From b7a46e0025fd0716e644b972bc6e1223c87c613c Mon Sep 17 00:00:00 2001 From: Rich Gwozdz Date: Wed, 11 Oct 2023 07:05:50 -0700 Subject: [PATCH] chore: initial commit --- .eslintrc.js | 30 + .gitignore | 132 + .prettierrc | 7 + .vscode/launch.json | 31 + LICENSE | 208 +- README.md | 88 +- demo/docker-compose.yml | 16 + demo/index.js | 22 + demo/loader.js | 94 + demo/test-data.json.gz | Bin 0 -> 433037 bytes package-lock.json | 6527 +++++++++++++++++++++++++++++++++++++++ package.json | 47 + src/index.js | 10 + src/model.js | 233 ++ src/validate.js | 42 + 15 files changed, 7288 insertions(+), 199 deletions(-) create mode 100644 .eslintrc.js create mode 100644 .gitignore create mode 100644 .prettierrc create mode 100644 .vscode/launch.json create mode 100644 demo/docker-compose.yml create mode 100644 demo/index.js create mode 100644 demo/loader.js create mode 100644 demo/test-data.json.gz create mode 100644 package-lock.json create mode 100644 package.json create mode 100644 src/index.js create mode 100644 src/model.js create mode 100644 src/validate.js diff --git a/.eslintrc.js b/.eslintrc.js new file mode 100644 index 0000000..6d9ac42 --- /dev/null +++ b/.eslintrc.js @@ -0,0 +1,30 @@ +module.exports = { + env: { + commonjs: true, + es6: true, + mocha: true, + jest: true, + jasmine: true, + node: true, + }, + extends: 'eslint:recommended', + globals: { + Atomics: 'readonly', + SharedArrayBuffer: 'readonly', + process: 'readonly', + console: 'readonly', + __dirname: 'readonly', + }, + parserOptions: { + ecmaVersion: 2022, + }, + rules: { + 'no-unused-vars': ['error', { ignoreRestSiblings: true }], + indent: ['error', 2, { SwitchCase: 1 }], + 'linebreak-style': ['error', 'unix'], + quotes: ['error', 'single'], + semi: ['error', 'always'], + 'no-only-tests/no-only-tests': 'error', + }, + plugins: ['no-only-tests'], +}; diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..aeda713 --- /dev/null +++ b/.gitignore @@ -0,0 +1,132 @@ +wildfires.json + +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +lerna-debug.log* +.pnpm-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) +report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +*.lcov + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories +node_modules/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) +web_modules/ + +# TypeScript cache +*.tsbuildinfo + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional stylelint cache +.stylelintcache + +# Microbundle cache +.rpt2_cache/ +.rts2_cache_cjs/ +.rts2_cache_es/ +.rts2_cache_umd/ + +# Optional REPL history +.node_repl_history + +# Output of 'npm pack' +*.tgz + +# Yarn Integrity file +.yarn-integrity + +# dotenv environment variable files +.env +.env.development.local +.env.test.local +.env.production.local +.env.local + +# parcel-bundler cache (https://parceljs.org/) +.cache +.parcel-cache + +# Next.js build output +.next +out + +# Nuxt.js build / generate output +.nuxt +dist + +# Gatsby files +.cache/ +# Comment in the public line in if your project uses Gatsby and not Next.js +# https://nextjs.org/blog/next-9-1#public-directory-support +# public + +# vuepress build output +.vuepress/dist + +# vuepress v2.x temp and cache directory +.temp +.cache + +# Docusaurus cache and generated files +.docusaurus + +# Serverless directories +.serverless/ + +# FuseBox cache +.fusebox/ + +# DynamoDB Local files +.dynamodb/ + +# TernJS port file +.tern-port + +# Stores VSCode versions used for testing VSCode extensions +.vscode-test + +# yarn v2 +.yarn/cache +.yarn/unplugged +.yarn/build-state.yml +.yarn/install-state.gz +.pnp.* diff --git a/.prettierrc b/.prettierrc new file mode 100644 index 0000000..93a152c --- /dev/null +++ b/.prettierrc @@ -0,0 +1,7 @@ +{ + "semi": true, + "singleQuote": true, + "trailingComma": "all", + "tabWidth": 2, + "useTabs": false +} \ No newline at end of file diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..4ea8409 --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,31 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "type": "node", + "request": "launch", + "name": "Launch Demo", + "program": "${workspaceFolder}/demo/index.js", + "console": "integratedTerminal", + "outputCapture": "console" + }, + { + "name": "Debug Jest Tests", + "type": "node", + "request": "launch", + "cwd": "${workspaceFolder}", + "runtimeArgs": [ + "--inspect-brk", + "node_modules/.bin/jest", + "${relativeFile}", + "--runInBand", + ], + "console": "integratedTerminal", + "outputCapture": "console", + "runtimeExecutable": "/usr/local/bin/node", + } + ] +} \ No newline at end of file diff --git a/LICENSE b/LICENSE index 261eeb9..45d417a 100644 --- a/LICENSE +++ b/LICENSE @@ -1,201 +1,13 @@ - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ +Copyright 2023 Esri - TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION +Licensed under the Apache License, Version 2.0 (the "License"); 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This provider leverages the SQL API exclusively, and as such, it is limited by the capabilities of that API. + +## Data considerations +In order to gain the greatest efficiency from this provider, each document/record in _your dataset should have a unique-indentifier that is a property of the document/record_. This is important, because even though Elastic will create its own `_id` field as part of a document's metadata, _metadata fields are not accessible via the SQL API_. + +If your data has a geometry and you want leverage Elastic's geo-filter capability (and you should), the geometry field needs to be mapped in your Elasticsearch Index as a [geopoint](https://www.elastic.co/guide/en/elasticsearch/reference/current/geo-point.html) or [geoshape](https://www.elastic.co/guide/en/elasticsearch/reference/current/geo-shape.html). + +A key aspect of working with Elastic is that its API will only return a maximum of 10000 records in any request. If your dataset has more than 10000 records and you request doesn't result in a set that is less than 10000 records, the results will be truncated. This limits the ability to paginate. To reduce the risk of truncation you should always use a unique-identifier property, a mapped geometry field, and registered the provider with the index mappings for these fields (more on this below). + +## Usage + +Register the provider with Koop: + +```js +const Koop = require('@koopjs/koop-core'); +const koop = new Koop({ logLevel: 'info'}); +const elasticSqlProvider = require('@koopjs/provider-elastic-sql'); + +koop.register(elasticSqlProvider, { conn, idFieldMap, geometryFieldMap }); +``` + +### Registration parameters + +#### `conn` (required) +An object that contains connection details for the target Elastic cluster. See the [Elastic documentation](https://www.elastic.co/guide/en/elasticsearch/client/javascript-api/current/client-connecting.html) for details. + +#### `idFieldMap` (optional) +An key/value populated object that serves as a lookup/dictionary for the unique-identifier field of a given Elastic index. For example, if your index is named "my-index", and the documents in the that index have a field called "some-id-prop" that can be used as a unique-identifier, then the `idFieldMap` would look like: + +```js +const idFieldMap = { + 'my-index': 'some-id-prop' +}; +``` + +The `idFieldMap` can have multiple key/value pairs if your Elastic cluster has multiple indicies. + +If you omit the `idFieldMap`, filtering requested with the GeoService `objectsIds` parameter will not be executed by the Elastic SQL API. + +#### `geometryFieldMap` (optional) +An key/value populated object that serves as a lookup/dictionary for the geopoint/geoshape field of a given Elastic index. For example, if your index is named "my-index", and the geometry of a document is stored in a geoshape field called "the-geo-prop", then the `geometryFieldMap` would look like: + +```js +const idFieldMap = { + 'my-index': 'the-geo-prop' +}; +``` + +While elastic has no limit on the number of geo-fields per document, conversion of a document to GeoJSON requires that we identify a single field as the definitive geometry. The `geometryFieldMap` can have multiple key/value pairs if your Elastic cluster has multiple indicies. + +If you omit the `geometryFieldMap`, the GeoJSON produced by the provider will not include a geometry. In addition, geometry filtering will not be executed by the Elastic instance. + +### Route parameters + +#### `id` +Once registered with Koop, the provide will expose routes with an `id` parameter. For example: + +```sh +/elastic/rest/services/:id/FeatureServer +``` + +The `id` parameter should be filled with the name of the Elastic index you are targeting. So if you wished to query the `fires` document-index on you Elastic instance, you would make a request to: + +```sh +/elastic/rest/services/fires/FeatureServer/0/query +``` + + +## Demo + +The repository includes a demonstration project. To run the demo you will need Docker installed on your computer. Once installed you can following the steps below to create a local Elastic instance and load it with sample data: + +```sh +> npm install + +> cd demo + +# use Docker to run Elastic/Kibana +> docker-compose up -d + +# load sample data; this will create an Elastc index named "fires" +> node loader.js + +# start the Koop application +> node demo.js +``` \ No newline at end of file diff --git a/demo/docker-compose.yml b/demo/docker-compose.yml new file mode 100644 index 0000000..73b396c --- /dev/null +++ b/demo/docker-compose.yml @@ -0,0 +1,16 @@ +version: '3' +services: + elasticsearch: + image: docker.elastic.co/elasticsearch/elasticsearch:8.9.0 + ports: + - 9200:9200 + - 9300:9300 + environment: + - discovery.type=single-node + - xpack.security.enabled=false + kibana: + depends_on: + - elasticsearch + image: docker.elastic.co/kibana/kibana:8.9.0 + ports: + - 5601:5601 \ No newline at end of file diff --git a/demo/index.js b/demo/index.js new file mode 100644 index 0000000..1a92e4c --- /dev/null +++ b/demo/index.js @@ -0,0 +1,22 @@ +const Koop = require('@koopjs/koop-core'); +const elasticSqlProvider = require('../src'); +const koop = new Koop({ logLevel: 'info' }); + +// Elastic connection object, see: https://www.elastic.co/guide/en/elasticsearch/client/javascript-api/current/client-connecting.html +const conn = { + node: 'http://localhost:9200', +}; + +// Map of Elastic index-name to unique-identifer field +const idFieldMap = { + fires: 'fireId', +}; + +// Map of Elastic index-name to unique-identifer field +const geometryFieldMap = { + fires: 'location', +}; + +koop.register(elasticSqlProvider, { conn, idFieldMap, geometryFieldMap }); + +koop.server.listen(8080); diff --git a/demo/loader.js b/demo/loader.js new file mode 100644 index 0000000..87860bf --- /dev/null +++ b/demo/loader.js @@ -0,0 +1,94 @@ +const fs = require('fs'); +const _ = require('lodash'); +const zlib = require('zlib'); +const { pipeline } = require('stream/promises'); +const { Client } = require('@elastic/elasticsearch'); +const client = new Client({ + node: 'http://localhost:9200', // Elasticsearch endpoint, +}); + +async function execute() { + try { + await client.indices.delete({ index: 'fires' }); + } catch (err) { + console.log('no index to delete'); + } + + await client.index({ index: 'fires', document: {}, refresh: true }); + const result = await client.search({ index: 'fires' }); + + await client.delete({ index: 'fires', id: result.hits.hits[0]._id }); + + await client.indices.putMapping({ + index: 'fires', + properties: { + fireId: { + type: 'keyword', + }, + fireName: { + type: 'text', + fields: { + keyword: { + type: 'keyword', + ignore_above: 256, + }, + }, + }, + fireType: { + type: 'keyword', + }, + acres: { + type: 'unsigned_long', + }, + location: { + type: 'geo_point', + }, + }, + }); + + await pipeline( + fs.createReadStream('test-data.json.gz'), + zlib.Unzip(), + fs.createWriteStream('wildfires.json'), + ); + + const features = require('./wildfires.json'); + + const chunks = _.chain(features) + .map((feature) => { + const { properties, geometry } = feature; + + return [ + { + create: { _index: 'fires' }, + }, + { + fireId: properties.FIRE_ID, + fireName: properties.FIRE_NAME, + fireType: properties.FIRE_TYPE, + acres: properties.ACRES, + location: geometry, + }, + ]; + }) + .flatten() + .chunk(1000) + .value(); + + for (let i = 0; i < chunks.length; i++) { + const chunk = chunks[i]; + await client.bulk({ + body: chunk, + }); + } + return; +} + +execute() + .then(() => { + process.exitCode = 0; + }) + .catch((err) => { + console.error(err); + process.exitCode = 1; + }); diff --git a/demo/test-data.json.gz b/demo/test-data.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..ff631fab9772f62a19a1f6b905394dd45aa00cf7 GIT binary patch literal 433037 zcmV)EK)}BriwFpLoCswA19W9`bS-3IbYU)Pb8l_{yuEFYV@bB1_g9GdWCL~SIPo6( z#>`}8a*9coNM_|!3x*--j*Wrsdxg2zFa$yW-Rp@%b{|%DU!8pl@JKV$YE2ip84>$+ 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+ }, + "homepage": "https://github.com/koopjs/koop-provider-elastic#readme", + "dependencies": { + "@alloc/quick-lru": "^5.2.0", + "@elastic/elasticsearch": "^8.9.0", + "@esri/proj-codes": "^3.1.0", + "@koopjs/geoservice-utils": "^2.0.0", + "@terraformer/arcgis": "^2.1.2", + "@terraformer/wkt": "^2.2.0", + "@turf/bbox-polygon": "^6.5.0", + "joi": "^17.11.0", + "proj4": "^2.9.0", + "wkt-parser": "^1.3.3" + }, + "devDependencies": { + "@koopjs/koop-core": "^9.2.8", + "eslint": "^8.51.0", + "eslint-plugin-no-only-tests": "^3.1.0", + "jest": "^29.7.0", + "lodash": "^4.17.21" + } +} diff --git a/src/index.js b/src/index.js new file mode 100644 index 0000000..f38a9e4 --- /dev/null +++ b/src/index.js @@ -0,0 +1,10 @@ +const packageInfo = require('../package.json'); + +const provider = { + type: 'provider', + version: packageInfo.version, + name: 'elastic', + Model: require('./model'), +}; + +module.exports = provider; diff --git a/src/model.js b/src/model.js new file mode 100644 index 0000000..0bc4884 --- /dev/null +++ b/src/model.js @@ -0,0 +1,233 @@ +const { Client } = require('@elastic/elasticsearch'); +const _ = require('lodash'); +const { wktToGeoJSON } = require('@terraformer/wkt'); +const { standardizeGeometryFilter } = require('@koopjs/geoservice-utils'); +const { + validateConn, + validateIdFieldMap, + validateGeometryFieldMap, +} = require('./validate'); + +const relationLookup = { + esriSpatialRelIntersects: 'intersects', + esriSpatialRelContains: 'contains', + esriSpatialRelWithin: 'within', +}; + +class Model { + #client; + #logger; + #geometryFieldMap; + #idFieldMap; + + constructor({ logger }, { conn, geometryFieldMap, idFieldMap }) { + this.#logger = logger; + + // Validate registration options + try { + validateConn(conn); + + if (idFieldMap) { + validateIdFieldMap(idFieldMap); + } + + if (geometryFieldMap) { + validateGeometryFieldMap(geometryFieldMap); + } + } catch (error) { + this.#logger.error(`Provider registration error: ${error.message}`); + throw error; + } + + // configure the elastic client + this.#client = new Client(conn); + + // define a lookup to find the geometry field for a given elastic index + this.#geometryFieldMap = geometryFieldMap || {}; + + // define a lookup to find the id-field for a given elastic index + this.#idFieldMap = idFieldMap || {}; + } + + async getData(req, callback) { + const { + query: geoserviceParams, + params: { id: elasticIndexName }, + } = req; + + const { geometry, resultRecordCount } = geoserviceParams; + const idField = this.#idFieldMap[elasticIndexName]; + const geometryField = this.#geometryFieldMap[elasticIndexName]; + + const dataStoreQueryBody = { + fetch_size: resultRecordCount || 1000, + }; + + try { + dataStoreQueryBody.query = buildSqlQuery({ + ...geoserviceParams, + idField, + geometryField, + elasticIndexName, + }); + + if (geometryField && geometry) { + dataStoreQueryBody.filter = buildGeoshapeFilter({ + ...geoserviceParams, + geometryField, + }); + } + + const results = await this.#client.sql.query(dataStoreQueryBody); + + const geojson = convertToGeojson(results, geometryField); + + geojson.metadata = { idField }; + + geojson.filtersApplied = generateFiltersApplied({ + idField, + geometryField, + geometry, + }); + + callback(null, geojson); + } catch (err) { + const error = this.#handleError(err); + callback(error); + } + } + + #handleError(error) { + const messagePrefix = 'Provider error:'; + const statusCode = error?.body?.status || 500; + + if (error.name === 'ResponseError') { + this.#logger.error( + `${messagePrefix} data-store query failure, ${error.message}`, + ); + const message = statusCode === 400 ? 'invalid input' : error.message; + const err = new Error(message); + err.code = statusCode; + return err; + } + + this.#logger.error(`${messagePrefix}, ${JSON.stringify(error)}`); + return error; + } +} + +function buildSqlQuery(params) { + const { + where, + outFields = '*', + orderByFields, + objectIds, + geometryField, + elasticIndexName, + idField, + } = params; + + const from = ` FROM ${elasticIndexName}`; + + const selectFields = geometryField + ? `${outFields}, ${geometryField}` + : outFields; + + const whereClause = buildSqlWhere({ where, objectIds, idField }); + + const orderByClause = orderByFields ? ` ORDER BY ${orderByFields}` : ''; + + return `SELECT ${selectFields}${from}${whereClause}${orderByClause}`; +} + +function buildSqlWhere({ where, objectIds, idField }) { + const sqlWhereComponents = []; + + if (!where && objectIds === undefined) { + return ''; + } + + if (where) { + sqlWhereComponents.push(where); + } + + if (idField && objectIds) { + const objectIdsComponent = objectIds + .split(',') + .map((val) => { + return isNaN(val) ? `'${val}'` : val; + }) + .join(',') + .replace(/^/, `${idField} IN (`) + .replace(/$/, ')'); + + sqlWhereComponents.push(objectIdsComponent); + } + + return ' WHERE ' + sqlWhereComponents.join(' AND '); +} + +function buildGeoshapeFilter({ geometryField, geometry, inSR, spatialRel }) { + const { geometry: geometryFilter, relation } = standardizeGeometryFilter({ + geometry, + inSR, + reprojecitonSR: 4326, + spatialRel, + }); + + return { + geo_shape: { + [geometryField]: { + shape: { + type: geometryFilter.type.toLowerCase(), + coordinates: geometryFilter.coordinates, + }, + relation: relationLookup[relation] || 'intersects', + }, + }, + }; +} + +function convertToGeojson(results, geometryField) { + const keys = results.columns.map((col) => col.name); + const rowToFeature = convertRowToFeature.bind(null, keys, geometryField); + const features = results.rows.map(rowToFeature); + + return { + type: 'FeatureCollection', + features, + }; +} + +function convertRowToFeature(featureAttributeKeys, geometryField, row) { + const properties = row.reduce((feature, val, i) => { + feature[featureAttributeKeys[i]] = val; + return feature; + }, {}); + + const geomFieldIndex = featureAttributeKeys.indexOf(geometryField); + + return { + properties: _.omit(properties, geometryField), + geometry: row[geomFieldIndex] && wktToGeoJSON(row[geomFieldIndex]), + }; +} + +function generateFiltersApplied({ idField, geometry }) { + const filtersApplied = { + where: true, + orderByFields: true, + }; + + if (idField) { + filtersApplied.objectIds = true; + } + + if (geometry) { + filtersApplied.geometry = true; + } + + return filtersApplied; +} + +module.exports = Model; diff --git a/src/validate.js b/src/validate.js new file mode 100644 index 0000000..d9e0238 --- /dev/null +++ b/src/validate.js @@ -0,0 +1,42 @@ +const joi = require('joi'); + +const connSchema = joi.object().required(); + +const idFieldMapSchema = joi.object().required(); + +const geometryFieldMapSchema = joi.object().required(); + +function validateConn(conn) { + const { error } = connSchema.validate(conn); + if (error) { + throw new Error( + `invalid client connection config, ${error.details[0].message}`, + ); + } +} + +function validateIdFieldMap(idFieldMap) { + const { error } = idFieldMapSchema.validate(idFieldMap); + if (error) { + if (error.message === '"value" must be of type object') { + throw new Error('invalid "idFieldMap", must be a key/value object'); + } + throw new Error(`invalid "idFieldMap", ${error.details[0].message}`); + } +} + +function validateGeometryFieldMap(geometryFieldMap) { + const { error } = geometryFieldMapSchema.validate(geometryFieldMap); + if (error) { + if (error.message === '"value" must be of type object') { + throw new Error('invalid "geometryFieldMap", must be a key/value object'); + } + throw new Error(`invalid "geometryFieldMap", ${error.details[0].message}`); + } +} + +module.exports = { + validateConn, + validateGeometryFieldMap, + validateIdFieldMap, +};