File
Blob: src/cloudflare/internal/test/vectorize/vectorize-mock.js
| 1 | // Copyright (c) 2023 Cloudflare, Inc. |
| 2 | // Licensed under the Apache 2.0 license found in the LICENSE file or at: |
| 3 | // https://opensource.org/licenses/Apache-2.0 |
| 4 | |
| 5 | /** @type {Array<VectorizeMatch>} */ |
| 6 | const exampleVectorMatches = [ |
| 7 | { |
| 8 | id: 'b0daca4a-ffd8-4865-926b-e24800af2a2d', |
| 9 | values: [0.2331, 1.0125, 0.6131, 0.9421, 0.9661, 0.8121], |
| 10 | metadata: { text: 'She sells seashells by the seashore' }, |
| 11 | score: 0.71151, |
| 12 | }, |
| 13 | { |
| 14 | id: 'a44706aa-a366-48bc-8cc1-3feffd87d548', |
| 15 | values: [0.2321, 0.8121, 0.6315, 0.6151, 0.4121, 0.1512], |
| 16 | metadata: { text: 'Peter Piper picked a peck of pickled peppers' }, |
| 17 | score: 0.68913, |
| 18 | }, |
| 19 | { |
| 20 | id: '43cfcb31-07e2-411f-8bf9-f82a95ba8b96', |
| 21 | values: [0.0515, 0.7512, 0.8612, 0.2153, 0.15121, 0.6812], |
| 22 | metadata: { |
| 23 | text: 'You know New York, you need New York, you know you need unique New York', |
| 24 | }, |
| 25 | score: 0.94812, |
| 26 | }, |
| 27 | ]; |
| 28 | /** @type {Array<VectorizeVector>} */ |
| 29 | const exampleVectors = exampleVectorMatches |
| 30 | .filter((m) => typeof m !== 'undefined') |
| 31 | .map(({ id, values, metadata }) => ({ |
| 32 | id, |
| 33 | values: values ?? [], |
| 34 | metadata: metadata ?? {}, |
| 35 | })); |
| 36 | |
| 37 | export default { |
| 38 | /** |
| 39 | * @param {Request} request |
| 40 | */ |
| 41 | async fetch(request) { |
| 42 | try { |
| 43 | const { pathname } = new URL(request.url); |
| 44 | |
| 45 | if (request.method === 'POST' && pathname.endsWith('/create')) { |
| 46 | /** @type {VectorizeIndexConfig} */ |
| 47 | const config = await request.json(); |
| 48 | const name = pathname.split('/')[2]; |
| 49 | /** @type {VectorizeIndexDetails} */ |
| 50 | const index = { |
| 51 | id: 'ffeb30f5-d349-4ba5-8dde-79da543190fe', |
| 52 | name: name || 'my-index', |
| 53 | config: config, |
| 54 | vectorsCount: 0, |
| 55 | }; |
| 56 | return Response.json(index); |
| 57 | } else if (request.method === 'GET' && pathname.endsWith('/list')) { |
| 58 | /** @type {Array<VectorizeIndexDetails>} */ |
| 59 | const index = [ |
| 60 | { |
| 61 | id: '0f48d520-5bf5-4980-acd9-98453fb8a27f', |
| 62 | name: 'my-first-index', |
| 63 | config: { |
| 64 | dimensions: 1536, |
| 65 | preset: 'openai/text-embedding-ada-002', |
| 66 | metric: 'euclidean', |
| 67 | }, |
| 68 | vectorsCount: 500000, |
| 69 | }, |
| 70 | { |
| 71 | id: 'b9fc84af-31f3-449c-bc61-b62abc86d5a1', |
| 72 | name: 'my-second-index', |
| 73 | config: { |
| 74 | dimensions: 1536, |
| 75 | metric: 'dot-product', |
| 76 | }, |
| 77 | vectorsCount: 750000, |
| 78 | }, |
| 79 | ]; |
| 80 | return Response.json(index); |
| 81 | } else if (request.method === 'GET' && pathname.split('/').length === 3) { |
| 82 | /** @type {VectorizeIndexDetails} */ |
| 83 | const index = { |
| 84 | id: 'ffeb30f5-d349-4ba5-8dde-79da543190fe', |
| 85 | name: pathname.split('/')[2] || 'my-index', |
| 86 | config: { |
| 87 | dimensions: 1536, |
| 88 | preset: 'openai/text-embedding-ada-002', |
| 89 | metric: 'euclidean', |
| 90 | }, |
| 91 | vectorsCount: 850850, |
| 92 | }; |
| 93 | return Response.json(index); |
| 94 | } else if ( |
| 95 | request.method === 'DELETE' && |
| 96 | pathname.split('/').length === 2 |
| 97 | ) { |
| 98 | return Response.json({}); |
| 99 | } else if (request.method === 'POST' && pathname.endsWith('/query')) { |
| 100 | /** @type {VectorizeQueryOptions & ({vector: number[]} | {vectorId: string})} */ |
| 101 | const body = await request.json(); |
| 102 | let returnSet = structuredClone(exampleVectorMatches); |
| 103 | if ( |
| 104 | body?.filter?.['text'] && |
| 105 | typeof body?.filter?.['text'] === 'object' |
| 106 | ) { |
| 107 | if (body?.filter?.['text']?.['$eq'] !== undefined) { |
| 108 | const criteria = body?.filter?.['text']?.['$eq']; |
| 109 | returnSet = returnSet.filter( |
| 110 | (m) => m.metadata?.['text'] === criteria |
| 111 | ); |
| 112 | } |
| 113 | if (body?.filter?.['text']?.['$in'] !== undefined) { |
| 114 | const criteria = body?.filter?.['text']?.['$in']; |
| 115 | returnSet = returnSet.filter((m) => |
| 116 | criteria.includes(m.metadata?.['text']) |
| 117 | ); |
| 118 | } |
| 119 | if (body?.filter?.['text']?.['$gt'] !== undefined) { |
| 120 | const criteria = body?.filter?.['text']?.['$gt']; |
| 121 | returnSet = returnSet.filter( |
| 122 | (m) => m.metadata?.['text'] > criteria |
| 123 | ); |
| 124 | } |
| 125 | if (body?.filter?.['text']?.['$lt'] !== undefined) { |
| 126 | const criteria = body?.filter?.['text']?.['$lt']; |
| 127 | returnSet = returnSet.filter( |
| 128 | (m) => m.metadata?.['text'] < criteria |
| 129 | ); |
| 130 | } |
| 131 | } |
| 132 | |
| 133 | if (!body?.returnValues) |
| 134 | returnSet.forEach((v) => { |
| 135 | delete v.values; |
| 136 | }); |
| 137 | if (!body?.returnMetadata || body?.returnMetadata === 'none') |
| 138 | returnSet.forEach((v) => { |
| 139 | delete v.metadata; |
| 140 | }); |
| 141 | return Response.json({ |
| 142 | matches: returnSet, |
| 143 | count: returnSet.length, |
| 144 | }); |
| 145 | } else if (request.method === 'POST' && pathname.endsWith('/insert')) { |
| 146 | /** @type {{vectors: Array<VectorizeVector>}} */ |
| 147 | const data = await request.json(); |
| 148 | if (data.vectors.find((v) => v.id === 'fail-with-test-error')) { |
| 149 | return Response.json( |
| 150 | { |
| 151 | code: 9999, |
| 152 | error: 'You asked me for this error', |
| 153 | }, |
| 154 | { |
| 155 | status: 400, |
| 156 | } |
| 157 | ); |
| 158 | } |
| 159 | |
| 160 | /** @type {VectorizeAsyncMutation} */ |
| 161 | const res = { |
| 162 | // fudge a bit and set the mutation id to some internals so our asserts can check more |
| 163 | mutationId: `total vectors: ${data.vectors.length + exampleVectors.length}`, |
| 164 | }; |
| 165 | return Response.json(res); |
| 166 | } else if (request.method === 'POST' && pathname.endsWith('/upsert')) { |
| 167 | /** @type {{vectors: Array<VectorizeVector>}} */ |
| 168 | let data = await request.json(); |
| 169 | if (data.vectors.length > 1) data.vectors.splice(-1); |
| 170 | /** @type {VectorizeAsyncMutation} */ |
| 171 | const res = { |
| 172 | // fudge a bit and set the mutation id to some internals so our asserts can check more |
| 173 | mutationId: `total vectors: ${data.vectors.length + exampleVectors.length}`, |
| 174 | }; |
| 175 | return Response.json(res); |
| 176 | } else if ( |
| 177 | request.method === 'POST' && |
| 178 | pathname.endsWith('/deleteByIds') |
| 179 | ) { |
| 180 | /** @type {{ids: Array<string>}} */ |
| 181 | const body = await request.json(); |
| 182 | /** @type {VectorizeAsyncMutation} */ |
| 183 | const res = { |
| 184 | // fudge a bit and set the mutation id to some internals so our asserts can check more |
| 185 | mutationId: `deleted vectors: ${body.ids.length}`, |
| 186 | }; |
| 187 | return Response.json(res); |
| 188 | } else if (request.method === 'POST' && pathname.endsWith('/getByIds')) { |
| 189 | /** @type {{ids: Array<string>}} */ |
| 190 | const body = await request.json(); |
| 191 | return Response.json( |
| 192 | exampleVectors.filter(({ id }) => body.ids.includes(id)) |
| 193 | ); |
| 194 | } else { |
| 195 | return Response.json({ error: 'Not found' }, { status: 404 }); |
| 196 | } |
| 197 | } catch (err) { |
| 198 | return Response.json( |
| 199 | // @ts-expect-error - err is typed as unknown but has message and stack |
| 200 | { error: err.message, stack: err.stack }, |
| 201 | { status: 500 } |
| 202 | ); |
| 203 | } |
| 204 | }, |
| 205 | }; |