@ def decorator(func): async def wrapper(*args, **kwargs): function_result = await func(*args, **kwargs) - + if "test_request" in kwargs and kwargs["test_request"]: + _LOGGER.info( + f"Test request was executed. For '{event}' event with: {args}, {kwargs}. No results saved." + ) + return function_result if event == "files": file_path = kwargs.get("file_path") if "bed" in file_path or "bigbed" in file_path.lower(): diff --git a/bedhost/routers/base_api.py b/bedhost/routers/base_api.py index da924b2d..bcbb48ba 100644 --- a/bedhost/routers/base_api.py +++ b/bedhost/routers/base_api.py @@ -21,7 +21,7 @@ Type, ) from ..dependencies import fetch_detailed_stats -from ..helpers import get_openapi_version, count_requests +from ..helpers import get_openapi_version, count_requests, test_query_parameter from ..main import app, bbagent, usage_data router = APIRouter(prefix="/v1", tags=["base"]) @@ -144,6 +144,8 @@ async def service_info(): @router.get("/files/{file_path:path}") @count_requests(usage_data, event="files") -async def redirect_to_download(file_path: str, request: Request): +async def redirect_to_download( + file_path: str, request: Request, test_request: bool = test_query_parameter +): download_url = f"https://data2.bedbase.org/{file_path}" return RedirectResponse(url=download_url) diff --git a/bedhost/routers/bed_api.py b/bedhost/routers/bed_api.py index 6a9531d7..5cbd9b5a 100644 --- a/bedhost/routers/bed_api.py +++ b/bedhost/routers/bed_api.py @@ -38,7 +38,7 @@ from ..const import EXAMPLE_BED, MAX_FILE_SIZE, MAX_REGION_NUMBER, MIN_REGION_WIDTH from ..data_models import CROM_NUMBERS, BaseListResponse, BedDigest from ..main import bbagent, usage_data -from ..helpers import count_requests +from ..helpers import count_requests, test_query_parameter router = APIRouter(prefix="/v1/bed", tags=["bed"]) @@ -95,6 +95,7 @@ async def get_bed_metadata( full: Optional[bool] = Query( False, description="Return full record with stats, plots, files and metadata" ), + test_request: bool = test_query_parameter, ): """ Returns metadata for a single BED record. if full=True, returns full record with stats, plots, files and metadata. @@ -261,6 +262,32 @@ async def embed_bed_file( return embedding.tolist()[0] +@router.post( + "/umap", + summary="Get embeddings for a bed file.", + response_model=List[float], +) +async def embed_bed_file( + file: UploadFile = File(None), +): + """ + Create embedding for bed file + """ + _LOGGER.info("Embedding file..") + + if file is not None: + with tempfile.TemporaryDirectory() as dirpath: + file_path = os.path.join(dirpath, file.filename) + + with open(file_path, "wb") as bed_file: + shutil.copyfileobj(file.file, bed_file) + + region_set = RegionSet(file_path) + + embedding = bbagent.bed._get_umap_file(region_set) + return embedding.tolist()[0] + + @router.get( "/missing_plots", summary="Get missing plots for a bed file.", @@ -361,6 +388,7 @@ async def text_to_bed_search( assay: Optional[Union[str, None]] = None, limit: int = 10, offset: int = 0, + test_request: bool = test_query_parameter, ): """ Search for a BedFile by a text query. diff --git a/bedhost/routers/bedset_api.py b/bedhost/routers/bedset_api.py index 1fd8ffd1..0d7a4910 100644 --- a/bedhost/routers/bedset_api.py +++ b/bedhost/routers/bedset_api.py @@ -15,7 +15,7 @@ from ..main import bbagent, usage_data from ..data_models import CreateBEDsetRequest from ..utils import zip_pep -from ..helpers import count_requests +from ..helpers import count_requests, test_query_parameter router = APIRouter(prefix="/v1/bedset", tags=["bedset"]) @@ -46,6 +46,7 @@ async def list_bedsets( query: str = None, limit: int = 1000, offset: int = 0, + test_request: bool = test_query_parameter, ): """ Returns a list of BEDset records in the database with optional filters and search. @@ -64,6 +65,7 @@ async def list_bedsets( async def get_bedset_metadata( bedset_id: str, full: bool = True, + test_request: bool = test_query_parameter, ): # TODO: fix error with not found try: diff --git a/deployment/config/api-dev.bedbase.org.yaml b/deployment/config/api-dev.bedbase.org.yaml index f3bba70e..79da07a2 100644 --- a/deployment/config/api-dev.bedbase.org.yaml +++ b/deployment/config/api-dev.bedbase.org.yaml @@ -4,6 +4,7 @@ path: # region2vec: databio/r2v-pretrained-for-search region2vec: databio/r2v-encode-hg38 vec2vec: 'databio/v2v-sentencetransformers-encode' + umap_model: "https://huggingface.co/databio/bedbase-umap/resolve/main/hg38_umap_umap_model.joblib" database: host: $POSTGRES_HOST port: 5432 diff --git a/deployment/config/api.bedbase.org.yaml b/deployment/config/api.bedbase.org.yaml index fabac7ec..9c483233 100644 --- a/deployment/config/api.bedbase.org.yaml +++ b/deployment/config/api.bedbase.org.yaml @@ -4,6 +4,7 @@ path: # region2vec: databio/r2v-pretrained-for-search region2vec: databio/r2v-encode-hg38 vec2vec: "databio/v2v-sentencetransformers-encode" + umap_model: "https://huggingface.co/databio/bedbase-umap/resolve/main/hg38_umap_umap_model.joblib" database: host: $POSTGRES_HOST port: 5432 diff --git a/requirements/requirements-all.txt b/requirements/requirements-all.txt index 580bd04f..35b1911d 100644 --- a/requirements/requirements-all.txt +++ b/requirements/requirements-all.txt @@ -1,5 +1,5 @@ -# bbconf @ git+https://github.com/databio/bbconf.git@comp_search#egg=bbconf -bbconf>=0.12.0 +# bbconf @ git+https://github.com/databio/bbconf.git@umap#egg=bbconf +bbconf>=0.13.0 fastapi>=0.103.0 logmuse>=0.2.7 markdown diff --git a/ui/package-lock.json b/ui/package-lock.json deleted file mode 100644 index 463ba7ef..00000000 --- a/ui/package-lock.json +++ /dev/null @@ -1,6213 +0,0 @@ -{ - "name": "bedhost-ui-2", - "version": "0.0.0", - "lockfileVersion": 3, - "requires": true, - "packages": { - "": { - "name": "bedhost-ui-2", - "version": "0.0.0", - "dependencies": { - "@tanstack/react-query": "^5.28.0", - "@tanstack/react-query-devtools": "^5.28.0", - "@tanstack/react-table": "^8.15.3", - "@uidotdev/usehooks": "^2.4.1", - "axios": "^1.12.0", - "bootstrap": "^5.3.3", - "bootstrap-icons": "^1.11.3", - "chart.js": "^4.4.2", - "chartjs-chart-error-bars": "^4.4.0", - "chartjs-plugin-datalabels": 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"^20.19.0 || ^22.12.0 || >=23" - } - }, - "node_modules/yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true, - "engines": { - "node": ">=10" - }, - "funding": { - "url": "https://github.com/sponsors/sindresorhus" - } - }, - "node_modules/zwitch": { - "version": "2.0.4", - "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz", - "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==", - "funding": { - "type": "github", - "url": "https://github.com/sponsors/wooorm" - } - } - } -} diff --git a/ui/package.json b/ui/package.json index 8cd690a3..e406eb55 100644 --- a/ui/package.json +++ b/ui/package.json @@ -1,7 +1,7 @@ { "name": "bedhost-ui-2", "private": true, - "version": "0.0.0", + "version": "0.12.0", "type": "module", "scripts": { "dev": "vite", @@ -12,18 +12,23 @@ "generate-types-local": "npx openapi-typescript http://localhost:8000/openapi.json -o bedbase-types.d.ts" }, "dependencies": { + "@databio/gtars": "^0.5.2", "@tanstack/react-query": "^5.28.0", "@tanstack/react-query-devtools": "^5.28.0", "@tanstack/react-table": "^8.15.3", + "@types/pako": "^2.0.4", "@uidotdev/usehooks": "^2.4.1", + "@uwdata/vgplot": "^0.21.1", "axios": "^1.12.0", "bootstrap": "^5.3.3", "bootstrap-icons": "^1.11.3", "chart.js": "^4.4.2", "chartjs-chart-error-bars": "^4.4.0", "chartjs-plugin-datalabels": "^2.2.0", + "embedding-atlas": "^0.13.0", "framer-motion": "^11.0.20", - "js-yaml": "^4.1.0", + "js-yaml": "^4.1.1", + "pako": "^2.1.0", "react": "^18.2.0", "react-bootstrap": "^2.10.1", "react-chartjs-2": "^5.2.0", @@ -35,8 +40,10 @@ "react-markdown": "^9.0.1", "react-router-dom": "^7.5.2", "rehype-highlight": "^7.0.0", + "three": "^0.177.0", "vega-embed": "^7.0.2", - "three": "^0.177.0" + "vite-plugin-top-level-await": "^1.6.0", + "vite-plugin-wasm": "^3.5.0" }, "devDependencies": { "@types/js-yaml": "^4.0.9", @@ -51,6 +58,6 @@ "eslint-plugin-react-refresh": "^0.4.5", "sass": "^1.72.0", "typescript": "^5.2.2", - "vite": "^6.3.6" + "vite": "^6.4.1" } } diff --git a/ui/public/analyzer_icon.svg b/ui/public/analyzer_icon.svg new file mode 100644 index 00000000..082ab25b --- /dev/null +++ b/ui/public/analyzer_icon.svg @@ -0,0 +1,572 @@ + + + + diff --git a/ui/public/api_icon.svg b/ui/public/api_icon.svg new file mode 100644 index 00000000..da662f02 --- /dev/null +++ b/ui/public/api_icon.svg @@ -0,0 +1,674 @@ + + + + diff --git a/ui/public/bed_analyzer.svg b/ui/public/bed_analyzer.svg new file mode 100644 index 00000000..eef879ac --- /dev/null +++ b/ui/public/bed_analyzer.svg @@ -0,0 +1,554 @@ + + + + diff --git a/ui/public/bed_umap.svg b/ui/public/bed_umap.svg new file mode 100644 index 00000000..3761fb09 --- /dev/null +++ b/ui/public/bed_umap.svg @@ -0,0 +1,733 @@ + + + +UMAP visualization diff --git a/ui/public/search.svg b/ui/public/search.svg new file mode 100644 index 00000000..fdcd246c --- /dev/null +++ b/ui/public/search.svg @@ -0,0 +1,542 @@ + + + + diff --git a/ui/public/stats_icon.svg b/ui/public/stats_icon.svg new file mode 100644 index 00000000..aa74e9e0 --- /dev/null +++ b/ui/public/stats_icon.svg @@ -0,0 +1,542 @@ + + + + diff --git a/ui/src/components/bed-analytics-components/bed-plots.tsx b/ui/src/components/bed-analytics-components/bed-plots.tsx new file mode 100644 index 00000000..b2da7887 --- /dev/null +++ b/ui/src/components/bed-analytics-components/bed-plots.tsx @@ -0,0 +1,186 @@ +import { useEffect, useRef, useState } from 'react'; +import embed from 'vega-embed'; + +const COLOR = 'rgba(0, 128, 128, 1)'; + +type DistributionSpecDataPoint = { + chr: string; + start: number; + end: number; + n: number; + rid: number; +}; + +interface BedPlotsProps { + data: DistributionSpecDataPoint[]; +} + +const distributionSpec = (data: DistributionSpecDataPoint[]) => { + const transformedData = data.map((item: DistributionSpecDataPoint) => ({ + chr: item.chr, + withinGroupID: item.rid, + N: item.n, + start: item.start, + end: item.end, + })); + return { + $schema: 'https://vega-github.io/schema/vega-lite/v6.json', + // title: { + // text: 'Region Distribution Plot', + // fontSize: 24, + // fontWeight: 'bold', + // anchor: 'middle', + // offset: 10, + // }, + config: { + axis: { + grid: false, + }, + facet: { + spacing: -1, + }, + view: { + strokeWidth: 0, + cursor: 'inherit', + }, + // bar: { + // continuousBandSize: 2.5, + // }, + }, + data: { + values: transformedData, + }, + encoding: { + row: { + title: 'Chromosome', + field: 'chr', + header: { + labelAlign: 'left', + labelAngle: 0, + labelOrient: 'left', + labelPadding: 5, + labelBaseline: 'top', + labelFontSize: 9, + }, + sort: [ + 'chr1', + 'chr2', + 'chr3', + 'chr4', + 'chr5', + 'chr6', + 'chr7', + 'chr8', + 'chr9', + 'chr10', + 'chr11', + 'chr12', + 'chr13', + 'chr14', + 'chr15', + 'chr16', + 'chr17', + 'chr18', + 'chr19', + 'chr20', + 'chr21', + 'chr22', + 'chrX', + 'chrY', + 'chrM', + ], + type: 'ordinal', + color: { + value: COLOR, + }, + }, + x: { + axis: { + labelExpr: 'datum.value == 0 ? \'start\' : datum.value == 300 ? \'end\' : \'\'', + values: [0, 300.0], + }, + field: 'withinGroupID', + scale: { + domain: [0, 300.0], + }, + title: 'Genome', + type: 'quantitative', + }, + y: { + axis: { + labels: false, + ticks: false, + }, + field: 'N', + title: '', + type: 'quantitative', + }, + }, + height: 25, + mark: { + cornerRadiusEnd: 0.5, + type: 'bar', + width: 2.5, + color: COLOR, + }, + }; +}; + +export const RegionDistributionPlot = (props: BedPlotsProps) => { + const { data } = props; + + const plotRef = useRef(null); + const [containerWidth, setContainerWidth] = useState(0); + + useEffect(() => { + const updateWidth = () => { + if (plotRef.current) { + const width = plotRef.current.offsetWidth * 0.8; + setContainerWidth(width); + } + }; + + updateWidth(); + window.addEventListener('resize', updateWidth); + return () => window.removeEventListener('resize', updateWidth); + }, []); + + useEffect(() => { + const element = plotRef.current; + if (element && containerWidth > 0) { + const spec = { + ...distributionSpec(data), + width: containerWidth, + }; + + try { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + embed(element, spec as any, { + actions: { export: true, source: false, compiled: false }, + renderer: 'svg', + }).catch((error) => { + console.error('Embed error after parsing:', error); + }); + } catch (error) { + console.error(error); + } + } + + return () => { + if (element) { + element.innerHTML = ''; + } + }; + }, [containerWidth, data]); + + return ( +
+
+
+ ); +}; + +export default RegionDistributionPlot; diff --git a/ui/src/components/bed-analytics-components/chromosome-stats-panel.tsx b/ui/src/components/bed-analytics-components/chromosome-stats-panel.tsx new file mode 100644 index 00000000..7b25fc9e --- /dev/null +++ b/ui/src/components/bed-analytics-components/chromosome-stats-panel.tsx @@ -0,0 +1,198 @@ +import React from 'react'; +import { ChromosomeStatistics, RegionSet } from '@databio/gtars'; + +interface Props { + rs: RegionSet; + selectedFile: File | null; +} + +const ChromosomeStatsPanel: React.FC = ({ rs, selectedFile }) => { + const calc = rs.chromosomeStatistics(); + if (!calc) return null; + + const statsEntries = Array.from(calc.entries()) + .map((entry) => { + const [chrom, stats] = entry as [unknown, ChromosomeStatistics]; + const cs = stats as ChromosomeStatistics; + const row = { + chromosome: String(chrom), + count: cs.number_of_regions, + minimum: cs.minimum_region_length, + maximum: cs.maximum_region_length, + mean: cs.mean_region_length.toFixed(2), + median: cs.median_region_length.toFixed(2), + start: cs.start_nucleotide_position, + end: cs.end_nucleotide_position, + }; + try { + (cs as unknown as { free?: () => void }).free?.(); + } catch (e) { + /* ignore */ + } + return row; + }); + + return ( +
+ {/*This section is AI rendered. It provides statistics on number of regions per chromosome.*/} +
+
Number of regions per chromosome:
+
+ + {(() => { + const barWidth = 40; + const gap = 30; + const maxCount = Math.max(...statsEntries.map(s => s.count), 1); + const chartHeight = 120; + const chartTop = 30; + + return ( + + {/* Grid lines */} + {[0, 0.25, 0.5, 0.75, 1].map(ratio => ( + + + + {Math.round(maxCount * ratio)} + + + ))} + + {/* Bars */} + {statsEntries.map((s, i) => { + const x = i * (barWidth + gap) + 40; + const barH = Math.max(2, Math.round((s.count / maxCount) * chartHeight)); + const y = chartTop + (chartHeight - barH); + + return ( + + + + {s.count} + + + {s.chromosome} + + + ); + })} + + ); + })()} + +
+
+ +
+
+
+
Chromosome regions statatistics
+
+ +
+
+ + + + + + + + + + + + + + + + {statsEntries.map((s) => ( + + + + + + + + + + + ))} + +
Chromosome nameNumber of regionsStart positionEnd positionMin lengthMax lengthMean lengthMedian length
{s.chromosome}{s.count}{s.start}{s.end}{s.minimum}{s.maximum}{s.mean}{s.median}
+
+
+
+ ); +}; + +export default ChromosomeStatsPanel; \ No newline at end of file diff --git a/ui/src/components/bed-splash-components/header.tsx b/ui/src/components/bed-splash-components/header.tsx index 7a04d4a1..c705f9f3 100644 --- a/ui/src/components/bed-splash-components/header.tsx +++ b/ui/src/components/bed-splash-components/header.tsx @@ -81,6 +81,12 @@ export const BedSplashHeader = (props: Props) => { } + + + )}
{showOptions && ( diff --git a/ui/src/components/search/search-selector.tsx b/ui/src/components/search/search-selector.tsx index 41cef61c..64cd1bc5 100644 --- a/ui/src/components/search/search-selector.tsx +++ b/ui/src/components/search/search-selector.tsx @@ -13,39 +13,39 @@ export const SearchSelector = (props: Props) => { const [params, setParams] = useSearchParams(); return (
-
+
+ { + params.set('view', 't2b'); + params.delete('q'); + setParams(params); + setView('t2b'); + }} + > + Text-to-BED + + { + params.set('view', 'b2b'); + params.delete('q'); + setParams(params); + setView('b2b'); + }} + > + BED-to-BED + + { + params.set('view', 't2bs'); + params.delete('q'); + setParams(params); + setView('t2bs'); + }} + > + Text-to-BEDset + +
); diff --git a/ui/src/components/search/text2bed/t2b-search-results-table.tsx b/ui/src/components/search/text2bed/t2b-search-results-table.tsx index 4bdbfcbc..7da0fac5 100644 --- a/ui/src/components/search/text2bed/t2b-search-results-table.tsx +++ b/ui/src/components/search/text2bed/t2b-search-results-table.tsx @@ -1,4 +1,4 @@ -import { ProgressBar } from 'react-bootstrap'; +// import { ProgressBar } from 'react-bootstrap'; import { components } from '../../../../bedbase-types'; import { roundToTwoDecimals } from '../../../utils'; import { useBedCart } from '../../../contexts/bedcart-context'; @@ -117,12 +117,16 @@ export const Text2BedSearchResultsTable = (props: Props) => { - + { + // const scoreValue = (result.score ?? 0) * 100; + // if (scoreValue >= 80) return 'text-success'; + // if (scoreValue >= 60) return 'text-warning'; + // if (scoreValue >= 40) return 'text-info'; + // return 'text-danger'; + return 'text-success'; + })()}`}> + {roundToTwoDecimals((result.score ?? 0) * 100)}% + {cart[result?.metadata?.id || ''] ? ( @@ -149,7 +153,7 @@ export const Text2BedSearchResultsTable = (props: Props) => { toast.error('No bed ID found', { position: 'top-center' }); return; } - + // Create the simplified bed item object const bedItem = { id: result.metadata.id, @@ -161,7 +165,7 @@ export const Text2BedSearchResultsTable = (props: Props) => { description: result.metadata.description || '', assay: result.metadata.annotation?.assay || 'N/A', }; - + addBedToCart(bedItem); }} > diff --git a/ui/src/components/search/text2bedset.tsx b/ui/src/components/search/text2bedset.tsx index a0213bce..0fedb944 100644 --- a/ui/src/components/search/text2bedset.tsx +++ b/ui/src/components/search/text2bedset.tsx @@ -75,7 +75,8 @@ export const Text2BedSet = () => {
) : (
- Try searching for some BEDsets! e.g. K562 or excluderanges + Find collections of BED files by entering a text query above.
+ For example, try searching for "excluderanges" or "a562".
)} diff --git a/ui/src/components/umap/atlas-tooltip.tsx b/ui/src/components/umap/atlas-tooltip.tsx new file mode 100644 index 00000000..d0329962 --- /dev/null +++ b/ui/src/components/umap/atlas-tooltip.tsx @@ -0,0 +1,93 @@ +import { createRoot, Root } from 'react-dom/client'; + +interface TooltipProps { + tooltip?: { + text: string; + identifier: string; + fields?: { + Assay: string; + 'Cell Line': string; + Description: string; + }; + category?: number; + x?: number; + y?: number; + }; + showLink?: boolean; +} + +const TooltipContent = ({ tooltip, showLink }: { tooltip: TooltipProps['tooltip']; showLink?: boolean }) => { + if (!tooltip) return null; + return ( +
+
+
{tooltip.text || 'Unnamed BED'}
+ {tooltip.fields && ( + <> +

{tooltip.fields.Description || 'No description available'}

+
+ {tooltip.identifier !== 'custom_point' && ( + <> + + cell_line: {tooltip.fields['Cell Line'] || 'N/A'} + + + assay: {tooltip.fields.Assay || 'N/A'} + + + id: {tooltip.identifier || 'N/A'} + + + )} + + x: {tooltip.x ? tooltip.x.toFixed(6) : 'N/A'} + + + y: {tooltip.y ? tooltip.y.toFixed(6) : 'N/A'} + +
+ + )} + {showLink && tooltip.identifier !== 'custom_point' && ( +
+ Go! + + )} +
+
+ ); +}; + +export class AtlasTooltip { + private root: Root; + private showLink: boolean; + + constructor(target: HTMLElement, props: TooltipProps) { + // Create a React root and render your component + this.root = createRoot(target); + this.showLink = props.showLink || false; + this.update(props); + } + + update(props: TooltipProps) { + // Re-render with new props + this.root.render(); + } + + destroy() { + // Unmount the React component + this.root.unmount(); + } +} diff --git a/ui/src/components/umap/bed-embedding-atlas.tsx b/ui/src/components/umap/bed-embedding-atlas.tsx new file mode 100644 index 00000000..4e020751 --- /dev/null +++ b/ui/src/components/umap/bed-embedding-atlas.tsx @@ -0,0 +1,86 @@ +import { EmbeddingAtlas } from 'embedding-atlas/react'; +import { useEffect, useState } from 'react'; +import { useMosaicCoordinator } from '../../contexts/mosaic-coordinator-context'; + +type Props = { + bedId?: string; + neighbors?: any; + container?: boolean; + width?: string; + height?: string; +}; + +export const BEDEmbeddingAtlas = (props: Props) => { + const { container, width, height } = props; + + const [isReady, setIsReady] = useState(false); + const { coordinator, initializeData } = useMosaicCoordinator(); + + useEffect(() => { + initializeData().then(() => setIsReady(true)); + }, []); + + return container ? ( + <> + {isReady ? ( +
+
+
+
+ +
+
+
+
+ ) : ( +
+
+ Loading... +
+
+ )} + + ) : ( + <> + {isReady ? ( +
+
+ console.log(e)} + // onExportSelection={async (predicate, format) => { + // console.log('Export selection:', predicate, format); + // }} + /> +
+
+ ) : ( +
+
+ Loading... +
+
+ )} + + ); +}; diff --git a/ui/src/components/umap/bed-embedding-plot.tsx b/ui/src/components/umap/bed-embedding-plot.tsx new file mode 100644 index 00000000..6377a9fe --- /dev/null +++ b/ui/src/components/umap/bed-embedding-plot.tsx @@ -0,0 +1,207 @@ +import { EmbeddingViewMosaic } from 'embedding-atlas/react'; +import { useEffect, useState, useRef, useMemo, forwardRef, useImperativeHandle } from 'react'; +import toast from 'react-hot-toast'; +import * as vg from '@uwdata/vgplot'; + +import { tableau20 } from '../../utils'; +import { AtlasTooltip } from './atlas-tooltip'; +import { useMosaicCoordinator } from '../../contexts/mosaic-coordinator-context'; + +type Props = { + bedIds?: string[]; + height?: number; + preselectPoint?: boolean; + stickyBaseline?: boolean; + customCoordinates?: number[] | null; + customFilename?: string; +}; + +export interface BEDEmbeddingPlotRef { + centerOnBedId: (bedId: string, scale?: number) => Promise; + handleFileRemove: () => Promise; +} + +export const BEDEmbeddingPlot = forwardRef((props, ref) => { + const { bedIds, height, preselectPoint, stickyBaseline, customCoordinates, customFilename } = props; + const { coordinator, initializeData, addCustomPoint, deleteCustomPoint, webglStatus } = useMosaicCoordinator(); + + const containerRef = useRef(null); + const baselinePointsRef = useRef([]); + + const [containerWidth, setContainerWidth] = useState(900); + const [isReady, setIsReady] = useState(false); + const [selectedPoints, setSelectedPoints] = useState([]); + const [tooltipPoint, setTooltipPoint] = useState(null); + const [colorGrouping] = useState('cell_line_category'); + const [viewportState, setViewportState] = useState(null); + + const filter = useMemo(() => vg.Selection.intersect(), []); + + const centerOnPoint = (point: any, scale: number = 1) => { + setTooltipPoint(point); + setViewportState({ + x: point.x, + y: point.y, + scale: scale, + }); + }; + + const centerOnBedId = async (bedId: string, scale: number = 1) => { + if (!isReady) return; + + const bedData: any = await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id = '${bedId}'`, + { type: 'json' }, + ); + + if (bedData && bedData.length > 0) { + centerOnPoint(bedData[0], scale); + setSelectedPoints([bedData[0]]); + } else { + toast.error('Error: BED file not present in embeddings.'); + } + }; + + const handleFileRemove = async () => { + try { + await deleteCustomPoint(); + coordinator.clear(); + } catch (error) { + console.error('Error removing file'); + } + }; + + useImperativeHandle(ref, () => ({ + centerOnBedId, + handleFileRemove, + })); + + useEffect(() => { + // initialize data + initializeData().then(async () => { + if (!!customCoordinates) { + await addCustomPoint(customCoordinates[0], customCoordinates[1], customFilename); + coordinator.clear(); + } + setIsReady(true); + }); + }, []); + + useEffect(() => { + // resize width of view + if (containerRef.current) { + setContainerWidth(containerRef.current.offsetWidth); + } + }, [isReady]); + + useEffect(() => { + // fetch provided bed ids + if (isReady && bedIds && bedIds.length > 0) { + setTimeout(async () => { + const idsToQuery = customCoordinates ? ['custom_point', ...bedIds] : bedIds; + const currentBed: any = await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id IN ('${idsToQuery.join("','")}')`, + { type: 'json' }, + ); + if (!currentBed || currentBed.length === 0) return; + if (preselectPoint) { + const pointToSelect = customCoordinates + ? currentBed.find((bed: any) => bed.identifier === 'custom_point') || currentBed[0] + : currentBed[0]; + if (!!customCoordinates) { + centerOnPoint(pointToSelect); + } else { + setTooltipPoint(pointToSelect); + } + } + baselinePointsRef.current = currentBed; + setSelectedPoints(currentBed); + }, 200); + } + }, [isReady, bedIds, coordinator, colorGrouping, customCoordinates]); + + return ( + <> + {webglStatus.error ? ( +
+ {webglStatus.error} +
+ ) : ( + <> + {isReady ? ( +
+ { + if (!dataPoints || (dataPoints.length === 0 && stickyBaseline)) { + setTimeout(() => { + if (baselinePointsRef.current.length > 0) { + setSelectedPoints([...baselinePointsRef.current]); + } + }, 0); + return; + } + setSelectedPoints(dataPoints); + }} + theme={{ + statusBar: false, + }} + /> +
+ ) : ( +
+ Loading... +
+ )} + + )} + + ); +}); diff --git a/ui/src/components/umap/bed-embedding-view.tsx b/ui/src/components/umap/bed-embedding-view.tsx new file mode 100644 index 00000000..1e5ee3db --- /dev/null +++ b/ui/src/components/umap/bed-embedding-view.tsx @@ -0,0 +1,611 @@ +import { EmbeddingViewMosaic } from 'embedding-atlas/react'; +import { useEffect, useState, useRef, useMemo } from 'react'; +import * as vg from '@uwdata/vgplot'; + +import { isPointInPolygon, tableau20 } from '../../utils'; +import { useBedCart } from '../../contexts/bedcart-context'; +import { components } from '../../../bedbase-types'; +import { AtlasTooltip } from './atlas-tooltip'; +import { useMosaicCoordinator } from '../../contexts/mosaic-coordinator-context'; +import { useBedUmap } from '../../queries/useBedUmap'; + +type SearchResponse = components['schemas']['BedListSearchResult']; + +type Props = { + bedId?: string; + neighbors?: SearchResponse; + showNeighbors?: boolean; + enableUpload?: boolean; +}; + +export const BEDEmbeddingView = (props: Props) => { + const { bedId, neighbors, showNeighbors, enableUpload } = props; + const { coordinator, initializeData, addCustomPoint, deleteCustomPoint, webglStatus } = useMosaicCoordinator(); + const { addMultipleBedsToCart } = useBedCart(); + const { mutateAsync: getUmapCoordinates } = useBedUmap(); + + const containerRef = useRef(null); + const fileInputRef = useRef(null); + + const [containerWidth, setContainerWidth] = useState(900); + const [embeddingHeight, setEmbeddingHeight] = useState(500); + const [isReady, setIsReady] = useState(false); + const [colorGrouping, setColorGrouping] = useState('cell_line_category'); + const [selectedPoints, setSelectedPoints] = useState([]); + const [initialPoint, setInitialPoint] = useState(null); + const [viewportState, setViewportState] = useState(null); + const [legendItems, setLegendItems] = useState([]); + const [filterSelection, setFilterSelection] = useState(null); + const [addedToCart, setAddedToCart] = useState(false); + const [tooltipPoint, setTooltipPoint] = useState(null); + const [uploadedFilename, setUploadedFilename] = useState(''); + const [dataVersion, setDataVersion] = useState(0); + const [pendingSelection, setPendingSelection] = useState(null); + const [uploadButtonText, setUploadButtonText] = useState('Upload BED'); + + const filter = useMemo(() => vg.Selection.intersect(), []); + const legendFilterSource = useMemo(() => ({}), []); + const neighborIDs = useMemo(() => neighbors?.results?.map((result) => result.id), [neighbors]); + + const centerOnPoint = (point: any, scale: number = 1) => { + setTooltipPoint(point); + setViewportState({ + x: point.x, + y: point.y, + scale: scale, + }); + }; + + const handleFileRemove = async () => { + try { + await deleteCustomPoint(); + setUploadedFilename(''); + + coordinator.clear(); + const updatedLegend = await fetchLegendItems(coordinator); + setLegendItems(updatedLegend); + + // Prepare selection without custom point + const newSelection = selectedPoints.filter((p: any) => p.identifier !== 'custom_point'); + setPendingSelection(newSelection); + + // Force remount to remove point from map + setDataVersion((v) => v + 1); + } catch (error) { + console.error('Error deleting file'); + } + }; + + const handleFileUpload = async (event: React.ChangeEvent) => { + const file = event.target.files?.[0]; + if (!file) return; + + setUploadButtonText('Uploading...'); + + try { + const coordinates = await getUmapCoordinates(file); + + if (coordinates.length >= 2) { + await addCustomPoint(coordinates[0], coordinates[1]); + setUploadedFilename(file.name); + + // Clear coordinator cache and refresh legend + coordinator.clear(); + const updatedLegend = await fetchLegendItems(coordinator); + setLegendItems(updatedLegend); + + // await new Promise(resolve => setTimeout(resolve, 150)); + + // Query the uploaded point + const customPoint: any = await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id = 'custom_point'`, + { type: 'json' }, + ); + + if (customPoint && customPoint.length > 0) { + // console.log('Custom point queried:', customPoint[0]); + + // Prepare selection to apply after remount + const newSelection = selectedPoints.filter((p: any) => p.identifier !== 'custom_point'); + newSelection.push(customPoint[0]); + setPendingSelection(newSelection); + + // Force remount to show new point + setDataVersion((v) => v + 1); + } + } + } catch (error) { + console.error('Error getting UMAP coordinates:', error); + } finally { + if (fileInputRef.current) { + fileInputRef.current.value = ''; + } + setUploadButtonText('Upload BED'); + } + }; + + const handleUploadClick = () => { + fileInputRef.current?.click(); + }; + + const getSortedSelectedPoints = () => { + if (!selectedPoints || selectedPoints.length === 0) return []; + + const currentBed = selectedPoints.find((p: any) => p.identifier === bedId); + const others = selectedPoints.filter((p: any) => p.identifier !== bedId); + + if (neighbors?.results && neighbors.results.length > 0) { + const scoreMap = new Map(neighbors.results.map((n) => [n.id, n.score])); + others.sort((a: any, b: any) => { + const scoreA = scoreMap.get(a.identifier) || 0; + const scoreB = scoreMap.get(b.identifier) || 0; + return scoreB - scoreA; // Descending order + }); + } + + return currentBed ? [currentBed, ...others] : others; + }; + + const handleLegendClick = (item: any) => { + if (filterSelection?.category === item.category) { + setFilterSelection(null); + filter.update({ + source: legendFilterSource, // memoized so that mosaic can keep track of source and clear previous selection + value: null, + predicate: null, + }); + } else { + setFilterSelection(item); + filter.update({ + source: legendFilterSource, + value: item.category, + predicate: vg.eq(colorGrouping, item.category), + }); + } + }; + + const handlePointSelection = (dataPoints: any[] | null) => { + // console.log('Selection changed via onSelection callback:', dataPoints); + const points = dataPoints || []; + const hasInitialPoint = points.some((p) => p.identifier === initialPoint?.identifier); + let finalPoints = hasInitialPoint ? points : initialPoint ? [initialPoint, ...points] : points; + + if (showNeighbors && neighborIDs && neighborIDs.length > 0) { + const selectedIds = new Set(finalPoints.map((p: any) => p.identifier)); + const missingNeighborIds = neighborIDs.filter((id) => !selectedIds.has(id)); + + if (missingNeighborIds.length > 0) { + coordinator + .query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id IN (${missingNeighborIds.map((id) => `'${id}'`).join(',')})`, + { type: 'json' }, + ) + .then((neighborPoints: any) => { + setSelectedPoints([...finalPoints, ...neighborPoints]); + }); + return; + } + } + + // setTooltipPoint(finalPoints.slice(-1)[0]) + setSelectedPoints(finalPoints); + }; + + // Range selection (for rectangle/lasso) + const handleRangeSelection = async (coordinator: any, value: any) => { + // console.log('Range selection updated:', value); + + if (!value) { + return; + } + + let result; + + // filter clause prevents selecting points that are not within a selected legend category + const filterClause = filterSelection ? ` AND ${colorGrouping} = '${filterSelection.category}'` : ''; + + // Check if rectangle selection (bounding box) + if (typeof value === 'object' && 'xMin' in value) { + result = (await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE x >= ${value.xMin} AND x <= ${value.xMax} AND y >= ${value.yMin} AND y <= ${value.yMax}${filterClause}`, + { type: 'json' }, + )) as any[]; + } + // Check if lasso selection (array of points) + else if (Array.isArray(value) && value.length > 0) { + // First get points within bounding box (optimization) + const xCoords = value.map((p: any) => p.x); + const yCoords = value.map((p: any) => p.y); + const xMin = Math.min(...xCoords); + const xMax = Math.max(...xCoords); + const yMin = Math.min(...yCoords); + const yMax = Math.max(...yCoords); + + // Only fetch x, y, identifier for filtering, then get full data for matches + const candidates: any = await coordinator.query( + `SELECT x, y, id as identifier FROM data + WHERE x >= ${xMin} AND x <= ${xMax} AND y >= ${yMin} AND y <= ${yMax}${filterClause}`, + { type: 'json' }, + ); + + // Filter to points inside polygon + const filteredIds = candidates + .filter((point: any) => isPointInPolygon(point, value)) + .map((p: any) => `'${p.identifier}'`) + .join(','); + + if (filteredIds) { + result = (await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id IN (${filteredIds})${filterClause}`, + { type: 'json' }, + )) as any[]; + } else { + result = []; + } + } + + const resultArray = result || []; + const hasInitialPoint = + resultArray.length > 0 && resultArray.some((p: any) => p.identifier === initialPoint?.identifier); + let finalPoints = hasInitialPoint ? resultArray : initialPoint ? [initialPoint, ...resultArray] : resultArray; + + if (showNeighbors && neighborIDs && neighborIDs.length > 0) { + const selectedIds = new Set(finalPoints.map((p: any) => p.identifier)); + const missingNeighborIds = neighborIDs.filter((id) => !selectedIds.has(id)); + + if (missingNeighborIds.length > 0) { + // fetch missing neighbor points + const neighborPoints = (await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id IN (${missingNeighborIds.map((id) => `'${id}'`).join(',')})`, + { type: 'json' }, + )) as any[]; + finalPoints = [...finalPoints, ...neighborPoints]; + } + } + + setSelectedPoints(finalPoints); + }; + + const fetchLegendItems = async (coordinator: any) => { + const query = `SELECT DISTINCT + ${colorGrouping.replace('_category', '')} as name, + ${colorGrouping} as category + FROM data + ORDER BY ${colorGrouping}`; + + const result = (await coordinator.query(query, { type: 'json' })) as any[]; + return result; + }; + + useEffect(() => { + // initialize data + initializeData().then(() => { + setIsReady(true); + }); + }, []); + + useEffect(() => { + // resize width and height of view based on window size + const updateDimensions = () => { + if (containerRef.current) { + setContainerWidth(containerRef.current.offsetWidth); + } + // Calculate height: window height minus approximate offset for header/footer/margins + const calculatedHeight = Math.max(400, window.innerHeight * 0.6); + setEmbeddingHeight(calculatedHeight); + }; + + updateDimensions(); + window.addEventListener('resize', updateDimensions); + + return () => window.removeEventListener('resize', updateDimensions); + }, [isReady]); + + useEffect(() => { + // set legend items + if (isReady) { + fetchLegendItems(coordinator).then((result) => { + setLegendItems(result); + }); + } + }, [isReady, colorGrouping]); + + useEffect(() => { + // apply pending selection after dataVersion change + if (pendingSelection !== null) { + setTimeout(() => { + setSelectedPoints(pendingSelection); + // If there's an uploaded file, center on it and set tooltip + if (uploadedFilename) { + const uploadedPoint = pendingSelection.find((point: any) => point.identifier === 'custom_point'); + if (uploadedPoint) { + centerOnPoint(uploadedPoint, 0.3); + } + } + setPendingSelection(null); + }, 200); + } + }, [dataVersion, pendingSelection]); + + useEffect(() => { + // fetch initial bed id and neighbors + if (isReady && !!bedId) { + setTimeout(async () => { + const currentBed: any = await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id = '${bedId}'`, + { type: 'json' }, + ); + if (!currentBed || currentBed.length === 0) return; + setInitialPoint(currentBed[0]); + setTooltipPoint(currentBed[0]); + + if (showNeighbors && neighborIDs && neighborIDs.length > 0) { + const neighborPoints: any = await coordinator.query( + `SELECT + x, y, + ${colorGrouping} as category, + name as text, + id as identifier, + {'Description': description, 'Assay': assay, 'Cell Line': cell_line} as fields + FROM data + WHERE id IN (${neighborIDs.map((id) => `'${id}'`).join(',')})`, + { type: 'json' }, + ); + setSelectedPoints([currentBed[0], ...neighborPoints]); + } else if (showNeighbors && enableUpload) { + setSelectedPoints([currentBed[0]]); + } else { + setSelectedPoints([currentBed[0]]); + } + }, 200); + } + }, [isReady, bedId, coordinator, colorGrouping, showNeighbors, neighborIDs]); + + return ( + <> +
+ {enableUpload && ( +
+
+
+ )} +
+ {isReady ? ( +
+
+
+
+ Region Embeddings + + + {!!uploadedFilename && ( + + {uploadedFilename} + + + )} + +
+
+ {webglStatus.error ? ( +
+ {webglStatus.error} +
+ ) : ( + handleRangeSelection(coordinator, e)} + /> + )} +
+
+ +
+
+ + + + + + + + + + + {getSortedSelectedPoints().map((point: any, index: number) => ( + centerOnPoint(point, 0.3)} + key={point.identifier + '_' + index} + > + + + + + + ))} + +
BED NameAssayCell LineDescription
{point.text}{point.fields.Assay}{point.fields['Cell Line']}{point.fields.Description}
+
+
+
+
+
+
+ Legend +
+ setColorGrouping(e.target.value)} + /> + + setColorGrouping(e.target.value)} + /> + +
+
+
+ + + {legendItems?.map((item: any) => ( + handleLegendClick(item)} + key={item.category} + > + + + ))} + +
+ + + {item.name} + + {filterSelection?.category === item.category && ( + + )} +
+
+
+
+
+ ) : ( +
+
+ Loading... +
+
+ )} + + ); +}; diff --git a/ui/src/const.ts b/ui/src/const.ts index 93e20b4c..418a036b 100644 --- a/ui/src/const.ts +++ b/ui/src/const.ts @@ -4,6 +4,8 @@ const API_BASE = import.meta.env.VITE_API_BASE || ''; const EXAMPLE_URL = `${API_BASE}/bed/example`; +export const UMAP_URL = 'https://huggingface.co/databio/bedbase-umap/resolve/main/hg38_umap.json'; + export const BEDBASE_PYTHON_CODE_MD = ` \`\`\`python import requests @@ -127,6 +129,18 @@ print(bed_granges) \`\`\` `; +export const CLIENT_RUST_CODE_RAW = ` +\`\`\`python +use gtars::bbclient::BBClient; + +let mut bbc = BBClient::new(Some(cache_folder.clone()), None).expect("Failed to create BBClient"); + +let bed_id: String = bbc + .add_local_bed_to_cache(PathBuf::from(_path/to.bed.gz), None) + .unwrap(); +\`\`\` +`; + export const BBCONF_SNIPPETS = [ { @@ -139,4 +153,9 @@ export const BBCONF_SNIPPETS = [ code: CLIENT_R_CODE_RAW, raw: CLIENT_R_CODE_RAW, }, + { + language: 'Rust', + code: CLIENT_RUST_CODE_RAW, + raw: CLIENT_RUST_CODE_RAW, + }, ]; \ No newline at end of file diff --git a/ui/src/contexts/mosaic-coordinator-context.tsx b/ui/src/contexts/mosaic-coordinator-context.tsx new file mode 100644 index 00000000..2cce6343 --- /dev/null +++ b/ui/src/contexts/mosaic-coordinator-context.tsx @@ -0,0 +1,167 @@ +import { createContext, useContext, useMemo, useRef, ReactNode, useState, useEffect } from 'react'; +import * as vg from '@uwdata/vgplot'; +import { UMAP_URL } from '../const.ts' + +interface MosaicCoordinatorContextType { + getCoordinator: () => vg.Coordinator; + initializeData: () => Promise; + addCustomPoint: (x: number, y: number, description?: string) => Promise; + deleteCustomPoint: () => Promise; + webglStatus: { checking: boolean; webgl2: boolean; error: string | null }; +} + +const MosaicCoordinatorContext = createContext(null); + +export const MosaicCoordinatorProvider = ({ children }: { children: ReactNode }) => { + const coordinatorRef = useRef(null); + const dataInitializedRef = useRef(false); + const [webglStatus, setWebglStatus] = useState<{ checking: boolean; webgl2: boolean; error: string | null }>({ + checking: true, + webgl2: false, + error: null, + }); + + const getCoordinator = () => { + if (!coordinatorRef.current) { + coordinatorRef.current = new vg.Coordinator(vg.wasmConnector()); + } + return coordinatorRef.current; + }; + + const initializeData = async () => { + if (dataInitializedRef.current) { + return; // Already initialized + } + + const coordinator = getCoordinator(); + + + await coordinator.exec([ + vg.sql`CREATE OR REPLACE TABLE data AS + SELECT + unnest(nodes, recursive := true) + FROM read_json_auto('${UMAP_URL}')`, + vg.sql`CREATE OR REPLACE TABLE data AS + SELECT + *, + (DENSE_RANK() OVER (ORDER BY assay) - 1)::INTEGER AS assay_category, + (DENSE_RANK() OVER (ORDER BY cell_line) - 1)::INTEGER AS cell_line_category + FROM data` as any, + ]); + + dataInitializedRef.current = true; + }; + + const deleteCustomPoint = async () => { + const coordinator = getCoordinator(); + + await coordinator.exec([vg.sql`DELETE FROM data WHERE id = 'custom_point'` as any]); + }; + + const addCustomPoint = async (x: number, y: number, description: string = 'User uploaded BED file') => { + const coordinator = getCoordinator(); + + await coordinator.exec([vg.sql`DELETE FROM data WHERE id = 'custom_point'` as any]); + + // Get max category indices for uploaded points (after deletion to ensure clean state) + const maxCategories = (await coordinator.query( + `SELECT + MAX(assay_category) as max_assay_category, + MAX(cell_line_category) as max_cell_line_category + FROM data`, + { type: 'json' }, + )) as any[]; + + const assayCategory = (maxCategories[0]?.max_assay_category ?? -1) + 1; + const cellLineCategory = (maxCategories[0]?.max_cell_line_category ?? -1) + 1; + + await coordinator.exec([ + vg.sql`INSERT INTO data VALUES ( + ${x}, + ${y}, + 0, + 'custom_point', + 'Your uploaded file', + '${description}', + 'Uploaded BED', + 'Uploaded BED', + ${assayCategory}, + ${cellLineCategory} + )` as any, + ]); + }; + + useEffect(() => { + const checkGraphicsSupport = async () => { + let webgpuAvailable = false; + let webgl2Available = false; + + // Check WebGPU + if ('gpu' in navigator) { + try { + const adapter = await (navigator as any).gpu.requestAdapter(); + webgpuAvailable = !!adapter; + } catch (error) { + // console.error('WebGPU check failed:', error); + webgpuAvailable = false; + } + } + + // Check WebGL2 + const canvas = document.createElement('canvas'); + const gl = canvas.getContext('webgl2'); + webgl2Available = !!gl; + + if (gl) { + gl.getExtension('WEBGL_lose_context')?.loseContext(); + } + + // Force WebGL by hiding WebGPU if not available + if (!webgpuAvailable && webgl2Available) { + // console.log('WebGPU not available, forcing WebGL2 fallback'); + if ('gpu' in navigator) { + Object.defineProperty(navigator, 'gpu', { + get: () => undefined, + configurable: true, + }); + } + } + + if (!webgpuAvailable && !webgl2Available) { + setWebglStatus({ + checking: false, + webgl2: false, + error: 'WebGL2 is unavailable. Please enable it or use a different browser to use the Embedding Atlas.', + }); + } else { + setWebglStatus({ + checking: false, + webgl2: webgl2Available, + error: null, + }); + } + }; + + checkGraphicsSupport(); + }, []); + + const value = useMemo( + () => ({ getCoordinator, initializeData, addCustomPoint, deleteCustomPoint, webglStatus }), + [webglStatus], + ); + return {children}; +}; + +export const useMosaicCoordinator = () => { + const context = useContext(MosaicCoordinatorContext); + if (!context) { + throw new Error('useMosaicCoordinator must be used within MosaicCoordinatorProvider'); + } + return { + coordinator: context.getCoordinator(), + initializeData: context.initializeData, + addCustomPoint: context.addCustomPoint, + deleteCustomPoint: context.deleteCustomPoint, + webglStatus: context.webglStatus, + }; +}; diff --git a/ui/src/custom.scss b/ui/src/custom.scss index 4c40686a..3bfa979f 100644 --- a/ui/src/custom.scss +++ b/ui/src/custom.scss @@ -1,16 +1,6 @@ -@import 'bootstrap/scss/functions'; -@import 'bootstrap/scss/variables'; - -$primary: #008080; -$secondary: #f97316; - -// merge with existing $theme-colors map -$theme-colors: map-merge( - $theme-colors, - ( - 'primary': $primary, - 'secondary': $secondary, - ) +// Import Bootstrap with @use instead of @import +@use 'bootstrap/scss/bootstrap' as * with ( + $primary: #008080 // $secondary: #f97316, ); // override btn-outline-primary hover bg-color @@ -22,8 +12,9 @@ $theme-colors: map-merge( } } -// set changes -@import 'bootstrap'; +body { + background-color: var(--bs-body-tertiary-bg) !important; +} a { color: $primary; @@ -98,15 +89,15 @@ a { } .bed-splash-genomic-feature-bar-height { - height: 27rem; + height: 26.375rem; } .bedset-splash-stat-card-height { - min-height: 7rem; + min-height: 9rem; } .bedset-splash-genomic-feature-bar-height { - height: 24rem; + height: 24.875rem; } .min-h-screen { @@ -149,7 +140,9 @@ a { white-space: nowrap; /* Keeps the content on a single line */ margin: 0 auto; /* Gives that scrolling effect as the typing happens */ letter-spacing: 0.15em; /* Adjust as needed */ - animation: typing 3.5s steps(40, end), blink-caret 0.75s step-end infinite; + animation: + typing 3.5s steps(40, end), + blink-caret 0.75s step-end infinite; } .truncate { @@ -317,6 +310,31 @@ td { outline: 1px solid $primary !important; } +.btn-group-xs > .btn { + padding: 0.125rem 0.6rem; + font-size: 0.7rem; + line-height: 1.2; + border-radius: 0.25rem; +} + +.btn-card { + transition: + color 0.15s ease-in-out, + background-color 0.15s ease-in-out, + border-color 0.15s ease-in-out, + box-shadow 0.15s ease-in-out; +} + +.table-transparent { + background-color: transparent; /* Makes the table background completely transparent */ + --bs-table-bg: transparent; +} + +.table-transparent tbody tr { + background-color: transparent; + --bs-table-bg: transparent; +} + .transparent-btn { //pointer-events: none; cursor: default; @@ -340,5 +358,17 @@ td { } .metric-plot-height { - height: 450px; -} \ No newline at end of file + height: auto; +} + +.btn-xs { + padding: 0.125rem 0.6rem !important; + font-size: 0.7rem !important; + line-height: 1.2 !important; + border-radius: 0.25rem !important; +} + +.btn-xs > .bi { + font-size: 0.7rem; + vertical-align: -0.125em; +} diff --git a/ui/src/main.tsx b/ui/src/main.tsx index df411949..5ebc938e 100644 --- a/ui/src/main.tsx +++ b/ui/src/main.tsx @@ -8,8 +8,11 @@ import { BedCartProvider } from './contexts/bedcart-context.tsx'; import toast, { Toaster } from 'react-hot-toast'; import { Home } from './pages/home.tsx'; import { Metrics } from './pages/metrics.tsx'; -import { UMAPGraph } from './pages/visualization.tsx'; +import { BEDUmap } from './pages/bed-umap.tsx'; +import { BEDAnalytics } from './pages/bed-analytics.tsx'; +import init from '@databio/gtars'; import { HelmetProvider } from 'react-helmet-async'; +import { MosaicCoordinatorProvider } from './contexts/mosaic-coordinator-context.tsx'; // css stuff import 'bootstrap/dist/css/bootstrap.min.css'; @@ -31,17 +34,20 @@ const queryClient = new QueryClient({ }, }, queryCache: new QueryCache({ + // eslint-disable-next-line @typescript-eslint/no-explicit-any onError: (error: any) => { if (error.response && error.response.status === 413) { toast.error(`${error.response.data.detail}`); - return;} + return; + } if (error.response && error.response.status === 415) { toast.error(`${error.response.data.detail}`); - return;} + return; + } // // console.error(error); // toast.error(`Something went wrong: ${error.message}`); - } + }, }), }); @@ -77,10 +83,17 @@ const router = createBrowserRouter([ }, { path: '/umap', - element: , + element: , + }, + { + path: '/analyze', + element: , }, ]); +// initialize gtars: +init(); + // entry point ReactDOM.createRoot(document.getElementById('root')!).render( @@ -88,8 +101,10 @@ ReactDOM.createRoot(document.getElementById('root')!).render( - - + + + + diff --git a/ui/src/motions/landing-animations.tsx b/ui/src/motions/landing-animations.tsx index b714e2f7..6397e4fa 100644 --- a/ui/src/motions/landing-animations.tsx +++ b/ui/src/motions/landing-animations.tsx @@ -1,14 +1,14 @@ import { motion } from 'framer-motion'; import { PRIMARY_COLOR } from '../const'; -const STROKE_WIDTH = 2; +const STROKE_WIDTH = 2.5; const STROKE_SPEAD = 0; export const InPaths = () => { return ( { - { y2="50%" strokeWidth={STROKE_WIDTH} animate={{ - strokeDashoffset: [100, 90, 80, 70, 60, 50, 40, 30, 20, 10, 0, -10, -20], - }} - strokeDasharray="6,6" - transition={{ - duration: STROKE_SPEAD, - repeat: Infinity, - repeatType: 'loop', - ease: 'linear', - }} - stroke="#000" - /> - { repeatType: 'loop', ease: 'linear', }} + stroke={PRIMARY_COLOR} /> { { { + const [rs, setRs] = useState(null); + const [loadingRS, setLoadingRS] = useState(false); + const [totalProcessingTime, setTotalProcessingTime] = useState(null); + const [selectedFile, setSelectedFile] = useState(null); + const [inputMode, setInputMode] = useState<'file' | 'url'>('file'); + const [bedUrl, setBedUrl] = useState(''); + const [triggerSearch, setTriggerSearch] = useState(0); + const [searchParams] = useSearchParams(); + const navigate = useNavigate(); + + const fileInputRef = useRef(null); + + useEffect(() => { + const urlParam = searchParams.get('bedUrl'); + if (urlParam) { + setInputMode('url'); + setBedUrl(urlParam); + } + }, [searchParams]); + + useEffect(() => { + initializeRegionSet(); + }, [triggerSearch]); + + const fetchBedFromUrl = async (url: string): Promise => { + // console.log(`${url[0]}, ${url[1]}, ${url}`); + const fetchUrl = + url.length === 32 && !url.startsWith('http') + ? `https://api.bedbase.org/v1/files/files/${url[0]}/${url[1]}/${url}.bed.gz` + : url; + // console.log(`${fetchUrl}`); + const response = await fetch(fetchUrl); + if (!response.ok) { + throw new Error(`Failed to fetch BED file: ${response.statusText}`); + } + const blob = await response.blob(); + const fileName = fetchUrl.split('/').pop() || 'remote-bed-file.bed'; + return new File([blob], fileName, { type: 'text/plain' }); + }; + + const initializeRegionSet = async () => { + let fileToProcess: File | null = null; + + if (inputMode === 'file' && selectedFile) { + fileToProcess = selectedFile; + } else if (inputMode === 'url' && bedUrl.trim()) { + try { + fileToProcess = await fetchBedFromUrl(bedUrl.trim()); + } catch (error) { + console.error('Error fetching URL:', error); + return; + } + } + + if (fileToProcess) { + setLoadingRS(true); + setTotalProcessingTime(null); + + try { + const startTime = performance.now(); + + const syntheticEvent = { + target: { files: [fileToProcess] }, + } as unknown as Event; + + await handleBedFileInput(syntheticEvent, (entries) => { + setTimeout(() => { + const rs = new RegionSet(entries); + const endTime = performance.now(); + const totalTimeMs = endTime - startTime; + + setRs(rs); + setTotalProcessingTime(totalTimeMs); + setLoadingRS(false); + }, 10); + }); + } catch (error) { + setLoadingRS(false); + console.error('Error loading file:', error); + } + } + }; + + const unloadFile = () => { + setRs(null); + setTotalProcessingTime(null); + setSelectedFile(null); + setBedUrl(''); + if (fileInputRef.current) { + fileInputRef.current.value = ''; + } + }; + + const handleOnKeyDown = (e: React.KeyboardEvent): void => { + if (e.key === 'Enter') { + if (inputMode === 'url') { + const params = new URLSearchParams(searchParams); + params.set('bedUrl', bedUrl); + navigate(`?${params.toString()}`); + } + setTriggerSearch(triggerSearch + 1); + } + }; + + return ( + +

BED analyzer

+
+
+
+
+ {inputMode === 'file' ? ( + <> + {!!selectedFile ? ( + <> + fileInputRef.current?.click()} + readOnly + /> + { + const file = e.target.files?.[0]; + if (file) { + unloadFile(); + setSelectedFile(file); + setTriggerSearch(triggerSearch + 1); + } + }} + /> + + ) : ( + { + const file = e.target.files?.[0]; + if (file) { + unloadFile(); + setSelectedFile(file); + setTriggerSearch(triggerSearch + 1); + } + }} + /> + )} + + ) : ( + { + const newUrl = e.target.value; + setBedUrl(newUrl); + if (rs) unloadFile(); + }} + onKeyDown={handleOnKeyDown} + /> + )} + {(!!rs || !!selectedFile || !!bedUrl.trim()) && ( + + )} + +
+ +
+
+ +
+
+ {inputMode === 'file' ? ( +

+ {selectedFile && ( + <> +

Selected file: {selectedFile.name}
+
File size: {bytesToSize(selectedFile.size)}
+ + )} +

+ ) : ( +

{!!rs && bedUrl &&

Source: {bedUrl}
}

+ )} + {!(!!rs || !!selectedFile || !!bedUrl.trim()) && ( +

+ No input provided. Try this{' '} + { + e.preventDefault(); + const exampleUrl = + 'https://api.bedbase.org/v1/files/files/d/c/dcc005e8761ad5599545cc538f6a2a4d.bed.gz'; + setInputMode('url'); + setBedUrl(exampleUrl); + + const params = new URLSearchParams(searchParams); + params.set('bedUrl', exampleUrl); + navigate(`?${params.toString()}`); + setTriggerSearch(triggerSearch + 1); + }} + > + example file + + . +

+ )} + + {rs && !!totalProcessingTime && ( +

Total processing time: {(totalProcessingTime / 1000).toFixed(3)}s

+ )} +
+
+ + +
+ {loadingRS && ( +
+
+ Loading... +
+ + Loading and analyzing... + +
+ )} + + {rs && !loadingRS && ( +
+
+ + Results ready + +
+ )} + +
+ {rs && ( +
+
+ + + + + + + + + + + + + + + + + + + +
Identifier{rs.identifier}
Mean region width{rs.meanRegionWidth}
Total number of regions{rs.numberOfRegions}
Total number of nucleotides{rs.nucleotidesLength}
+
+
+

Interval chromosome length statistics

+ {rs && ( + + )} +
+
+ {rs && ( + //
+ //
Region Distribution Data
+ //
+                    //     {JSON.stringify(rs.calculateRegionDistribution(300), null, 2)}
+                    //   
+ //
+
+ +
+ )} +
+
+ )} +
+
+
+ + ); +}; \ No newline at end of file diff --git a/ui/src/pages/bed-umap.tsx b/ui/src/pages/bed-umap.tsx new file mode 100644 index 00000000..645ec58e --- /dev/null +++ b/ui/src/pages/bed-umap.tsx @@ -0,0 +1,18 @@ +import { useSearchParams } from 'react-router-dom'; +import { Layout } from '../components/layout'; +// import { BEDEmbeddingAtlas } from '../components/umap/bed-embedding-atlas'; +import { BEDEmbeddingView } from '../components/umap/bed-embedding-view'; + +export const BEDUmap: React.FC = () => { + const [searchParams] = useSearchParams(); + + const bedId = searchParams.get('searchId'); + // console.log(bedId); + + return ( + + {/* */} + + + ); +}; diff --git a/ui/src/pages/home.tsx b/ui/src/pages/home.tsx index de80c4b6..6767d614 100644 --- a/ui/src/pages/home.tsx +++ b/ui/src/pages/home.tsx @@ -8,25 +8,37 @@ import rehypeHighlight from 'rehype-highlight'; import { CODE_SNIPPETS } from '../const'; import { BBCONF_SNIPPETS } from '../const'; // import { useExampleBed } from '../queries/useExampleBed'; +import toast from 'react-hot-toast'; import { useExampleBedSet } from '../queries/useExampleBedSet'; import { useStats } from '../queries/useStats.ts'; +import { motion } from 'framer-motion'; -type FileBadgeProps = { - children?: React.ReactNode; -}; +// type FileBadgeProps = { +// children?: React.ReactNode; +// }; -const FileBadge = (props: FileBadgeProps) => { - const { children } = props; - return
{children}
; -}; +// const FileBadge = (props: FileBadgeProps) => { +// const { children } = props; +// return
{children}
; +// }; export const Home = () => { const [searchTerm, setSearchTerm] = useState(''); const [searchTermSmall, setSearchTermSmall] = useState('Kidney cancer in humans'); const [copied, setCopied] = useState(false); + const [searchType, setSearchType] = useState('t2b'); const navigate = useNavigate(); + const handleSearch = () => { + if (!searchTerm) { + toast.error('Please enter a search term.'); + return; + } + navigate(`/search?q=${searchTerm}&view=${searchType}`); + }; + + // const { data: exampleBedMetadata } = useExampleBed(); # if example will be dynamic again const { data: exampleBedSetMetadata } = useExampleBedSet(); const { data: bedbaseStats } = useStats(); @@ -49,132 +61,165 @@ export const Home = () => { {/* */} {/* */} {/*
*/} -

Welcome to BEDbase

-
+

BEDbase

+

Find, analyze, and understand genomic region data - all in one + place

+ +
-

- BEDbase is a unified platform for aggregating, analyzing, and serving genomic region data. BEDbase redefines - the way to manage genomic region data and allows users to search for BED files of interest and create - collections tailored to research needs. BEDbase is composed of a web server and an API. Users can explore +

+ BEDbase is a unified platform for searching, analyzing, visualizing and serving genomic region data. + BEDbase redefines the way to manage genomic region data and allows users to search for BED files of + interest, visualize them, and create + collections tailored to research needs. Users can explore comprehensive descriptions of specific BED files via a user-oriented web interface and programmatically interact with the data via an OpenAPI-compatible API.

-
- setSearchTerm(e.target.value)} - onKeyDown={(e) => { - if (e.key === 'Enter') { - if (searchTerm.length === 0) { - return; - } - navigate(`/search?q=${searchTerm}`); - } - }} - /> -
-
- {/*Or, explore an example BED file*/} +
Or, explore an example BED file or an{' '} example BEDset
-
-
- - - Bed files - - BED file icon - - - - {' '} - BigBed files - - BigBed file icon - - - - Wig files +
@@ -229,18 +274,21 @@ export const Home = () => {
- +

BED Embedding Visualization

- BEDbase supports visualization of UMAP of hg38 BED embeddings. It allows users to explore the + BEDbase provides visualization of UMAP of hg38 BED embeddings. It allows users to explore the similarity of genomic regions based on their embeddings, and providing insights into the relationships between different BED files. The visualization is available on the UMAP visualization.

- UMAP visualization + + UMAP visualization +
@@ -306,7 +354,7 @@ export const Home = () => {

- +
@@ -348,6 +396,24 @@ export const Home = () => {
+ + +

BED Analyzer

+

+ BEDbase includes an interactive BED Analyzer that lets you quickly explore any BED file. + You can upload your own file or provide a URL, and the analyzer will generate key + statistics, summary tables, and visualizations. It gives you an instant overview of + region counts, lengths, genome coverage, and other useful properties. Analyze your file: Analyzer. +

+ + + + BED analyzer + + +

Data Availability Summary

diff --git a/ui/src/pages/metrics.tsx b/ui/src/pages/metrics.tsx index b3d2757b..fd50acc9 100644 --- a/ui/src/pages/metrics.tsx +++ b/ui/src/pages/metrics.tsx @@ -103,7 +103,6 @@ export const Metrics = () => { ); } - ; return ( diff --git a/ui/src/queries/useBedUmap.ts b/ui/src/queries/useBedUmap.ts new file mode 100644 index 00000000..6d9c8ed1 --- /dev/null +++ b/ui/src/queries/useBedUmap.ts @@ -0,0 +1,29 @@ +import { useMutation, useQueryClient } from '@tanstack/react-query'; +import { AxiosInstance } from 'axios'; +import { useBedbaseApi } from '../contexts/api-context'; + +type UmapResponse = number[]; + +const getBedUmap = async (file: File, axiosInstance: AxiosInstance) => { + const formData = new FormData(); + formData.append('file', file); + + const { data } = await axiosInstance.post('/bed/umap', formData, { + headers: { + 'Content-Type': 'multipart/form-data', + }, + }); + return data; +}; + +export const useBedUmap = () => { + const queryClient = useQueryClient(); + const { api } = useBedbaseApi(); + + return useMutation({ + mutationFn: (file: File) => getBedUmap(file, api), + onSuccess: () => { + queryClient.invalidateQueries({ queryKey: ['bed-umap'] }); + }, + }); +}; diff --git a/ui/src/utils.ts b/ui/src/utils.ts index 4cc01e5b..cf9d5d16 100644 --- a/ui/src/utils.ts +++ b/ui/src/utils.ts @@ -1,3 +1,5 @@ +import * as pako from 'pako'; + type ObjectType = 'bed' | 'bedset'; export const makeHttpDownloadLink = (md5: string) => { @@ -29,7 +31,26 @@ export const makePDFImageLink = (md5: string, plotName: string, type: ObjectType }; export const formatDateTime = (date: string) => { - return new Date(date).toLocaleString(); + const d = new Date(date); + const day = String(d.getDate()).padStart(2, '0'); + const months = [ + 'January', + 'February', + 'March', + 'April', + 'May', + 'June', + 'July', + 'August', + 'Sepptember', + 'October', + 'November', + 'December', + ]; + const month = months[d.getMonth()]; + const year = d.getFullYear(); + const time = d.toLocaleTimeString('en-US', { hour: '2-digit', minute: '2-digit', second: '2-digit', hour12: true }); + return `${month} ${day}, ${year} at ${time}`; }; export const bytesToSize = (bytes: number) => { @@ -53,7 +74,6 @@ export const generateBEDsetPEPDownloadRaw = (md5List: string[]) => { return script; }; - export const generateCurlScriptForCartDownloadMd = (md5List: string[]) => { const wgetCommands = md5List.map((md5, index) => { const downloadLink = makeHttpDownloadLink(md5); @@ -135,3 +155,100 @@ export const convertStatusCodeToMessage = (statusCode: number | undefined) => { return 'Unknown Error'; } }; + +// gtars bedfile handler +export type BedEntry = [string, number, number, string]; + +export async function parseBedFile(file: File): Promise { + let text: string; + if (file.name.endsWith('.gz')) { + const arrayBuffer = await file.arrayBuffer(); + const decompressed = pako.ungzip(new Uint8Array(arrayBuffer), { to: 'string' }); + text = decompressed; + } else { + text = await file.text(); + } + const lines = text.split('\n'); + const bedEntries: BedEntry[] = []; + +// export async function parseBedFile(file: File): Promise { +// const text = await file.text(); +// const lines = text.split('\n'); +// const bedEntries: BedEntry[] = []; + + for (const line of lines) { + const trimmedLine = line.trim(); + + // skip! + if (!trimmedLine || trimmedLine.startsWith('#')) { + continue; + } + + const columns = trimmedLine.split('\t'); + + // check for at least 3 columns (chr, start, end) + if (columns.length >= 3) { + const chr = columns[0]; + const start = parseInt(columns[1], 10); + const end = parseInt(columns[2], 10); + const rest = columns.slice(3).join('\t'); // join remaining columns if any + + // Validate that start and end are valid numbers + if (!isNaN(start) && !isNaN(end)) { + bedEntries.push([chr, start, end, rest]); + } + } + } + + return bedEntries; +} + +// helper function to handle file input change event +export function handleBedFileInput(event: Event, callback: (entries: BedEntry[]) => void): void { + const input = event.target as HTMLInputElement; + const file = input.files?.[0]; + + if (file) { + parseBedFile(file) + .then(callback) + .catch((error) => console.error('Error parsing BED file:', error)); + } +} + +export const tableau20 = [ + '#1f77b4', + '#aec7e8', + '#ff7f0e', + '#ffbb78', + '#2ca02c', + '#98df8a', + '#d62728', + '#ff9896', + '#9467bd', + '#c5b0d5', + '#8c564b', + '#c49c94', + '#e377c2', + '#f7b6d3', + '#7f7f7f', + '#c7c7c7', + '#bcbd22', + '#dbdb8d', + '#17becf', + '#9edae5', +]; + +// Point-in-polygon test using ray casting algorithm +export const isPointInPolygon = (point: { x: number; y: number }, polygon: { x: number; y: number }[]) => { + let inside = false; + for (let i = 0, j = polygon.length - 1; i < polygon.length; j = i++) { + const xi = polygon[i].x, + yi = polygon[i].y; + const xj = polygon[j].x, + yj = polygon[j].y; + + const intersect = yi > point.y !== yj > point.y && point.x < ((xj - xi) * (point.y - yi)) / (yj - yi) + xi; + if (intersect) inside = !inside; + } + return inside; +}; diff --git a/ui/vite.config.ts b/ui/vite.config.ts index 5a33944a..443bb22f 100644 --- a/ui/vite.config.ts +++ b/ui/vite.config.ts @@ -1,7 +1,17 @@ import { defineConfig } from 'vite' import react from '@vitejs/plugin-react' +import topLevelAwait from 'vite-plugin-top-level-await'; +import wasm from 'vite-plugin-wasm'; // https://vitejs.dev/config/ export default defineConfig({ - plugins: [react()], + plugins: [wasm(), topLevelAwait(), react()], + build: { + target: 'esnext', // Ensure ESNext target for WASM support + }, + server: { + fs: { + allow: ['..'], // Allow serving files from one level up to the project root + }, + }, })