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invalidate the map.\n\nAnalysis items like info, warnings and errors are objects with a unique code, a message and possible additional descriptive attributes. All supported analysis items are listed below.\n\nAn analyzer can also compute **Measures** like the RMSE of error-vectors and **Distortion** information like area scaling of a thin-plate spline transformation. They are equally described below.\n\nWhile this packages serves to analyze the *geometric* qualities of maps. It does not check the *online availability* of the resource (image) of a map.\n\n### Which maps can be analyzed?\n\nThis package can analyze ProtoGeoreferencedMaps, GeoreferencedMaps or WarpedMaps.\n\n* A **ProtoGeoreferencedMap** is a type used in this package to describe a basic version of a GeoreferencedMap containing only (but not guaranteed) GCPs and a mask. Information on the resource image or context, present in a GeoreferencedMap may be omitted here.\n* A **GeoreferencedMap** is Allmaps' internal map format describing parsed [Georeference Annotations](https://iiif.io/api/extension/georef/). The [@allmaps/annotation](../../packages/annotation/) package defines these schema's and provides functions to parse and generate them.\n* A **WarpedMap** is an object used in the [@allmaps/render](../../packages/render/) package and describe how a Georeferenced Map is warped by a transformer, e.g. during rendering. Hence, these objects contain a lot of information that can be used to infer the quality and accuracy of a map's warping.\n * This packages also check if WarpedMap's can be triangulated. For context: a WebGL2Renderer renders a WebGL2WarpedMap, which is an extension a TriangulatedWarpedMap, which is an extension of a WarpedMap.\n\n## Installation\n\nThis is an ESM-only module that works in browsers and Node.js.\n\nInstall with pnpm:\n\n```sh\npnpm install @allmaps/analyze\n```\n\n## Usage\n\nFirst, create an Analyzer instance from a ProtoGeoreferencedMap, GeoreferencedMap or WarpedMap.\n\n```js\nimport { parseAnnotation } from '@allmaps/annotation'\nimport { Analyzer } from '@allmaps/analyze'\n\n// Create an Analyzer for a Proto Georeferenced Map\nconst protoGeoreferencedMap = {\n \"gcps\": [\n { \"resource\": [336, 1742], \"geo\": [2.2860069, 48.860451] },\n { \"resource\": [294, 227], \"geo\": [2.2860069, 48.860451] }, // <- geo point repeated\n { \"resource\": [2252, 1108], \"geo\": [2.2945555, 48.8574745] },\n { \"resource\": [1892, 773], \"geo\": [2.2945164, 48.8590133] }\n ],\n \"resourceMask\": [\n [117, 120],\n [113, 1776],\n [4587, 1772],\n [4568, 101]\n ]\n}\nconst analyzer = new Analyzer(protoGeoreferencedMap)\n\n// Or create an Analyzer for a Georeferenced Map\nconst annotation = await fetch(annoationUrl).then((response) => response.json())\nconst georeferencedMaps = parseAnnotation(annotation)\nconst georeferencedMap = georeferencedMaps[0]\nconst analyzer = new Analyzer(georeferencedMap)\n\n// Or create an Analyzer for a Warped Map\nawait renderer.addGeoreferenceAnnotation(annotation)\nconst warpedMap = renderer.warpedMapList.getWarpedMaps()[0]\nconst analyzer = new Analyzer(warpedMap)\n```\n\nThen analyze for info, warnings or errors, or compute measures or distortion.\n\n```js\n// Run an analysis to get all info, warnings and errors\nconst analysis = analyzer.analyze()\n// analysis.warnings = {\n// {\n// mapId: 'https://annotations.allmaps.org/images/5748b8df80495d97',\n// code: 'gcpgeorepeatedpoint',\n// geoPoint: [ 2.2860069, 48.860451 ],\n// gcpIndex: 1,\n// message: 'GCP 1 with geo coordinates [2.2860069,48.860451] is repeated.'\n// },\n// ...\n// }\n\n// Or specifically get info, warnings and errors\nconst info = analyzer.getInfo()\nconst warnings = analyzer.getWarnings()\nconst errors = analyzer.getErrors()\n\n// Or quickly check e.g. if there are any errors\nconst hasErrors = analyzer.hasErrors()\n\n// Analyze measures and distortions\nconst measures = analyzer.getMeasures()\nconst distortions = analyzer.getDistortions()\n```\n\n## Info, Warnings, Errors\n\nAn analyzer can analyze the following info, warnings and errors:\n\n| Type | Code | Topic | Included by default |\n|---------|-------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------|\n| Info | `maskequalsfullmask` | The mask contains the full image. | Yes |\n| Info | `gcpresourcepointismaskpoint` | A GCP is a mask point. | Yes |\n| Warning | `maskmissing` | A mask is missing. | Yes |\n| Warning | `gcpoutsidemask` | A GCP is outside the mask. | Yes |\n| Warning | `gcpoutlier` | A GCP is possibly an outlier. See [this notebook](https://observablehq.com/d/decede2fed6b58d3) for more details about the RANSAC approach used to detect outliers. | Yes |\n| Warning | `maskpointoutsidefullmask` | A mask point is outside the full mask. | Yes |\n| Warning | `destinationrmsetoohigh` | The RMSE is higher then the set maximum times the map diameter. | No |\n| Warning | `destinationhelmertrmsetoohigh` | The RMSE is higher then the set maximum times the map diameter for a helmert transformation. | No |\n| Warning | `polynomial1sheartoohigh` | The shear is higher then a set maximum for a polynomial transformation. | Yes |\n| Warning | `destinationpolynomial1rmsetoohigh` | The RMSE is higher then the set maximum times the map diameter for a polynomial transformation. | Yes |\n| Warning | `log2sigmadistortiontoohigh` | The area distortion (`log2sigma`) is higher then the set maximum or lower then the set minimum. | Yes |\n| Warning | `twoomegadistortiontoohigh` | The angular distortion (`twoOmega`) is higher then the set maximum. | Yes |\n| Warning | `triangulationfoldsover` | The warped map folds over itself. | No |\n| Error | `constructinggeoreferencedmapfailed` | A georeferenced map could not be constructed. | Yes |\n| Error | `constructingtriangulatedwarpedmapfailed` | A triangulated warped map could not be constructed. | Yes |\n| Error | `constructingwarpedmapfailed` | A warped map could not be constructed. | Yes |\n| Error | `gcpsmissing` | GCPs are missing. | Yes |\n| Error | `gcpincompleteresource` | A GCP has incomplete source coordinates. | Yes |\n| Error | `gcpincompleteregeo` | A GCP has incomplete source coordinates. | Yes |\n| Error | `gcpsamountlessthen2` | There are less then 2 GCPs. | No |\n| Error | `gcpsamountlessthen3` | There are less then 3 GCPs. | Yes |\n| Error | `gcpresourcerepeatedpoint` | GCP resource coordinates are repeated. | Yes |\n| Error | `gcpgeorepeatedpoint` | GCP geo coordinates are repeated. | Yes |\n| Error | `gcpsresourcenotlinearlyindependent` | GCP resource coordinates are not linearly independent. | Yes |\n| Error | `gcpsgeonotlinearlyindependent` | GCP geo coordinates are not linearly independent. | Yes |\n| Error | `masknotring` | The mask is not a valid ring (an array of points). | Yes |\n| Error | `maskrepeatedpoint` | Mask resource coordinates are repeated. | Yes |\n| Error | `maskselfintersection` | The mask self-intersects. | Yes |\n\nNote: computing the warnings can throw an error (e.g. if there are not enough GCPs). This error is caught and added to the errors when a full analysis is performed, but not when only the warnings are computed.\n\n#### Options\n\nAn analysis accepts the following options:\n\n| Option | Description | Default |\n| :-------------------------------- | :-------------------------------------------------------------------------------------------- | :------------------------------------------------------ |\n`codes` | Array of codes to analyze. | (see above) |\n`maxRmseDiameterFraction` | Maximum allowed RMSE as a fraction of the map diameter' | `0.05` |\n`maxShear` | Maximum allowed shear for a polynomial transformation' | `0.1` |\n`maxLog2sigma` | Maximum allowed area scaling distortion (log2sigma)' | `1` |\n`minLog2sigma` | Minimum allowed area scaling distortion (log2sigma)' | `-1` |\n`maxTwoOmega` | Maximum allowed angular distortion (twoOmega)' | `0.5` |\n`ransacThresholdFactor` | RANSAC scaling factor applied to the RANSAC inlier distance threshold when detecting outlier GCPs' | `0.1` |\n`ransacStopProbability` | RANSAC stopping probability when detecting outlier GCPs' | `0.99` |\n`ransacMaxNbIterations` | Maximum number of RANSAC iterations when detecting outlier GCPs' | `100` |\n\n## Measures\n\nAn analyzer can also compute measures describing the warping with the current (or default) transformation type, and measures specifically describing warpings with Helmert and polynomial transformation types.\n\nThe method `analyze.getMeasures()` returns an object with the following measures:\n\n* About the current transformation type:\n * `resourceMaskBboxDiameter`: The diameter of the bounding box of the resource mask.\n * `geoMaskBboxDiameter`: The diameter of the bounding box of the geo mask.\n * `projectedGeoMaskBboxDiameter`: The diameter of the bounding box of the projected geo mask.\n * `destinationRmse`: The root-mean-square error of GCPs in projected geo coordinates.\n * `destinationErrors`: for each GCP, the error in projected geo coordinates.\n * `resourceErrors`: for each GCP, the error in projected geo coordinates, scaled to resource space.\n * `resourceRelativeErrors`: for each GCP, the error in projected resource coordinates, relative to the diameter of the bounding box of the resource mask.\n* About the Helmert transformation type:\n * `destinationHelmertRmse`: The root-mean-square error of GCPs in projected geo coordinates.\n * `helmertMeasures`: The Helmert measures, including `translation`, `rotation` and `scale`. See [@allmaps/transform](../../packages/transform/).\n* About the polynomial transformation type:\n * `destinationPolynomial1Rmse`: The root-mean-square error of GCPs in projected geo coordinates.\n * `polynomial1Measures`: The polynomial measures, including `translation`, `rotation`, `scales` and `shears`. See [@allmaps/transform](../../packages/transform/).\n\n## Distortions\n\nAn analyzer can also compute distortion describing the distortion caused by the warping with the current (or default) transformation type.\n\nThe method `analyze.getDistortions()` returns an object with the following measures:\n\n* About the current transformation type:\n * `meanDistortions`: A Map with for each computed distortion measure, the mean distortion over all triangulation points.\n\n## License\n\nMIT\n\n## API\n\n\n\n#### Table of Contents\n\n* [Analyzer](#analyzer)\n * [Parameters](#parameters)\n * [analyze](#analyze)\n * [Parameters](#parameters-1)\n * [getInfo](#getinfo)\n * [Parameters](#parameters-2)\n * [getWarnings](#getwarnings)\n * [Parameters](#parameters-3)\n * [getErrors](#geterrors)\n * [Parameters](#parameters-4)\n * [getMeasures](#getmeasures)\n * [getDistortions](#getdistortions)\n\n### Analyzer\n\nClass for Analyzer.\nThis class describes how a georeferenced map is warped using a specific transformation.\n\n#### Parameters\n\n* `map` \n* `options` \n\n#### analyze\n\nAnalyzanalye\n\nApplying extra caution: wrapping the getters in a try catch\n\n##### Parameters\n\n* `partialOptions` Analysis options\n\nReturns **any** Analysis with info, warnings and errors\n\n#### getInfo\n\nGet analysis informations\n\n##### Parameters\n\n* `partialOptions` Analysis options\n\nReturns **any** Analysis items with info\n\n#### getWarnings\n\nGet analysis warnings\n\n##### Parameters\n\n* `partialOptions` Analysis options\n\nReturns **any** Analysis items with warning\n\n#### getErrors\n\nGet analysis errors\n\n##### Parameters\n\n* `partialOptions` Analysis options\n\nReturns **any** Analysis items with errors\n\n#### getMeasures\n\nGet analysis measures\n\nReturns **any** Analysis measures\n\n#### getDistortions\n\nGet distortions.\n\nReturns **any** Analysis distortions\n","readmeFilename":"README.md"}