25:["$","title",null,{"children":"Regl + CoordMask rebuild of PDX Map Tracer - before perf hunt | mheard03 | Observable"}] 49:Ta456,// This is for legibility only; it's not part of the program logic. // Layout is [ outputColor, [ inputColors ] ], where [ inputColors ] is the color of each province in the state. sampleColorReplacementMapValues = [ // South Atlantic Islands [ "xB5760C", [ "xB5760C", "x0CB556", "xB0BDDF", "xB5100C", "x3020D0", "x5E9DB3", "x9EF337" ] ], // Rio Grande do Norte [ "xB1D72A", [ "xB1D72A", "x604190", "x563E55", "xDC9F66", "xED0C0B", "x37F7DE", "xAD0128", "x5DCFF3", "x6E0A83" ] ], // Paraiba [ "xB20898", [ "xB20898", "x1A2590", "xCCF195", "xA00150", "x5F988B", "xF7C27D", "xEF30C9", "x516DE8", "x594558" ] ], // The rest of South America... 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"xE72C6E", "x2B826F", "x68945C", "xCEB8CB", "x11330B", "x405F17", "x69DFC4", "x01BCE8", "x29C483", "x15BFE8", "x0E4B34", "x9AD896", "xAF2A17", "x3D90CB", "x754421", "x96AF4C", "x776B49", "xABFA19", "x4EA25F", "x3DE3B3", "xF53054", "x4236E9", "xCFC8B9", "xFA2457", "xC7ED83", "x6EBBB7", "x93EE28", "x1E7015", "xA5E152", "x10504F", "x71D9D7", "x0F0F7E", "xB2B9BA", "x27C08F", "xA6F2B7", "x7CD432", "xE3AA75", "xB26BED", "xA18C78", "x22E97D", "xDD69F8", "x88DD4E", "x1774C8", "x9D43CF", "xE67FA7", "x4B18FB", "x25C093", "x3C8A04", "xD5C3C8", "x1DF7C9", "x04B286", "xD38892", "xC67143", "xEB9C41", "xC8BE47", "xA28D6D", "x34DF8A", "x37A4BA", "xBA3D90", "xA8A2F7", "xD247CC", "x0141D0", "xC48D73", "x3CD803", "xF9BA26", "xF2431F", "xFB873A", "x56393C", "x2C6278", "xCF7DCB", "x4A5BBF", "xF6D554", "x51D595", "xCC1C10", "x6FD2AB", "xA5B966", "x760CE7", "xB3B0D7", "xA6DF31", "x2A97C3", "xEF9BED", "x8FBAD0", "x92C628", "xF3DE48", "xBF2031", "x67F461", "x738424", "x0656BC", "x919690", "x87D837", "x5B1757", "x17D536", "x11FB67", "x9857EB", "x2FB187", "x90374C", "xC6C424", "x7929C2", "xA27083", "x0D1245", "xF66667", "xDCD39F", "x7A5DE0", "x93F111", "xD247D2", "xAF60BB", "xFD215B", "x2B9070", "x01DA65", "xE11FD3", "x0787AA", "x0A7262", "x00908F", "xDEAB1B", "x040C17", "xD86D1A", "x97E7EB", "x980045", "xA7C769", "xA199C6", "x22EC82", "xD3ACD6", "x52A4E3", "x82D74F", "xA8D34F", "x60F2BD", "x91B508", "x8AEF71", "x75C6D7", "x8EFA19", "xECCFD7", "x184722", "x5ADB44", "xDBB71B", "x3A3CE3", "x89892F", "x182380", "xE02E9A", "xBA4B7C", "xAB972A", "xCFCEB4", "x4F11D7", "xE8512C", "x50F389", "x86F093", "xE9C5E4", "x2AE17E", "xDE5BE5", "xF714FC", "xB977BC", "xD0223C", "xCD6F40", "x2A23E9", "xDD8728", "x5DDBCA", "x7E10B1", "x857B07", "x3880D4", "x2ACD4C", "x2AD465", "xD331D4", "x4D8530", "x409970", "xB9F1FF", "xFB9C08", "xB347D6", "x0F1505", "xE1B118", "x2E7F13", "x9E0077", "x758198", "x1C1B7D", "x2CDDD0", "x618E48", "xCDF95A", "x478475", "x98A3E2", "x17675E", "x265206", "x5A6439", "x6506ED", "xCA0FAC", "xF9F924", "x987D0C", "xA61CC9", "x1C92E2", "x26F90F", "xFD8937", "x42A2E2", "xFB3C67", "x0076E6", "x861B98", "x53D7A6", "xA4140F", "x25BD9D", "xFC7A98", "xA3DC23", "xF113B9", "xC9955F", "x1AADD5", "xD0336A", "xA85298", "xDF45EF", "x647BCC", "x83B7C6", "x214090", "xD10967", "x6C5723", "xE70FB1", "x1CCABD", "x5D0E06", "xC585D3", "xFF1B33", "x9B7537", "x8D8F6C", "xD8956A", "x70F4E3", "x5A4A14", "xABFB77", "x62E369", "xF88DAD", "xD4D11B", "x12B65A", "x4EB3AA", "x976874", "xD370AE", "x0C5436", "x41EA08", "xA1AF7C", "x5AC0B3", "x6A5AAF", "x9C7C22", "x96CEB1", "xA25E6F", "x3EA80A", "x7E7888", "x1C5644", "x0934A4", "x8B778F", "xA30D13", "xBBB067", "xDFF7B7", "xC2EEA7", "x1915D6" ] ], [ "xB62AF0", [ "xB62AF0", "x91C728", "xF9125F", "xA837D2", "x36D9EF", "xC45530", "x4A16EA", "x43D729", "x237C27", "x23EFD7", "xACEB79", "x48171B", "xE14B14", "xE60BF7", "xED3292", "xFFE4C1", "x5C2AA8", "xC04090", "x45EED6", "x717A55", "x4D1CA6", "xA58C2D", "xEDAC7C", "x2EE626", "x5820C3", "x8F7DE4", "x71D3B4", "x18AF1A", "x8899C3", "xE0A9E2", "x211F43", "xE2A941", "x1F56AE", "xCEDA54", "xC53B26", "x0A49A7", "xA8E4E8", "x4370B4", "x9752DF", "x87087A", "xA9FD52", "x569250", "x41C051", "x7F0E49", "x06C624", "xEE058F", "x2994F2", "x1BE381", "x24AC59", "xC51963", "x950AF3", "x3D6A7B", "x7A431A", "x75E887", "x8653EE", "xFF4650", "x5DB7DF", "xB374FD", "x90539F", "x7CDC0B", "xB43F4F", "xB8747C", "x210144", "x5285F9", "x6FC2D0", "x0E6BAF", "x77399A", "x681E21", "xDCD7C9", "x597DD7", "xF62EBB", "x450DE4", "x6831AB", "x228F62", "xE95326", "xBB7948", "x929F4C", "x72DE57", "x49A43E", "x01FB64", "x0C14D1", "x554D04", "x0DD209", "x3FF111", "xB76ECB", "xD068EF", "x7B89C9", "x5755E4", "xDC716A", "xBD9F17", "xFDC3C4", "x9E3C4B", "x0C34F7", "x7697B7", "x8F7F6F", "xE3F904", "x1F175F", "xA92523", "x35728C", "x50FD51", "xA5AF12", "x67CDD3", "xCCF73F", "x57DC7A", "x2906D5", "xA30817", "x62493B", "x71E84F", "xA23B8A", "x20EFD3", "xD246CD", "x47D460", "x073FDE", "x2E7EBF", "x379D54", "x8976AD", "x60FF01", "xE00111", "x9FC0FE", "x446753", "x4A8664", "x20B9B2", "xE921FB", "x74AF3A", "x840034", "xF00CED", "x4CA6CC", "x46A9DE", "x6407BA", "xE2B050", "xFF5E63", "xFE1511", "x206CC6", "xD6AD0C", "x31B106", "xCC99C2", "xDDEE22", "xA2F845", "x775279", "x34C294", "xF5AEBE", "xAA5F0C", "xB9D5AE", "xF0A42C", "xC3136F", "x329800", "x64E682", "x8C4707", "xA12EB0", "x54AC8C", "x8A52D2", "x3DCCEA", "xF83090", "x9C3270", "x575E56", "x69C874", "x328B67", "x3B31BD", "x2811A6", "x94F9C8", "x705239", "xC49B34", "x3C83DF", "xD7092A", "x5A4946", "xD740E9", "x378065", "xAA63FA", "xFE9E78", "x1BCE49", "x9778E0", "x0DE918", "x48B190", "xE856C1", "x8FFEA0", "x74BC05", "xDE68CB", "xB4DB5E", "x40AB15", "x3B3011", "x4D62D6", "x2C2C20", "x702F8B", "x3A4B20", "xE08090", "x23699F", "xAFB883", "xBF2FEF", "xAE4F84", "x46E2D3", "xA11526", "xDF91C1", "x87F2F9", "x7FB6F1", "xF8A947", "x8062F4", "x47ED24", "xE18840", "x79D4B1", "xFFF6EE", "x2629FF", "xB711DF", "x01084B", "x08B908", "x95BF58", "x831427", "xE2754D", "x871D4A", "x989CB7", "xAB3298", "xB241C1", "x3D7B8F", "x196415", "x58BD7A", "x48E330", "x84E5E0", "xC46825", "x03487B", "xD122E9", "xEA0BD4", "x992895", "xBD1800", "xC5CD94", "xC599F6", "x3116DB", "xEA5BE9", "x610A61", "x333FE5", "xE73BE7", "x54CC99", "xDBEA3D", "x4216B3", "x137A16", "x328FFE", "x5A3090", "x756755", "xFF6FE1", "xEA0EB1", "xF3E4CF", "x894577", "x2CA8CA", "x8F758B", "x038CB0", "x8B5A01", "xD75909", "xE379B6", "x8F6B32", "x9DA6FA", "x73E176", "xE3CC7D", "xB2C542", "x9DD475", "x06E0E9", "xEE6521", "xF02823", "x081A73", "xA88280", "x918579", "xDBC4C9", "xD34BA0", "x682823", "xBEBFA7", "xF0A6D7", "xEECA78", "x2F2B09", "x402E72", "xBB6578", "x5A47CA", "xEA326C", "xC04151", "xD7EC39", "x47BA4D", "xBF360F", "xD9B51B", "x1A3B8F", "x6BE64A", "x54D63A", "x6FE8D5", "xADB7B9", "xA19E99", "x80FA90", "x9FA745", "x109595", "xDABCDD", "x0C80D5", "xDBADFE", "x8E80DF", "xE67742", "xFE4759", "x22964C", "xFC221C", "xB43B72", "x2F15DF", "x7CD52C", "x83B1BA", "x645927", "x2B8C6E", "xF7FD32", "x14EE0B", "x36E83E", "xE2B0B7", "x4315D5", "xE8D3C3", "xABA7B1", "x6A1760", "xE5EF82", "xE8E12A", "x2404C7", "x2F69F7", "x6C2ED1", "x3FA0FB", "x5C39FF", "xF97E89", "xC886E3", "xFCD456", "x40C090", "x47D820", "x817AFB", "xF192D6", "x4751E8", "x9AE5DE", "xA88EBF", "xEC140B", "xF3946E", "xFC29D0", "xF47364", "xCF9E9F", "xBC7468", "x8A5A62", "x6809E1", "x4C2A62", "x8BD00A", "x2A5962", "x2AF127", "xB29291", "x8F231D" ] ] ];4a:Tf8e,{ const result = document.createElement("div"); result.style.display = "inline-block" result.style.position = "relative"; result.style.border = "2px dotted #ff00ff"; const { canvas, hoverOffset } = await getSelectedImage(); const scaleFactor = Math.floor((width - 4) / sampleTile.width); canvas.style.minWidth = canvas.width * scaleFactor + "px"; canvas.style.maxWidth = "100%"; const pixelDiv = htl.html`

`.querySelector("#pixelDiv"); const pixelDivInner = pixelDiv.querySelector("#pixelDivInner"); const infoDiv = pixelDiv.querySelector("#infoDiv"); if (scaleFactor >= 4) { pixelDiv.style.outline = "1px solid #ff00ff"; } const emptyPos = { left: "", right: "", top: "", bottom: "" }; let hoverX = -1, hoverY = -1; function updateInfoDiv(e) { if (e.type == "mouseleave") { pixelDiv.style.display = "none"; return; } pixelDiv.style.display = "block"; const [x, y] = d3.pointer(e, canvas).map(v => Math.floor(v / scaleFactor)); if (x == hoverX && y == hoverY) return; hoverX = x, hoverY = y; pixelDiv.style.left = x * scaleFactor + "px"; pixelDiv.style.top = y * scaleFactor + "px"; Object.assign(pixelDivInner.style, emptyPos); Object.assign(infoDiv.style, emptyPos); if (x < (canvas.width / 2)) { // left half pixelDivInner.style.left = scaleFactor + "px"; } else { // right half infoDiv.style.right = 0; } if (y < (canvas.height / 2)) { // top half pixelDivInner.style.top = scaleFactor + "px"; } else { // bottom half infoDiv.style.bottom = 0; } const pixelData = sampleTilePixelData.get([x + hoverOffset, y + hoverOffset]); if (!pixelData) { pixelDiv.style.outlineColor = "#cccccc"; infoDiv.style.display = "none"; return; } pixelDiv.style.outlineColor = "#ff00ff"; infoDiv.style.display = "block"; infoDiv.innerHTML = Object.entries(pixelData) .map(([key, value]) => { if (key == "coordType") key = "coordType (nw)"; return `${key}: ${value}` }) .join("
"); } result.addEventListener("mousemove", updateInfoDiv); result.addEventListener("mouseleave", updateInfoDiv); invalidation.then(() => { result.removeEventListener("mousemove", updateInfoDiv); result.removeEventListener("mouseleave", updateInfoDiv); }); result.append(canvas); result.append(pixelDiv); return result; async function getSelectedImage() { if (sampleTilePreviewImage == "input") { return { canvas: createCanvasElement(sampleTile), hoverOffset: -TILE_PADDING }; } else if (sampleTilePreviewImage == "output") { return { canvas: createCanvasElement(sampleTileGpuOutput), hoverOffset: 0 }; } else if (sampleTilePreviewImage == "color-mapped") { const { regl, commands } = sampleReglProgram ; const buffer = regl.framebuffer({ depthStencil: false, shape: [sampleTile.width, sampleTile.height] }); const texture = regl.texture({ data: sampleTile }); commands.replaceColors({ uSampler: texture, framebuffer: buffer }); const readRect = { x: TILE_PADDING, y: TILE_PADDING, width: sampleTileRect.width + 1, height: sampleTileRect.height + 1 }; const data = regl.read({ framebuffer: buffer, ...readRect }); const io = new PixelIO(readRect.width, readRect.height, data); return { canvas: createCanvasElement(io), hoverOffset: 0 }; } } }4b:T4aa,function getMapGeoProjection(projection, outputSize, geoBbox) { const proj = projection() const [x1, y1] = outputSize; let geoExtentObj; { const [x0, y0, x1, y1] = geoBbox; geoExtentObj = { type: "LineString", coordinates: [[x0,y0], [x0,y1], [x1,y1], [x1,y0], [x0,y0]] } } let geoCenter; { const extentWidth = geoBbox[2] - geoBbox[0]; geoCenter = d3.geoCentroid(geoExtentObj); if (extentWidth > 270 || !d3.geoContains(geoExtentObj, geoCenter)) { const sign = Math.sign(geoCenter[0]); geoCenter[0] -= sign * 180; } } if (geoBbox[2] - geoBbox[0] == 360) { proj.fitWidth(x1, geoExtentObj); } else { proj.fitWidth(x1, geoExtentObj); const scaleW = proj.scale(); proj.fitHeight(y1, geoExtentObj); const scaleH = proj.scale(); proj.fitSize([x1, y1], geoExtentObj); proj.scale((scaleW + scaleH) / 2); } const currentCenter = proj(geoCenter); const expectedCenter = [x1/2, y1/2]; let translation = proj.translate(); translation[0] += (expectedCenter[0] - currentCenter[0]); translation[1] += (expectedCenter[1] - currentCenter[1]); proj.translate(translation); return proj; }4c:Ta32,async function gpuTraceImage(image, options) { let allCoordTypes = new Map(Object.keys(coordTypeEncoding.values).map(k => [k, []])); const allPixelVectors = new Map(); allPixelVectors.getOrCreate = (key) => { let vectors = allPixelVectors.get(key); if (!vectors) allPixelVectors.set(key, vectors = []); return vectors; } function ingestParsedResult(parsedTileResult) { const { coordTypes, pixelVectors } = parsedTileResult; for (let [coordType, coordNums] of parsedTileResult.coordTypes) { allCoordTypes.get(coordType).push(...coordNums); } for (let [colorNum, tilePixelVectors] of parsedTileResult.pixelVectors) { allPixelVectors.getOrCreate(colorNum).push(...tilePixelVectors); } } const { colorTable, fnOnTileProcessed } = (options ?? {}); const tsOptions = _.pick(options, ["wrapX", "maxTileSize"]); const tileSlicer = new TileSlicerPadded(image, tsOptions); const mapRect = { x: TILE_PADDING, y: TILE_PADDING, width: tileSlicer.imageWidth, height: tileSlicer.imageHeight }; const reglProgram = getReglProgram(tileSlicer.baseTileSize, colorTable); for (let tileRect of tileSlicer.getTileRects()) { // commence to tracing const bitmap = await tileSlicer.getTileBitmap(tileRect); const pixelIO = await gpuProcessTile(bitmap, tileRect, mapRect, reglProgram); const parsed = await parseGpuTileResult(tileRect, pixelIO); ingestParsedResult(parsed); await pauseIfNeeded(); } reglProgram.destroy(); const coordTypesReversed = new Map(); for (let [coordType, coordNums] of [...allCoordTypes]) { coordNums.forEach(coordNum => coordTypesReversed.set(coordNum, coordType)); } allCoordTypes = MaskMap.around(coordTypesReversed, CoordMask); for (let [colorNum, xydNums] of [...allPixelVectors]) { /* const xydSet = new Set(); for (let xydNum of xydNums) { const reverseXydNum = XydMask.getReverseNum(xydNum); if (xydSet.has(reverseXydNum)) { debugger; xydSet.delete(reverseXydNum); } else { xydSet.add(xydNum); } } allPixelVectors.set(colorNum, MaskSet.around(xydSet, XydMask)); */ allPixelVectors.set(colorNum, MaskSet.around(new Set(xydNums), XydMask)); } const polygonRings = await pixelVectorsToRings(allPixelVectors, allCoordTypes, [tileSlicer.imageWidth, tileSlicer.imageHeight]); const bbox = [0, 0, image.naturalWidth ?? image.width, image.naturalHeight ?? image.height]; return { bbox, polygonRings, coordTypes: allCoordTypes, pixelVectors: allPixelVectors }; }4d:T9a0,async function gpuProcessTile(bitmap, tileRect, mapRect, reglProgram) { const { regl, commands } = reglProgram; const tileTexture = regl.texture({ data: bitmap }); const tileDimensions = [ bitmap.width, bitmap.height ]; const mapEdgesAbs = { x0: mapRect.x, y0: mapRect.y, x1: mapRect.x + mapRect.width, y1: mapRect.y + mapRect.height }; const mapBboxVec = [ mapEdgesAbs.x0 - tileRect.x, mapEdgesAbs.y0 - tileRect.y, mapEdgesAbs.x1 - tileRect.x - 1, mapEdgesAbs.y1 - tileRect.y - 1 ] const tileBboxVec = [ TILE_PADDING, TILE_PADDING, TILE_PADDING + tileRect.width - 1, TILE_PADDING + tileRect.height - 1 ] const buffers = {}; for (let name of ["color", "neighbors", "coordType", "flattened"]) { buffers[name] = regl.framebuffer({ depthStencil: false, shape: tileDimensions }); } commands.replaceColors({ uSampler: tileTexture, framebuffer: buffers.color }); await glClientWaitAsync(regl, 'replaceColors'); tileTexture.destroy(); commands.findNeighbors({ uSampler: buffers.color, mapBboxVec, tileBboxVec, framebuffer: buffers.neighbors }); await glClientWaitAsync(regl, 'findNeighbors'); [mapBboxVec, tileBboxVec].forEach(v => { v[2] += 1; v[3] += 1 }); commands.classifyCoords({ uSampler: buffers.color, mapBboxVec, tileBboxVec, framebuffer: buffers.coordType }); await glClientWaitAsync(regl, 'classifyCoords'); commands.flattenLayers({ color: buffers.color, neighbors: buffers.neighbors, coordType: buffers.coordType, framebuffer: buffers.flattened }); await glClientWaitAsync(regl, 'flattenLayers'); const results = []; const rect = Bbox.dims(tileBboxVec); const data = await readFramebufferAsync(regl, buffers.flattened, rect); const pixelIO = new PixelIO(rect.width, rect.height, data); Object.values(buffers).forEach(r => r.destroy()); return pixelIO; /* const regions = [] Bbox.split(Bbox.dims(tileBboxVec), 1, 1).forEach((rect,i) => { debugger; regions.push({ rect, array: dataArrays[i] }); }); // const data = regl.read({ framebuffer: buffers.flattened, ...readRect }); debugger; const results = []; for (let { rect, array } of regions) { const data = readFast(regl, buffers.flattened, rect, array); const pixelIO = new PixelIO(rect.width, rect.height, data); results.push({ rect, pixelIO }); } Object.values(buffers).forEach(r => r.destroy()); return results; */ }4e:T658,async function parseGpuTileResult(rect, flattenedIO) { // Initialize result objects const coordTypes = new Map(Object.keys(coordTypeEncoding.values).map(k => [k, []])); const pixelVectors = new Map(); pixelVectors.getOrCreate = (key) => { let xydVectors = pixelVectors.get(key); if (!xydVectors) pixelVectors.set(key, xydVectors = []); return xydVectors; } // Read flattenedIO const { width, height } = rect; let loopCount = 0; for (let { colorNum: flattenedColorNum, x: tileX, y: tileY } of flattenedIO.getNonZeroPixels()) { const x = tileX + rect.x; const y = tileY + rect.y; const pixelData = GpuColorMask.toObject(flattenedColorNum); // coordType if (pixelData.coordType) { coordTypes.get(pixelData.coordType).push(CoordMask.fromArray([x,y])); } // pixelVectors if (pixelData.colorOpacity) { // Fork of http://defghi1977.html.xdomain.jp/tech/dotrace/dotrace.htm const { n, e, s, w } = pixelData.neighbors; if (!n && !e && !s && !w) continue; const vectors = pixelVectors.getOrCreate(pixelData.colorNum); // pixelData.n means it has a neighbor to the north, so we want to draw the eastward-pointing vector, etc. if (n) vectors.push(XydMask.fromArray([x, y, XydMask.direcs.e])); if (e) vectors.push(XydMask.fromArray([x+1, y, XydMask.direcs.s])); if (s) vectors.push(XydMask.fromArray([x+1, y+1, XydMask.direcs.w])); if (w) vectors.push(XydMask.fromArray([x, y+1, XydMask.direcs.n])); } // if (loopCount++ % 10000) await pauseIfNeeded(); } return { pixelVectors, coordTypes }; }4f:T506,neighborsEncoding = { const mask = gpuAlphaEncodingValues.neighbors.mask; const values = Object.fromEntries(d3.zip(["n", "e", "s", "w"], gpuAlphaEncodingValues.neighbors.values)); const options = []; const empty = { value: 0, n: false, e: false, s: false, w: false }; Object.freeze(empty); for (const [dir, value] of Object.entries(values)) { const f = Object.assign({}, empty); const t = Object.assign({}, empty, { value }); t[dir] = true; options.push([t, f]); } const emptyCombo = { n: false, e: false, s: false, w: false }; const combos = []; for (const rawCombo of d3.cross(...options)) { const combo = Object.assign({}, empty); for (const v of rawCombo) { combo.value += v.value; Object.keys(combo).forEach(d => combo[d] ||= v[d]); } combos[combo.value] = _.pick(combo, ["n", "e", "s", "w"]); } Object.freeze(combos); Object.freeze(emptyCombo); combos.forEach(c => Object.freeze(c)); function decode(value) { return combos[value & mask] ?? emptyCombo; } function encode(obj) { if (!obj) return 0; const valuesToEncode = Object.entries(obj).filter(e => e[1]).map(e => e[0]); return _.sum(valuesToEncode.map(s => values[s])); } return { values, combos, encode, decode } }50:T5b7,async function readFramebufferAsync(regl, framebuffer, rect) { const gl = regl._gl; const x = rect.x ?? 0; const y = rect.y ?? 0; const width = rect.width ?? framebuffer.width; const height = rect.height ?? framebuffer.height; const data = new Uint8Array(width * height * 4); async function readAsync() { // Define and start filling PBO const pbo = gl.createBuffer(); gl.bindBuffer(gl.PIXEL_PACK_BUFFER, pbo); gl.bufferData(gl.PIXEL_PACK_BUFFER, data.byteLength, gl.STREAM_READ); gl.readPixels(x, y, width, height, gl.RGBA, gl.UNSIGNED_BYTE, 0); gl.bindBuffer(gl.PIXEL_PACK_BUFFER, null); // Wait for PBO ready await glClientWaitAsync(gl, 'readAsync'); // read PBO gl.bindBuffer(gl.PIXEL_PACK_BUFFER, pbo); gl.getBufferSubData(gl.PIXEL_PACK_BUFFER, 0, data); gl.bindBuffer(gl.PIXEL_PACK_BUFFER, null); // clean up and return gl.deleteBuffer(pbo); return data; } let promise; { let fnResolve, fnReject; promise = new Promise((resolve, reject) => { fnResolve = resolve; fnReject = reject }); promise.resolve = fnResolve; promise.reject = fnReject; } framebuffer.use(function() { readAsync().then(r => { regl._refresh(); promise.resolve(data); }).catch(e => { try { regl._refresh(); } catch (re) { console.log(re); } promise.reject(e); }); }) await promise; return data; }51:Tc68,async function _readAsync(regl, framebuffer, rect, data) { const gl = regl._gl; const format = gl.RGBA; const type = gl.UNSIGNED_BYTE; rect ??= {}; const x = rect.x ?? 0; const y = rect.y ?? 0; const width = rect.width ?? framebuffer.width; const height = rect.height ?? framebuffer.height; data ??= new Uint8Array(width * height * 4); // gl.readPixels(x, y, width, height, gl.RGBA, gl.UNSIGNED_BYTE, data); // Modified from https://github.com/KhronosGroup/WebGL/blob/main/sdk/tests/conformance2/reading/read-pixels-from-rgb8-into-pbo-bug.html framebuffer.use(async function() { var pbo = gl.createBuffer(); gl.bindBuffer(gl.PIXEL_PACK_BUFFER, pbo); gl.bufferData(gl.PIXEL_PACK_BUFFER, width * height * 4, gl.STREAM_READ); gl.readPixels(x, y, width, height, gl.RGBA, gl.UNSIGNED_BYTE, 0); const sync = gl.fenceSync(gl.SYNC_GPU_COMMANDS_COMPLETE, 0); gl.flush(); await clientWaitAsync(gl, sync, 0, 10); gl.deleteSync(sync); gl.getBufferSubData(gl.PIXEL_PACK_BUFFER, 0, data); gl.deleteBuffer(pbo); }); regl._refresh(); return data; function clientWaitAsync(sync) { return new Promise((resolve, reject) => { function test() { const res = gl.clientWaitSync(sync, gl.SYNC_FLUSH_COMMANDS_BIT, 0); if (res === gl.WAIT_FAILED) { reject(); return; } if (res === gl.TIMEOUT_EXPIRED) { setTimeout(test, 10); return; } resolve(); } test(); }); } async function getBufferSubDataAsync(target, buffer) { const sync = gl.fenceSync(gl.SYNC_GPU_COMMANDS_COMPLETE, 0); gl.flush(); await clientWaitAsync(gl, sync, 0, 10); gl.deleteSync(sync); gl.bindBuffer(target, buffer); gl.getBufferSubData(target, srcByteOffset, dstBuffer, dstOffset, length); gl.bindBuffer(target, null); return dest; } } /* function clientWaitAsync(gl, sync, flags, interval_ms) { return new Promise((resolve, reject) => { function test() { const res = gl.clientWaitSync(sync, flags, 0); if (res === gl.WAIT_FAILED) { reject(); return; } if (res === gl.TIMEOUT_EXPIRED) { setTimeout(test, interval_ms); return; } resolve(); } test(); }); } async function getBufferSubDataAsync( gl, target, buffer, srcByteOffset, dstBuffer ) { const sync = gl.fenceSync(gl.SYNC_GPU_COMMANDS_COMPLETE, 0); gl.flush(); await clientWaitAsync(gl, sync, 0, 10); gl.deleteSync(sync); gl.bindBuffer(target, buffer); gl.getBufferSubData(target, srcByteOffset, dstBuffer, dstOffset, length); gl.bindBuffer(target, null); return dest; } async function readPixelsAsync(gl, x, y, w, h, format, type, dest) { const buf = gl.createBuffer(); gl.bindBuffer(gl.PIXEL_PACK_BUFFER, buf); gl.bufferData(gl.PIXEL_PACK_BUFFER, dest.byteLength, gl.STREAM_READ); gl.readPixels(x, y, w, h, format, type, 0); gl.bindBuffer(gl.PIXEL_PACK_BUFFER, null); await getBufferSubDataAsync(gl, gl.PIXEL_PACK_BUFFER, buf, 0, dest); gl.deleteBuffer(buf); return dest; } */52:Tb65,function _parseGpuTileResult(gpuTileResult) { const { rect, mapEdges, wrapX, flattenedIO } = gpuTileResult; // Initialize result objects const coordTypes = new Map(); const pixelVectors = new Map(); pixelVectors.getOrCreate = (key) => { let maskSet = pixelVectors.get(key); if (!maskSet) pixelVectors.set(key, maskSet = new Set()); return maskSet; } // Read flattenedIO const { width, height } = rect; for (let { colorNum: neighborColorNum, x: tileX, y: tileY } of flattenedIO.getNonZeroPixels()) { const x = tileX + rect.x; const y = tileY + rect.y; const pixelData = GpuColorMask.toObject(flattenedIO.getColorNum(tileX, tileY)); // coordType if (pixelData.coordType) { coordTypes.set(CoordMask.fromArray([x,y]), pixelData.coordType); } // pixelVectors if (pixelData.colorOpacity) { // Fork of http://defghi1977.html.xdomain.jp/tech/dotrace/dotrace.htm const vectors = pixelVectors.getOrCreate(pixelData.colorNum); const { n, e, s, w } = pixelData.neighbors; // pixelData.n means it has a neighbor to the north, so we want to draw the eastward-pointing vector, etc. if (n) vectors.add(XydMask.fromArray([x, y, XydMask.direcs.e])); if (e) vectors.add(XydMask.fromArray([x+1, y, XydMask.direcs.s])); if (s) vectors.add(XydMask.fromArray([x+1, y+1, XydMask.direcs.w])); if (w) vectors.add(XydMask.fromArray([x, y+1, XydMask.direcs.n])); } } // Handle map edges: coordType (just flag every pixel; it's overkill, but it's harmless) const coordTypeRect = { x: 0, y: 0, width: rect.width + 1, height: rect.height + 1 }; const coordTypeEdgePixels = getMapEdgeCoords(mapEdges, { x: rect.x, y: rect.y, width: rect.width + 1, height: rect.height + 1 }); for (let [tileX, tileY] of Object.values(coordTypeEdgePixels).flat()) { coordTypes.set(CoordMask.fromArray([tileX + rect.x, tileY + rect.y]), "junction"); } // Handle map edges: neighbors const neighborsRect = { x: 0, y: 0, width: rect.width, height: rect.height }; const neighborsEdgePixels = getMapEdgeCoords(mapEdges, neighborsRect); for (let [dir, coords] of Object.entries(neighborsEdgePixels)) { for (let [tileX, tileY] of coords) { const pixelData = GpuColorMask.toObject(flattenedIO.getColorNum(tileX, tileY)); if (!pixelData.colorOpacity || pixelData.neighbors[dir]) continue; const x = tileX + rect.x; const y = tileY + rect.y; const vectors = pixelVectors.getOrCreate(pixelData.colorNum); let xyd; switch (dir) { case "n": xyd = [x, y, XydMask.direcs.e]; break; case "e": xyd = [x+1, y, XydMask.direcs.s]; break; case "s": xyd = [x+1, y+1, XydMask.direcs.w]; break; case "w": xyd = [x, y+1, XydMask.direcs.n]; break; } vectors.add(XydMask.fromArray(xyd)); } } return { pixelVectors, coordTypes }; }53:T69f,async function _gpuProcessImage(image, options) { const allCoordTypes = new Map(); const allPixelVectors = new Map(); allPixelVectors.getOrCreate = (key) => { let maskSet = allPixelVectors.get(key); if (!maskSet) allPixelVectors.set(key, maskSet = new Set()); return maskSet; } function ingestParsedResult(parsedTileResult) { const { coordTypes, pixelVectors } = parsedTileResult; for (let [coordNum, coordType] of parsedTileResult.coordTypes) { allCoordTypes.set(coordNum, coordType) } for (let [colorNum, tilePixelVectors] of parsedTileResult.pixelVectors) { const allVectors = allPixelVectors.getOrCreate(colorNum); tilePixelVectors.forEach(v => allVectors.add(v)); } } const { colorTable, wrapX, maxTileSize, fnOnTileProcessed } = (options ?? {}); const tileSlicer = new TileSlicerPadded(image, { wrapX, maxTileSize }); const reglProgram = getReglProgram(tileSlicer.baseTileSize, colorTable); for (let rect of tileSlicer.getTileRects()) { const bitmap = await tileSlicer.getTileBitmap(rect); const gpuTileResult = await gpuProcessTile(bitmap, rect, reglProgram, { fnOnTileProcessed, wrapX }); bitmap.close(); const parsedTileResult = parseGpuTileResult(gpuTileResult); ingestParsedResult(parsedTileResult); } return { allCoordTypes, allPixelVectors }; /* reglProgram.destroy(); const polygonRings = await pixelVectorsToRings(pixelVectors, coordClasses, [tileSlicer.imageWidth, tileSlicer.imageHeight]); const bbox = [0, 0, image.naturalWidth ?? image.width, image.naturalHeight ?? image.height]; return { bbox, polygonRings, coordClasses, wrapX: !!wrapX }; */ }54:T62c,async function _gpuProcessTile(bitmap, rect, reglProgram, options) { const { regl, commands } = reglProgram; const { fnOnTileProcessed, wrapX } = Object.assign({ fnOnTileProcessed: () => true, wrapX: false }, options); fnOnTileProcessed ??= () => true; const tileTexture = regl.texture({ data: bitmap }); const tileDimensions = [ bitmap.width, bitmap.height ]; const buffers = {}; for (let name of ["color", "neighbors", "coordType", "flattened"]) { buffers[name] = regl.framebuffer({ depthStencil: false, shape: tileDimensions }); } const result = { rect, mapEdges: rect.mapEdges }; commands.replaceColors({ uSampler: tileTexture, framebuffer: buffers.color }); commands.findNeighbors({ uSampler: buffers.color, mapBboxVec, framebuffer: buffers.neighbors }); commands.classifyCoords({ uSampler: buffers.color, framebuffer: buffers.coordType }); commands.flattenLayers({ color: buffers.color, neighbors: buffers.neighbors, coordType: buffers.coordType, framebuffer: buffers.flattened }); const start = performance.now(); const data = regl.read({ framebuffer: buffers.flattened, x: TILE_PADDING, y: TILE_PADDING, width: rect.width, height: rect.height }); // const data = readFast(regl, buffer, cropRect); console.log('regl.read', rect, performance.now() - start); const flattenedIO = new PixelIO(rect.width, rect.height, data); [tileTexture, ...Object.values(buffers)].forEach(r => r.destroy()); // fnOnTileProcessed(result, rect); return { rect, mapEdges: rect.mapEdges, flattenedIO }; }55:T52d,async function extractPixelVectors(gpuOutput) { const { colorIO, neighborsIO, offset } = gpuOutput; // Fork of http://defghi1977.html.xdomain.jp/tech/dotrace/dotrace.htm const tileColorVectors = new Map(); tileColorVectors.getOrCreate = (key) => { let maskSet = tileColorVectors.get(key); if (!maskSet) tileColorVectors.set(key, maskSet = new MaskSet(XydMask)); return maskSet; } const { width, height } = colorIO; let counter = 0; for (let { colorNum: neighborColorNum, x: tileX, y: tileY } of neighborsIO.getNonZeroPixels()) { const colorNum = colorIO.getColorNum(tileX, tileY); const x = tileX + offset[0]; const y = tileY + offset[1]; const vectors = tileColorVectors.getOrCreate(colorNum); const neighborValue = ColorMask.toArray(neighborColorNum)[0]; const decoded = neighborsEncoding.decode(neighborValue); const { n, e, s, w } = decoded; // pixelData.n means it has a neighbor to the north, so we want to draw the eastward-pointing vector, etc. if (n) vectors.add([x, y, XydMask.direcs.e]); if (e) vectors.add([x+1, y, XydMask.direcs.s]); if (s) vectors.add([x+1, y+1, XydMask.direcs.w]); if (w) vectors.add([x, y+1, XydMask.direcs.n]); if (counter++ % 5000 == 0) await pauseIfNeeded(); } return tileColorVectors; }56:T88b,pixelVectorsToRings = { const direcs = XydMask.direcs; function toNext([x, y, d], nd) { switch (d) { case direcs.e: x++; break; case direcs.s: y++; break; case direcs.w: x--; break; case direcs.n: y--; break; } return [x, y, nd]; } function getNextCandidates([x, y, d]) { const options = []; const skipD = (d + 2) % 4; for (let i = 0; i > -4; i--) { const nd = (d + i) & 3; if (nd == skipD) continue; options.push(toNext([x, y, d], (d + i) & 3)); } return options; } // Fork of http://defghi1977.html.xdomain.jp/tech/img2svg3/dot2svg3.htm function colorPixelVectorsToRings(vectors, junctions) { // This function consumes the vectors set; protect the original const vectorsCopy = new MaskSet(XydMask); vectorsCopy.addValues(vectors.values()); vectors = vectorsCopy; const findNext = (x, y, d) => { const candidates = getNextCandidates([x, y, d]); return candidates.find(c => vectors.has(c)); }; const dirs = Object.keys(XydMask.direcs); let result = [], path = []; let x = 0, y = 0, d = 0; let nx = 0, ny = 0, nd = 0; for (let vector of vectors.values()){ if (!vectors.has(vector)) return; vectors.delete(vector); let [x, y, d] = vector; path = [[x, y]]; result.push(path); for (;;){ const next = findNext(x, y, d); if (next === undefined) break; vectors.delete(next); [nx, ny, nd] = next; if (d != nd || junctions.has([nx, ny])) path.push([nx, ny]); [x, y, d] = [nx, ny, nd]; } } result.forEach(p => p.push([...p[0]])); return result; } function pixelVectorsToRings(pixelVectors, coordTypes) { const junctions = new MaskSet(CoordMask); for (let [coord, coordType] of coordTypes) { if (coordType == "junction") junctions.add(coord); } const polygonRings = new Map(); for (let [colorNum, vectors] of pixelVectors) { const rings = colorPixelVectorsToRings(vectors, junctions); polygonRings.set(colorNum, rings); } return polygonRings; } return pixelVectorsToRings; }57:T774,function buildGeoJsonForPolygon(ringCoords) { const { Orientation, Coordinate } = jsts; const polygonMeta = ringCoords.map(rc => { const coords = rc.map(c => new Coordinate(...c)); const group = Orientation.isCCW(coords) ? "shellMeta" : "holeMeta"; const ring = jstsFactory.createLinearRing(coords); const polygon = jstsFactory.createPolygon(ring); return { coords: rc, ring, polygon, group, bbox: Bbox.fromPoints(rc), area: polygon.getArea() }; }); polygonMeta.sort((a,b) => a.area - b.area); let { shellMeta, holeMeta } = _.groupBy(polygonMeta, rm => rm.group); shellMeta ??= []; holeMeta ??= []; shellMeta.forEach(shell => shell.holeCoords = []); for (let hole of holeMeta) { let shell; if (shellMeta.length == 1) { shell = shellMeta[0]; } else { const candidates = shellMeta.filter(shell => shell.area > hole.area && Bbox.covers(shell.bbox, hole.bbox)); if (candidates.length == 1) { shell = candidates[0]; } else { shell = candidates.find(shell => shell.polygon.covers(hole.polygon)); } } if (!shell) { throw "couldn't find shell for hole"; } shell.holeCoords.push(hole.coords); } const islandCoords = shellMeta.map(shell => [shell.coords, ...shell.holeCoords]); const polygon = (islandCoords.length == 1) ? turf.polygon(islandCoords[0]) : turf.multiPolygon(islandCoords); return polygon.geometry; /* const islands = []; for (let shell of shellMeta) { const holeRings = shell.holeRings; if (holeRings.length == 0) { islands.push(shell.polygon); } else { islands.push(jstsFactory.createPolygon(shell.ring, shell.holeRings)); } } const geometry = jstsFactory.createMultiPolygon(islands); //.buffer(0); return jstsWriter.write(geometry); */ }58:T452,async function buildTopology(traceResult, options) { options = Object.assign({ smooth: true }, options); options.round ??= (options.smooth && !options.projection); const geojson = await buildGeoJsonRaw(traceResult); let topology = topojson.topology({traced: geojson}); topology.properties = { options }; topology.bbox = [...traceResult.bbox]; topology.arcs = topology.arcs.map(a => a.map(c => [...c])); if (options.smooth) { smoothTopology(topology, traceResult.coordTypes); /* // Remove unneeded points const simplified = topojson.presimplify(topology); simplified.arcs.flat() .filter(c => c[2] == 0 && traceResult.coordTypes.get(c) == "junction") .forEach(c => c[2] = Infinity); topology = topojson.simplify(simplified, 0.5 / smoothTopology.roundFactor); */ // Round to int if (options.round) { scaleTopology(topology, smoothTopology.roundFactor); } } if (options.projection) { const proj = options.projection; topology.arcs = topology.arcs.map(a => a.map(c => proj.invert(c))); } return topology; }59:Tcd1,smoothTopology = { function testCollinear([ax, ay], [bx, by], [cx, cy]) { return (bx-ax) * (cy-ay) == (cx-ax) * (by-ay); } function simplifyArc(arc, coordTypes) { if (arc.length <= 2) return arc; const simplifiedArc = [arc[0]]; for (let i = 1; i < arc.length - 2; i++) { const coord = arc[i]; const prevCoord = arc[i-1]; const nextCoord = arc[i+1]; if (coordTypes.get(coord) == "junction" || !testCollinear(coord, prevCoord, nextCoord)) { simplifiedArc.push(coord); } } simplifiedArc.push(arc.at(-1)); return simplifiedArc; } function smoothArc(arc, coordTypes) { const arcCoordTypes = arc.map(c => coordTypes.get(c)); const smoothArc = []; smoothArc.maybePush = function (coord) { const prevCoord = smoothArc.at(-1); if (prevCoord && prevCoord[0] == coord[0] && prevCoord[1] == coord[1]) return; smoothArc.push(coord); } function getSegmentToNext(fromCoordIndex) { const fromCoord = arc[fromCoordIndex]; if (!fromCoord) return; const toCoord = arc[fromCoordIndex + 1]; if (!toCoord) return; const axis = (fromCoord[0] != toCoord[0]) ? 0 : 1; return { fromCoordIndex, axis, delta: toCoord[axis] - fromCoord[axis] } } let coord, coordType, prevSegment, nextSegment, axis, delta, maxShiftAmount, shiftAmount; for (let i = 0; i < arc.length; i++) { coord = arc[i]; coordType = arcCoordTypes[i]; maxShiftAmount = Infinity; switch (coordType) { case "junction": maxShiftAmount = 0; break; case "intrusion": case "corner": maxShiftAmount = 0.25; break; } if (maxShiftAmount == 0) { smoothArc.maybePush([...coord]); continue; } if (!prevSegment || prevSegment.fromCoordIndex != i-1) { prevSegment = getSegmentToNext(i-1); } if (prevSegment) { let { delta, axis } = prevSegment; delta *= -1; shiftAmount = Math.sign(delta) * Math.min(maxShiftAmount, Math.abs(delta)/2); const newCoord = [coord[0], coord[1]]; newCoord[axis] += shiftAmount; smoothArc.maybePush(newCoord); } nextSegment = getSegmentToNext(i); if (nextSegment) { let { delta, axis } = nextSegment; shiftAmount = Math.sign(delta) * Math.min(maxShiftAmount, Math.abs(delta)/2); const newCoord = [coord[0], coord[1]]; newCoord[axis] += shiftAmount; smoothArc.maybePush(newCoord); } prevSegment = nextSegment; } const first = arc[0]; const last = arc.at(-1); if (first[0] == last[0] && first[1] == last[1]) { smoothArc.maybePush([...smoothArc[0]]); } return smoothArc; return simplifyArc(smoothArc, coordTypes); } function smoothTopology(topology, coordTypes) { if (!topology.properties?.isSmoothed) { topology.arcs = topology.arcs.map(a => smoothArc(a, coordTypes)); topology.arcs.forEach(a => delete a.maybePush); topology.properties ??= {}; topology.properties.isSmoothed = true; } return JSON.stringify(topology); } smoothTopology.roundFactor = 4; return smoothTopology; }5a:T49e,class LoadIndicator { constructor(image) { const sourceWidth = image.naturalWidth ?? image.width; const sourceHeight = image.naturalHeight ?? image.height; const targetWidth = devicePixelRatio * window.innerWidth; let downscaleFactor = 1; while (sourceWidth / downscaleFactor > targetWidth) downscaleFactor++; downscaleFactor--; this.downscaleFactor = downscaleFactor; const width = this.width = Math.floor(sourceWidth / downscaleFactor); const height = this.height = Math.floor(sourceHeight / downscaleFactor); const canvas = this.canvas = DOM.canvas(width, height); canvas.style.filter = "grayscale(0.98)"; canvas.style.maxWidth = "100%"; const ctx = this.ctx = this.canvas.getContext("2d"); ctx.drawImage(image, 0, 0, width, height); this.onTileProcessed = this._onTileProcessed.bind(this); } _onTileProcessed(result, sourceRect) { const tileImage = result.colorIO.drawToBitmap(); const drawParams = ["x", "y", "width", "height"].map(k => Math.round(sourceRect[k] / this.downscaleFactor)); this.ctx.clearRect(...drawParams); this.ctx.drawImage(tileImage, ...drawParams); } }5b:T530,async function downscaleImage(imageSource, downscaleFactor) { const width = imageSource.naturalWidth ?? imageSource.width; const height = imageSource.naturalHeight ?? imageSource.height; const newWidth = Math.round(width / downscaleFactor); const newHeight = Math.round(height / downscaleFactor); const stepX = width / newWidth; const offsetX = Math.round(stepX / 2 - 0.5); const stepY = height / newHeight; const offsetY = Math.round(stepY / 2 - 0.5); const srcCanvas = new OffscreenCanvas(width, height); const srcCtx = srcCanvas.getContext("2d", { alpha: false, desynchronized: true }); srcCtx.drawImage(imageSource, 0, 0); const srcArray = srcCtx.getImageData(0, 0, width, height).data; const destArray = new Uint8ClampedArray(4 * newWidth * newHeight); let i = 0; for (let y = 0; y < newHeight; y++) { const srcY = Math.min(Math.round(offsetX + y * stepY), height); for (let x = 0; x < newWidth; x++) { const srcX = Math.min(Math.round(offsetY + x * stepX), width); const si = 4 * (srcY * width + srcX); destArray[i] = srcArray[si]; destArray[i+1] = srcArray[si+1]; destArray[i+2] = srcArray[si+2]; destArray[i+3] = srcArray[si+3]; i += 4; } } return await createImageBitmap(new ImageData(destArray, newWidth, newHeight)); }5c:T50d,ColorMask = { function fromArray([r, g, b, a]) { return ( r << 24 | g << 16 | b << 8 | a ) >>> 0; } function toArray(number) { const r = (number & 0xff000000) >>> 24; const g = (number & 0x00ff0000) >>> 16; const b = (number & 0x0000ff00) >>> 8; const a = (number & 0x000000ff); return [r, g, b, a]; } function fromObject(rgba) { if (!rgba) return 0; return fromArray([rgba.r, rgba.g, rgba.b, rgba.a ?? 255]); } function toObject(number) { const [r, g, b, a] = toArray(number); return { r, g, b, a }; } function fromHex(hexColor) { hexColor = hexColor.replace(/^[#x]|0x/i, ""); if (hexColor.length == 3) { hexColor += "f"; } if (hexColor.length == 4) { hexColor = [...hexColor].map(c => c + c).join("") return Number(`0x${hexColor}`); } if (hexColor.length == 6) { hexColor += "ff"; } if (hexColor.length == 8) { return Number(`0x${hexColor}`); } throw "wyd" } function toHex(number) { const [r, g, b, a] = toArray(number); const values = (a == 255) ? [r, g, b] : [r, g, b, a] return "#" + values.map(c => c.toString(16).padStart(2, "0")).join(""); } return { fromArray, toArray, fromObject, toObject, fromHex, toHex }; }5d:T543,XydMask = { // Fork of http://defghi1977.html.xdomain.jp/tech/dotrace/dotrace.htm // 25-bit X, 25-bit Y, 2-bit D (sized to fit inside Number.MAX_SAFE_INTEGER, 2**53) const two27 = 2**27; const xFactor = 2**27; const yMask = 2**27 - 1 - 3; const yShift = 2; const dMask = 0x3 const direcs = { e: 0, s: 1, w: 2, n: 3 }; function fromArray([x, y, d]) { const xShifted = x * xFactor return xShifted + (y << yShift | d); } function toArray(number) { return [ ~~(number / xFactor), (number & yMask) >>> yShift, number & dMask ]; } function fromObject(xyd) { const d = isNaN(xyd.d) ? direcs[d] : xyd.d; return fromArray([xyd.x, xyd.y, d]); } function toObject(number) { const array = toArray(number); return { x: array[0], y: array[1], d: array[2] }; } function getReverseNum(number) { return fromArray(getReverse(toArray(number))); } function getReverse([x, y, d]) { return getNext([x, y, d], (d + 2) & 3); } function getNext([x, y, d], nd) { switch (d) { case direcs.e: x++; break; case direcs.s: y++; break; case direcs.w: x--; break; case direcs.n: y--; break; } return [x, y, nd]; } return { direcs, toArray, fromArray, fromObject, toObject, getNext, getReverse, getReverseNum } }5e:T7ff,class MaskSet extends Set { constructor(maskType) { super(); this._fnFromArray = maskType.fromArray; this._fnToArray = maskType.toArray; this._values = new Map(); this._numericSet = new Set(); for (let name of ["_fnFromArray", "_fnToArray", "_values", "_numericSet"]) { const prop = Object.getOwnPropertyDescriptor(this, name); prop.enumerable = false; Object.defineProperty(this, name, prop); } } static around(numericSet, maskType) { const s = new MaskSet(maskType); s._numericSet = numericSet; return s; } decompose() { return new Uint32Array(this._numericSet); } recompose(uint32Values) { return MaskSet.around(new Set(uint32Values)); } get numericSet() { return this._numericSet; } clear() { this.numericSet.clear(); this._values.clear(); } add(value) { const numValue = this._fnFromArray(value); this.numericSet.add(numValue); if (!this._values.has(numValue)) this._values.set(numValue, value); return this._values.get(numValue); } addValues(values) { const result = []; for (let value of values) result.push(this.add(value)); return result; } delete(value) { const numValue = this._fnFromArray(value); this.numericSet.delete(numValue); this._values.delete(numValue); } has(value) { const numValue = this._fnFromArray(value); return this.numericSet.has(numValue); } get size() { return this._numericSet.size; } *[Symbol.iterator]() { for (let numValue of this.numericSet[Symbol.iterator]()) { yield this._values.get(numValue) ?? this.add(this._fnToArray(numValue)); } } entries() { return wrapIterator('Set Iterator', this, e => [e, e]); } keys() { return wrapIterator('Set Iterator', this); } values() { return wrapIterator('Set Iterator', this); } forEach(callbackFn, thisArg) { if (arguments.length > 1) throw "Not implemented" for (let value of this) { callbackFn(value, value, this); } } } 5f:T92a,class MaskMap extends Map { constructor(maskType) { super(); this._fnFromArray = maskType.fromArray; this._fnToArray = maskType.toArray; this._keyValues = new Map(); this._numericMap = new Map(); for (let name of ["_fnFromArray", "_fnToArray", "_keyValues", "_numericMap"]) { const prop = Object.getOwnPropertyDescriptor(this, name); prop.enumerable = false; Object.defineProperty(this, name, prop); } } static around(numericMap, maskType) { const m = new MaskMap(maskType); m._numericMap = numericMap; return m; } decompose() { let [keys, values] = [...this._numericMap.entries()]; keys = new Uint32Array(keys); return { keys, values }; } recompose(uint32Keys, values) { const entries = values.map((v,i) => [uint32Keys[i], v]); return MaskSet.around(new Map(entries)); } get numericMap() { return this._numericMap; } clear() { this._keyValues.clear(); this._numericMap.clear(); } set(key, value) { const numKey = this._fnFromArray(key); this._keyValues.set(numKey, key); this._numericMap.set(numKey, value); return value; } maybeSet(key, value) { const numKey = this._fnFromArray(key); const currentValue = this._numericMap.get(numKey); return currentValue ?? this.set(key, value); } get(key) { const numKey = this._fnFromArray(key); return this._numericMap.get(numKey); } delete(key) { const numKey = this._fnFromArray(key); this._keyMap.delete(numKey); this._numericMap.delete(numKey); } has(key) { const numKey = this._fnFromArray(key); return this._numericMap.has(numKey); } get size() { return this._numericMap.size; } *[Symbol.iterator]() { for (let [numKey, value] of this._numericMap) { if (!this._keyValues.has(numKey)) this._keyValues.set(numKey, this._fnToArray(numKey)); yield [this._keyValues.get(numKey), value]; } } entries() { return wrapIterator('Map Iterator', this); } keys() { return wrapIterator('Map Iterator', this, e => e[0]); } values() { return wrapIterator('Map Iterator', this, e => e[1]); } forEach(callbackFn, thisArg) { if (arguments.length > 1) throw "Not implemented" for (let [key, value] of this) { callbackFn(value, key, this); } } } 60:T81a,class PixelIO { constructor(width, height, array) { this.width = width; this.height = height; array ??= new Uint32Array(width * height); this.dataView = new DataView(array.buffer); } _getOffset(x, y) { if (x >= this.width || y >= this.height) return -1; return 4 * (y * this.width + x); } _getXy(byteOffset) { const pixelNum = byteOffset >>> 2; // Equivalent to Math.floor(i/4); return [pixelNum % this.width, Math.floor(pixelNum / this.width)]; } getColorNum(x, y) { return this.dataView.getUint32(this._getOffset(x, y)); } getColorNum(x, y) { return this.dataView.getUint32(this._getOffset(x, y)); } *getNonZeroPixels() { const byteLength = this.dataView.byteLength; for (let i = 0; i < byteLength; i += 4) { const colorNum = this.dataView.getUint32(i); if (colorNum) { const [x, y] = this._getXy(i) yield { x, y, colorNum }; } } } setColorNum(x, y, colorNum) { this.dataView.setUint32(this._getOffset(x, y), colorNum); } drawTo(canvasOrContext, dx = 0, dy = 0, ...putImageDataArgs) { let ctx = (canvasOrContext.getContext) ? canvasOrContext.getContext("2d") : canvasOrContext; const dataArray = new Uint8ClampedArray(this.dataView.buffer); const imageData = new ImageData(dataArray, this.width, this.height); ctx.putImageData(imageData, dx, dy, ...putImageDataArgs); } drawToBitmap() { const canvas = new OffscreenCanvas(this.width, this.height); this.drawTo(canvas); return canvas.transferToImageBitmap(); } static fromImageSource(src) { let imageData; if (src instanceof ImageData) { imageData = src; } else { const canvas = new OffscreenCanvas(src.naturalWidth ?? src.width, src.naturalHeight ?? src.height); const ctx = canvas.getContext("2d", { willReadFrequently: true }); ctx.drawImage(src, 0, 0); imageData = ctx.getImageData(0, 0, canvas.width, canvas.height); } return new PixelIO(imageData.width, imageData.height, imageData.data); } }61:T51c,class TileSlicerPadded extends TileSlicer { constructor(image, options) { const sourceWidth = image.naturalWidth ?? image.width; const sourceHeight = image.naturalHeight ?? image.height; options = Object.assign({ padding: true }, options); super(sourceWidth, sourceHeight, options); const canvas = new OffscreenCanvas(sourceWidth + TILE_PADDING * 2, sourceHeight + TILE_PADDING * 2); const ctx = canvas.getContext("2d"); ctx.drawImage(image, TILE_PADDING, TILE_PADDING); const wh = [TILE_PADDING, sourceHeight]; if (options?.wrapX) { ctx.drawImage(image, sourceWidth - TILE_PADDING, 0, ...wh, 0, TILE_PADDING, ...wh); ctx.drawImage(image, 0, 0, ...wh, sourceWidth + TILE_PADDING, TILE_PADDING, ...wh); } this.bitmap = createBitmap(canvas); } get mapRect() { return { x: TILE_PADDING, y: TILE_PADDING, width: this.imageWidth, height: this.imageHeight } } async getTileBitmap(rect) { const paddedRect = {...rect}; paddedRect.width += TILE_PADDING * 2; paddedRect.height += TILE_PADDING * 2; const result = await super.getTileBitmap(paddedRect); result.padding = TILE_PADDING; return result; } }62:T8b4,class TileSlicerBase { constructor(imageWidth, imageHeight, options) { this.imageWidth = imageWidth; this.imageHeight = imageHeight; const { maxTileSize, padding } = Object.assign({ maxTileSize: Infinity, padding: false }, options); const paddingPx = (padding) ? 2 * TILE_PADDING : 0; this.baseTileSize = Math.min(maxTileSize, GLHelper.maxTextureSize - paddingPx); // TODO: shrink baseTileSize as far as possible without increasing tileCount /* debugger; this.baseTileSize = Math.max( Math.ceil(this.imageWidth / this.tileCounts[0]), Math.ceil(this.imageHeight / this.tileCounts[1]) ); */ } get imageSize() { return [this.imageWidth, this.imageHeight]; } get tileCount() { const counts = this.tileCounts; return counts[0] * counts[1]; } get tileCounts() { const { imageWidth, imageHeight, baseTileSize } = this; let countX = Math.ceil(imageWidth / baseTileSize); let countY = Math.ceil(imageHeight / baseTileSize); return [countX, countY]; } get tileIndices() { const [xCount, yCount] = this.tileCounts; return _.sortBy(d3.cross(d3.range(0, xCount), d3.range(0, yCount)), [1, 0]); } getTileRect(tileX, tileY) { const { imageWidth, imageHeight, baseTileSize } = this; const [x0, y0] = [tileX, tileY].map(c => c * baseTileSize); const x1 = Math.min(x0 + baseTileSize, imageWidth); const y1 = Math.min(y0 + baseTileSize, imageHeight); const mapEdges = { n: y0 == 0, e: x1 == imageWidth, s: y1 == imageHeight, w: x0 == 0 }; let rect = { x: x0, y: y0, width: x1 - x0, height: y1 - y0, mapEdges }; if (rect.width <= 0 || rect.height <= 0) rect = { x: NaN, y: NaN, width: NaN, height: NaN, mapEdges: {} }; return rect; } getTileRects() { const rects = this.tileIndices.map(t => this.getTileRect(...t)); return _.sortBy(rects, [ r => -1 * (r.width * r.height), // size descending r => -1 * (r.x * r.x + r.y * r.y), // distance from [0,0] descending "y", // y ascending (prefer top row) "x" // x ascending (prefer left column) ]); } }63:Tc94,class Bbox { static isEqual(bbox1, bbox2) { if (bbox1 == bbox2) return true; return (bbox1?.length == 4 && bbox1?.length == 4 && bbox1[0] == bbox2[0] && bbox1[1] == bbox2[1] && bbox1[2] == bbox2[2] && bbox1[3] == bbox2[3]); } static contains(bbox1, bbox2) { if (bbox1 == bbox2) return false; return (bbox1?.length === bbox2?.length && bbox1[0] < bbox2[0] && bbox1[1] < bbox2[1] && bbox1[2] > bbox2[2] && bbox1[3] > bbox2[3]); } static covers(bbox1, bbox2) { if (bbox1 == bbox2) return true; return (bbox1?.length === bbox2?.length && bbox1[0] <= bbox2[0] && bbox1[1] <= bbox2[1] && bbox1[2] >= bbox2[2] && bbox1[3] >= bbox2[3]); } static containsPoint(bbox, point) { return Bbox.contains(bbox, [...point, ...point]); } static coversPoint(bbox, point) { return Bbox.covers(bbox, [...point, ...point]); } static isPointOnEdge(bbox, point) { return bbox[0] == point[0] || bbox[1] == point[1] || bbox[2] == point[0] || bbox[3] == point[1]; } static width(bbox) { return bbox[2] - bbox[0]; } static height(bbox) { return bbox[3] - bbox[1]; } static dims(bbox) { return { x: bbox[0], y: bbox[1], width: Bbox.width(bbox), height: Bbox.height(bbox) }; } static fromDims(dims) { return [ dims.x, dims.y, dims.width + dims.x - 1, dims.height + dims.y - 1 ]; } static fromPoints(points) { let x0 = Infinity, y0 = Infinity, x1 = -Infinity, y1 = -Infinity; for (let [x, y] of points) { if (x < x0) x0 = x; if (x > x1) x1 = x; if (y < y0) y0 = y; if (y > y1) y1 = y; } return [x0, y0, x1, y1]; } static area(bbox) { return Bbox.width(bbox) * Bbox.height(bbox); } static buffer(bbox, amount) { return [bbox[0] - amount, bbox[1] - amount, bbox[2] + amount, bbox[3] + amount]; } static split(bbox, stripCount, minStripSize) { stripCount ??= Math.max(1, navigator.hardwareConcurrency - 1); minStripSize ??= 512; debugger; const splitBboxes = [] if (bbox.width > bbox.height) { while (stripCount > 1 && bbox.width / stripCount < minStripSize) stripCount--; const [bboxX0, y0, bboxX1, y1] = Bbox.fromDims(bbox); const stripSize = Math.max(minStripSize, Math.ceil(bbox.width / stripCount)); for (let x0 of d3.range(bboxX0, bboxX1, stripSize)) { const split = {...bbox}; const x1 = Math.min(x0 + stripSize - 1, bboxX1); Object.assign(split, Bbox.dims([x0, y0, x1, y1])); splitBboxes.push(split); } } else { while (stripCount > 1 && bbox.height / stripCount < minStripSize) stripCount--; const [x0, bboxY0, x1, bboxY1] = Bbox.fromDims(bbox); const stripSize = Math.max(minStripSize, Math.ceil(bbox.height / stripCount)); for (let y0 of d3.range(bboxY0, bboxY1, stripSize)) { const split = {...bbox}; const y1 = Math.min(y0 + stripSize, bboxY1); Object.assign(split, Bbox.dims([x0, y0, x1, y1])); splitBboxes.push(split); } } return splitBboxes; } }64:T58c,viewof findNeighborsFragShader = { let defines = Object.entries(neighborsEncoding.values) .map(([key, value]) => `float f${_.startCase(key)} = ${(value / 255).toFixed(32)};`) .join("\n"); return highlightGlsl.fragment(`#version 300 es precision mediump float; // neighborFinderFragShader ${defines.trim()} ${mapEdgeShaderFunctions} uniform sampler2D uSampler; uniform ivec4 mapBboxVec; uniform ivec4 tileBboxVec; out vec4 fragColor; void main () { ivec2 xyC = ivec2(round(gl_FragCoord.xy - 0.5)); bbox mapBbox = getBbox(mapBboxVec); bbox tileBbox = getBbox(tileBboxVec); if (!isInsideBbox(xyC, tileBbox)) { fragColor = vec4(0.0); return; } vec4 cC = texelFetch(uSampler, xyC, 0); vec4 cN = texelFetchOffset(uSampler, xyC, 0, ivec2( 0, -1)); vec4 cE = texelFetchOffset(uSampler, xyC, 0, ivec2( 1, 0)); vec4 cS = texelFetchOffset(uSampler, xyC, 0, ivec2( 0, 1)); vec4 cW = texelFetchOffset(uSampler, xyC, 0, ivec2(-1, 0)); edges mapEdges = getEdges(xyC, mapBbox); float encodedNeighbors = 0.0; if (cC.a > 0.0) { if (mapEdges.n || cC != cN) encodedNeighbors += fN; if (mapEdges.e || cC != cE) encodedNeighbors += fE; if (mapEdges.s || cC != cS) encodedNeighbors += fS; if (mapEdges.w || cC != cW) encodedNeighbors += fW; } float alpha = (encodedNeighbors == 0.0) ? 0.0 : 1.0; fragColor = vec4(encodedNeighbors, 0.0, 0.0, alpha); }`); }65:T1830,viewof classifyCoordsFragShader = { const coordDefines = Object.entries(coordTypeEncoding.values) .map(([key, value]) => `const float f${_.startCase(key)} = ${(value / 255).toFixed(32)};`) .join("\n"); // Starts with north and goes clockwise const dirKeys4 = ["N", "E", "S", "W"];; const dirKeys = ["N", "NE", "E", "SE", "S", "SW", "W", "NW"]; const cAndDirKeys = ["C", ...dirKeys]; const compassPointsN = [[0,-1],[1,-1],[1,0],[1,1],[0,1],[-1,1],[-1,0],[-1,-1]]; const compassPoints = { N: compassPointsN, E: [...compassPointsN.slice(2), ...compassPointsN.slice(0, 2)], S: [...compassPointsN.slice(4), ...compassPointsN.slice(0, 4)], W: [...compassPointsN.slice(6), ...compassPointsN.slice(0, 6)] } const compassCenters = { N: [ 0, 0], E: [-1, 0], S: [-1, -1], W: [ 0, -1] } return highlightGlsl.fragment(`#version 300 es precision mediump float; // classifyCoordsFragShader ${mapEdgeShaderFunctions} uniform sampler2D uSampler; uniform ivec4 mapBboxVec; uniform ivec4 tileBboxVec; ${coordDefines.trim()} struct directions { ${cAndDirKeys.map(k => ` ivec2 ${k};`).join("\n").trim() /* ivec2 C, ivec2 N...NW */} }; struct directionColors { ${cAndDirKeys.map(k => ` vec4 ${k};`).join("\n").trim() /* vec4 C, vec4 N...NW */} }; ${Object.entries(compassPoints) /* const directions directions[N..W] = ... */ .map(([key, values]) => { const params = [compassCenters[key], ...values].map(([x,y]) => `ivec2(${x}, ${y})`).join(", "); return `const directions directions${key} = directions(${params});` }) .join("\n")} directionColors readColors(ivec2 xyC, directions dirs) { ivec2 newXyC = xyC + dirs.C; vec4 cC = texelFetch(uSampler, newXyC, 0); return directionColors(cC, ${dirKeys.map(dir => `texelFetch(uSampler, newXyC + dirs.${dir}, 0)`).join(", ") /* texelFetch(uSampler, newXyC + dirs.[N..NW], 0) */}); } bool isEdgeJunction(ivec2 xyC, edges mapEdges) { ivec2 pixelToCheck = xyC; directionColors colors = readColors(pixelToCheck, directionsN); edges neighbors = edges( colors.C.a + colors.W.a > 0.0, colors.W.a + colors.SW.a > 0.0, colors.N.a + colors.NW.a > 0.0, colors.C.a + colors.N.a > 0.0 ); return ${dirKeys4.map(dir => dir.toLowerCase()).map(dir => `(mapEdges.${dir} && neighbors.${dir})`).join(" || ")}; } bool isJunction(directionColors dirColors) { // Count the number of unique colors in the 4px range [C, W, NW, N] int colorCount = 1; vec4 uniqueColor1 = dirColors.C; vec4 uniqueColor2 = vec4(-1.0); vec4 uniqueColor3 = vec4(-1.0); if (dirColors.W != uniqueColor1) { colorCount++; uniqueColor2 = dirColors.W; } if (dirColors.NW != uniqueColor1 && dirColors.NW != uniqueColor2) { colorCount++; uniqueColor3 = dirColors.NW; } if (dirColors.N != uniqueColor1 && dirColors.N != uniqueColor2 && dirColors.N != uniqueColor3) { colorCount++; } if (colorCount >= 3) { // Standard junction: 3 distinct colors touch at this coord return true; } if (colorCount == 2 && dirColors.C == dirColors.NW && dirColors.N == dirColors.W) { // Special case junction: 2 distinct colors in an hourglass shape 4-pixel diagonal hourglass return true; } return false; } bool isMaybeCorner(directionColors dirColors) { return (dirColors.C != dirColors.W && dirColors.C != dirColors.NW && dirColors.C != dirColors.N); } bool isIntrusion(directionColors dirColors, ivec2 xyC, directions dirs) { // Assumption: isMaybeCorner test already passed // Horizontal check for (int i = 1; i < 5; i++) { ivec2 xyE = xyC + i * dirs.E; vec4 cE = texelFetch(uSampler, xyE, 0); vec4 cNE = texelFetch(uSampler, xyE + dirs.N, 0); if (cNE == dirColors.C) { // It advanced north again. This isn't an intrusion. break; } if (cE != dirColors.C) { // It retreated south without advancing north return true; } } // Vertical check for (int i = 1; i < 5; i++) { ivec2 xyS = xyC + i * dirs.S; vec4 cS = texelFetch(uSampler, xyS, 0); vec4 cSW = texelFetch(uSampler, xyS + dirs.W, 0); if (cSW == dirColors.C) { // It advanced west again. Not an intrusion. break; } if (cS != dirColors.C) { // It retreated east without advancing west. return true; } } return false; } bool isCorner(directionColors dirColors) { // Assumption: isMaybeCorner test already passed if (dirColors.C == dirColors.NE || dirColors.C == dirColors.SW) return false; return (dirColors.C == dirColors.E && dirColors.C == dirColors.SE && dirColors.C == dirColors.S); } out vec4 fragColor; void main () { ivec2 xyC = ivec2(round(gl_FragCoord.xy - 0.5)); bbox tileBbox = getBbox(tileBboxVec); bbox mapBbox = getBbox(mapBboxVec); edges mapEdges = getEdges(xyC, mapBbox); if (!isInsideBbox(xyC, tileBbox)) { fragColor = vec4(0.0); return; } directions[4] allDirs = directions[4](${dirKeys4.map(k => `directions${k}`).join(", ")}); directionColors dirColorsN = readColors(xyC, directionsN); // Junction test if (isJunction(dirColorsN)) { fragColor = vec4(fJunction, 0.0, 0.0, 1.0); return; } // Edge junction test if (isEdgeJunction(xyC, mapEdges)) { fragColor = vec4(fJunction, 0.0, 0.0, 1.0); return; } directionColors[4] allDirColors = directionColors[4](dirColorsN, ${d3.range(1,4).map(i => `readColors(xyC, allDirs[${i}])`).join(", ")}); bool[4] allDirMaybes = bool[4](${d3.range(0,4).map(i => `isMaybeCorner(allDirColors[${i}])`).join(", ")}); // Intrusion test for (int i = 0; i < 4; i++) { if (!allDirMaybes[i]) continue; directionColors dirColors = allDirColors[i]; directions dirs = allDirs[i]; ivec2 xyCOffset = xyC + dirs.C; if (isIntrusion(dirColors, xyCOffset, dirs)) { fragColor = vec4(fIntrusion, 0.0, 0.0, 1.0); return; } } // Corner test for (int i = 0; i < 4; i++) { if (!allDirMaybes[i]) continue; directionColors dirColors = allDirColors[i]; if (isCorner(dirColors)) { fragColor = vec4(fCorner, 0.0, 0.0, 1.0); return; } } }`); }66:T4b4,viewof flattenLayersFragShader = { return highlightGlsl.fragment(`#version 300 es precision mediump float; // flattenLayersFragShader const float fOpaque = ${(colorOpacityEncoding.values[255] / 255).toFixed(32)}; const float fJunction = ${(coordTypeEncoding.values.junction / 255).toFixed(32)}; uniform sampler2D color; uniform sampler2D neighbors; uniform sampler2D coordType; out vec4 fragColor; void main () { ivec2 xy = ivec2(round(gl_FragCoord.xy - 0.5)); fragColor = vec4(0.0); vec4 colorColor = texelFetch(color, xy, 0); float colorOpacityValue = (colorColor.a == 1.0) ? fOpaque : 0.0; vec4 neighborsColor = texelFetch(neighbors, xy, 0); float neighborsValue = (neighborsColor.a == 1.0) ? neighborsColor.r : 0.0; vec4 coordTypeColor = texelFetch(coordType, xy, 0); float coordTypeValue = (coordTypeColor.a == 1.0) ? coordTypeColor.r : 0.0; if (neighborsValue > 0.0) fragColor = colorColor; fragColor.a = neighborsValue + coordTypeValue; if (fragColor.a == 0.0) { fragColor = vec4(0.0); } else { fragColor.a += colorOpacityValue; } // fragColor = texelFetch(color, xy, 0); // fragColor.a = (coordTypeValue == fJunction) ? 1.0 : 0.0; }`); }67:[{"id":"419206c2660bd2d081798acee891dc64fcf3dac4eb02df1f3eb32df465d8d805559adab38e46a79bc211f93416183201b6aa1c242600750617acea74ef60cdcc","href":"https://static.observableusercontent.com/files/419206c2660bd2d081798acee891dc64fcf3dac4eb02df1f3eb32df465d8d805559adab38e46a79bc211f93416183201b6aa1c242600750617acea74ef60cdcc","name":"worldMap2048.png","type":"image/png","lastModified":1690895815880.849,"size":758910},{"id":"5f07f903f9c54701e19af62a272648a8b8aaab5243981cbadbcf93c767cff96988efc757b3998973e99c6f001e4e0bf297fbc0f6ca93f5c425d94d8130a74893","href":"https://static.observableusercontent.com/files/5f07f903f9c54701e19af62a272648a8b8aaab5243981cbadbcf93c767cff96988efc757b3998973e99c6f001e4e0bf297fbc0f6ca93f5c425d94d8130a74893","name":"provinces.png","type":"image/png","lastModified":1690895815880.849,"size":3743447},{"id":"61198d05ba531e9106bd70c247925fdac341b635a8a3ac02b8b15aa617369996864e866a4112cb6feb42c821234243e6564392d63fb75b02dac32d6d3330ea7a","href":"https://static.observableusercontent.com/files/61198d05ba531e9106bd70c247925fdac341b635a8a3ac02b8b15aa617369996864e866a4112cb6feb42c821234243e6564392d63fb75b02dac32d6d3330ea7a","name":"testpattern1.png","type":"image/png","lastModified":1690895815880.849,"size":123}] 29:{"id":"d1d3d1dfa9fb12d7","slug":null,"title":"Regl + CoordMask rebuild of PDX Map Tracer - before perf hunt","thumbnail":"c48060e70274e3e6da2929cf8721300a3acece30878bcb5b5d9bdd714d348a91","access_level":"public","create_time":"$D2023-08-01T13:16:55.880Z","update_time":"$D2023-08-01T13:16:55.880Z","view_time":null,"first_public_time":"$D2023-08-01T13:16:55.880Z","has_unpublished_edits":null,"fork":{"id":"364eaaf42f18fb78","slug":null,"title":"Regl + CoordMask rebuild of PDX Map Tracer - aborted streaming test","owner":{"id":"02d4ccf8951f2f02","login":"mheard03","name":""}},"stars":0,"starred":false,"owner":{"type":"team","id":"02d4ccf8951f2f02","login":"mheard03","name":"","avatar_url":"https://avatars-next.observableusercontent.com/ae42ada5dc924d7cd620a4ae3bb6279a3e82fb649668ee6c0729bdada1ebf016","tier":"starter_2024","bio":"","following":false},"version":8898,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"6afb6cac5f188ec0","login":"mheard03","name":"","avatar_url":"https://avatars-next.observableusercontent.com/ae42ada5dc924d7cd620a4ae3bb6279a3e82fb649668ee6c0729bdada1ebf016","tier":null,"bio":"","following":false}],"members":[{"type":"individual","id":"6afb6cac5f188ec0","login":"mheard03","name":"","avatar_url":"https://avatars-next.observableusercontent.com/ae42ada5dc924d7cd620a4ae3bb6279a3e82fb649668ee6c0729bdada1ebf016","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"titling":"auto","title":"Regl + CoordMask rebuild of PDX Map Tracer - before perf hunt","cells":[{"id":2720,"value":"# Regl + CoordMask rebuild of PDX Map Tracer - before perf hunt","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":2764,"value":"## Usage example\n\nExtracting all the states in South America from the Victoria 3 province map","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":2767,"value":"### Inputs\n\n**```image```**: The image to trace; can be any format accepted by [```regl.texture```](http://regl.party/api#constructor-2). No need to worry about GPU texture size limitations; images will automatically be split into tiles for processing.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":2761,"value":"_sampleImage = {\n //const img = await FileAttachment(\"provinces.png\").image();\n const img = await FileAttachment(\"worldMap2048.png\").image();\n img.style.width = (img.naturalWidth / devicePixelRatio) + \"px\";\n img.style.border = \"2px dotted #ff00ff\";\n return img;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4230,"value":"**```wrapX ```**: Boolean indicating whether the map represents the entire globe. Pick `true` for world maps (EU, Victoria), and `false` for regional maps (CK, Imperator).","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":2773,"value":"**```colorReplacementMap ```**: Lookup map of ColorMasks; ```inputColor => outputColor```\n\nSince you _probably_ don't need every individual province traced, a good performance enhancement is to consolidate the provinces before tracing. Any provinces whose input colors aren't present in ```colorReplacementMap``` will be discarded (this is handy for skipping the oceans).","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":2807,"value":"sampleColorReplacementMap = {\n // sampleColorReplacementMap is built from sampleColorReplacementValue to make the demo more legible.\n const reversed = sampleColorReplacementMapValues.map(m => {\n let [outputColor, inputColors] = m;\n outputColor = ColorMask.fromHex(outputColor);\n inputColors = inputColors.map(ic => ColorMask.fromHex(ic));\n return inputColors.map(ic => [ic, outputColor]);\n }).flat();\n return new Map(reversed);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2745,"value":"$49","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2892,"value":"-----\n## Example\n\nExtracting all the states in South America from the Victoria 3 province map","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":8250,"value":"viewof sampleImage = {\n const attachments = [FileAttachment(\"worldMap2048.png\"), FileAttachment(\"provinces.png\"), FileAttachment(\"testpattern1.png\")];\n const images = new Map();\n for (let f of attachments) {\n images.set(f.name, await f.image());\n }\n return Inputs.select(images, { label: \"Image\" })\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8267,"value":"sampleImage","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8272,"value":"viewof sampleColorTableSelect = {\n const tables = new Map();\n tables.set(\"None\", undefined);\n tables.set(\"South America\", buildColorTable(sampleColorReplacementMap));\n tables.set(\"World\", colorTableWorld.bitmap);\n return Inputs.select(tables, { label: \"Color table\", value: tables.get(\"World\") })\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8292,"value":"sampleColorTable = sampleOptions.colorReplacementMap ? sampleColorTableSelect : undefined;","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3256,"value":"viewof sampleOptions = {\n function buildToggle(options) {\n const toggle = Inputs.toggle(options);\n toggle.style.setProperty('--label-width', 'auto');\n toggle.style.flexDirection = \"row-reverse\";\n toggle.style.justifyContent = \"flex-end\";\n return toggle;\n }\n \n return Inputs.form({\n undefined: html`Options`,\n colorReplacementMap: buildToggle({ label: \"Use colorReplacementMap\", value: true }),\n wrapX: buildToggle({ label: \"wrapX\", value: true })\n });\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3331,"value":"### Setup","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":4219,"value":"sampleWrapX = true","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3215,"value":"colorReplacementMap = sampleOptions.colorReplacementMap ? sampleColorReplacementMap : undefined;","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2904,"value":"{\n if (!sampleColorTable) {\n return md`No \\`colorTable\\` lookup texture was generated`;\n }\n const canvas = createCanvasElement(sampleColorTable);\n const scale = Math.floor(Math.min(width * devicePixelRatio / canvas.width, 400 * devicePixelRatio / canvas.height));\n canvas.style.width = canvas.width * scale + \"px\";\n canvas.style.border = \"2px dotted #ff00ff\";\n\n return md`The \\`colorTable\\` lookup texture (${canvas.width} x ${canvas.height})\n\n${canvas}`\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3746,"value":"viewof sampleTileSize = {\n const inputSize = Math.max(sampleImage.naturalWidth ?? sampleImage.width, sampleImage.naturalHeight ?? sampleImage.height);\n const minSize = Math.min(64, Math.ceil(inputSize / 2));\n const inputSizeMax = 2 ** Math.ceil(Math.log2(inputSize));\n const maxSize = Math.min(inputSize, inputSizeMax, GLHelper.maxTextureSize);\n\n const powerOf2Sizes = d3.range(Math.log2(minSize), Math.log2(maxSize) + 1).map(m => 2**m);\n \n const roundSizeBreakpoint = 1000 * ~~(Math.min(4096, maxSize) / 1000);\n const roundSizes = [\n 250, 500, 750,\n ...d3.range(1000, roundSizeBreakpoint , 500),\n ...d3.range(roundSizeBreakpoint, maxSize + 1, 1000) \n ].filter(s => s >= minSize && s <= maxSize);\n\n return Inputs.select([...powerOf2Sizes, ...roundSizes], { label: \"Tile size\", format: v => v + \"px\", value: Math.min(1024, maxSize) })\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3844,"value":"sampleTileSlicer = new TileSlicerPadded(sampleImage, { wrapX: sampleWrapX, maxTileSize: sampleTileSize });","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3852,"value":"{\n if (sampleTileSlicer.tileCount == 1) {\n return md`Image will be processed as a single tile.`;\n }\n else {\n return md`Image will be sliced into an ${sampleTileSlicer.tileCounts[0]}x${sampleTileSlicer.tileCounts[1]} grid of ${sampleTileSlicer.tileCount} tiles.`\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3334,"value":"### GPU processing (single tile)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3801,"value":"viewof sampleTileRect = {\n const tile0Dims = _.pick(sampleTileSlicer.getTileRect(0,0), [\"width\", \"height\"]);\n const indices = sampleTileSlicer.tileIndices;\n const rects = indices.map(c => sampleTileSlicer.getTileRect(...c));\n rects.forEach((r,i) => r.index = indices[i]);\n const format = (rect, i) => {\n let obj = Object.assign({ }, rect);\n const dims = _.pick(obj, [\"width\", \"height\"]);\n if (i == 0 || !_.isEqual(tile0Dims, dims)) obj.size = `${dims.width}x${dims.height}`;\n \n obj = _.pick(obj, [\"index\", \"x\", \"y\", \"size\"]);\n return JSON.stringify(obj)\n .replaceAll(/([\\:\\{\\,])/g, \"$1 \")\n .replaceAll(/[\\{\\}\\\"]/gi, \"\")\n .trim();\n };\n \n return Inputs.select(rects, { label: \"Select a tile\", format, disabled: sampleTileSlicer.tileCount <= 1 });\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3338,"value":"viewof sampleTilePreviewImage = Inputs.radio([\"input\", \"color-mapped\", \"output\"], { label: \"View\", value: \"output\" })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8621,"value":"$4a","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3968,"value":"sampleTile = await sampleTileSlicer.getTileBitmap(sampleTileRect);","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5875,"value":"sampleReglProgram = {\n const program = getReglProgram(sampleTileSlicer.baseTileSize, sampleColorTable);\n invalidation.then(() => program.destroy());\n return program;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8528,"value":"sampleTileGpuOutput = {\n const options = {\n colorTable: sampleColorTable,\n wrapX: sampleWrapX,\n maxTileSize: sampleTileSize\n }\n const tsOptions = _.pick(options, [\"wrapX\", \"maxTileSize\"]);\n const tileSlicer = new TileSlicerPadded(sampleImage, tsOptions);\n const mapRect = {\n x: TILE_PADDING,\n y: TILE_PADDING,\n width: tileSlicer.imageWidth,\n height: tileSlicer.imageHeight \n };\n \n const reglProgram = getReglProgram(tileSlicer.baseTileSize, options.colorTable);\n const bitmap = await tileSlicer.getTileBitmap(sampleTileRect);\n const flattenedIO = await gpuProcessTile(bitmap, sampleTileRect, mapRect, reglProgram);\n bitmap.close();\n reglProgram.destroy();\n return flattenedIO;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8536,"value":"sampleTilePixelData = {\n const sampleTilePixels = new MaskMap(CoordMask);\n for (let { colorNum: flattenedColorNum, x: tileX, y: tileY } of sampleTileGpuOutput.getNonZeroPixels()) {\n const x = tileX + sampleTileRect.x;\n const y = tileY + sampleTileRect.y;\n\n const pixelDataRaw = GpuColorMask.toObject(flattenedColorNum);\n const neighborKeys = Object.entries(pixelDataRaw.neighbors).filter(e => e[1]).map(e => e[0]);\n if (!neighborKeys.length) neighborKeys.push(\"none\");\n \n const pixelData = {\n tileCoords: JSON.stringify([tileX, tileY]),\n mapCoords: JSON.stringify([x, y]),\n color: ColorMask.toHex(pixelDataRaw.colorNum),\n colorNum: pixelDataRaw.colorNum,\n neighbors: neighborKeys.join(\", \"),\n coordType: pixelDataRaw.coordType ?? \"none\"\n }\n sampleTilePixels.set([tileX, tileY], pixelData);\n }\n return sampleTilePixels;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3966,"value":"sampleTileTraceResult = {\n const options = {\n colorTable: sampleColorTable,\n wrapX: sampleWrapX,\n maxTileSize: sampleTileSize\n }\n const tsOptions = _.pick(options, [\"wrapX\", \"maxTileSize\"]);\n const tileSlicer = new TileSlicerPadded(sampleImage, tsOptions);\n const mapRect = {\n x: TILE_PADDING,\n y: TILE_PADDING,\n width: tileSlicer.imageWidth,\n height: tileSlicer.imageHeight \n };\n \n const reglProgram = getReglProgram(tileSlicer.baseTileSize, options.colorTable);\n const bitmap = await tileSlicer.getTileBitmap(sampleTileRect);\n const flattenedIO = await gpuProcessTile(bitmap, sampleTileRect, mapRect, reglProgram);\n bitmap.close();\n reglProgram.destroy();\n const parsed = await parseGpuTileResult(sampleTileRect, flattenedIO);\n return parsed;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4837,"value":"### GPU processing, image tracing, and topology construction (entire image)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":4123,"value":"sampleTraceResult = {\n const options = {\n colorTable: sampleColorTable,\n wrapX: sampleWrapX,\n maxTileSize: sampleTileSize\n }\n const ts = performance.now();\n const result = await gpuTraceImage(sampleImage, options);\n result.runtime = performance.now() - ts;\n return result;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6859,"value":"mapGeoExtent = [-180, 75, 180, -65];","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7082,"value":"proj = getMapGeoProjection(d3.geoMiller, [sampleImage.naturalWidth, sampleImage.naturalHeight], mapGeoExtent)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6846,"value":"$4b","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8514,"value":"ColorMask.toHex(4278190335)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4786,"value":"sampleTopology = {\n const traceResult = sampleTraceResult;\n return await buildTopology(traceResult, { projection: proj })\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4895,"value":"sampleGeoJson = topojson.feature(sampleTopology, sampleTopology.objects.traced)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8835,"value":"{\n const result = [];\n for (let tileCount of d3.range(1, 33)) {\n const batchSizeRaw = tileCount / Math.ceil(tileCount / 6);\n const batchSize = Math.ceil(tileCount / Math.ceil(tileCount / 6));\n const batchCount = Math.ceil(tileCount / batchSize);\n result.push({tileCount, batchSizeRaw, batchSize, batchCount});\n }\n return result;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8852,"value":"{\n const ts = performance.now();\n return getReglProgram(4096);\n return performance.now() - ts;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8863,"value":"chunk([1, 2, 3, 4, 5, 6, 7], 8)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8859,"value":"function chunk(array, chunkSize) {\n array = [...array];\n var chunks = [];\n for (var i = 0; i < array.length; i += chunkSize) {\n chunks.push(array.slice(i, i + chunkSize));\n }\n return chunks;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8124,"value":"$4c","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8094,"value":"$4d","pinned":true,"hidden":true,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8498,"value":"Bbox.dims([0,0,100,100]);","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8109,"value":"$4e","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2873,"value":"----\n## Logic","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5120,"value":"### Definitions and setup","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":2878,"value":"function buildColorTable(colorReplacementMap) {\n // Build column data\n const columns = [...new Array(256)].map(() => []);\n for (let [inputColor, outputColor] of colorReplacementMap.entries()) {\n const redValue = ColorMask.toArray(inputColor)[0];\n columns[redValue].push([inputColor, outputColor]);\n }\n\n // Build the pixelIO\n const textureWidth = 512;\n const textureHeight = 1 + _.max(columns.map(c => c.length));\n const pixelIO = new PixelIO(textureWidth, textureHeight);\n \n // Draw the pixels\n for (let colNum = 0; colNum < 256; colNum++) {\n const x = colNum * 2;\n const column = columns[colNum];\n for (let y = 0; y < column.length; y++) {\n const [inputColor, outputColor] = column[y];\n pixelIO.setColorNum(x, y, inputColor);\n pixelIO.setColorNum(x+1, y, outputColor);\n }\n }\n\n const canvas = new OffscreenCanvas(textureWidth, textureHeight);\n pixelIO.drawTo(canvas);\n return canvas.transferToImageBitmap();\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7232,"value":"gpuAlphaEncodingValues = {\n function getUniqueAllowed(values, mask) {\n const unique = new Set(values.map(v => v & mask));\n return [...unique].filter(v => v);\n }\n\n const neighborsMask = 0b11110000;\n const coordMask = 0b00001100;\n const colorOpacityMask = 0b00000010;\n \n return {\n neighbors: { mask: neighborsMask, values: getUniqueAllowed(d3.range(0, 8).map(v => 2**v), neighborsMask) },\n coordType: { mask: coordMask, values: getUniqueAllowed(d3.range(0, 255), coordMask) },\n colorOpacity: { mask: colorOpacityMask, value: colorOpacityMask }\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7268,"value":"$4f","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4373,"value":"coordTypeEncoding = {\n const mask = gpuAlphaEncodingValues.coordType.mask;\n const values = Object.fromEntries(d3.zip([\"junction\", \"intrusion\", \"corner\"], gpuAlphaEncodingValues.coordType.values.slice(0,3)));\n Object.freeze(values);\n \n const reverse = [];\n for (const [dir, value] of Object.entries(values)) {\n reverse[value] = dir;\n }\n Object.freeze(reverse);\n \n\n function decode(value) {\n return reverse[value & mask];\n }\n\n function encode(coordType) {\n return values[coordType] ?? 0;\n }\n\n return { values, encode, decode };\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7296,"value":"colorOpacityEncoding = {\n const mask = gpuAlphaEncodingValues.colorOpacity.mask;\n const values = {\n 255: mask\n }\n\n function decode(value) {\n return ((value & mask) == mask) ? 255 : 0;\n }\n\n function encode(value) {\n return (value) ? mask : 0;\n }\n\n return { values, encode, decode };\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5230,"value":"#### Definitions and setup: regl","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5708,"value":"function getReglProgram(baseTileSize, colorTable) {\n const canvas = new OffscreenCanvas(baseTileSize, baseTileSize);\n const gl = canvas.getContext(\"webgl2\", { \n alpha: true,\n antialias: false, \n depth: false,\n stencil: false,\n failIfMajorPerformanceCaveat: false,\n powerPreference: \"high-performance\",\n preserveDrawingBuffer: true\n });\n \n const regl = createREGL({ gl });\n \n const commands = {\n passThru: getPassThruCommand(regl),\n replaceColors: getReplaceColorsCommand(regl, colorTable),\n findNeighbors: getFindNeighborsCommand(regl),\n classifyCoords: getClassifyCoordsCommand(regl),\n flattenLayers: getFlattenLayersCommand(regl),\n drawEdges: getDrawEdgesCommand(regl)\n };\n\n function destroy() {\n canvas.width = 0;\n canvas.height = 0;\n regl.destroy();\n }\n\n return { \n regl,\n destroy,\n commands\n };\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":980,"value":"reglCommandDefaults = ({\n attributes: {\n position: [ [-1,-1],[1,-1],[-1,1],[-1,1],[1,-1],[1,1] ]\n },\n depth: { enable: false },\n count: 6,\n vert: vertexShader\n});","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7928,"value":"function getPassThruCommand(regl) {\n const command = {\n frag: passThruFragShader,\n uniforms: { uSampler: regl.prop(\"uSampler\") },\n framebuffer: regl.prop(\"framebuffer\")\n };\n return regl(Object.assign({}, reglCommandDefaults, command));\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3015,"value":"function getReplaceColorsCommand(regl, colorTable) {\n let command;\n if (colorTable) {\n command = {\n frag: replaceColorFragShader,\n uniforms: {\n uSampler: regl.prop(\"uSampler\"),\n colorTable: regl.texture({ data: colorTable }),\n ctResolution: [colorTable.width, colorTable.height]\n },\n framebuffer: regl.prop(\"framebuffer\")\n };\n }\n else {\n command = {\n frag: passThruFragShader,\n uniforms: { uSampler: regl.prop(\"uSampler\") },\n framebuffer: regl.prop(\"framebuffer\")\n };\n }\n return regl(Object.assign({}, reglCommandDefaults, command));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3131,"value":"function getFindNeighborsCommand(regl) {\n let command = {\n frag: findNeighborsFragShader,\n uniforms: {\n uSampler: regl.prop(\"uSampler\"),\n mapBboxVec: regl.prop(\"mapBboxVec\"),\n tileBboxVec: regl.prop(\"tileBboxVec\")\n },\n framebuffer: regl.prop(\"framebuffer\")\n };\n return regl(Object.assign({}, reglCommandDefaults, command));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4359,"value":"function getClassifyCoordsCommand(regl) {\n let command = {\n frag: classifyCoordsFragShader,\n uniforms: {\n uSampler: regl.prop(\"uSampler\"),\n mapBboxVec: regl.prop(\"mapBboxVec\"),\n tileBboxVec: regl.prop(\"tileBboxVec\")\n },\n framebuffer: regl.prop(\"framebuffer\")\n };\n return regl(Object.assign({}, reglCommandDefaults, command));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7505,"value":"function getFlattenLayersCommand(regl) {\n let command = {\n frag: flattenLayersFragShader,\n uniforms: {\n color: regl.prop(\"color\"),\n neighbors: regl.prop(\"neighbors\"),\n coordType: regl.prop(\"coordType\")\n },\n framebuffer: regl.prop(\"framebuffer\")\n };\n return regl(Object.assign({}, reglCommandDefaults, command));\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7867,"value":"function getDrawEdgesCommand(regl) {\n let command = {\n frag: drawEdgesFragShader,\n uniforms: {\n uSampler: regl.prop(\"uSampler\"),\n mapBboxVec: regl.prop(\"mapBboxVec\"),\n tileBboxVec: regl.prop(\"tileBboxVec\")\n },\n framebuffer: regl.prop(\"framebuffer\")\n };\n return regl(Object.assign({}, reglCommandDefaults, command));\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8818,"value":"async function glClientWaitAsync(glOrRegl, label) {\n label ??= \"glClientWaitAsync\";\n \n const gl = glOrRegl._gl ?? glOrRegl;\n const sync = gl.fenceSync(gl.SYNC_GPU_COMMANDS_COMPLETE, 0);\n const ts = performance.now();\n gl.flush();\n\n await new Promise((resolve, reject) => {\n function test() {\n const res = gl.clientWaitSync(sync, gl.SYNC_FLUSH_COMMANDS_BIT, 0);\n if (res === gl.WAIT_FAILED) {\n reject();\n return;\n }\n if (res === gl.TIMEOUT_EXPIRED) {\n setTimeout(test, 10);\n return;\n }\n resolve();\n }\n \n test();\n });\n\n gl.deleteSync(sync);\n console.log(label, performance.now() - ts);\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8823,"value":"$50","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8819,"value":"$51","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7119,"value":"function readFast(regl, framebuffer, rect, data) {\n const gl = regl._gl;\n const format = gl.RGBA;\n const type = gl.UNSIGNED_BYTE;\n rect ??= {};\n \n const x = rect.x ?? 0;\n const y = rect.y ?? 0;\n const width = rect.width ?? framebuffer.width;\n const height = rect.height ?? framebuffer.height; \n \n data ??= new Uint8Array(width * height * 4);\n\n // gl.readPixels(x, y, width, height, gl.RGBA, gl.UNSIGNED_BYTE, data);\n \n // Modified from https://github.com/KhronosGroup/WebGL/blob/main/sdk/tests/conformance2/reading/read-pixels-from-rgb8-into-pbo-bug.html\n framebuffer.use(function() {\n var pbo = gl.createBuffer();\n gl.bindBuffer(gl.PIXEL_PACK_BUFFER, pbo);\n gl.bufferData(gl.PIXEL_PACK_BUFFER, width * height * 4, gl.STREAM_READ);\n gl.readPixels(x, y, width, height, gl.RGBA, gl.UNSIGNED_BYTE, 0);\n gl.getBufferSubData(gl.PIXEL_PACK_BUFFER, 0, data);\n });\n \n regl._refresh();\n return data;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5250,"value":"Shader source code is available below","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5235,"value":"### GPU processing","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":7642,"value":"$52","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7684,"value":"parseGpuTileResult(sampleTileGpuResult)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3998,"value":"$53","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5889,"value":"$54","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7652,"value":"getMapEdgeCoords({n: true, e: true, s: true, w: true}, { x: 5, y: 5, width: 10, height: 10 })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7650,"value":"function getMapEdgeCoords(mapEdges, rect) {\n const mapEdgePixels = {};\n const x0 = rect.x;\n const x1 = rect.x + rect.width;\n const y0 = rect.y;\n const y1 = rect.y + rect.height;\n\n const xValues = d3.range(x0, x1);\n const yValues = d3.range(y0, y1);\n if (mapEdges.n) mapEdgePixels.n = d3.cross(xValues, [x0]);\n if (mapEdges.e) mapEdgePixels.e = d3.cross([x1-1], yValues);\n if (mapEdges.s) mapEdgePixels.s = d3.cross(xValues, [y1-1]);\n if (mapEdges.w) mapEdgePixels.w = d3.cross([y0], yValues);\n\n return mapEdgePixels;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6152,"value":"$55","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4735,"value":"async function extractCoordClasses(gpuOutput) {\n const { coordTypeIO, offset } = gpuOutput;\n const tileCoords = new MaskMap(CoordMask);\n\n const { width, height } = coordTypeIO;\n let counter = 0;\n for (let { colorNum, x: tileX, y: tileY } of coordTypeIO.getNonZeroPixels()) {\n const x = tileX + offset[0];\n const y = tileY + offset[1];\n\n const coordType = coordTypeEncoding.decode(ColorMask.toArray(colorNum)[0]);\n /*\n if (!coordType) {\n console.log({ error: \"wyd\", tileX, tileY, coordTypeIO, x, y, colorNum, color: ColorMask.toArray(colorNum)})\n throw \"wyd\";\n }\n if (tileCoords.has([x,y])) throw \"but wyd\";\n */\n tileCoords.set([x,y], coordType);\n if (counter++ % 5000 == 0) await pauseIfNeeded();\n }\n return tileCoords;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5243,"value":"### Image tracing and topology construction","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":4780,"value":"$56","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4873,"value":"$57","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5267,"value":"async function buildGeoJsonRaw(traceResult) {\n const features = [];\n for (let [colorNum, ringCoords] of traceResult.polygonRings) {\n const geometry = buildGeoJsonForPolygon(ringCoords);\n features.push(turf.feature(buildGeoJsonForPolygon(ringCoords), { colorNum }))\n await pauseIfNeeded();\n }\n return {\n type: \"FeatureCollection\",\n features\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5260,"value":"$58","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8189,"value":"{\n\n const coordTypes = new MaskMap(CoordMask);\n coordTypes.set([1,1], \"junction\");\n \n function testCollinear([ax, ay], [bx, by], [cx, cy]) {\n return (bx-ax) * (cy-ay) == (cx-ax) * (by-ay);\n }\n \n function simplifyArc(arc, coordTypes) {\n const simplifiedArc = [arc[0]];\n for (let i = 1; i < arc.length - 2; i++) {\n const coord = arc[i];\n const prevCoord = arc[i-1];\n const nextCoord = arc[i+1];\n if (coordTypes.get(coord) == \"junction\" || !testCollinear(coord, prevCoord, nextCoord)) {\n simplifiedArc.push(coord);\n }\n }\n simplifiedArc.push(arc.at(-1));\n return simplifiedArc;\n }\n\n const coords = [[0,0], [1,1], [2,2], [3,3], [2,3], [2,4], [3,4]];\n return simplifyArc(coords, coordTypes);\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5294,"value":"$59","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5484,"value":"function scaleTopology(topology, factor) {\n const coords = new Set(topology.arcs.flat());\n if (!factor) {\n const fractions = [...new Set([...coords].flat().map(t => t % 1 || 1))];\n factor = d3.range(1, 13).find(v => fractions.every(f => (v*f) % 1 < 0.0001));\n }\n if (!factor) throw \"Couldn't find a good upscale factor\";\n for (let coord of coords) {\n coord[0] *= factor;\n coord[1] *= factor;\n }\n for (let i = 0; i < 4; i++) {\n topology.bbox[i] *= factor;\n }\n return topology;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6091,"value":"-----\n## Loading indicator","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":6109,"value":"$5a","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6126,"value":"li = new LoadIndicator(sampleImage);","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6128,"value":"li.canvas","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6094,"value":"$5b","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5124,"value":"----\n## Utilities and helpers","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":5155,"value":"#### Numeric encoders & collections","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":7403,"value":"{\n const sourceColorNum = ColorMask.fromArray([10, 20, 30, 83]);\n const obj = GpuColorMask.toObject(sourceColorNum);\n const obj2 = _.cloneDeep(obj);\n\n obj2.colorNum = ColorMask.fromArray([...ColorMask.toArray(obj2.colorNum).slice(0,3), 6]);\n obj2.neighbors.e = true;\n obj2.coordType = \"junction\";\n const reverse = GpuColorMask.fromObject(obj2);\n const rereverse = GpuColorMask.toObject(reverse);\n return { sourceColorNum, obj, reverse, rereverse, finalColor: ColorMask.toObject(rereverse.colorNum) }\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7309,"value":"GpuColorMask = {\n function alphaToObject(number) {\n return {\n neighbors: neighborsEncoding.decode(number),\n coordType: coordTypeEncoding.decode(number),\n colorOpacity: colorOpacityEncoding.decode(number)\n }\n }\n\n function objectToAlpha(obj) {\n return neighborsEncoding.encode(obj.neighbors)\n + coordTypeEncoding.encode(obj.coordType)\n + colorOpacityEncoding.encode(obj.colorOpacity);\n }\n\n function fromObject(obj) {\n const [r, g, b] = ColorMask.toArray(obj.colorNum);\n const alphaNum = objectToAlpha(obj);\n return ColorMask.fromArray([r, g, b, alphaNum]);\n }\n function toObject(number) {\n const [r, g, b, alphaNum] = ColorMask.toArray(number);\n const alpha = alphaToObject(alphaNum);\n const colorNum = ColorMask.fromArray([r, g, b, alpha.colorOpacity]);\n return {\n colorNum,\n ...alpha \n }\n }\n \n return {\n toObject, fromObject\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1524,"value":"$5c","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3607,"value":"$5d","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1717,"value":"CoordMask = {\n // 0x4000000 = 2**26 = half the bits of (Number.MAX_SAFE_INTEGER - 1)\n const xFactor = 0x4000000;\n\n function fromArray([x, y]) {\n return x * xFactor + y;\n }\n function toArray(number) {\n const x = number / xFactor;\n const y = number % xFactor; \n return [~~x, ~~y];\n }\n \n function fromObject(xy) {\n return fromArray([xy.x, xy.y]);\n }\n function toObject(number) {\n const array = toArray(number);\n return { x: array[0], y: array[1] };\n }\n \n return {\n fromArray, fromObject,\n toArray, fromArray\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2483,"value":"$5e","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2353,"value":"$5f","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":2447,"value":"// Jiggery-pokery for Observable\nfunction wrapIterator(tag, iterator, fnGetValue) {\n if (fnGetValue) {\n return {\n get [Symbol.toStringTag]() {\n return tag;\n },\n next() {\n const next = iterator.next();\n if (next.value) next.value = fnGetValue(next.value);\n return next;\n },\n *[Symbol.iterator]() {\n for (let entry of iterator) {\n yield fnGetValue(entry);\n }\n }\n }\n }\n else {\n return {\n get [Symbol.toStringTag]() {\n return tag;\n },\n next() {\n return iterator.next();\n },\n *[Symbol.iterator]() {\n yield* iterator;\n }\n }\n } \n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5173,"value":"#### Image manipulation","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":1546,"value":"$60","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":1257,"value":"function createCanvasElement(imageSource) { \n const width = imageSource.naturalWidth ?? imageSource.width;\n const height = imageSource.naturalHeight ?? imageSource.height;\n\n const canvas = DOM.canvas(width, height);\n \n if (imageSource instanceof PixelIO) {\n imageSource.drawTo(canvas);\n }\n else {\n const ctx = canvas.getContext(\"2d\");\n ctx.drawImage(imageSource, 0, 0);\n } \n\n canvas.style.width = canvas.width * devicePixelRatio;\n canvas.style.maxWidth = \"100%\";\n canvas.style.imageRendering = \"pixelated\";\n return canvas;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3534,"value":"function createBitmap(imageSource) { \n if (imageSource instanceof ImageBitmap) {\n return imageSource;\n }\n if (imageSource instanceof OffscreenCanvas) {\n return imageSource.transferToImageBitmap();\n }\n if (imageSource instanceof PixelIO) {\n return imageSource.drawToBitmap();\n }\n \n const width = imageSource.naturalWidth ?? imageSource.width;\n const height = imageSource.naturalHeight ?? imageSource.height;\n const canvas = new OffscreenCanvas(width, height);\n const ctx = canvas.getContext(\"2d\");\n ctx.drawImage(imageSource, 0, 0);\n return canvas.transferToImageBitmap();\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7526,"value":"TILE_PADDING = 5","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7558,"value":"$61","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7552,"value":"class TileSlicer extends TileSlicerBase {\n constructor(image, options) {\n if (typeof(image) == 'number') {\n super(...arguments);\n }\n else {\n const bitmap = createBitmap(image);\n super(bitmap.width, bitmap.height, options);\n this.bitmap = bitmap;\n }\n this._tileBitmapRefs = [];\n }\n destroy() {\n const bitmaps = [this.bitmap, ...this._tileBitmapRefs.map(r => r.deref())].filter(b => b); \n bitmaps.forEach(b => b.close());\n }\n async getTileBitmap(rect) {\n if (isNaN(rect.x)) return;\n const tileBitmap = await createImageBitmap(this.bitmap, rect.x, rect.y, rect.width, rect.height);\n this._tileBitmapRefs.push(new WeakRef(tileBitmap));\n return tileBitmap;\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3410,"value":"$62","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5178,"value":"#### Misc","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3408,"value":"class GLHelper {\n static {\n const canvas = new OffscreenCanvas(1, 1);\n const gl = canvas.getContext('webgl2');\n\n const constrainingValues = [\n gl.getParameter(gl.MAX_TEXTURE_SIZE),\n gl.getParameter(gl.MAX_RENDERBUFFER_SIZE),\n ...gl.getParameter(gl.MAX_VIEWPORT_DIMS)\n ];\n const safeValue = 2**Math.floor(Math.log2(Math.min(...constrainingValues) - 1));\n GLHelper.maxTextureSize = Math.min(8192, safeValue);\n GLHelper.destroyContext(gl);\n }\n\n static destroyContext(gl) {\n if (!gl) return;\n if (!gl.isContextLost) {\n gl.getExtension('WEBGL_lose_context').loseContext();\n }\n if (gl.canvas) {\n gl.canvas.width = 1;\n gl.canvas.height = 1;\n }\n }\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8758,"value":"Bbox.split({x: 5, y: 5, width: 105, height: 110}, 2, 30)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8772,"value":"Bbox.fromDims({x: 5, y: 0, width: 105, height: 110})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4875,"value":"$63","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4819,"value":"pauseIfNeeded = {\n const pauseIncrement = 1000/15;\n let lastPause = performance.now();\n\n async function pauseIfNeeded(_pauseIncrement) {\n _pauseIncrement ??= pauseIncrement;\n if (lastPause + _pauseIncrement < performance.now()) {\n await new Promise(r => requestAnimationFrame(r));\n lastPause = performance.now();\n }\n }\n\n return pauseIfNeeded;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3044,"value":"----\n## Shader source","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3165,"value":"viewof vertexShader = highlightGlsl.vertex(`#version 300 es\nprecision mediump float;\n// vertexShader\n\nin vec2 position;\nvoid main () {\n gl_Position = vec4(position, 0, 1.0);\n}`);","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3195,"value":"viewof passThruFragShader = highlightGlsl.fragment(`#version 300 es\nprecision mediump float;\n// passThruFragShader\n\nuniform sampler2D uSampler;\n\nout vec4 fragColor;\nvoid main () {\n ivec2 xy = ivec2(round(gl_FragCoord.xy - 0.5));\n fragColor = texelFetch(uSampler, xy, 0);\n}`)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3017,"value":"viewof replaceColorFragShader = highlightGlsl.fragment(`#version 300 es\nprecision mediump float;\n// replaceColorFragShader\n\nuniform sampler2D uSampler;\nuniform sampler2D colorTable;\nuniform vec2 ctResolution;\n\nout vec4 fragColor;\nvoid main () {\n ivec2 xy = ivec2(round(gl_FragCoord.xy - 0.5));\n vec4 inputColor = texelFetch(uSampler, xy, 0);\n fragColor = vec4(0);\n\n int columnNumber = int(round(inputColor.r * 255.0));\n int x = 2 * columnNumber;\n\n for (int y = 0; y < int(ctResolution.y); y++) {\n vec4 candidate = texelFetch(colorTable, ivec2(x, y), 0);\n if (candidate == inputColor) {\n fragColor = texelFetch(colorTable, ivec2(x+1, y), 0);\n return;\n }\n }\n}`);","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7836,"value":"viewof mapEdgeShaderFunctions = highlightGlsl.glsl(`\n// mapEdgeShaderFunctions\nstruct bbox {\n ivec2 xy0;\n ivec2 xy1;\n};\nstruct edges {\n bool n;\n bool e;\n bool s;\n bool w;\n};\nbbox getBbox(ivec4 mapBboxVec) {\n return bbox(mapBboxVec.xy, mapBboxVec.zw);\n}\nbool isInsideBbox(ivec2 xy, bbox box) {\n return !(any(lessThan(xy, box.xy0)) || any(greaterThan(xy, box.xy1)));\n}\nedges getEdges(ivec2 xy, bbox mapBbox) {\n edges mapEdges = edges(false, false, false, false);\n\n mapEdges.n = (xy.y == mapBbox.xy0.y);\n mapEdges.e = (xy.x == mapBbox.xy1.x);\n mapEdges.s = (xy.y == mapBbox.xy1.y);\n mapEdges.w = (xy.x == mapBbox.xy0.x);\n return mapEdges;\n}\n// end mapEdgeShaderFunctions\n`.trim());","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3020,"value":"$64","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4354,"value":"$65","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7437,"value":"$66","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7861,"value":"viewof drawEdgesFragShader = {\n\n return highlightGlsl.fragment(`#version 300 es\nprecision mediump float;\n// drawEdgesFragShader\n\n${mapEdgeShaderFunctions}\n\nuniform sampler2D uSampler;\nuniform ivec4 mapBboxVec;\nout vec4 fragColor;\nvoid main () {\n ivec2 xyC = ivec2(round(gl_FragCoord.xy - 0.5));\n\n bbox mapBbox = getBbox(mapBboxVec);\n edges mapEdges = getEdges(xyC, mapBbox);\n\n vec4 colorY = vec4(0.0);\n if (mapEdges.n || mapEdges.s) {\n colorY.r = 1.0;\n colorY.a = 1.0;\n }\n\n vec4 colorX = vec4(0.0);\n if (mapEdges.e || mapEdges.w) {\n colorX.b = 1.0;\n colorX.a = 1.0;\n }\n\n fragColor = colorX + colorY;\n // fragColor = vec4(float(xyC.x) / 255.0, float(xyC.y) / 255.0, 0.0, 1.0);\n float alpha = isInsideBbox(xyC, mapBbox) ? 1.0 : 0.0;\n fragColor = vec4(0.0, 0.0, 0.0, alpha);\n}`);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4851,"value":"----\n\n## Imports","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":6834,"value":"d3 = {\n const d3 = require(\"d3\");\n const d3geo = require(\"d3-geo\");\n const d3geoProj = require(\"d3-geo-projection\");\n return Object.assign(await d3, await d3geo, await d3geoProj);\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4856,"value":"topojson = require(\"topojson-client\", \"topojson-simplify\", \"topojson-server\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5428,"value":"turf = await require('@turf/turf@6.5.0/turf.min.js')","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":590,"value":"createREGL = require('regl@2.1.0/dist/regl.js')","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":8269,"value":"import { colorTable as colorTableWorld } from \"1f75b2002f56fbb8\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4860,"value":"### Imports: JSTS (polygon manipulation and GeoJSON creation)","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":4853,"value":"jsts = {\n const jsts = await require('jsts@2.9.3/dist/jsts.min.js');\n \n const result = { \n ...jsts.geom,\n Orientation: jsts.algorithm.Orientation,\n DistanceOp: jsts.operation.distance.DistanceOp,\n ConvexHull: jsts.algorithm.ConvexHull,\n Simplifier: jsts.simplify.DouglasPeuckerSimplifier, \n GeoJSONWriter: jsts.io.GeoJSONWriter,\n GeoJSONReader: jsts.io.GeoJSONReader \n };\n delete result.util;\n return result;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4862,"value":"jstsFactory = new jsts.GeometryFactory(new jsts.PrecisionModel(4), -1); // round to nearest 0.25, SRID -1","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4864,"value":"jstsWriter = new jsts.GeoJSONWriter(jstsFactory);","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4866,"value":"jstsReader = new jsts.GeoJSONReader(jstsFactory);","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":5217,"value":"### Imports: GLSL syntax highlighting","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":3023,"value":"import { highlight as highlightBase } from \"@juang1744/glsl-code-highlighting\";","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":3027,"value":"highlightGlsl = {\n const output = new OffscreenCanvas(1, 1);\n const gl = output.getContext(\"webgl2\");\n \n function vertex(shader) {\n return highlightBase.vertexShader(gl, shader);\n }\n function fragment(shader) {\n return highlightBase.fragmentShader(gl, shader);\n }\n return { vertex, fragment, glsl: highlightBase.glsl };\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W67","stdlib":"1"}} 24:null