Vector Embedding and Full Text Search (#2009)
* Replaced monaco editor on Container Vector Policy tab with controls same as on create container ux * Adds vector embedding policy to container management. Adds FullTextSearch to both add container and container management. * Fixing unit tests and formatting issues * More fixes * Updating full text controls based on feedback * Minor updates * Editing test to fix compile issue * Minor fix * Adding paths for jest to ignore transform due to recent changes in upstream dependencies * Adding mock to temporarily get unit tests to pass * Hiding FTS feature behind the new EnableNoSQLFullTextSearch capability
This commit is contained in:
vchske
GitHub
parent
070b7a4ca7
commit
80b926214b
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@ -174,7 +174,11 @@ module.exports = {
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},
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// An array of regexp pattern strings that are matched against all source file paths, matched files will skip transformation
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transformIgnorePatterns: ["/node_modules/(?!@fluentui/react-icons)", "/externals/"],
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transformIgnorePatterns: [
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"/node_modules/(?!@fluentui/react-icons|(.*)/dist/browser)/",
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"/node_modules/plotly.js-cartesian-dist-min",
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"/externals/",
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],
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// An array of regexp pattern strings that are matched against all modules before the module loader will automatically return a mock for them
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// unmockedModulePathPatterns: undefined,
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@ -10,7 +10,7 @@
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"hasInstallScript": true,
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"dependencies": {
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"@azure/arm-cosmosdb": "9.1.0",
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"@azure/cosmos": "4.0.1-beta.3",
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"@azure/cosmos": "4.2.0-beta.1",
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"@azure/cosmos-language-service": "0.0.5",
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"@azure/identity": "1.5.2",
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"@azure/ms-rest-nodeauth": "3.1.1",
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@ -228,18 +228,20 @@
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}
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},
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"node_modules/@azure/abort-controller": {
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"version": "1.1.0",
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"dependencies": {
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"tslib": "^2.2.0"
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"engines": {
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"node": ">=12.0.0"
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"node": ">=18.0.0"
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}
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"node_modules/@azure/abort-controller/node_modules/tslib": {
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"version": "2.6.2",
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"license": "0BSD"
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},
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"node_modules/@azure/arm-cosmosdb": {
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"version": "9.1.0",
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@ -251,15 +253,16 @@
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}
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},
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"node_modules/@azure/core-auth": {
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"version": "1.5.0",
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"license": "MIT",
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"version": "1.9.0",
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"resolved": "https://registry.npmjs.org/@azure/core-auth/-/core-auth-1.9.0.tgz",
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"dependencies": {
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"@azure/abort-controller": "^1.0.0",
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"@azure/core-util": "^1.1.0",
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"tslib": "^2.2.0"
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"@azure/abort-controller": "^2.0.0",
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"@azure/core-util": "^1.11.0",
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"tslib": "^2.6.2"
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},
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"engines": {
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"node": ">=14.0.0"
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"node": ">=18.0.0"
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}
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},
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"node_modules/@azure/core-auth/node_modules/tslib": {
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@ -282,36 +285,61 @@
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"node": ">=18.0.0"
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}
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},
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"node_modules/@azure/core-client/node_modules/@azure/abort-controller": {
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"version": "2.1.2",
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"license": "MIT",
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"node_modules/@azure/core-client/node_modules/tslib": {
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"version": "2.6.2",
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"license": "0BSD"
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"node_modules/@azure/core-rest-pipeline": {
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"dependencies": {
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"@azure/abort-controller": "^2.0.0",
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"@azure/core-auth": "^1.8.0",
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"@azure/core-tracing": "^1.0.1",
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"@azure/core-util": "^1.11.0",
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"@azure/logger": "^1.0.0",
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"http-proxy-agent": "^7.0.0",
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"https-proxy-agent": "^7.0.0",
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"tslib": "^2.6.2"
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},
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"engines": {
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"node": ">=18.0.0"
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}
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},
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"node_modules/@azure/core-client/node_modules/tslib": {
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"version": "2.6.2",
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"license": "0BSD"
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},
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"node_modules/@azure/core-rest-pipeline": {
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"version": "1.12.2",
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"license": "MIT",
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"node_modules/@azure/core-rest-pipeline/node_modules/agent-base": {
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"version": "7.1.1",
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"resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.1.tgz",
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"dependencies": {
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"@azure/abort-controller": "^1.0.0",
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"@azure/core-auth": "^1.4.0",
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"@azure/core-tracing": "^1.0.1",
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"@azure/core-util": "^1.3.0",
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"@azure/logger": "^1.0.0",
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"form-data": "^4.0.0",
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"http-proxy-agent": "^5.0.0",
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"https-proxy-agent": "^5.0.0",
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"tslib": "^2.2.0"
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"debug": "^4.3.4"
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},
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"engines": {
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"node": ">=16.0.0"
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"node": ">= 14"
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}
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},
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"node_modules/@azure/core-rest-pipeline/node_modules/http-proxy-agent": {
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"version": "7.0.2",
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"resolved": "https://registry.npmjs.org/http-proxy-agent/-/http-proxy-agent-7.0.2.tgz",
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"integrity": "sha512-T1gkAiYYDWYx3V5Bmyu7HcfcvL7mUrTWiM6yOfa3PIphViJ/gFPbvidQ+veqSOHci/PxBcDabeUNCzpOODJZig==",
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"dependencies": {
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"agent-base": "^7.1.0",
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"debug": "^4.3.4"
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},
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"engines": {
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"node": ">= 14"
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}
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},
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"node_modules/@azure/core-rest-pipeline/node_modules/https-proxy-agent": {
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"version": "7.0.5",
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"resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-7.0.5.tgz",
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"integrity": "sha512-1e4Wqeblerz+tMKPIq2EMGiiWW1dIjZOksyHWSUm1rmuvw/how9hBHZ38lAGj5ID4Ik6EdkOw7NmWPy6LAwalw==",
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"dependencies": {
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"agent-base": "^7.0.2",
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"debug": "4"
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},
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"engines": {
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"node": ">= 14"
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}
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},
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"node_modules/@azure/core-rest-pipeline/node_modules/tslib": {
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@ -319,13 +347,14 @@
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"license": "0BSD"
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},
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"node_modules/@azure/core-tracing": {
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"version": "1.0.1",
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"license": "MIT",
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"version": "1.2.0",
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"resolved": "https://registry.npmjs.org/@azure/core-tracing/-/core-tracing-1.2.0.tgz",
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"integrity": "sha512-UKTiEJPkWcESPYJz3X5uKRYyOcJD+4nYph+KpfdPRnQJVrZfk0KJgdnaAWKfhsBBtAf/D58Az4AvCJEmWgIBAg==",
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"dependencies": {
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"tslib": "^2.2.0"
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"tslib": "^2.6.2"
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},
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"engines": {
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"node": ">=12.0.0"
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"node": ">=18.0.0"
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}
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},
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"node_modules/@azure/core-tracing/node_modules/tslib": {
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@ -333,14 +362,15 @@
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"license": "0BSD"
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},
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"node_modules/@azure/core-util": {
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"version": "1.6.1",
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"license": "MIT",
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"version": "1.11.0",
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"resolved": "https://registry.npmjs.org/@azure/core-util/-/core-util-1.11.0.tgz",
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"integrity": "sha512-DxOSLua+NdpWoSqULhjDyAZTXFdP/LKkqtYuxxz1SCN289zk3OG8UOpnCQAz/tygyACBtWp/BoO72ptK7msY8g==",
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"dependencies": {
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"@azure/abort-controller": "^1.0.0",
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"tslib": "^2.2.0"
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"@azure/abort-controller": "^2.0.0",
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"tslib": "^2.6.2"
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},
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"engines": {
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"node": ">=16.0.0"
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"node": ">=18.0.0"
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}
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},
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"node_modules/@azure/core-util/node_modules/tslib": {
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@ -348,22 +378,20 @@
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"license": "0BSD"
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},
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"node_modules/@azure/cosmos": {
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"version": "4.0.1-beta.3",
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"license": "MIT",
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"version": "4.2.0-beta.1",
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"resolved": "https://registry.npmjs.org/@azure/cosmos/-/cosmos-4.2.0-beta.1.tgz",
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"integrity": "sha512-mREONehm1DxjEKXGaNU6Wmpf9Ckb9IrhKFXhDFVs45pxmoEb3y2s/Ub0owuFmqlphpcS1zgtYQn5exn+lwnJuQ==",
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"dependencies": {
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"@azure/abort-controller": "^1.0.0",
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"@azure/core-auth": "^1.3.0",
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"@azure/core-rest-pipeline": "^1.2.0",
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"@azure/core-tracing": "^1.0.0",
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"debug": "^4.1.1",
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"@azure/abort-controller": "^2.0.0",
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"@azure/core-auth": "^1.7.1",
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"@azure/core-rest-pipeline": "^1.15.1",
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"@azure/core-tracing": "^1.1.1",
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"@azure/core-util": "^1.8.1",
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"fast-json-stable-stringify": "^2.1.0",
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"jsbi": "^3.1.3",
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"node-abort-controller": "^3.0.0",
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"jsbi": "^4.3.0",
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"priorityqueuejs": "^2.0.0",
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"semaphore": "^1.0.5",
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"tslib": "^2.2.0",
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"universal-user-agent": "^6.0.0",
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"uuid": "^8.3.0"
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"semaphore": "^1.1.0",
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"tslib": "^2.6.2"
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},
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"engines": {
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"node": ">=18.0.0"
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@ -11708,6 +11736,7 @@
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},
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"node_modules/@tootallnate/once": {
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"version": "2.0.0",
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"dev": true,
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"license": "MIT",
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"engines": {
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"node": ">= 10"
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@ -19895,6 +19924,7 @@
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},
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"node_modules/form-data": {
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"version": "4.0.0",
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"dev": true,
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"license": "MIT",
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"dependencies": {
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"asynckit": "^0.4.0",
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@ -21095,6 +21125,7 @@
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},
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"node_modules/http-proxy-agent": {
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"version": "5.0.0",
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"dev": true,
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"license": "MIT",
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"dependencies": {
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"@tootallnate/once": "2",
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}
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},
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"node_modules/jsbi": {
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"version": "3.2.5",
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"license": "Apache-2.0"
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"version": "4.3.0",
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"resolved": "https://registry.npmjs.org/jsbi/-/jsbi-4.3.0.tgz",
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"integrity": "sha512-SnZNcinB4RIcnEyZqFPdGPVgrg2AcnykiBy0sHVJQKHYeaLUvi3Exj+iaPpLnFVkDPZIV4U0yvgC9/R4uEAZ9g=="
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},
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"node_modules/jsbn": {
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"version": "0.1.1",
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},
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"node_modules/node-abort-controller": {
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"version": "3.1.1",
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"license": "MIT"
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"dev": true,
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"license": "MIT",
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"peer": true
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},
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"node_modules/node-addon-api": {
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"version": "4.3.0",
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"main": "index.js",
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"dependencies": {
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"@azure/arm-cosmosdb": "9.1.0",
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"@azure/cosmos": "4.0.1-beta.3",
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"@azure/cosmos": "4.2.0-beta.1",
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"@azure/cosmos-language-service": "0.0.5",
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"@azure/identity": "1.5.2",
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"@azure/ms-rest-nodeauth": "3.1.1",
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@ -89,6 +89,7 @@ export class CapabilityNames {
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public static readonly EnableMongo: string = "EnableMongo";
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public static readonly EnableServerless: string = "EnableServerless";
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public static readonly EnableNoSQLVectorSearch: string = "EnableNoSQLVectorSearch";
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public static readonly EnableNoSQLFullTextSearch: string = "EnableNoSQLFullTextSearch";
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}
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export enum CapacityMode {
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if (params.vectorEmbeddingPolicy) {
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resource.vectorEmbeddingPolicy = params.vectorEmbeddingPolicy;
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}
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if (params.fullTextPolicy) {
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resource.fullTextPolicy = params.fullTextPolicy;
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}
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const rpPayload: ARMTypes.SqlDatabaseCreateUpdateParameters = {
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properties: {
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uniqueKeyPolicy: params.uniqueKeyPolicy || undefined,
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analyticalStorageTtl: params.analyticalStorageTtl,
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vectorEmbeddingPolicy: params.vectorEmbeddingPolicy,
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fullTextPolicy: params.fullTextPolicy,
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} as ContainerRequest; // TODO: remove cast when https://github.com/Azure/azure-cosmos-js/issues/423 is fixed
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const collectionOptions: RequestOptions = {};
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const createDatabaseBody: DatabaseRequest = { id: params.databaseId };
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analyticalStorageTtl?: number;
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geospatialConfig?: GeospatialConfig;
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vectorEmbeddingPolicy?: VectorEmbeddingPolicy;
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fullTextPolicy?: FullTextPolicy;
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schema?: ISchema;
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requestSchema?: () => void;
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computedProperties?: ComputedProperties;
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@ -199,11 +200,19 @@ export interface IndexingPolicy {
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compositeIndexes?: any[];
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spatialIndexes?: any[];
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vectorIndexes?: VectorIndex[];
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fullTextIndexes?: FullTextIndex[];
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}
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export interface VectorIndex {
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path: string;
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type: "flat" | "diskANN" | "quantizedFlat";
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diskANNShardKey?: string;
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indexingSearchListSize?: number;
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quantizationByteSize?: number;
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}
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export interface FullTextIndex {
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path: string;
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}
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export interface ComputedProperty {
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uniqueKeyPolicy?: UniqueKeyPolicy;
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createMongoWildcardIndex?: boolean;
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vectorEmbeddingPolicy?: VectorEmbeddingPolicy;
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fullTextPolicy?: FullTextPolicy;
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}
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export interface VectorEmbeddingPolicy {
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@ -355,6 +365,16 @@ export interface VectorEmbedding {
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path: string;
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}
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export interface FullTextPolicy {
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defaultLanguage: string;
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fullTextPaths: FullTextPath[];
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}
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export interface FullTextPath {
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path: string;
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language: string;
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}
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export interface ReadDatabaseOfferParams {
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databaseId: string;
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databaseResourceId?: string;
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analyticalStorageTtl: ko.Observable<number>;
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schema?: DataModels.ISchema;
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requestSchema?: () => void;
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vectorEmbeddingPolicy: ko.Observable<DataModels.VectorEmbeddingPolicy>;
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fullTextPolicy: ko.Observable<DataModels.FullTextPolicy>;
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indexingPolicy: ko.Observable<DataModels.IndexingPolicy>;
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uniqueKeyPolicy: DataModels.UniqueKeyPolicy;
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usageSizeInKB: ko.Observable<number>;
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@ -1,4 +1,4 @@
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import { DirectionalHint, Icon, Label, Stack, TooltipHost } from "@fluentui/react";
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import { DirectionalHint, Icon, IconButton, Label, Stack, TooltipHost } from "@fluentui/react";
|
||||
import * as React from "react";
|
||||
import { NormalizedEventKey } from "../../../Common/Constants";
|
||||
import { accordionStackTokens } from "../Settings/SettingsRenderUtils";
|
||||
|
|
@ -9,6 +9,9 @@ export interface CollapsibleSectionProps {
|
|||
onExpand?: () => void;
|
||||
children: JSX.Element;
|
||||
tooltipContent?: string | JSX.Element | JSX.Element[];
|
||||
showDelete?: boolean;
|
||||
onDelete?: () => void;
|
||||
disabled?: boolean;
|
||||
}
|
||||
|
||||
export interface CollapsibleSectionState {
|
||||
|
|
@ -69,6 +72,20 @@ export class CollapsibleSectionComponent extends React.Component<CollapsibleSect
|
|||
<Icon iconName="Info" className="panelInfoIcon" tabIndex={0} />
|
||||
</TooltipHost>
|
||||
)}
|
||||
{this.props.showDelete && (
|
||||
<Stack.Item style={{ marginLeft: "auto" }}>
|
||||
<IconButton
|
||||
disabled={this.props.disabled}
|
||||
id={`delete-${this.props.title.split(" ").join("-")}`}
|
||||
iconProps={{ iconName: "Delete" }}
|
||||
style={{ height: 27, marginRight: "20px" }}
|
||||
onClick={(event) => {
|
||||
event.stopPropagation();
|
||||
this.props.onDelete();
|
||||
}}
|
||||
/>
|
||||
</Stack.Item>
|
||||
)}
|
||||
</Stack>
|
||||
{this.state.isExpanded && this.props.children}
|
||||
</>
|
||||
|
|
|
|||
|
|
@ -0,0 +1,6 @@
|
|||
import "@testing-library/jest-dom";
|
||||
|
||||
describe("AddFullTextPolicyForm", () => {
|
||||
//CTODO: add tests
|
||||
it.skip("should render correctly", () => {});
|
||||
});
|
||||
|
|
@ -0,0 +1,239 @@
|
|||
import {
|
||||
DefaultButton,
|
||||
Dropdown,
|
||||
IDropdownOption,
|
||||
IStyleFunctionOrObject,
|
||||
ITextFieldStyleProps,
|
||||
ITextFieldStyles,
|
||||
Label,
|
||||
Stack,
|
||||
TextField,
|
||||
} from "@fluentui/react";
|
||||
import { FullTextIndex, FullTextPath, FullTextPolicy } from "Contracts/DataModels";
|
||||
import { CollapsibleSectionComponent } from "Explorer/Controls/CollapsiblePanel/CollapsibleSectionComponent";
|
||||
import * as React from "react";
|
||||
|
||||
export interface FullTextPoliciesComponentProps {
|
||||
fullTextPolicy: FullTextPolicy;
|
||||
onFullTextPathChange: (
|
||||
fullTextPolicy: FullTextPolicy,
|
||||
fullTextIndexes: FullTextIndex[],
|
||||
validationPassed: boolean,
|
||||
) => void;
|
||||
discardChanges?: boolean;
|
||||
onChangesDiscarded?: () => void;
|
||||
}
|
||||
|
||||
export interface FullTextPolicyData {
|
||||
path: string;
|
||||
language: string;
|
||||
pathError: string;
|
||||
}
|
||||
|
||||
const labelStyles = {
|
||||
root: {
|
||||
fontSize: 12,
|
||||
},
|
||||
};
|
||||
|
||||
const textFieldStyles: IStyleFunctionOrObject<ITextFieldStyleProps, ITextFieldStyles> = {
|
||||
fieldGroup: {
|
||||
height: 27,
|
||||
},
|
||||
field: {
|
||||
fontSize: 12,
|
||||
padding: "0 8px",
|
||||
},
|
||||
};
|
||||
|
||||
const dropdownStyles = {
|
||||
title: {
|
||||
height: 27,
|
||||
lineHeight: "24px",
|
||||
fontSize: 12,
|
||||
},
|
||||
dropdown: {
|
||||
height: 27,
|
||||
lineHeight: "24px",
|
||||
},
|
||||
dropdownItem: {
|
||||
fontSize: 12,
|
||||
},
|
||||
};
|
||||
|
||||
export const FullTextPoliciesComponent: React.FunctionComponent<FullTextPoliciesComponentProps> = ({
|
||||
fullTextPolicy,
|
||||
onFullTextPathChange,
|
||||
discardChanges,
|
||||
onChangesDiscarded,
|
||||
}): JSX.Element => {
|
||||
const getFullTextPathError = (path: string, index?: number): string => {
|
||||
let error = "";
|
||||
if (!path) {
|
||||
error = "Full text path should not be empty";
|
||||
}
|
||||
if (
|
||||
index >= 0 &&
|
||||
fullTextPathData?.find(
|
||||
(fullTextPath: FullTextPolicyData, dataIndex: number) => dataIndex !== index && fullTextPath.path === path,
|
||||
)
|
||||
) {
|
||||
error = "Full text path is already defined";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
const initializeData = (fullTextPolicy: FullTextPolicy): FullTextPolicyData[] => {
|
||||
if (!fullTextPolicy) {
|
||||
fullTextPolicy = { defaultLanguage: getFullTextLanguageOptions()[0].key as never, fullTextPaths: [] };
|
||||
}
|
||||
return fullTextPolicy.fullTextPaths.map((fullTextPath: FullTextPath) => ({
|
||||
...fullTextPath,
|
||||
pathError: getFullTextPathError(fullTextPath.path),
|
||||
}));
|
||||
};
|
||||
|
||||
const [fullTextPathData, setFullTextPathData] = React.useState<FullTextPolicyData[]>(initializeData(fullTextPolicy));
|
||||
const [defaultLanguage, setDefaultLanguage] = React.useState<string>(
|
||||
fullTextPolicy ? fullTextPolicy.defaultLanguage : (getFullTextLanguageOptions()[0].key as never),
|
||||
);
|
||||
|
||||
React.useEffect(() => {
|
||||
propagateData();
|
||||
}, [fullTextPathData, defaultLanguage]);
|
||||
|
||||
React.useEffect(() => {
|
||||
if (discardChanges) {
|
||||
setFullTextPathData(initializeData(fullTextPolicy));
|
||||
setDefaultLanguage(fullTextPolicy.defaultLanguage);
|
||||
onChangesDiscarded();
|
||||
}
|
||||
}, [discardChanges]);
|
||||
|
||||
const propagateData = () => {
|
||||
const newFullTextPolicy: FullTextPolicy = {
|
||||
defaultLanguage: defaultLanguage,
|
||||
fullTextPaths: fullTextPathData.map((policy: FullTextPolicyData) => ({
|
||||
path: policy.path,
|
||||
language: policy.language,
|
||||
})),
|
||||
};
|
||||
const fullTextIndexes: FullTextIndex[] = fullTextPathData.map((policy) => ({
|
||||
path: policy.path,
|
||||
}));
|
||||
const validationPassed = fullTextPathData.every((policy: FullTextPolicyData) => policy.pathError === "");
|
||||
onFullTextPathChange(newFullTextPolicy, fullTextIndexes, validationPassed);
|
||||
};
|
||||
|
||||
const onFullTextPathValueChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = event.target.value.trim();
|
||||
const fullTextPaths = [...fullTextPathData];
|
||||
if (!fullTextPaths[index]?.path && !value.startsWith("/")) {
|
||||
fullTextPaths[index].path = "/" + value;
|
||||
} else {
|
||||
fullTextPaths[index].path = value;
|
||||
}
|
||||
fullTextPaths[index].pathError = getFullTextPathError(value, index);
|
||||
setFullTextPathData(fullTextPaths);
|
||||
};
|
||||
|
||||
const onFullTextPathPolicyChange = (index: number, option: IDropdownOption): void => {
|
||||
const policies = [...fullTextPathData];
|
||||
policies[index].language = option.key as never;
|
||||
setFullTextPathData(policies);
|
||||
};
|
||||
|
||||
const onAdd = () => {
|
||||
setFullTextPathData([
|
||||
...fullTextPathData,
|
||||
{
|
||||
path: "",
|
||||
language: defaultLanguage,
|
||||
pathError: getFullTextPathError(""),
|
||||
},
|
||||
]);
|
||||
};
|
||||
|
||||
const onDelete = (index: number) => {
|
||||
const policies = fullTextPathData.filter((_uniqueKey, j) => index !== j);
|
||||
setFullTextPathData(policies);
|
||||
};
|
||||
|
||||
return (
|
||||
<Stack tokens={{ childrenGap: 4 }}>
|
||||
<Stack style={{ marginBottom: 10 }}>
|
||||
<Label styles={labelStyles}>Default language</Label>
|
||||
<Dropdown
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getFullTextLanguageOptions()}
|
||||
selectedKey={defaultLanguage}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
setDefaultLanguage(option.key as never)
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
{fullTextPathData &&
|
||||
fullTextPathData.length > 0 &&
|
||||
fullTextPathData.map((fullTextPolicy: FullTextPolicyData, index: number) => (
|
||||
<CollapsibleSectionComponent
|
||||
key={index}
|
||||
isExpandedByDefault={true}
|
||||
title={`Full text path ${index + 1}`}
|
||||
showDelete={true}
|
||||
onDelete={() => onDelete(index)}
|
||||
>
|
||||
<Stack horizontal tokens={{ childrenGap: 4 }}>
|
||||
<Stack
|
||||
styles={{
|
||||
root: {
|
||||
margin: "0 0 6px 20px !important",
|
||||
paddingLeft: 20,
|
||||
width: "80%",
|
||||
borderLeft: "1px solid",
|
||||
},
|
||||
}}
|
||||
>
|
||||
<Stack>
|
||||
<Label styles={labelStyles}>Path</Label>
|
||||
<TextField
|
||||
id={`full-text-policy-path-${index + 1}`}
|
||||
required={true}
|
||||
placeholder="/fullTextPath1"
|
||||
styles={textFieldStyles}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) => onFullTextPathValueChange(index, event)}
|
||||
value={fullTextPolicy.path || ""}
|
||||
errorMessage={fullTextPolicy.pathError}
|
||||
/>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label styles={labelStyles}>Language</Label>
|
||||
<Dropdown
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getFullTextLanguageOptions()}
|
||||
selectedKey={fullTextPolicy.language}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onFullTextPathPolicyChange(index, option)
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
</Stack>
|
||||
</Stack>
|
||||
</CollapsibleSectionComponent>
|
||||
))}
|
||||
<DefaultButton id={`add-vector-policy`} styles={{ root: { maxWidth: 170, fontSize: 12 } }} onClick={onAdd}>
|
||||
Add full text path
|
||||
</DefaultButton>
|
||||
</Stack>
|
||||
);
|
||||
};
|
||||
|
||||
export const getFullTextLanguageOptions = (): IDropdownOption[] => {
|
||||
return [
|
||||
{
|
||||
key: "en-US",
|
||||
text: "English (US)",
|
||||
},
|
||||
];
|
||||
};
|
||||
|
|
@ -4,11 +4,11 @@ import {
|
|||
ComputedPropertiesComponentProps,
|
||||
} from "Explorer/Controls/Settings/SettingsSubComponents/ComputedPropertiesComponent";
|
||||
import {
|
||||
ContainerVectorPolicyComponent,
|
||||
ContainerVectorPolicyComponentProps,
|
||||
} from "Explorer/Controls/Settings/SettingsSubComponents/ContainerVectorPolicyComponent";
|
||||
ContainerPolicyComponent,
|
||||
ContainerPolicyComponentProps,
|
||||
} from "Explorer/Controls/Settings/SettingsSubComponents/ContainerPolicyComponent";
|
||||
import { useDatabases } from "Explorer/useDatabases";
|
||||
import { isVectorSearchEnabled } from "Utils/CapabilityUtils";
|
||||
import { isFullTextSearchEnabled, isVectorSearchEnabled } from "Utils/CapabilityUtils";
|
||||
import { isRunningOnPublicCloud } from "Utils/CloudUtils";
|
||||
import * as React from "react";
|
||||
import DiscardIcon from "../../../../images/discard.svg";
|
||||
|
|
@ -105,6 +105,13 @@ export interface SettingsComponentState {
|
|||
isSubSettingsSaveable: boolean;
|
||||
isSubSettingsDiscardable: boolean;
|
||||
|
||||
vectorEmbeddingPolicy: DataModels.VectorEmbeddingPolicy;
|
||||
vectorEmbeddingPolicyBaseline: DataModels.VectorEmbeddingPolicy;
|
||||
fullTextPolicy: DataModels.FullTextPolicy;
|
||||
fullTextPolicyBaseline: DataModels.FullTextPolicy;
|
||||
shouldDiscardContainerPolicies: boolean;
|
||||
isContainerPolicyDirty: boolean;
|
||||
|
||||
indexingPolicyContent: DataModels.IndexingPolicy;
|
||||
indexingPolicyContentBaseline: DataModels.IndexingPolicy;
|
||||
shouldDiscardIndexingPolicy: boolean;
|
||||
|
|
@ -149,6 +156,7 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
private shouldShowIndexingPolicyEditor: boolean;
|
||||
private shouldShowPartitionKeyEditor: boolean;
|
||||
private isVectorSearchEnabled: boolean;
|
||||
private isFullTextSearchEnabled: boolean;
|
||||
private totalThroughputUsed: number;
|
||||
public mongoDBCollectionResource: MongoDBCollectionResource;
|
||||
|
||||
|
|
@ -164,6 +172,7 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
this.shouldShowIndexingPolicyEditor = userContext.apiType !== "Cassandra" && userContext.apiType !== "Mongo";
|
||||
this.shouldShowPartitionKeyEditor = userContext.apiType === "SQL" && isRunningOnPublicCloud();
|
||||
this.isVectorSearchEnabled = isVectorSearchEnabled() && !hasDatabaseSharedThroughput(this.collection);
|
||||
this.isFullTextSearchEnabled = isFullTextSearchEnabled() && !hasDatabaseSharedThroughput(this.collection);
|
||||
|
||||
this.changeFeedPolicyVisible = userContext.features.enableChangeFeedPolicy;
|
||||
|
||||
|
|
@ -203,6 +212,13 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
isSubSettingsSaveable: false,
|
||||
isSubSettingsDiscardable: false,
|
||||
|
||||
vectorEmbeddingPolicy: undefined,
|
||||
vectorEmbeddingPolicyBaseline: undefined,
|
||||
fullTextPolicy: undefined,
|
||||
fullTextPolicyBaseline: undefined,
|
||||
shouldDiscardContainerPolicies: false,
|
||||
isContainerPolicyDirty: false,
|
||||
|
||||
indexingPolicyContent: undefined,
|
||||
indexingPolicyContentBaseline: undefined,
|
||||
shouldDiscardIndexingPolicy: false,
|
||||
|
|
@ -307,6 +323,7 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
return (
|
||||
this.state.isScaleSaveable ||
|
||||
this.state.isSubSettingsSaveable ||
|
||||
this.state.isContainerPolicyDirty ||
|
||||
this.state.isIndexingPolicyDirty ||
|
||||
this.state.isConflictResolutionDirty ||
|
||||
this.state.isComputedPropertiesDirty ||
|
||||
|
|
@ -318,6 +335,7 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
return (
|
||||
this.state.isScaleDiscardable ||
|
||||
this.state.isSubSettingsDiscardable ||
|
||||
this.state.isContainerPolicyDirty ||
|
||||
this.state.isIndexingPolicyDirty ||
|
||||
this.state.isConflictResolutionDirty ||
|
||||
this.state.isComputedPropertiesDirty ||
|
||||
|
|
@ -405,6 +423,8 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
timeToLiveSeconds: this.state.timeToLiveSecondsBaseline,
|
||||
displayedTtlSeconds: this.state.displayedTtlSecondsBaseline,
|
||||
geospatialConfigType: this.state.geospatialConfigTypeBaseline,
|
||||
vectorEmbeddingPolicy: this.state.vectorEmbeddingPolicyBaseline,
|
||||
fullTextPolicy: this.state.fullTextPolicyBaseline,
|
||||
indexingPolicyContent: this.state.indexingPolicyContentBaseline,
|
||||
indexesToAdd: [],
|
||||
indexesToDrop: [],
|
||||
|
|
@ -416,11 +436,13 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
changeFeedPolicy: this.state.changeFeedPolicyBaseline,
|
||||
autoPilotThroughput: this.state.autoPilotThroughputBaseline,
|
||||
isAutoPilotSelected: this.state.wasAutopilotOriginallySet,
|
||||
shouldDiscardContainerPolicies: true,
|
||||
shouldDiscardIndexingPolicy: true,
|
||||
isScaleSaveable: false,
|
||||
isScaleDiscardable: false,
|
||||
isSubSettingsSaveable: false,
|
||||
isSubSettingsDiscardable: false,
|
||||
isContainerPolicyDirty: false,
|
||||
isIndexingPolicyDirty: false,
|
||||
isMongoIndexingPolicySaveable: false,
|
||||
isMongoIndexingPolicyDiscardable: false,
|
||||
|
|
@ -448,9 +470,17 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
private onScaleDiscardableChange = (isScaleDiscardable: boolean): void =>
|
||||
this.setState({ isScaleDiscardable: isScaleDiscardable });
|
||||
|
||||
private onVectorEmbeddingPolicyChange = (newVectorEmbeddingPolicy: DataModels.VectorEmbeddingPolicy): void =>
|
||||
this.setState({ vectorEmbeddingPolicy: newVectorEmbeddingPolicy });
|
||||
|
||||
private onFullTextPolicyChange = (newFullTextPolicy: DataModels.FullTextPolicy): void =>
|
||||
this.setState({ fullTextPolicy: newFullTextPolicy });
|
||||
|
||||
private onIndexingPolicyContentChange = (newIndexingPolicy: DataModels.IndexingPolicy): void =>
|
||||
this.setState({ indexingPolicyContent: newIndexingPolicy });
|
||||
|
||||
private resetShouldDiscardContainerPolicies = (): void => this.setState({ shouldDiscardContainerPolicies: false });
|
||||
|
||||
private resetShouldDiscardIndexingPolicy = (): void => this.setState({ shouldDiscardIndexingPolicy: false });
|
||||
|
||||
private logIndexingPolicySuccessMessage = (): void => {
|
||||
|
|
@ -538,6 +568,12 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
private onSubSettingsDiscardableChange = (isSubSettingsDiscardable: boolean): void =>
|
||||
this.setState({ isSubSettingsDiscardable: isSubSettingsDiscardable });
|
||||
|
||||
private onVectorEmbeddingPolicyDirtyChange = (isVectorEmbeddingPolicyDirty: boolean): void =>
|
||||
this.setState({ isContainerPolicyDirty: isVectorEmbeddingPolicyDirty });
|
||||
|
||||
private onFullTextPolicyDirtyChange = (isFullTextPolicyDirty: boolean): void =>
|
||||
this.setState({ isContainerPolicyDirty: isFullTextPolicyDirty });
|
||||
|
||||
private onIndexingPolicyDirtyChange = (isIndexingPolicyDirty: boolean): void =>
|
||||
this.setState({ isIndexingPolicyDirty: isIndexingPolicyDirty });
|
||||
|
||||
|
|
@ -691,6 +727,10 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
const changeFeedPolicy = this.collection.rawDataModel?.changeFeedPolicy
|
||||
? ChangeFeedPolicyState.On
|
||||
: ChangeFeedPolicyState.Off;
|
||||
const vectorEmbeddingPolicy: DataModels.VectorEmbeddingPolicy =
|
||||
this.collection.vectorEmbeddingPolicy && this.collection.vectorEmbeddingPolicy();
|
||||
const fullTextPolicy: DataModels.FullTextPolicy =
|
||||
this.collection.fullTextPolicy && this.collection.fullTextPolicy();
|
||||
const indexingPolicyContent = this.collection.indexingPolicy();
|
||||
const conflictResolutionPolicy: DataModels.ConflictResolutionPolicy =
|
||||
this.collection.conflictResolutionPolicy && this.collection.conflictResolutionPolicy();
|
||||
|
|
@ -724,6 +764,10 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
analyticalStorageTtlSelectionBaseline: analyticalStorageTtlSelection,
|
||||
analyticalStorageTtlSeconds: analyticalStorageTtlSeconds,
|
||||
analyticalStorageTtlSecondsBaseline: analyticalStorageTtlSeconds,
|
||||
vectorEmbeddingPolicy: vectorEmbeddingPolicy,
|
||||
vectorEmbeddingPolicyBaseline: vectorEmbeddingPolicy,
|
||||
fullTextPolicy: fullTextPolicy,
|
||||
fullTextPolicyBaseline: fullTextPolicy,
|
||||
indexingPolicyContent: indexingPolicyContent,
|
||||
indexingPolicyContentBaseline: indexingPolicyContent,
|
||||
conflictResolutionPolicyMode: conflictResolutionPolicyMode,
|
||||
|
|
@ -854,6 +898,7 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
|
||||
if (
|
||||
this.state.isSubSettingsSaveable ||
|
||||
this.state.isContainerPolicyDirty ||
|
||||
this.state.isIndexingPolicyDirty ||
|
||||
this.state.isConflictResolutionDirty ||
|
||||
this.state.isComputedPropertiesDirty
|
||||
|
|
@ -875,6 +920,10 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
const wasIndexingPolicyModified = this.state.isIndexingPolicyDirty;
|
||||
newCollection.defaultTtl = defaultTtl;
|
||||
|
||||
newCollection.vectorEmbeddingPolicy = this.state.vectorEmbeddingPolicy;
|
||||
|
||||
newCollection.fullTextPolicy = this.state.fullTextPolicy;
|
||||
|
||||
newCollection.indexingPolicy = this.state.indexingPolicyContent;
|
||||
|
||||
newCollection.changeFeedPolicy =
|
||||
|
|
@ -913,6 +962,8 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
this.collection.changeFeedPolicy(updatedCollection.changeFeedPolicy);
|
||||
this.collection.geospatialConfig(updatedCollection.geospatialConfig);
|
||||
this.collection.computedProperties(updatedCollection.computedProperties);
|
||||
this.collection.vectorEmbeddingPolicy(updatedCollection.vectorEmbeddingPolicy);
|
||||
this.collection.fullTextPolicy(updatedCollection.fullTextPolicy);
|
||||
|
||||
if (wasIndexingPolicyModified) {
|
||||
await this.refreshIndexTransformationProgress();
|
||||
|
|
@ -921,6 +972,7 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
this.setState({
|
||||
isSubSettingsSaveable: false,
|
||||
isSubSettingsDiscardable: false,
|
||||
isContainerPolicyDirty: false,
|
||||
isIndexingPolicyDirty: false,
|
||||
isConflictResolutionDirty: false,
|
||||
isComputedPropertiesDirty: false,
|
||||
|
|
@ -1091,6 +1143,21 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
onSubSettingsDiscardableChange: this.onSubSettingsDiscardableChange,
|
||||
};
|
||||
|
||||
const containerPolicyComponentProps: ContainerPolicyComponentProps = {
|
||||
vectorEmbeddingPolicy: this.state.vectorEmbeddingPolicy,
|
||||
vectorEmbeddingPolicyBaseline: this.state.vectorEmbeddingPolicyBaseline,
|
||||
onVectorEmbeddingPolicyChange: this.onVectorEmbeddingPolicyChange,
|
||||
onVectorEmbeddingPolicyDirtyChange: this.onVectorEmbeddingPolicyDirtyChange,
|
||||
isVectorSearchEnabled: this.isVectorSearchEnabled,
|
||||
fullTextPolicy: this.state.fullTextPolicy,
|
||||
fullTextPolicyBaseline: this.state.fullTextPolicyBaseline,
|
||||
onFullTextPolicyChange: this.onFullTextPolicyChange,
|
||||
onFullTextPolicyDirtyChange: this.onFullTextPolicyDirtyChange,
|
||||
isFullTextSearchEnabled: this.isFullTextSearchEnabled,
|
||||
shouldDiscardContainerPolicies: this.state.shouldDiscardContainerPolicies,
|
||||
resetShouldDiscardContainerPolicyChange: this.resetShouldDiscardContainerPolicies,
|
||||
};
|
||||
|
||||
const indexingPolicyComponentProps: IndexingPolicyComponentProps = {
|
||||
shouldDiscardIndexingPolicy: this.state.shouldDiscardIndexingPolicy,
|
||||
resetShouldDiscardIndexingPolicy: this.resetShouldDiscardIndexingPolicy,
|
||||
|
|
@ -1148,10 +1215,6 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
explorer: this.props.settingsTab.getContainer(),
|
||||
};
|
||||
|
||||
const containerVectorPolicyProps: ContainerVectorPolicyComponentProps = {
|
||||
vectorEmbeddingPolicy: this.collection.rawDataModel?.vectorEmbeddingPolicy,
|
||||
};
|
||||
|
||||
const tabs: SettingsV2TabInfo[] = [];
|
||||
if (!hasDatabaseSharedThroughput(this.collection) && this.offer) {
|
||||
tabs.push({
|
||||
|
|
@ -1165,10 +1228,10 @@ export class SettingsComponent extends React.Component<SettingsComponentProps, S
|
|||
content: <SubSettingsComponent {...subSettingsComponentProps} />,
|
||||
});
|
||||
|
||||
if (this.isVectorSearchEnabled) {
|
||||
if (this.isVectorSearchEnabled || this.isFullTextSearchEnabled) {
|
||||
tabs.push({
|
||||
tab: SettingsV2TabTypes.ContainerVectorPolicyTab,
|
||||
content: <ContainerVectorPolicyComponent {...containerVectorPolicyProps} />,
|
||||
content: <ContainerPolicyComponent {...containerPolicyComponentProps} />,
|
||||
});
|
||||
}
|
||||
|
||||
|
|
|
|||
|
|
@ -0,0 +1,6 @@
|
|||
import "@testing-library/jest-dom";
|
||||
|
||||
describe("ContainerPolicyComponent", () => {
|
||||
//CTODO: add tests
|
||||
it.skip("should render correctly", () => {});
|
||||
});
|
||||
|
|
@ -0,0 +1,163 @@
|
|||
import { DefaultButton, Pivot, PivotItem, Stack } from "@fluentui/react";
|
||||
import { FullTextPolicy, VectorEmbedding, VectorEmbeddingPolicy } from "Contracts/DataModels";
|
||||
import {
|
||||
FullTextPoliciesComponent,
|
||||
getFullTextLanguageOptions,
|
||||
} from "Explorer/Controls/FullTextSeach/FullTextPoliciesComponent";
|
||||
import { titleAndInputStackProps } from "Explorer/Controls/Settings/SettingsRenderUtils";
|
||||
import { ContainerPolicyTabTypes, isDirty } from "Explorer/Controls/Settings/SettingsUtils";
|
||||
import { VectorEmbeddingPoliciesComponent } from "Explorer/Controls/VectorSearch/VectorEmbeddingPoliciesComponent";
|
||||
import React from "react";
|
||||
|
||||
export interface ContainerPolicyComponentProps {
|
||||
vectorEmbeddingPolicy: VectorEmbeddingPolicy;
|
||||
vectorEmbeddingPolicyBaseline: VectorEmbeddingPolicy;
|
||||
onVectorEmbeddingPolicyChange: (newVectorEmbeddingPolicy: VectorEmbeddingPolicy) => void;
|
||||
onVectorEmbeddingPolicyDirtyChange: (isVectorEmbeddingPolicyDirty: boolean) => void;
|
||||
isVectorSearchEnabled: boolean;
|
||||
fullTextPolicy: FullTextPolicy;
|
||||
fullTextPolicyBaseline: FullTextPolicy;
|
||||
onFullTextPolicyChange: (newFullTextPolicy: FullTextPolicy) => void;
|
||||
onFullTextPolicyDirtyChange: (isFullTextPolicyDirty: boolean) => void;
|
||||
isFullTextSearchEnabled: boolean;
|
||||
shouldDiscardContainerPolicies: boolean;
|
||||
resetShouldDiscardContainerPolicyChange: () => void;
|
||||
}
|
||||
|
||||
export const ContainerPolicyComponent: React.FC<ContainerPolicyComponentProps> = ({
|
||||
vectorEmbeddingPolicy,
|
||||
vectorEmbeddingPolicyBaseline,
|
||||
onVectorEmbeddingPolicyChange,
|
||||
onVectorEmbeddingPolicyDirtyChange,
|
||||
isVectorSearchEnabled,
|
||||
fullTextPolicy,
|
||||
fullTextPolicyBaseline,
|
||||
onFullTextPolicyChange,
|
||||
onFullTextPolicyDirtyChange,
|
||||
isFullTextSearchEnabled,
|
||||
shouldDiscardContainerPolicies,
|
||||
resetShouldDiscardContainerPolicyChange,
|
||||
}) => {
|
||||
const [selectedTab, setSelectedTab] = React.useState<ContainerPolicyTabTypes>(
|
||||
ContainerPolicyTabTypes.VectorPolicyTab,
|
||||
);
|
||||
const [vectorEmbeddings, setVectorEmbeddings] = React.useState<VectorEmbedding[]>();
|
||||
const [vectorEmbeddingsBaseline, setVectorEmbeddingsBaseline] = React.useState<VectorEmbedding[]>();
|
||||
const [discardVectorChanges, setDiscardVectorChanges] = React.useState<boolean>(false);
|
||||
const [fullTextSearchPolicy, setFullTextSearchPolicy] = React.useState<FullTextPolicy>();
|
||||
const [fullTextSearchPolicyBaseline, setFullTextSearchPolicyBaseline] = React.useState<FullTextPolicy>();
|
||||
const [discardFullTextChanges, setDiscardFullTextChanges] = React.useState<boolean>(false);
|
||||
|
||||
React.useEffect(() => {
|
||||
setVectorEmbeddings(vectorEmbeddingPolicy?.vectorEmbeddings);
|
||||
setVectorEmbeddingsBaseline(vectorEmbeddingPolicyBaseline?.vectorEmbeddings);
|
||||
}, [vectorEmbeddingPolicy]);
|
||||
|
||||
React.useEffect(() => {
|
||||
setFullTextSearchPolicy(fullTextPolicy);
|
||||
setFullTextSearchPolicyBaseline(fullTextPolicyBaseline);
|
||||
}, [fullTextPolicy, fullTextPolicyBaseline]);
|
||||
|
||||
React.useEffect(() => {
|
||||
if (shouldDiscardContainerPolicies) {
|
||||
setVectorEmbeddings(vectorEmbeddingPolicyBaseline?.vectorEmbeddings);
|
||||
setDiscardVectorChanges(true);
|
||||
setFullTextSearchPolicy(fullTextPolicyBaseline);
|
||||
setDiscardFullTextChanges(true);
|
||||
resetShouldDiscardContainerPolicyChange();
|
||||
}
|
||||
});
|
||||
|
||||
const checkAndSendVectorEmbeddingPoliciesToSettings = (newVectorEmbeddings: VectorEmbedding[]): void => {
|
||||
if (isDirty(newVectorEmbeddings, vectorEmbeddingsBaseline)) {
|
||||
onVectorEmbeddingPolicyDirtyChange(true);
|
||||
onVectorEmbeddingPolicyChange({ vectorEmbeddings: newVectorEmbeddings });
|
||||
} else {
|
||||
resetShouldDiscardContainerPolicyChange();
|
||||
}
|
||||
};
|
||||
|
||||
const checkAndSendFullTextPolicyToSettings = (newFullTextPolicy: FullTextPolicy): void => {
|
||||
if (isDirty(newFullTextPolicy, fullTextSearchPolicyBaseline)) {
|
||||
onFullTextPolicyDirtyChange(true);
|
||||
onFullTextPolicyChange(newFullTextPolicy);
|
||||
} else {
|
||||
resetShouldDiscardContainerPolicyChange();
|
||||
}
|
||||
};
|
||||
|
||||
const onVectorChangesDiscarded = (): void => {
|
||||
setDiscardVectorChanges(false);
|
||||
};
|
||||
|
||||
const onFullTextChangesDiscarded = (): void => {
|
||||
setDiscardFullTextChanges(false);
|
||||
};
|
||||
|
||||
const onPivotChange = (item: PivotItem): void => {
|
||||
const selectedTab = ContainerPolicyTabTypes[item.props.itemKey as keyof typeof ContainerPolicyTabTypes];
|
||||
setSelectedTab(selectedTab);
|
||||
};
|
||||
|
||||
return (
|
||||
<div>
|
||||
<Pivot onLinkClick={onPivotChange} selectedKey={ContainerPolicyTabTypes[selectedTab]}>
|
||||
{isVectorSearchEnabled && (
|
||||
<PivotItem
|
||||
itemKey={ContainerPolicyTabTypes[ContainerPolicyTabTypes.VectorPolicyTab]}
|
||||
style={{ marginTop: 20 }}
|
||||
headerText="Vector Policy"
|
||||
>
|
||||
<Stack {...titleAndInputStackProps} styles={{ root: { position: "relative", maxWidth: "400px" } }}>
|
||||
{vectorEmbeddings && (
|
||||
<VectorEmbeddingPoliciesComponent
|
||||
disabled={true}
|
||||
vectorEmbeddings={vectorEmbeddings}
|
||||
vectorIndexes={undefined}
|
||||
onVectorEmbeddingChange={(vectorEmbeddings: VectorEmbedding[]) =>
|
||||
checkAndSendVectorEmbeddingPoliciesToSettings(vectorEmbeddings)
|
||||
}
|
||||
discardChanges={discardVectorChanges}
|
||||
onChangesDiscarded={onVectorChangesDiscarded}
|
||||
/>
|
||||
)}
|
||||
</Stack>
|
||||
</PivotItem>
|
||||
)}
|
||||
{isFullTextSearchEnabled && (
|
||||
<PivotItem
|
||||
itemKey={ContainerPolicyTabTypes[ContainerPolicyTabTypes.FullTextPolicyTab]}
|
||||
style={{ marginTop: 20 }}
|
||||
headerText="Full Text Policy"
|
||||
>
|
||||
<Stack {...titleAndInputStackProps} styles={{ root: { position: "relative", maxWidth: "400px" } }}>
|
||||
{fullTextSearchPolicy ? (
|
||||
<FullTextPoliciesComponent
|
||||
fullTextPolicy={fullTextSearchPolicy}
|
||||
onFullTextPathChange={(newFullTextPolicy: FullTextPolicy) =>
|
||||
checkAndSendFullTextPolicyToSettings(newFullTextPolicy)
|
||||
}
|
||||
discardChanges={discardFullTextChanges}
|
||||
onChangesDiscarded={onFullTextChangesDiscarded}
|
||||
/>
|
||||
) : (
|
||||
<DefaultButton
|
||||
id={"create-full-text-policy"}
|
||||
styles={{ root: { fontSize: 12 } }}
|
||||
onClick={() => {
|
||||
checkAndSendFullTextPolicyToSettings({
|
||||
defaultLanguage: getFullTextLanguageOptions()[0].key as never,
|
||||
fullTextPaths: [],
|
||||
});
|
||||
}}
|
||||
>
|
||||
Create new full text search policy
|
||||
</DefaultButton>
|
||||
)}
|
||||
</Stack>
|
||||
</PivotItem>
|
||||
)}
|
||||
</Pivot>
|
||||
</div>
|
||||
);
|
||||
};
|
||||
|
|
@ -1,30 +0,0 @@
|
|||
import { Stack } from "@fluentui/react";
|
||||
import { VectorEmbeddingPolicy } from "Contracts/DataModels";
|
||||
import { EditorReact } from "Explorer/Controls/Editor/EditorReact";
|
||||
import { titleAndInputStackProps } from "Explorer/Controls/Settings/SettingsRenderUtils";
|
||||
import React from "react";
|
||||
|
||||
export interface ContainerVectorPolicyComponentProps {
|
||||
vectorEmbeddingPolicy: VectorEmbeddingPolicy;
|
||||
}
|
||||
|
||||
export const ContainerVectorPolicyComponent: React.FC<ContainerVectorPolicyComponentProps> = ({
|
||||
vectorEmbeddingPolicy,
|
||||
}) => {
|
||||
return (
|
||||
<Stack {...titleAndInputStackProps} styles={{ root: { position: "relative" } }}>
|
||||
<EditorReact
|
||||
language={"json"}
|
||||
content={JSON.stringify(vectorEmbeddingPolicy || {}, null, 4)}
|
||||
isReadOnly={true}
|
||||
wordWrap={"on"}
|
||||
ariaLabel={"Container vector policy"}
|
||||
lineNumbers={"on"}
|
||||
scrollBeyondLastLine={false}
|
||||
className={"settingsV2Editor"}
|
||||
spinnerClassName={"settingsV2EditorSpinner"}
|
||||
fontSize={14}
|
||||
/>
|
||||
</Stack>
|
||||
);
|
||||
};
|
||||
|
|
@ -120,11 +120,6 @@ export class IndexingPolicyComponent extends React.Component<
|
|||
indexTransformationProgress={this.props.indexTransformationProgress}
|
||||
refreshIndexTransformationProgress={this.props.refreshIndexTransformationProgress}
|
||||
/>
|
||||
{this.props.isVectorSearchEnabled && (
|
||||
<MessageBar messageBarType={MessageBarType.severeWarning}>
|
||||
Container vector policies and vector indexes are not modifiable after container creation
|
||||
</MessageBar>
|
||||
)}
|
||||
{isDirty(this.props.indexingPolicyContent, this.props.indexingPolicyContentBaseline) && (
|
||||
<MessageBar messageBarType={MessageBarType.warning}>{unsavedEditorWarningMessage("indexPolicy")}</MessageBar>
|
||||
)}
|
||||
|
|
|
|||
|
|
@ -4,7 +4,14 @@ import * as ViewModels from "../../../Contracts/ViewModels";
|
|||
import { MongoIndex } from "../../../Utils/arm/generatedClients/cosmos/types";
|
||||
|
||||
const zeroValue = 0;
|
||||
export type isDirtyTypes = boolean | string | number | DataModels.IndexingPolicy | DataModels.ComputedProperties;
|
||||
export type isDirtyTypes =
|
||||
| boolean
|
||||
| string
|
||||
| number
|
||||
| DataModels.IndexingPolicy
|
||||
| DataModels.ComputedProperties
|
||||
| DataModels.VectorEmbedding[]
|
||||
| DataModels.FullTextPolicy;
|
||||
export const TtlOff = "off";
|
||||
export const TtlOn = "on";
|
||||
export const TtlOnNoDefault = "on-nodefault";
|
||||
|
|
@ -50,6 +57,11 @@ export enum SettingsV2TabTypes {
|
|||
ContainerVectorPolicyTab,
|
||||
}
|
||||
|
||||
export enum ContainerPolicyTabTypes {
|
||||
VectorPolicyTab,
|
||||
FullTextPolicyTab,
|
||||
}
|
||||
|
||||
export interface IsComponentDirtyResult {
|
||||
isSaveable: boolean;
|
||||
isDiscardable: boolean;
|
||||
|
|
@ -154,7 +166,7 @@ export const getTabTitle = (tab: SettingsV2TabTypes): string => {
|
|||
case SettingsV2TabTypes.ComputedPropertiesTab:
|
||||
return "Computed Properties";
|
||||
case SettingsV2TabTypes.ContainerVectorPolicyTab:
|
||||
return "Container Vector Policy (preview)";
|
||||
return "Container Policies";
|
||||
default:
|
||||
throw new Error(`Unknown tab ${tab}`);
|
||||
}
|
||||
|
|
|
|||
|
|
@ -46,6 +46,8 @@ export const collection = {
|
|||
query: "query",
|
||||
},
|
||||
]),
|
||||
vectorEmbeddingPolicy: ko.observable<DataModels.VectorEmbeddingPolicy>({} as DataModels.VectorEmbeddingPolicy),
|
||||
fullTextPolicy: ko.observable<DataModels.FullTextPolicy>({} as DataModels.FullTextPolicy),
|
||||
readSettings: () => {
|
||||
return;
|
||||
},
|
||||
|
|
|
|||
|
|
@ -55,6 +55,7 @@ exports[`SettingsComponent renders 1`] = `
|
|||
},
|
||||
"databaseId": "test",
|
||||
"defaultTtl": [Function],
|
||||
"fullTextPolicy": [Function],
|
||||
"geospatialConfig": [Function],
|
||||
"getDatabase": [Function],
|
||||
"id": [Function],
|
||||
|
|
@ -71,6 +72,7 @@ exports[`SettingsComponent renders 1`] = `
|
|||
"readSettings": [Function],
|
||||
"uniqueKeyPolicy": {},
|
||||
"usageSizeInKB": [Function],
|
||||
"vectorEmbeddingPolicy": [Function],
|
||||
}
|
||||
}
|
||||
isAutoPilotSelected={false}
|
||||
|
|
@ -132,6 +134,7 @@ exports[`SettingsComponent renders 1`] = `
|
|||
},
|
||||
"databaseId": "test",
|
||||
"defaultTtl": [Function],
|
||||
"fullTextPolicy": [Function],
|
||||
"geospatialConfig": [Function],
|
||||
"getDatabase": [Function],
|
||||
"id": [Function],
|
||||
|
|
@ -148,6 +151,7 @@ exports[`SettingsComponent renders 1`] = `
|
|||
"readSettings": [Function],
|
||||
"uniqueKeyPolicy": {},
|
||||
"usageSizeInKB": [Function],
|
||||
"vectorEmbeddingPolicy": [Function],
|
||||
}
|
||||
}
|
||||
displayedTtlSeconds="5"
|
||||
|
|
@ -249,6 +253,7 @@ exports[`SettingsComponent renders 1`] = `
|
|||
},
|
||||
"databaseId": "test",
|
||||
"defaultTtl": [Function],
|
||||
"fullTextPolicy": [Function],
|
||||
"geospatialConfig": [Function],
|
||||
"getDatabase": [Function],
|
||||
"id": [Function],
|
||||
|
|
@ -265,6 +270,7 @@ exports[`SettingsComponent renders 1`] = `
|
|||
"readSettings": [Function],
|
||||
"uniqueKeyPolicy": {},
|
||||
"usageSizeInKB": [Function],
|
||||
"vectorEmbeddingPolicy": [Function],
|
||||
}
|
||||
}
|
||||
explorer={
|
||||
|
|
|
|||
|
|
@ -2,7 +2,7 @@ import "@testing-library/jest-dom";
|
|||
import { RenderResult, fireEvent, render, screen, waitFor } from "@testing-library/react";
|
||||
import { VectorEmbedding, VectorIndex } from "Contracts/DataModels";
|
||||
import React from "react";
|
||||
import { AddVectorEmbeddingPolicyForm } from "./AddVectorEmbeddingPolicyForm";
|
||||
import { VectorEmbeddingPoliciesComponent } from "./VectorEmbeddingPoliciesComponent";
|
||||
|
||||
const mockVectorEmbedding: VectorEmbedding[] = [
|
||||
{ path: "/vector1", dataType: "float32", distanceFunction: "euclidean", dimensions: 0 },
|
||||
|
|
@ -17,9 +17,9 @@ describe("AddVectorEmbeddingPolicyForm", () => {
|
|||
|
||||
beforeEach(() => {
|
||||
component = render(
|
||||
<AddVectorEmbeddingPolicyForm
|
||||
vectorEmbedding={mockVectorEmbedding}
|
||||
vectorIndex={mockVectorIndex}
|
||||
<VectorEmbeddingPoliciesComponent
|
||||
vectorEmbeddings={mockVectorEmbedding}
|
||||
vectorIndexes={mockVectorIndex}
|
||||
onVectorEmbeddingChange={mockOnVectorEmbeddingChange}
|
||||
/>,
|
||||
);
|
||||
|
|
@ -36,7 +36,7 @@ describe("AddVectorEmbeddingPolicyForm", () => {
|
|||
});
|
||||
|
||||
test("calls onDelete when delete button is clicked", async () => {
|
||||
const deleteButton = component.container.querySelector("#delete-vector-policy-1");
|
||||
const deleteButton = component.container.querySelector("#delete-Vector-embedding-1");
|
||||
fireEvent.click(deleteButton);
|
||||
expect(mockOnVectorEmbeddingChange).toHaveBeenCalled();
|
||||
expect(screen.queryByText("Vector embedding 1")).toBeNull();
|
||||
|
|
@ -49,21 +49,19 @@ describe("AddVectorEmbeddingPolicyForm", () => {
|
|||
|
||||
test("validates input correctly", async () => {
|
||||
fireEvent.change(screen.getByPlaceholderText("/vector1"), { target: { value: "" } });
|
||||
await waitFor(() => expect(screen.getByText("Vector embedding path should not be empty")).toBeInTheDocument(), {
|
||||
await waitFor(() => expect(screen.getByText("Path should not be empty")).toBeInTheDocument(), {
|
||||
timeout: 1500,
|
||||
});
|
||||
await waitFor(
|
||||
() =>
|
||||
expect(
|
||||
screen.getByText("Vector embedding dimension must be greater than 0 and less than or equal 4096"),
|
||||
).toBeInTheDocument(),
|
||||
expect(screen.getByText("Dimension must be greater than 0 and less than or equal 4096")).toBeInTheDocument(),
|
||||
{
|
||||
timeout: 1500,
|
||||
},
|
||||
);
|
||||
fireEvent.change(component.container.querySelector("#vector-policy-dimension-1"), { target: { value: "4096" } });
|
||||
fireEvent.change(screen.getByPlaceholderText("/vector1"), { target: { value: "/vector1" } });
|
||||
await waitFor(() => expect(screen.queryByText("Vector embedding path should not be empty")).toBeNull(), {
|
||||
await waitFor(() => expect(screen.queryByText("Path should not be empty")).toBeNull(), {
|
||||
timeout: 1500,
|
||||
});
|
||||
await waitFor(
|
||||
|
|
@ -0,0 +1,470 @@
|
|||
import {
|
||||
DefaultButton,
|
||||
Dropdown,
|
||||
IDropdownOption,
|
||||
IStyleFunctionOrObject,
|
||||
ITextFieldStyleProps,
|
||||
ITextFieldStyles,
|
||||
Label,
|
||||
Stack,
|
||||
TextField,
|
||||
} from "@fluentui/react";
|
||||
import { VectorEmbedding, VectorIndex } from "Contracts/DataModels";
|
||||
import { CollapsibleSectionComponent } from "Explorer/Controls/CollapsiblePanel/CollapsibleSectionComponent";
|
||||
import {
|
||||
getDataTypeOptions,
|
||||
getDistanceFunctionOptions,
|
||||
getIndexTypeOptions,
|
||||
} from "Explorer/Controls/VectorSearch/VectorSearchUtils";
|
||||
import React, { FunctionComponent, useState } from "react";
|
||||
|
||||
export interface IVectorEmbeddingPoliciesComponentProps {
|
||||
vectorEmbeddings: VectorEmbedding[];
|
||||
onVectorEmbeddingChange: (
|
||||
vectorEmbeddings: VectorEmbedding[],
|
||||
vectorIndexingPolicies: VectorIndex[],
|
||||
validationPassed: boolean,
|
||||
) => void;
|
||||
vectorIndexes?: VectorIndex[];
|
||||
discardChanges?: boolean;
|
||||
onChangesDiscarded?: () => void;
|
||||
disabled?: boolean;
|
||||
}
|
||||
|
||||
export interface VectorEmbeddingPolicyData {
|
||||
path: string;
|
||||
dataType: VectorEmbedding["dataType"];
|
||||
distanceFunction: VectorEmbedding["distanceFunction"];
|
||||
dimensions: number;
|
||||
indexType: VectorIndex["type"] | "none";
|
||||
pathError: string;
|
||||
dimensionsError: string;
|
||||
diskANNShardKey?: string;
|
||||
diskANNShardKeyError?: string;
|
||||
indexingSearchListSize?: number;
|
||||
indexingSearchListSizeError?: string;
|
||||
quantizationByteSize?: number;
|
||||
quantizationByteSizeError?: string;
|
||||
}
|
||||
|
||||
type VectorEmbeddingPolicyProperty = "dataType" | "distanceFunction" | "indexType";
|
||||
|
||||
const labelStyles = {
|
||||
root: {
|
||||
fontSize: 12,
|
||||
},
|
||||
};
|
||||
|
||||
const textFieldStyles: IStyleFunctionOrObject<ITextFieldStyleProps, ITextFieldStyles> = {
|
||||
fieldGroup: {
|
||||
height: 27,
|
||||
},
|
||||
field: {
|
||||
fontSize: 12,
|
||||
padding: "0 8px",
|
||||
},
|
||||
};
|
||||
|
||||
const dropdownStyles = {
|
||||
title: {
|
||||
height: 27,
|
||||
lineHeight: "24px",
|
||||
fontSize: 12,
|
||||
},
|
||||
dropdown: {
|
||||
height: 27,
|
||||
lineHeight: "24px",
|
||||
},
|
||||
dropdownItem: {
|
||||
fontSize: 12,
|
||||
},
|
||||
};
|
||||
|
||||
export const VectorEmbeddingPoliciesComponent: FunctionComponent<IVectorEmbeddingPoliciesComponentProps> = ({
|
||||
vectorEmbeddings,
|
||||
vectorIndexes,
|
||||
onVectorEmbeddingChange,
|
||||
discardChanges,
|
||||
onChangesDiscarded,
|
||||
disabled,
|
||||
}): JSX.Element => {
|
||||
const onVectorEmbeddingPathError = (path: string, index?: number): string => {
|
||||
let error = "";
|
||||
if (!path) {
|
||||
error = "Path should not be empty";
|
||||
}
|
||||
if (
|
||||
index >= 0 &&
|
||||
vectorEmbeddingPolicyData?.find(
|
||||
(vectorEmbedding: VectorEmbeddingPolicyData, dataIndex: number) =>
|
||||
dataIndex !== index && vectorEmbedding.path === path,
|
||||
)
|
||||
) {
|
||||
error = "Path is already defined";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
const onVectorEmbeddingDimensionError = (dimension: number, indexType: VectorIndex["type"] | "none"): string => {
|
||||
let error = "";
|
||||
if (dimension <= 0 || dimension > 4096) {
|
||||
error = "Dimension must be greater than 0 and less than or equal 4096";
|
||||
}
|
||||
if (indexType === "flat" && dimension > 505) {
|
||||
error = "Maximum allowed dimension for flat index is 505";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
const onQuantizationByteSizeError = (size: number): string => {
|
||||
let error = "";
|
||||
if (size < 1 || size > 512) {
|
||||
error = "Quantization byte size must be greater than 0 and less than or equal to 512";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
const onIndexingSearchListSizeError = (size: number): string => {
|
||||
let error = "";
|
||||
if (size < 25 || size > 500) {
|
||||
error = "Indexing search list size must be greater than or equal to 25 and less than or equal to 500";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
//TODO: no restrictions yet due to this field being removed for now.
|
||||
// Uncomment and replace with validation code when field is reinstated
|
||||
// const onDiskANNShardKeyError = (shardKey: string): string => {
|
||||
// return "";
|
||||
// };
|
||||
|
||||
const initializeData = (vectorEmbeddings: VectorEmbedding[], vectorIndexes: VectorIndex[]) => {
|
||||
const mergedData: VectorEmbeddingPolicyData[] = [];
|
||||
vectorEmbeddings.forEach((embedding) => {
|
||||
const matchingIndex = displayIndexes ? vectorIndexes.find((index) => index.path === embedding.path) : undefined;
|
||||
mergedData.push({
|
||||
...embedding,
|
||||
indexType: matchingIndex?.type || "none",
|
||||
indexingSearchListSize: matchingIndex?.indexingSearchListSize || undefined,
|
||||
quantizationByteSize: matchingIndex?.quantizationByteSize || undefined,
|
||||
pathError: onVectorEmbeddingPathError(embedding.path),
|
||||
dimensionsError: onVectorEmbeddingDimensionError(embedding.dimensions, matchingIndex?.type || "none"),
|
||||
});
|
||||
});
|
||||
return mergedData;
|
||||
};
|
||||
|
||||
const [displayIndexes] = useState<boolean>(!!vectorIndexes);
|
||||
const [vectorEmbeddingPolicyData, setVectorEmbeddingPolicyData] = useState<VectorEmbeddingPolicyData[]>(
|
||||
initializeData(vectorEmbeddings, vectorIndexes),
|
||||
);
|
||||
|
||||
React.useEffect(() => {
|
||||
propagateData();
|
||||
}, [vectorEmbeddingPolicyData]);
|
||||
|
||||
React.useEffect(() => {
|
||||
if (discardChanges) {
|
||||
setVectorEmbeddingPolicyData(initializeData(vectorEmbeddings, vectorIndexes));
|
||||
onChangesDiscarded();
|
||||
}
|
||||
}, [discardChanges]);
|
||||
|
||||
const propagateData = () => {
|
||||
const vectorEmbeddings: VectorEmbedding[] = vectorEmbeddingPolicyData.map((policy: VectorEmbeddingPolicyData) => ({
|
||||
path: policy.path,
|
||||
dataType: policy.dataType,
|
||||
dimensions: policy.dimensions,
|
||||
distanceFunction: policy.distanceFunction,
|
||||
}));
|
||||
const vectorIndexes: VectorIndex[] = vectorEmbeddingPolicyData
|
||||
.filter((policy: VectorEmbeddingPolicyData) => policy.indexType !== "none")
|
||||
.map(
|
||||
(policy) =>
|
||||
({
|
||||
path: policy.path,
|
||||
type: policy.indexType,
|
||||
indexingSearchListSize: policy.indexingSearchListSize,
|
||||
quantizationByteSize: policy.quantizationByteSize,
|
||||
}) as VectorIndex,
|
||||
);
|
||||
const validationPassed = vectorEmbeddingPolicyData.every(
|
||||
(policy: VectorEmbeddingPolicyData) => policy.pathError === "" && policy.dimensionsError === "",
|
||||
);
|
||||
onVectorEmbeddingChange(vectorEmbeddings, vectorIndexes, validationPassed);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingPathChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = event.target.value.trim();
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
if (!vectorEmbeddings[index]?.path && !value.startsWith("/")) {
|
||||
vectorEmbeddings[index].path = "/" + value;
|
||||
} else {
|
||||
vectorEmbeddings[index].path = value;
|
||||
}
|
||||
const error = onVectorEmbeddingPathError(value, index);
|
||||
vectorEmbeddings[index].pathError = error;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingDimensionsChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = parseInt(event.target.value.trim()) || 0;
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
const vectorEmbedding = vectorEmbeddings[index];
|
||||
vectorEmbeddings[index].dimensions = value;
|
||||
const error = onVectorEmbeddingDimensionError(value, vectorEmbedding.indexType);
|
||||
vectorEmbeddings[index].dimensionsError = error;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingIndexTypeChange = (index: number, option: IDropdownOption): void => {
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
const vectorEmbedding = vectorEmbeddings[index];
|
||||
vectorEmbeddings[index].indexType = option.key as never;
|
||||
const error = onVectorEmbeddingDimensionError(vectorEmbedding.dimensions, vectorEmbedding.indexType);
|
||||
vectorEmbeddings[index].dimensionsError = error;
|
||||
if (vectorEmbedding.indexType === "diskANN") {
|
||||
vectorEmbedding.indexingSearchListSize = 100;
|
||||
} else {
|
||||
vectorEmbedding.indexingSearchListSize = undefined;
|
||||
}
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onQuantizationByteSizeChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = parseInt(event.target.value.trim()) || 0;
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
vectorEmbeddings[index].quantizationByteSize = value;
|
||||
vectorEmbeddings[index].quantizationByteSizeError = onQuantizationByteSizeError(value);
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onIndexingSearchListSizeChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = parseInt(event.target.value.trim()) || 0;
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
vectorEmbeddings[index].indexingSearchListSize = value;
|
||||
vectorEmbeddings[index].indexingSearchListSizeError = onIndexingSearchListSizeError(value);
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
// TODO: uncomment after Ignite
|
||||
// DiskANNShardKey was removed for Ignite due to backend problems. Leaving this here as it will be reinstated immediately after Ignite
|
||||
// const onDiskANNShardKeyChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
// const value = event.target.value.trim();
|
||||
// const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
// if (!vectorEmbeddings[index]?.diskANNShardKey && !value.startsWith("/")) {
|
||||
// vectorEmbeddings[index].diskANNShardKey = "/" + value;
|
||||
// } else {
|
||||
// vectorEmbeddings[index].diskANNShardKey = value;
|
||||
// }
|
||||
// const error = onDiskANNShardKeyError(value);
|
||||
// vectorEmbeddings[index].diskANNShardKeyError = error;
|
||||
// setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
// }
|
||||
|
||||
const onVectorEmbeddingPolicyChange = (
|
||||
index: number,
|
||||
option: IDropdownOption,
|
||||
property: VectorEmbeddingPolicyProperty,
|
||||
): void => {
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
vectorEmbeddings[index][property] = option.key as never;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onAdd = () => {
|
||||
setVectorEmbeddingPolicyData([
|
||||
...vectorEmbeddingPolicyData,
|
||||
{
|
||||
path: "",
|
||||
dataType: "float32",
|
||||
distanceFunction: "euclidean",
|
||||
dimensions: 0,
|
||||
indexType: "none",
|
||||
pathError: onVectorEmbeddingPathError(""),
|
||||
dimensionsError: onVectorEmbeddingDimensionError(0, "none"),
|
||||
},
|
||||
]);
|
||||
};
|
||||
|
||||
const onDelete = (index: number) => {
|
||||
const vectorEmbeddings = vectorEmbeddingPolicyData.filter((_uniqueKey, j) => index !== j);
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
return (
|
||||
<Stack tokens={{ childrenGap: 4 }}>
|
||||
{vectorEmbeddingPolicyData &&
|
||||
vectorEmbeddingPolicyData.length > 0 &&
|
||||
vectorEmbeddingPolicyData.map((vectorEmbeddingPolicy: VectorEmbeddingPolicyData, index: number) => (
|
||||
<CollapsibleSectionComponent
|
||||
disabled={disabled}
|
||||
key={index}
|
||||
isExpandedByDefault={true}
|
||||
title={`Vector embedding ${index + 1}`}
|
||||
showDelete={true}
|
||||
onDelete={() => onDelete(index)}
|
||||
>
|
||||
<Stack horizontal tokens={{ childrenGap: 4 }}>
|
||||
<Stack
|
||||
styles={{
|
||||
root: {
|
||||
margin: "0 0 6px 20px !important",
|
||||
paddingLeft: 20,
|
||||
width: "80%",
|
||||
borderLeft: "1px solid",
|
||||
},
|
||||
}}
|
||||
>
|
||||
<Stack>
|
||||
<Label disabled={disabled} styles={labelStyles}>
|
||||
Path
|
||||
</Label>
|
||||
<TextField
|
||||
disabled={disabled}
|
||||
id={`vector-policy-path-${index + 1}`}
|
||||
required={true}
|
||||
placeholder="/vector1"
|
||||
styles={textFieldStyles}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) => onVectorEmbeddingPathChange(index, event)}
|
||||
value={vectorEmbeddingPolicy.path || ""}
|
||||
errorMessage={vectorEmbeddingPolicy.pathError}
|
||||
/>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label disabled={disabled} styles={labelStyles}>
|
||||
Data type
|
||||
</Label>
|
||||
<Dropdown
|
||||
disabled={disabled}
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getDataTypeOptions()}
|
||||
selectedKey={vectorEmbeddingPolicy.dataType}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onVectorEmbeddingPolicyChange(index, option, "dataType")
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label disabled={disabled} styles={labelStyles}>
|
||||
Distance function
|
||||
</Label>
|
||||
<Dropdown
|
||||
disabled={disabled}
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getDistanceFunctionOptions()}
|
||||
selectedKey={vectorEmbeddingPolicy.distanceFunction}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onVectorEmbeddingPolicyChange(index, option, "distanceFunction")
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label disabled={disabled} styles={labelStyles}>
|
||||
Dimensions
|
||||
</Label>
|
||||
<TextField
|
||||
disabled={disabled}
|
||||
id={`vector-policy-dimension-${index + 1}`}
|
||||
required={true}
|
||||
styles={textFieldStyles}
|
||||
value={String(vectorEmbeddingPolicy.dimensions || 0)}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) =>
|
||||
onVectorEmbeddingDimensionsChange(index, event)
|
||||
}
|
||||
errorMessage={vectorEmbeddingPolicy.dimensionsError}
|
||||
/>
|
||||
</Stack>
|
||||
{displayIndexes && (
|
||||
<Stack>
|
||||
<Label disabled={disabled} styles={labelStyles}>
|
||||
Index type
|
||||
</Label>
|
||||
<Dropdown
|
||||
disabled={disabled}
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getIndexTypeOptions()}
|
||||
selectedKey={vectorEmbeddingPolicy.indexType}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onVectorEmbeddingIndexTypeChange(index, option)
|
||||
}
|
||||
></Dropdown>
|
||||
<Stack style={{ marginLeft: "10px" }}>
|
||||
<Label
|
||||
disabled={
|
||||
disabled ||
|
||||
(vectorEmbeddingPolicy.indexType !== "quantizedFlat" &&
|
||||
vectorEmbeddingPolicy.indexType !== "diskANN")
|
||||
}
|
||||
styles={labelStyles}
|
||||
>
|
||||
Quantization byte size
|
||||
</Label>
|
||||
<TextField
|
||||
disabled={
|
||||
disabled ||
|
||||
(vectorEmbeddingPolicy.indexType !== "quantizedFlat" &&
|
||||
vectorEmbeddingPolicy.indexType !== "diskANN")
|
||||
}
|
||||
id={`vector-policy-quantizationByteSize-${index + 1}`}
|
||||
styles={textFieldStyles}
|
||||
value={String(vectorEmbeddingPolicy.quantizationByteSize || "")}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) =>
|
||||
onQuantizationByteSizeChange(index, event)
|
||||
}
|
||||
/>
|
||||
</Stack>
|
||||
<Stack style={{ marginLeft: "10px" }}>
|
||||
<Label disabled={disabled || vectorEmbeddingPolicy.indexType !== "diskANN"} styles={labelStyles}>
|
||||
Indexing search list size
|
||||
</Label>
|
||||
<TextField
|
||||
disabled={disabled || vectorEmbeddingPolicy.indexType !== "diskANN"}
|
||||
id={`vector-policy-indexingSearchListSize-${index + 1}`}
|
||||
styles={textFieldStyles}
|
||||
value={String(vectorEmbeddingPolicy.indexingSearchListSize || "")}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) =>
|
||||
onIndexingSearchListSizeChange(index, event)
|
||||
}
|
||||
/>
|
||||
</Stack>
|
||||
{/*TODO: uncomment after Ignite */}
|
||||
{/* DiskANNShardKey was removed for Ignite due to backend problems. Leaving this here as it will be reinstated immediately after Ignite
|
||||
<Stack
|
||||
style={{ marginLeft: "10px" }}
|
||||
>
|
||||
<Label
|
||||
disabled={disabled || vectorEmbeddingPolicy.indexType !== "diskANN"}
|
||||
styles={labelStyles}
|
||||
>DiskANN shard key</Label>
|
||||
<TextField
|
||||
disabled={disabled || vectorEmbeddingPolicy.indexType !== "diskANN"}
|
||||
id={`vector-policy-diskANNShardKey-${index + 1}`}
|
||||
styles={textFieldStyles}
|
||||
value={String(vectorEmbeddingPolicy.diskANNShardKey || "")}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) =>
|
||||
onDiskANNShardKeyChange(index, event)
|
||||
}
|
||||
/>
|
||||
</Stack>
|
||||
*/}
|
||||
</Stack>
|
||||
)}
|
||||
</Stack>
|
||||
</Stack>
|
||||
</CollapsibleSectionComponent>
|
||||
))}
|
||||
<DefaultButton
|
||||
disabled={disabled}
|
||||
id={`add-vector-policy`}
|
||||
styles={{ root: { maxWidth: 170, fontSize: 12 } }}
|
||||
onClick={onAdd}
|
||||
>
|
||||
Add vector embedding
|
||||
</DefaultButton>
|
||||
</Stack>
|
||||
);
|
||||
};
|
||||
|
|
@ -21,7 +21,11 @@ import { getNewDatabaseSharedThroughputDefault } from "Common/DatabaseUtility";
|
|||
import { getErrorMessage, getErrorStack } from "Common/ErrorHandlingUtils";
|
||||
import { configContext, Platform } from "ConfigContext";
|
||||
import * as DataModels from "Contracts/DataModels";
|
||||
import { AddVectorEmbeddingPolicyForm } from "Explorer/Panes/VectorSearchPanel/AddVectorEmbeddingPolicyForm";
|
||||
import {
|
||||
FullTextPoliciesComponent,
|
||||
getFullTextLanguageOptions,
|
||||
} from "Explorer/Controls/FullTextSeach/FullTextPoliciesComponent";
|
||||
import { VectorEmbeddingPoliciesComponent } from "Explorer/Controls/VectorSearch/VectorEmbeddingPoliciesComponent";
|
||||
import { useSidePanel } from "hooks/useSidePanel";
|
||||
import { useTeachingBubble } from "hooks/useTeachingBubble";
|
||||
import React from "react";
|
||||
|
|
@ -30,7 +34,12 @@ import { Action } from "Shared/Telemetry/TelemetryConstants";
|
|||
import * as TelemetryProcessor from "Shared/Telemetry/TelemetryProcessor";
|
||||
import { userContext } from "UserContext";
|
||||
import { getCollectionName } from "Utils/APITypeUtils";
|
||||
import { isCapabilityEnabled, isServerlessAccount, isVectorSearchEnabled } from "Utils/CapabilityUtils";
|
||||
import {
|
||||
isCapabilityEnabled,
|
||||
isFullTextSearchEnabled,
|
||||
isServerlessAccount,
|
||||
isVectorSearchEnabled,
|
||||
} from "Utils/CapabilityUtils";
|
||||
import { getUpsellMessage } from "Utils/PricingUtils";
|
||||
import { CollapsibleSectionComponent } from "../Controls/CollapsiblePanel/CollapsibleSectionComponent";
|
||||
import { ThroughputInput } from "../Controls/ThroughputInput/ThroughputInput";
|
||||
|
|
@ -109,6 +118,9 @@ export interface AddCollectionPanelState {
|
|||
vectorIndexingPolicy: DataModels.VectorIndex[];
|
||||
vectorEmbeddingPolicy: DataModels.VectorEmbedding[];
|
||||
vectorPolicyValidated: boolean;
|
||||
fullTextPolicy: DataModels.FullTextPolicy;
|
||||
fullTextIndexes: DataModels.FullTextIndex[];
|
||||
fullTextPolicyValidated: boolean;
|
||||
}
|
||||
|
||||
export class AddCollectionPanel extends React.Component<AddCollectionPanelProps, AddCollectionPanelState> {
|
||||
|
|
@ -147,6 +159,9 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
vectorEmbeddingPolicy: [],
|
||||
vectorIndexingPolicy: [],
|
||||
vectorPolicyValidated: true,
|
||||
fullTextPolicy: { defaultLanguage: getFullTextLanguageOptions()[0].key as never, fullTextPaths: [] },
|
||||
fullTextIndexes: [],
|
||||
fullTextPolicyValidated: true,
|
||||
};
|
||||
}
|
||||
|
||||
|
|
@ -890,9 +905,9 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
>
|
||||
<Stack id="collapsibleVectorPolicySectionContent" styles={{ root: { position: "relative" } }}>
|
||||
<Stack styles={{ root: { paddingLeft: 40 } }}>
|
||||
<AddVectorEmbeddingPolicyForm
|
||||
vectorEmbedding={this.state.vectorEmbeddingPolicy}
|
||||
vectorIndex={this.state.vectorIndexingPolicy}
|
||||
<VectorEmbeddingPoliciesComponent
|
||||
vectorEmbeddings={this.state.vectorEmbeddingPolicy}
|
||||
vectorIndexes={this.state.vectorIndexingPolicy}
|
||||
onVectorEmbeddingChange={(
|
||||
vectorEmbeddingPolicy: DataModels.VectorEmbedding[],
|
||||
vectorIndexingPolicy: DataModels.VectorIndex[],
|
||||
|
|
@ -906,6 +921,34 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
</CollapsibleSectionComponent>
|
||||
</Stack>
|
||||
)}
|
||||
{this.shouldShowFullTextSearchParameters() && (
|
||||
<Stack>
|
||||
<CollapsibleSectionComponent
|
||||
title="Container Full Text Search Policy"
|
||||
isExpandedByDefault={false}
|
||||
onExpand={() => {
|
||||
this.scrollToSection("collapsibleFullTextPolicySectionContent");
|
||||
}}
|
||||
//TODO: uncomment when learn more text becomes available
|
||||
// tooltipContent={this.getContainerFullTextPolicyTooltipContent()}
|
||||
>
|
||||
<Stack id="collapsibleFullTextPolicySectionContent" styles={{ root: { position: "relative" } }}>
|
||||
<Stack styles={{ root: { paddingLeft: 40 } }}>
|
||||
<FullTextPoliciesComponent
|
||||
fullTextPolicy={this.state.fullTextPolicy}
|
||||
onFullTextPathChange={(
|
||||
fullTextPolicy: DataModels.FullTextPolicy,
|
||||
fullTextIndexes: DataModels.FullTextIndex[],
|
||||
fullTextPolicyValidated: boolean,
|
||||
) => {
|
||||
this.setState({ fullTextPolicy, fullTextIndexes, fullTextPolicyValidated });
|
||||
}}
|
||||
/>
|
||||
</Stack>
|
||||
</Stack>
|
||||
</CollapsibleSectionComponent>
|
||||
</Stack>
|
||||
)}
|
||||
{userContext.apiType !== "Tables" && (
|
||||
<CollapsibleSectionComponent
|
||||
title="Advanced"
|
||||
|
|
@ -1211,6 +1254,19 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
);
|
||||
}
|
||||
|
||||
//TODO: uncomment when learn more text becomes available
|
||||
// private getContainerFullTextPolicyTooltipContent(): JSX.Element {
|
||||
// return (
|
||||
// <Text variant="small">
|
||||
// Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore
|
||||
// magna aliqua.{" "}
|
||||
// <Link target="_blank" href="https://aka.ms/CosmosFullTextSearch">
|
||||
// Learn more
|
||||
// </Link>
|
||||
// </Text>
|
||||
// );
|
||||
// }
|
||||
|
||||
private shouldShowCollectionThroughputInput(): boolean {
|
||||
if (isServerlessAccount()) {
|
||||
return false;
|
||||
|
|
@ -1274,6 +1330,10 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
return isVectorSearchEnabled() && (isServerlessAccount() || this.shouldShowCollectionThroughputInput());
|
||||
}
|
||||
|
||||
private shouldShowFullTextSearchParameters() {
|
||||
return isFullTextSearchEnabled() && (isServerlessAccount() || this.shouldShowCollectionThroughputInput());
|
||||
}
|
||||
|
||||
private parseUniqueKeys(): DataModels.UniqueKeyPolicy {
|
||||
if (this.state.uniqueKeys?.length === 0) {
|
||||
return undefined;
|
||||
|
|
@ -1330,11 +1390,18 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
return false;
|
||||
}
|
||||
|
||||
if (this.shouldShowVectorSearchParameters() && !this.state.vectorPolicyValidated) {
|
||||
if (this.shouldShowVectorSearchParameters()) {
|
||||
if (!this.state.vectorPolicyValidated) {
|
||||
this.setState({ errorMessage: "Please fix errors in container vector policy" });
|
||||
return false;
|
||||
}
|
||||
|
||||
if (!this.state.fullTextPolicyValidated) {
|
||||
this.setState({ errorMessage: "Please fix errors in container full text search polilcy" });
|
||||
return false;
|
||||
}
|
||||
}
|
||||
|
||||
return true;
|
||||
}
|
||||
|
||||
|
|
@ -1423,6 +1490,10 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
};
|
||||
}
|
||||
|
||||
if (this.shouldShowFullTextSearchParameters()) {
|
||||
indexingPolicy.fullTextIndexes = this.state.fullTextIndexes;
|
||||
}
|
||||
|
||||
const telemetryData = {
|
||||
database: {
|
||||
id: databaseId,
|
||||
|
|
@ -1482,6 +1553,7 @@ export class AddCollectionPanel extends React.Component<AddCollectionPanelProps,
|
|||
uniqueKeyPolicy,
|
||||
createMongoWildcardIndex: this.state.createMongoWildCardIndex,
|
||||
vectorEmbeddingPolicy,
|
||||
fullTextPolicy: this.state.fullTextPolicy,
|
||||
};
|
||||
|
||||
this.setState({ isExecuting: true });
|
||||
|
|
|
|||
|
|
@ -1,300 +0,0 @@
|
|||
import {
|
||||
DefaultButton,
|
||||
Dropdown,
|
||||
IDropdownOption,
|
||||
IStyleFunctionOrObject,
|
||||
ITextFieldStyleProps,
|
||||
ITextFieldStyles,
|
||||
IconButton,
|
||||
Label,
|
||||
Stack,
|
||||
TextField,
|
||||
} from "@fluentui/react";
|
||||
import { VectorEmbedding, VectorIndex } from "Contracts/DataModels";
|
||||
import { CollapsibleSectionComponent } from "Explorer/Controls/CollapsiblePanel/CollapsibleSectionComponent";
|
||||
import {
|
||||
getDataTypeOptions,
|
||||
getDistanceFunctionOptions,
|
||||
getIndexTypeOptions,
|
||||
} from "Explorer/Panes/VectorSearchPanel/VectorSearchUtils";
|
||||
import React, { FunctionComponent, useState } from "react";
|
||||
|
||||
export interface IAddVectorEmbeddingPolicyFormProps {
|
||||
vectorEmbedding: VectorEmbedding[];
|
||||
vectorIndex: VectorIndex[];
|
||||
onVectorEmbeddingChange: (
|
||||
vectorEmbeddings: VectorEmbedding[],
|
||||
vectorIndexingPolicies: VectorIndex[],
|
||||
validationPassed: boolean,
|
||||
) => void;
|
||||
}
|
||||
|
||||
export interface VectorEmbeddingPolicyData {
|
||||
path: string;
|
||||
dataType: VectorEmbedding["dataType"];
|
||||
distanceFunction: VectorEmbedding["distanceFunction"];
|
||||
dimensions: number;
|
||||
indexType: VectorIndex["type"] | "none";
|
||||
pathError: string;
|
||||
dimensionsError: string;
|
||||
}
|
||||
|
||||
type VectorEmbeddingPolicyProperty = "dataType" | "distanceFunction" | "indexType";
|
||||
|
||||
const textFieldStyles: IStyleFunctionOrObject<ITextFieldStyleProps, ITextFieldStyles> = {
|
||||
fieldGroup: {
|
||||
height: 27,
|
||||
},
|
||||
field: {
|
||||
fontSize: 12,
|
||||
padding: "0 8px",
|
||||
},
|
||||
};
|
||||
|
||||
const dropdownStyles = {
|
||||
title: {
|
||||
height: 27,
|
||||
lineHeight: "24px",
|
||||
fontSize: 12,
|
||||
},
|
||||
dropdown: {
|
||||
height: 27,
|
||||
lineHeight: "24px",
|
||||
},
|
||||
dropdownItem: {
|
||||
fontSize: 12,
|
||||
},
|
||||
};
|
||||
|
||||
export const AddVectorEmbeddingPolicyForm: FunctionComponent<IAddVectorEmbeddingPolicyFormProps> = ({
|
||||
vectorEmbedding,
|
||||
vectorIndex,
|
||||
onVectorEmbeddingChange,
|
||||
}): JSX.Element => {
|
||||
const onVectorEmbeddingPathError = (path: string, index?: number): string => {
|
||||
let error = "";
|
||||
if (!path) {
|
||||
error = "Vector embedding path should not be empty";
|
||||
}
|
||||
if (
|
||||
index >= 0 &&
|
||||
vectorEmbeddingPolicyData?.find(
|
||||
(vectorEmbedding: VectorEmbeddingPolicyData, dataIndex: number) =>
|
||||
dataIndex !== index && vectorEmbedding.path === path,
|
||||
)
|
||||
) {
|
||||
error = "Vector embedding path is already defined";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
const onVectorEmbeddingDimensionError = (dimension: number, indexType: VectorIndex["type"] | "none"): string => {
|
||||
let error = "";
|
||||
if (dimension <= 0 || dimension > 4096) {
|
||||
error = "Vector embedding dimension must be greater than 0 and less than or equal 4096";
|
||||
}
|
||||
if (indexType === "flat" && dimension > 505) {
|
||||
error = "Maximum allowed dimension for flat index is 505";
|
||||
}
|
||||
return error;
|
||||
};
|
||||
|
||||
const initializeData = (vectorEmbedding: VectorEmbedding[], vectorIndex: VectorIndex[]) => {
|
||||
const mergedData: VectorEmbeddingPolicyData[] = [];
|
||||
vectorEmbedding.forEach((embedding) => {
|
||||
const matchingIndex = vectorIndex.find((index) => index.path === embedding.path);
|
||||
mergedData.push({
|
||||
...embedding,
|
||||
indexType: matchingIndex?.type || "none",
|
||||
pathError: onVectorEmbeddingPathError(embedding.path),
|
||||
dimensionsError: onVectorEmbeddingDimensionError(embedding.dimensions, matchingIndex?.type || "none"),
|
||||
});
|
||||
});
|
||||
return mergedData;
|
||||
};
|
||||
|
||||
const [vectorEmbeddingPolicyData, setVectorEmbeddingPolicyData] = useState<VectorEmbeddingPolicyData[]>(
|
||||
initializeData(vectorEmbedding, vectorIndex),
|
||||
);
|
||||
|
||||
React.useEffect(() => {
|
||||
propagateData();
|
||||
}, [vectorEmbeddingPolicyData]);
|
||||
|
||||
const propagateData = () => {
|
||||
const vectorEmbeddings: VectorEmbedding[] = vectorEmbeddingPolicyData.map((policy: VectorEmbeddingPolicyData) => ({
|
||||
dataType: policy.dataType,
|
||||
dimensions: policy.dimensions,
|
||||
distanceFunction: policy.distanceFunction,
|
||||
path: policy.path,
|
||||
}));
|
||||
const vectorIndexingPolicies: VectorIndex[] = vectorEmbeddingPolicyData
|
||||
.filter((policy: VectorEmbeddingPolicyData) => policy.indexType !== "none")
|
||||
.map(
|
||||
(policy) =>
|
||||
({
|
||||
path: policy.path,
|
||||
type: policy.indexType,
|
||||
}) as VectorIndex,
|
||||
);
|
||||
const validationPassed = vectorEmbeddingPolicyData.every(
|
||||
(policy: VectorEmbeddingPolicyData) => policy.pathError === "" && policy.dimensionsError === "",
|
||||
);
|
||||
onVectorEmbeddingChange(vectorEmbeddings, vectorIndexingPolicies, validationPassed);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingPathChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = event.target.value.trim();
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
if (!vectorEmbeddings[index]?.path && !value.startsWith("/")) {
|
||||
vectorEmbeddings[index].path = "/" + value;
|
||||
} else {
|
||||
vectorEmbeddings[index].path = value;
|
||||
}
|
||||
const error = onVectorEmbeddingPathError(value, index);
|
||||
vectorEmbeddings[index].pathError = error;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingDimensionsChange = (index: number, event: React.ChangeEvent<HTMLInputElement>) => {
|
||||
const value = parseInt(event.target.value.trim()) || 0;
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
const vectorEmbedding = vectorEmbeddings[index];
|
||||
vectorEmbeddings[index].dimensions = value;
|
||||
const error = onVectorEmbeddingDimensionError(value, vectorEmbedding.indexType);
|
||||
vectorEmbeddings[index].dimensionsError = error;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingIndexTypeChange = (index: number, option: IDropdownOption): void => {
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
const vectorEmbedding = vectorEmbeddings[index];
|
||||
vectorEmbeddings[index].indexType = option.key as never;
|
||||
const error = onVectorEmbeddingDimensionError(vectorEmbedding.dimensions, vectorEmbedding.indexType);
|
||||
vectorEmbeddings[index].dimensionsError = error;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onVectorEmbeddingPolicyChange = (
|
||||
index: number,
|
||||
option: IDropdownOption,
|
||||
property: VectorEmbeddingPolicyProperty,
|
||||
): void => {
|
||||
const vectorEmbeddings = [...vectorEmbeddingPolicyData];
|
||||
vectorEmbeddings[index][property] = option.key as never;
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
const onAdd = () => {
|
||||
setVectorEmbeddingPolicyData([
|
||||
...vectorEmbeddingPolicyData,
|
||||
{
|
||||
path: "",
|
||||
dataType: "float32",
|
||||
distanceFunction: "euclidean",
|
||||
dimensions: 0,
|
||||
indexType: "none",
|
||||
pathError: onVectorEmbeddingPathError(""),
|
||||
dimensionsError: onVectorEmbeddingDimensionError(0, "none"),
|
||||
},
|
||||
]);
|
||||
};
|
||||
|
||||
const onDelete = (index: number) => {
|
||||
const vectorEmbeddings = vectorEmbeddingPolicyData.filter((_uniqueKey, j) => index !== j);
|
||||
setVectorEmbeddingPolicyData(vectorEmbeddings);
|
||||
};
|
||||
|
||||
return (
|
||||
<Stack tokens={{ childrenGap: 4 }}>
|
||||
{vectorEmbeddingPolicyData.length > 0 &&
|
||||
vectorEmbeddingPolicyData.map((vectorEmbeddingPolicy: VectorEmbeddingPolicyData, index: number) => (
|
||||
<CollapsibleSectionComponent key={index} isExpandedByDefault={true} title={`Vector embedding ${index + 1}`}>
|
||||
<Stack horizontal tokens={{ childrenGap: 4 }}>
|
||||
<Stack
|
||||
styles={{
|
||||
root: {
|
||||
margin: "0 0 6px 20px !important",
|
||||
paddingLeft: 20,
|
||||
width: "80%",
|
||||
borderLeft: "1px solid",
|
||||
},
|
||||
}}
|
||||
>
|
||||
<Stack>
|
||||
<Label styles={{ root: { fontSize: 12 } }}>Path</Label>
|
||||
<TextField
|
||||
id={`vector-policy-path-${index + 1}`}
|
||||
required={true}
|
||||
placeholder="/vector1"
|
||||
styles={textFieldStyles}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) => onVectorEmbeddingPathChange(index, event)}
|
||||
value={vectorEmbeddingPolicy.path || ""}
|
||||
errorMessage={vectorEmbeddingPolicy.pathError}
|
||||
/>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label styles={{ root: { fontSize: 12 } }}>Data type</Label>
|
||||
<Dropdown
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getDataTypeOptions()}
|
||||
selectedKey={vectorEmbeddingPolicy.dataType}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onVectorEmbeddingPolicyChange(index, option, "dataType")
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label styles={{ root: { fontSize: 12 } }}>Distance function</Label>
|
||||
<Dropdown
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getDistanceFunctionOptions()}
|
||||
selectedKey={vectorEmbeddingPolicy.distanceFunction}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onVectorEmbeddingPolicyChange(index, option, "distanceFunction")
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label styles={{ root: { fontSize: 12 } }}>Dimensions</Label>
|
||||
<TextField
|
||||
id={`vector-policy-dimension-${index + 1}`}
|
||||
required={true}
|
||||
styles={textFieldStyles}
|
||||
value={String(vectorEmbeddingPolicy.dimensions || 0)}
|
||||
onChange={(event: React.ChangeEvent<HTMLInputElement>) =>
|
||||
onVectorEmbeddingDimensionsChange(index, event)
|
||||
}
|
||||
errorMessage={vectorEmbeddingPolicy.dimensionsError}
|
||||
/>
|
||||
</Stack>
|
||||
<Stack>
|
||||
<Label styles={{ root: { fontSize: 12 } }}>Index type</Label>
|
||||
<Dropdown
|
||||
required={true}
|
||||
styles={dropdownStyles}
|
||||
options={getIndexTypeOptions()}
|
||||
selectedKey={vectorEmbeddingPolicy.indexType}
|
||||
onChange={(_event: React.FormEvent<HTMLDivElement>, option: IDropdownOption) =>
|
||||
onVectorEmbeddingIndexTypeChange(index, option)
|
||||
}
|
||||
></Dropdown>
|
||||
</Stack>
|
||||
</Stack>
|
||||
<IconButton
|
||||
id={`delete-vector-policy-${index + 1}`}
|
||||
iconProps={{ iconName: "Delete" }}
|
||||
style={{ height: 27, margin: "auto" }}
|
||||
onClick={() => onDelete(index)}
|
||||
/>
|
||||
</Stack>
|
||||
</CollapsibleSectionComponent>
|
||||
))}
|
||||
<DefaultButton id={`add-vector-policy`} styles={{ root: { maxWidth: 170, fontSize: 12 } }} onClick={onAdd}>
|
||||
Add vector embedding
|
||||
</DefaultButton>
|
||||
</Stack>
|
||||
);
|
||||
};
|
||||
|
|
@ -49,6 +49,7 @@ jest.mock("Common/dataAccess/queryDocuments", () => ({
|
|||
requestCharge: 1,
|
||||
activityId: "activityId",
|
||||
indexMetrics: "indexMetrics",
|
||||
correlatedActivityId: undefined,
|
||||
}),
|
||||
})),
|
||||
}));
|
||||
|
|
|
|||
|
|
@ -67,6 +67,13 @@ jest.mock("Explorer/Controls/Dialog", () => ({
|
|||
},
|
||||
}));
|
||||
|
||||
// Added as recent change to @azure/core-util would cause randomUUID() to throw an error during jest tests.
|
||||
// TODO: when not using beta version of @azure/cosmos sdk try removing this
|
||||
jest.mock("@azure/core-util", () => ({
|
||||
...jest.requireActual("@azure/core-util"),
|
||||
randomUUID: jest.fn(),
|
||||
}));
|
||||
|
||||
async function waitForComponentToPaint<P = unknown>(wrapper: ReactWrapper<P> | ShallowWrapper<P>, amount = 0) {
|
||||
let newWrapper;
|
||||
await act(async () => {
|
||||
|
|
|
|||
|
|
@ -52,6 +52,8 @@ export default class Collection implements ViewModels.Collection {
|
|||
public partitionKeyProperties: string[];
|
||||
public id: ko.Observable<string>;
|
||||
public defaultTtl: ko.Observable<number>;
|
||||
public vectorEmbeddingPolicy: ko.Observable<DataModels.VectorEmbeddingPolicy>;
|
||||
public fullTextPolicy: ko.Observable<DataModels.FullTextPolicy>;
|
||||
public indexingPolicy: ko.Observable<DataModels.IndexingPolicy>;
|
||||
public uniqueKeyPolicy: DataModels.UniqueKeyPolicy;
|
||||
public usageSizeInKB: ko.Observable<number>;
|
||||
|
|
@ -110,6 +112,8 @@ export default class Collection implements ViewModels.Collection {
|
|||
|
||||
this.id = ko.observable(data.id);
|
||||
this.defaultTtl = ko.observable(data.defaultTtl);
|
||||
this.vectorEmbeddingPolicy = ko.observable(data.vectorEmbeddingPolicy);
|
||||
this.fullTextPolicy = ko.observable(data.fullTextPolicy);
|
||||
this.indexingPolicy = ko.observable(data.indexingPolicy);
|
||||
this.usageSizeInKB = ko.observable();
|
||||
this.offer = ko.observable();
|
||||
|
|
|
|||
|
|
@ -20,3 +20,7 @@ export const isServerlessAccount = (): boolean => {
|
|||
export const isVectorSearchEnabled = (): boolean => {
|
||||
return userContext.apiType === "SQL" && isCapabilityEnabled(Constants.CapabilityNames.EnableNoSQLVectorSearch);
|
||||
};
|
||||
|
||||
export const isFullTextSearchEnabled = (): boolean => {
|
||||
return userContext.apiType === "SQL" && isCapabilityEnabled(Constants.CapabilityNames.EnableNoSQLFullTextSearch);
|
||||
};
|
||||
|
|
|
|||
|
|
@ -1237,6 +1237,7 @@ export interface SqlContainerResource {
|
|||
id: string;
|
||||
|
||||
vectorEmbeddingPolicy?: VectorEmbeddingPolicy;
|
||||
fullTextPolicy?: FullTextPolicy;
|
||||
|
||||
/* The configuration of the indexing policy. By default, the indexing is automatic for all document paths within the container */
|
||||
indexingPolicy?: IndexingPolicy;
|
||||
|
|
@ -1281,6 +1282,28 @@ export interface VectorEmbedding {
|
|||
distanceFunction?: string;
|
||||
}
|
||||
|
||||
export interface FullTextPolicy {
|
||||
/**
|
||||
* The default language for the full text .
|
||||
*/
|
||||
defaultLanguage: string;
|
||||
/**
|
||||
* The paths to be indexed for full text search.
|
||||
*/
|
||||
fullTextPaths: FullTextPath[];
|
||||
}
|
||||
|
||||
export interface FullTextPath {
|
||||
/**
|
||||
* The path to be indexed for full text search.
|
||||
*/
|
||||
path: string;
|
||||
/**
|
||||
* The language for the full text path.
|
||||
*/
|
||||
language: string;
|
||||
}
|
||||
|
||||
/* Cosmos DB indexing policy */
|
||||
export interface IndexingPolicy {
|
||||
/* Indicates if the indexing policy is automatic */
|
||||
|
|
@ -1301,6 +1324,8 @@ export interface IndexingPolicy {
|
|||
spatialIndexes?: SpatialSpec[];
|
||||
|
||||
vectorIndexes?: VectorIndex[];
|
||||
|
||||
fullTextIndexes?: FullTextIndex[];
|
||||
}
|
||||
|
||||
export interface VectorIndex {
|
||||
|
|
@ -1308,6 +1333,11 @@ export interface VectorIndex {
|
|||
type?: string;
|
||||
}
|
||||
|
||||
export interface FullTextIndex {
|
||||
/** The path in the JSON document to index. */
|
||||
path: string;
|
||||
}
|
||||
|
||||
/* undocumented */
|
||||
export interface ExcludedPath {
|
||||
/* The path for which the indexing behavior applies to. Index paths typically start with root and end with wildcard (/path/*) */
|
||||
|
|
|
|||
Loading…
Reference in New Issue