diff --git a/package-lock.json b/package-lock.json
index bf0a801..68116da 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,128 +8,105 @@
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@@ -138,51 +115,6 @@
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       "integrity": "sha1-Fhx9rBd2Wf2YEfQ3cfqZOBR4Yow="
     },
+    "stream-wormhole": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/stream-wormhole/-/stream-wormhole-1.1.0.tgz",
+      "integrity": "sha512-gHFfL3px0Kctd6Po0M8TzEvt3De/xu6cnRrjlfYNhwbhLPLwigI2t1nc6jrzNuaYg5C4YF78PPFuQPzRiqn9ew=="
+    },
     "streamsearch": {
       "version": "0.1.2",
       "resolved": "https://registry.npmjs.org/streamsearch/-/streamsearch-0.1.2.tgz",
       "integrity": "sha1-gIudDlb8Jz2Am6VzOOkpkZoanxo="
     },
-    "string_decoder": {
-      "version": "0.10.31",
-      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-0.10.31.tgz",
-      "integrity": "sha1-YuIDvEF2bGwoyfyEMB2rHFMQ+pQ="
+    "string-similarity": {
+      "version": "4.0.4",
+      "resolved": "https://registry.npmjs.org/string-similarity/-/string-similarity-4.0.4.tgz",
+      "integrity": "sha512-/q/8Q4Bl4ZKAPjj8WerIBJWALKkaPRfrvhfF8k/B23i4nzrlRj2/go1m90In7nG/3XDSbOo0+pu6RvCTM9RGMQ=="
+    },
+    "tiny-lru": {
+      "version": "7.0.6",
+      "resolved": "https://registry.npmjs.org/tiny-lru/-/tiny-lru-7.0.6.tgz",
+      "integrity": "sha512-zNYO0Kvgn5rXzWpL0y3RS09sMK67eGaQj9805jlK9G6pSadfriTczzLHFXa/xcW4mIRfmlB9HyQ/+SgL0V1uow=="
     },
     "toidentifier": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.0.tgz",
       "integrity": "sha512-yaOH/Pk/VEhBWWTlhI+qXxDFXlejDGcQipMlyxda9nthulaxLZUNcUqFxokp0vcYnvteJln5FNQDRrxj3YcbVw=="
     },
-    "type-is": {
-      "version": "1.6.18",
-      "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
-      "integrity": "sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==",
+    "ts-toolbelt": {
+      "version": "6.15.5",
+      "resolved": "https://registry.npmjs.org/ts-toolbelt/-/ts-toolbelt-6.15.5.tgz",
+      "integrity": "sha512-FZIXf1ksVyLcfr7M317jbB67XFJhOO1YqdTcuGaq9q5jLUoTikukZ+98TPjKiP2jC5CgmYdWWYs0s2nLSU0/1A=="
+    },
+    "undici": {
+      "version": "4.3.1",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-4.3.1.tgz",
+      "integrity": "sha512-Oy61gPuXBE4Em/1t8QeKOSHGSqbPHLW1iRbCztbyHuKusz5j7d7b4Z9Xi8b7yFqHyCNe57SSDjBgmSUjfPCymw=="
+    },
+    "uri-js": {
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/uri-js/-/uri-js-4.4.1.tgz",
+      "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==",
       "requires": {
-        "media-typer": "0.3.0",
-        "mime-types": "~2.1.24"
+        "punycode": "^2.1.0"
       }
     },
-    "typedarray": {
-      "version": "0.0.6",
-      "resolved": "https://registry.npmjs.org/typedarray/-/typedarray-0.0.6.tgz",
-      "integrity": "sha1-hnrHTjhkGHsdPUfZlqeOxciDB3c="
-    },
-    "unpipe": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
-      "integrity": "sha1-sr9O6FFKrmFltIF4KdIbLvSZBOw="
-    },
     "util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
       "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8="
     },
-    "utils-merge": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
-      "integrity": "sha1-n5VxD1CiZ5R7LMwSR0HBAoQn5xM="
-    },
-    "vary": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
-      "integrity": "sha1-IpnwLG3tMNSllhsLn3RSShj2NPw="
-    },
     "which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
@@ -1623,10 +1508,15 @@
         "isexe": "^2.0.0"
       }
     },
-    "xtend": {
-      "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
-      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
+    "wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
+    },
+    "yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
     }
   }
 }
diff --git a/package.json b/package.json
index e8d1f58..e6ad209 100644
--- a/package.json
+++ b/package.json
@@ -4,6 +4,7 @@
   "description": "",
   "main": "index.js",
   "scripts": {
+    "build": "tsc --project tsconfig.server.json",
     "build_server": "tsc --project tsconfig.server.json",
     "start": "cross-env NODE_ENV=production node dist/server/index.js"
   },
@@ -18,15 +19,14 @@
   },
   "homepage": "https://github.com/qwertyforce/ambience#readme",
   "dependencies": {
-    "@types/express": "^4.17.11",
-    "@types/http-proxy": "^1.17.6",
-    "@types/multer": "^1.4.5",
     "@types/node": "^15.3.0",
     "axios": "^0.21.1",
     "cross-env": "^7.0.3",
-    "express": "^4.17.1",
+    "fastify": "^3.20.1",
+    "fastify-formbody": "^5.1.0",
+    "fastify-multipart": "^4.0.7",
+    "fastify-reply-from": "^6.0.1",
     "form-data": "^4.0.0",
-    "http-proxy": "^1.18.1",
-    "multer": "^1.4.2"
+    "json-schema-to-ts": "^1.6.4"
   }
 }
diff --git a/server/helpers/image_ops.ts b/server/helpers/image_ops.ts
new file mode 100644
index 0000000..cc9d690
--- /dev/null
+++ b/server/helpers/image_ops.ts
@@ -0,0 +1,142 @@
+import config from "../../config/config"
+import FormData from 'form-data'
+import axios from 'axios'
+
+
+///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+async function calculate_phash_features(image_id: number, image: Buffer) {
+    const form = new FormData();
+    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
+    form.append('image_id', image_id.toString())
+    const status = await axios.post(`${config.phash_microservice_url}/calculate_phash_features`, form.getBuffer(), {
+        maxContentLength: Infinity,
+        maxBodyLength: Infinity,
+        headers: {
+            ...form.getHeaders()
+        }
+    })
+    return status.data
+}
+
+async function calculate_akaze_features(image_id: number, image: Buffer) {
+    const form = new FormData();
+    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
+    form.append('image_id', image_id.toString())
+    const status = await axios.post(`${config.akaze_microservice_url}/calculate_akaze_features`, form.getBuffer(), {
+        maxContentLength: Infinity,
+        maxBodyLength: Infinity,
+        headers: {
+            ...form.getHeaders()
+        }
+    })
+    return status.data
+}
+async function calculate_nn_features(image_id: number, image: Buffer) {
+    const form = new FormData();
+    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
+    form.append('image_id', image_id.toString())
+    const status = await axios.post(`${config.nn_microservice_url}/calculate_nn_features`, form.getBuffer(), {
+        maxContentLength: Infinity,
+        maxBodyLength: Infinity,
+        headers: {
+            ...form.getHeaders()
+        }
+    })
+    return status.data
+}
+
+async function calculate_hist_features(image_id: number, image: Buffer) {
+    const form = new FormData();
+    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
+    form.append('image_id', image_id.toString())
+    const status = await axios.post(`${config.hist_microservice_url}/calculate_hist_features`, form.getBuffer(), {
+        maxContentLength: Infinity,
+        maxBodyLength: Infinity,
+        headers: {
+            ...form.getHeaders()
+        }
+    })
+    return status.data
+}
+
+async function phash_reverse_search(image: Buffer) {
+    try {
+        const form = new FormData();
+        form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
+        const status = await axios.post(`${config.phash_microservice_url}/phash_reverse_search`, form.getBuffer(), {
+            maxContentLength: Infinity,
+            maxBodyLength: Infinity,
+            headers: {
+                ...form.getHeaders()
+            }
+        })
+        return status.data
+    } catch (err) {
+        console.log(err)
+        return []
+    }
+}
+
+async function akaze_reverse_search(image: Buffer) {
+    try {
+        const form = new FormData();
+        form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
+        const status = await axios.post(`${config.akaze_microservice_url}/akaze_reverse_search`, form.getBuffer(), {
+            maxContentLength: Infinity,
+            maxBodyLength: Infinity,
+            headers: {
+                ...form.getHeaders()
+            }
+        })
+        return status.data
+    } catch (err) {
+        console.log(err)
+        return []
+    }
+}
+///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+
+
+////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+async function delete_akaze_features_by_id(image_id: number) {
+    const status = await axios.post(`${config.akaze_microservice_url}/delete_akaze_features`, { image_id: image_id })
+    return status.data
+}
+
+async function delete_nn_features_by_id(image_id: number) {
+    const status = await axios.post(`${config.nn_microservice_url}/delete_nn_features`, { image_id: image_id })
+    return status.data
+}
+
+async function delete_hist_features_by_id(image_id: number) {
+    const status = await axios.post(`${config.hist_microservice_url}/delete_hist_features`, { image_id: image_id })
+    return status.data
+}
+
+async function delete_phash_features_by_id(image_id: number) {
+    const status = await axios.post(`${config.phash_microservice_url}/delete_phash_features`, { image_id: image_id })
+    return status.data
+}
+///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+
+
+///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+async function calculate_all_image_features(image_id: number, image_buffer: Buffer) {
+    return Promise.allSettled([
+        calculate_akaze_features(image_id, image_buffer),
+        calculate_nn_features(image_id, image_buffer),
+        calculate_hist_features(image_id, image_buffer),
+        calculate_phash_features(image_id, image_buffer),
+    ])
+}
+
+async function delete_all_image_features(image_id: number) {
+    return Promise.allSettled([
+        delete_akaze_features_by_id(image_id),
+        delete_nn_features_by_id(image_id),
+        delete_hist_features_by_id(image_id),
+        delete_phash_features_by_id(image_id)
+    ])
+}
+///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+export default { calculate_all_image_features, delete_all_image_features, phash_reverse_search, akaze_reverse_search }
\ No newline at end of file
diff --git a/server/index.ts b/server/index.ts
index 01f3c16..f0b6458 100644
--- a/server/index.ts
+++ b/server/index.ts
@@ -1,224 +1,76 @@
-import express from 'express'
-import { Request, Response } from 'express';
-import bodyParser from 'body-parser';
-import multer from 'multer'
 import config from './../config/config'
-import httpProxy from 'http-proxy'
-import axios from 'axios'
-import FormData from 'form-data'
-
-const app = express()
-// app.use(bodyParser.json())
-app.disable('x-powered-by')
-const apiProxy = httpProxy.createProxyServer()
+import fastifyMultipart from 'fastify-multipart'
+import fastify from 'fastify'
+import formBodyPlugin from 'fastify-formbody'
+import fastifyReplyFrom from 'fastify-reply-from'
+const server = fastify()
+server.register(formBodyPlugin)
+server.register(fastifyReplyFrom)
 const port = config.server_port
-const storage = multer.memoryStorage()
-const upload_100MB = multer({ storage: storage, limits: { files: 1, fileSize: 100000000 } })  //100MB
-
-/////////////////////////////////////////////////////////////////////////////////////////////////////////////
-async function calculate_phash_features(image_id: number, image: Buffer) {
-    const form = new FormData();
-    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
-    form.append('image_id', image_id.toString())
-    const status = await axios.post(`${config.phash_microservice_url}/calculate_phash_features`, form.getBuffer(), {
-        maxContentLength: Infinity,
-        maxBodyLength: Infinity,
-        headers: {
-            ...form.getHeaders()
-        }
-    })
-    return status.data
-}
-
-async function calculate_akaze_features(image_id: number, image: Buffer) {
-    const form = new FormData();
-    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
-    form.append('image_id', image_id.toString())
-    const status = await axios.post(`${config.akaze_microservice_url}/calculate_akaze_features`, form.getBuffer(), {
-        maxContentLength: Infinity,
-        maxBodyLength: Infinity,
-        headers: {
-            ...form.getHeaders()
-        }
-    })
-    return status.data
-}
-async function calculate_nn_features(image_id: number, image: Buffer) {
-    const form = new FormData();
-    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
-    form.append('image_id', image_id.toString())
-    const status = await axios.post(`${config.nn_microservice_url}/calculate_nn_features`, form.getBuffer(), {
-        maxContentLength: Infinity,
-        maxBodyLength: Infinity,
-        headers: {
-            ...form.getHeaders()
-        }
-    })
-    return status.data
-}
-
-async function calculate_hist_features(image_id: number, image: Buffer) {
-    const form = new FormData();
-    form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
-    form.append('image_id', image_id.toString())
-    const status = await axios.post(`${config.hist_microservice_url}/calculate_hist_features`, form.getBuffer(), {
-        maxContentLength: Infinity,
-        maxBodyLength: Infinity,
-        headers: {
-            ...form.getHeaders()
-        }
-    })
-    return status.data
-}
-
-async function phash_reverse_search(image: Buffer) {
-    try {
-        const form = new FormData();
-        form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
-        const status = await axios.post(`${config.phash_microservice_url}/phash_reverse_search`, form.getBuffer(), {
-            maxContentLength: Infinity,
-            maxBodyLength: Infinity,
-            headers: {
-                ...form.getHeaders()
-            }
-        })
-        return status.data
-    } catch (err) {
-        console.log(err)
-        return []
+server.register(fastifyMultipart, {
+    attachFieldsToBody: true,
+    sharedSchemaId: '#mySharedSchema',
+    limits: {
+        fieldNameSize: 100, // Max field name size in bytes
+        fieldSize: 1000,     // Max field value size in bytes
+        fields: 10,         // Max number of non-file fields
+        fileSize: 50000000,  // For multipart forms, the max file size in bytes  //50MB
+        files: 1,           // Max number of file fields
+        headerPairs: 2000   // Max number of header key=>value pairs
     }
-}
+});
 
-async function akaze_reverse_search(image: Buffer) {
-    try {
-        const form = new FormData();
-        form.append('image', image, { filename: 'document' }) //hack to make nodejs buffer work with form-data
-        const status = await axios.post(`${config.akaze_microservice_url}/akaze_reverse_search`, form.getBuffer(), {
-            maxContentLength: Infinity,
-            maxBodyLength: Infinity,
-            headers: {
-                ...form.getHeaders()
-            }
-        })
-        return status.data
-    } catch (err) {
-        console.log(err)
-        return []
-    }
-}
+import calculate_all_image_features from "./routes/calculate_all_image_features"
+import delete_all_image_features from "./routes/delete_all_image_features"
+import reverse_search from "./routes/reverse_search"
 
-////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-async function delete_akaze_features_by_id(image_id: number) {
-    const status = await axios.post(`${config.akaze_microservice_url}/delete_akaze_features`, { image_id: image_id })
-    return status.data
-}
-
-async function delete_nn_features_by_id(image_id: number) {
-    const status = await axios.post(`${config.nn_microservice_url}/delete_nn_features`, { image_id: image_id })
-    return status.data
-}
-
-async function delete_hist_features_by_id(image_id: number) {
-    const status = await axios.post(`${config.hist_microservice_url}/delete_hist_features`, { image_id: image_id })
-    return status.data
-}
-
-async function delete_phash_features_by_id(image_id: number) {
-    const status = await axios.post(`${config.phash_microservice_url}/delete_phash_features`, { image_id: image_id })
-    return status.data
-}
-///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-async function calculate_all_image_features(image_id: number, image_buffer: Buffer) {
-    return Promise.allSettled([
-        calculate_akaze_features(image_id, image_buffer),
-        calculate_nn_features(image_id, image_buffer),
-        calculate_hist_features(image_id, image_buffer),
-        calculate_phash_features(image_id, image_buffer),
-    ])
-}
-
-async function delete_image_features(image_id: number) {
-    return Promise.allSettled([
-        delete_akaze_features_by_id(image_id),
-        delete_nn_features_by_id(image_id),
-        delete_hist_features_by_id(image_id),
-        delete_phash_features_by_id(image_id)
-    ])
-}
-///////////////////////////////////////////////////////////////////////////////////////////////ALL
-app.post('/calculate_all_image_features', [upload_100MB.single('image')], async (req: Request, res: Response) => {
-    const image_id = parseInt(req.body.image_id)
-    if (req.file && typeof image_id === "number") {
-        const results = await calculate_all_image_features(image_id, req.file.buffer)
-        console.log(results)
-        res.send(results)
-    } else {
-        return res.sendStatus(403)
-    }
-})
-
-app.post('/delete_all_image_features',[bodyParser.json()], async (req: Request, res: Response) => {
-    const image_id = parseInt(req.body.image_id)
-    if (typeof image_id === "number") {
-        const results = await delete_image_features(image_id)
-        console.log(results)
-        res.send(results)
-    } else {
-        return res.sendStatus(403)
-    }
-})
-
-app.post('/reverse_search', [upload_100MB.single('image')], async (req: Request, res: Response) => {
-    if (req.file) {
-        const phash_found=await phash_reverse_search(req.file.buffer)
-        if(phash_found.length!==0){
-            res.json(phash_found)
-        }else{
-            const akaze_found=await akaze_reverse_search(req.file.buffer)
-            res.json(akaze_found)
-        }
-    } else {
-        return res.sendStatus(403)
-    }
-})
-
-///////////////////////////////////////////////////////////////////////////////////////////////
+server.post("/calculate_all_image_features",calculate_all_image_features)
+server.post("/delete_all_image_features",delete_all_image_features)
+server.post("/reverse_search",reverse_search)
 
 ///////////////////////////////////////////////////////////////////////////////////////////////PROXY
-app.post(['/akaze_reverse_search','/calculate_akaze_features','/delete_akaze_features'], async (req, res) => {
+const akaze_routes = ['/akaze_reverse_search', '/calculate_akaze_features', '/delete_akaze_features']
+akaze_routes.forEach((r) => server.post(r, async (_req, res) => {
     try {
-        apiProxy.web(req, res, { target: config.akaze_microservice_url });
+        res.from(config.akaze_microservice_url)
     } catch (err) {
         res.status(500).send('Akaze microservice is down')
     }
-})
+}))
 
-app.post(['/nn_get_similar_images_by_image_buffer','/nn_get_similar_images_by_text',
-'/nn_get_similar_images_by_id','/calculate_nn_features','/delete_nn_features','/nn_get_image_tags_by_image_buffer'], async (req, res) => {
+const nn_routes = ['/nn_get_similar_images_by_image_buffer', '/nn_get_similar_images_by_text',
+    '/nn_get_similar_images_by_id', '/calculate_nn_features', '/delete_nn_features', '/nn_get_image_tags_by_image_buffer']
+nn_routes.forEach((r) => server.post(r, async (_req, res) => {
     try {
-        apiProxy.web(req, res, { target: config.nn_microservice_url });
+        res.from(config.nn_microservice_url)
     } catch (err) {
         res.status(500).send('NN microservice is down')
     }
-})
-app.post(['/hist_get_similar_images_by_image_buffer','/hist_get_similar_images_by_id','/calculate_hist_features','/delete_hist_features'], async (req, res) => {
+}))
+
+const hist_routes = ['/hist_get_similar_images_by_image_buffer', '/hist_get_similar_images_by_id', '/calculate_hist_features', '/delete_hist_features']
+hist_routes.forEach((r) => server.post(r, async (_req, res) => {
     try {
-        apiProxy.web(req, res, { target: config.hist_microservice_url });
+        res.from(config.hist_microservice_url)
     } catch (err) {
         res.status(500).send('HIST microservice is down')
     }
-})
+}))
 
-app.post(['/phash_reverse_search','/calculate_phash_features','/delete_phash_features'], async (req, res) => {
+const phash_routes = ['/phash_reverse_search', '/calculate_phash_features', '/delete_phash_features']
+phash_routes.forEach((r) => server.post(r, async (_req, res) => {
     try {
-        apiProxy.web(req, res, { target: config.phash_microservice_url });
+        res.from(config.phash_microservice_url)
     } catch (err) {
         res.status(500).send('Phash microservice is down')
     }
-})
-
+}))
 ////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-app.listen(port, () => {
-    console.log(`Server is listening on port ${port}`);
-});
\ No newline at end of file
+server.listen(port, "127.0.0.1", function (err, address) {
+    if (err) {
+        console.error(err)
+        process.exit(1)
+    }
+    console.log(`server listening on ${address}`)
+})
diff --git a/server/routes/calculate_all_image_features.ts b/server/routes/calculate_all_image_features.ts
new file mode 100644
index 0000000..819a65c
--- /dev/null
+++ b/server/routes/calculate_all_image_features.ts
@@ -0,0 +1,38 @@
+import { FastifyRequest, FastifyReply } from "fastify"
+import { FromSchema } from "json-schema-to-ts";
+import image_ops from "./../helpers/image_ops"
+const body_schema_calculate_all_image_features = {
+    type: 'object',
+    properties: {
+        image: { $ref: '#mySharedSchema' },
+        image_id: {
+            type: "object",
+            properties: {
+                value: { type: 'string' }
+            }
+        },
+    },
+    required: ['image', 'image_id'],
+} as const;
+
+async function calculate_all_image_features(req: FastifyRequest<{ Body: FromSchema<typeof body_schema_calculate_all_image_features> }>, res: FastifyReply) {
+    let image_buffer: Buffer;
+    try {
+        image_buffer = await (req as any).body.image.toBuffer()
+    } catch (err) {
+        return res.status(500).send()
+    }
+    if (req.body.image_id.value) {
+        const image_id = parseInt(req.body.image_id.value)
+        const results = await image_ops.calculate_all_image_features(image_id, image_buffer)
+        console.log(results)
+        res.send(results)
+    }
+}
+
+export default {
+    schema: {
+        body: body_schema_calculate_all_image_features
+    },
+    handler: calculate_all_image_features
+}
\ No newline at end of file
diff --git a/server/routes/delete_all_image_features.ts b/server/routes/delete_all_image_features.ts
new file mode 100644
index 0000000..5e4ee51
--- /dev/null
+++ b/server/routes/delete_all_image_features.ts
@@ -0,0 +1,23 @@
+import { FastifyRequest, FastifyReply } from "fastify"
+import { FromSchema } from "json-schema-to-ts";
+import image_ops from "./../helpers/image_ops"
+const body_schema_delete_all_image_features = {
+    type: 'object',
+    properties: {
+        image_id: { type: "number" }
+    },
+    required: ['image_id'],
+} as const;
+
+async function delete_all_image_features(req: FastifyRequest<{ Body: FromSchema<typeof body_schema_delete_all_image_features> }>, res: FastifyReply) {
+    const results = await image_ops.delete_all_image_features(req.body.image_id)
+    console.log(results)
+    res.send(results)
+}
+
+export default {
+    schema: {
+        body: body_schema_delete_all_image_features
+    },
+    handler: delete_all_image_features
+}
\ No newline at end of file
diff --git a/server/routes/reverse_search.ts b/server/routes/reverse_search.ts
new file mode 100644
index 0000000..d53b902
--- /dev/null
+++ b/server/routes/reverse_search.ts
@@ -0,0 +1,33 @@
+import { FastifyRequest, FastifyReply } from "fastify"
+import { FromSchema } from "json-schema-to-ts";
+import image_ops from "./../helpers/image_ops"
+const body_schema_reverse_search = {
+    type: 'object',
+    properties: {
+        image: { $ref: '#mySharedSchema' },
+    },
+    required: ['image'],
+} as const;
+
+async function reverse_search(req: FastifyRequest<{ Body: FromSchema<typeof body_schema_reverse_search> }>, res: FastifyReply) {
+    let image_buffer: Buffer;
+    try {
+        image_buffer = await (req as any).body.image.toBuffer()
+    } catch (err) {
+        return res.status(500).send()
+    }
+    const phash_found = await image_ops.phash_reverse_search(image_buffer)
+    if (phash_found.length !== 0) {
+        res.send(phash_found)
+    } else {
+        const akaze_found = await image_ops.akaze_reverse_search(image_buffer)
+        res.send(akaze_found)
+    }
+}
+
+export default {
+    schema: {
+        body: body_schema_reverse_search
+    },
+    handler: reverse_search
+}
\ No newline at end of file