File
Blob: src/cloudflare/internal/pipeline-transform.ts
| 1 | // Copyright (c) 2024 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 | import entrypoints from 'cloudflare-internal:workers'; |
| 6 | |
| 7 | /** |
| 8 | * Reads a stream line by line, yielding each line as it becomes available. |
| 9 | * |
| 10 | * This function consumes a ReadableStream of Uint8Array chunks (binary data), |
| 11 | * converts it to text using TextDecoderStream, and yields each line |
| 12 | * encountered. Lines are delimited by newline characters ('\n'). The final |
| 13 | * line is yielded even if it doesn't end with a newline. |
| 14 | * |
| 15 | * @param stream - A ReadableStream containing binary data to be decoded as text |
| 16 | * @returns An AsyncGenerator that yields each line from the stream |
| 17 | */ |
| 18 | async function* readLines( |
| 19 | stream: ReadableStream<Uint8Array> |
| 20 | ): AsyncGenerator<string> { |
| 21 | // @ts-expect-error TS2345 TODO(soon): Fix this. |
| 22 | const textStream = stream.pipeThrough(new TextDecoderStream()); |
| 23 | const reader = textStream.getReader(); |
| 24 | |
| 25 | let buffer = ''; |
| 26 | |
| 27 | try { |
| 28 | // eslint-disable-next-line @typescript-eslint/no-unnecessary-condition |
| 29 | while (true) { |
| 30 | const { done, value } = await reader.read(); |
| 31 | |
| 32 | // Add any new content to the buffer |
| 33 | if (value) buffer += value; |
| 34 | |
| 35 | // Process complete lines |
| 36 | let lineEndIndex = buffer.indexOf('\n'); |
| 37 | while (lineEndIndex >= 0) { |
| 38 | yield buffer.substring(0, lineEndIndex); |
| 39 | buffer = buffer.substring(lineEndIndex + 1); |
| 40 | lineEndIndex = buffer.indexOf('\n'); |
| 41 | } |
| 42 | |
| 43 | // If we're done and have processed all complete lines, |
| 44 | // yield any remaining content and exit |
| 45 | if (done) { |
| 46 | if (buffer.length > 0) { |
| 47 | yield buffer; |
| 48 | } |
| 49 | break; |
| 50 | } |
| 51 | } |
| 52 | } finally { |
| 53 | reader.releaseLock(); |
| 54 | } |
| 55 | } |
| 56 | |
| 57 | type Batch = { |
| 58 | id: string; // unique identifier for the batch |
| 59 | shard: string; // assigned shard |
| 60 | ts: number; // creation timestamp of the batch |
| 61 | |
| 62 | format: FormatType; |
| 63 | size: { |
| 64 | bytes: number; |
| 65 | rows: number; |
| 66 | }; |
| 67 | data: unknown; |
| 68 | }; |
| 69 | |
| 70 | const Format = { |
| 71 | JSON_STREAM: 'json_stream' as const, // jsonl |
| 72 | }; |
| 73 | type FormatType = (typeof Format)[keyof typeof Format]; |
| 74 | |
| 75 | type JsonStream = Batch & { |
| 76 | format: typeof Format.JSON_STREAM; |
| 77 | data: ReadableStream<Uint8Array>; |
| 78 | }; |
| 79 | |
| 80 | type PipelineBatchMetadata = { |
| 81 | pipelineId: string; |
| 82 | pipelineName: string; |
| 83 | }; |
| 84 | |
| 85 | type PipelineRecord = Record<string, unknown>; |
| 86 | |
| 87 | export class PipelineTransformImpl< |
| 88 | I extends PipelineRecord, |
| 89 | O extends PipelineRecord, |
| 90 | > |
| 91 | extends entrypoints.WorkerEntrypoint |
| 92 | { |
| 93 | #batch?: Batch; |
| 94 | #initalized: boolean = false; |
| 95 | |
| 96 | // stub overridden on the subclass |
| 97 | // eslint-disable-next-line @typescript-eslint/require-await |
| 98 | async run(_records: I[], _metadata: PipelineBatchMetadata): Promise<O[]> { |
| 99 | throw new Error('should be implemented by parent'); |
| 100 | } |
| 101 | |
| 102 | // called by the dispatcher to validate that run is properly implemented by the subclass |
| 103 | // @ts-expect-error This is OK. We use this method in tests. |
| 104 | // eslint-disable-next-line no-restricted-syntax |
| 105 | private async _ping(): Promise<void> { |
| 106 | // making sure the function was overridden by an implementing subclass |
| 107 | if (this.run !== PipelineTransformImpl.prototype.run) { |
| 108 | return Promise.resolve(); |
| 109 | } else { |
| 110 | return Promise.reject( |
| 111 | new Error( |
| 112 | 'the run method must be overridden by the PipelineTransformationEntrypoint subclass' |
| 113 | ) |
| 114 | ); |
| 115 | } |
| 116 | } |
| 117 | |
| 118 | // called by the dispatcher which then calls the subclass methods |
| 119 | // the reason this is typescript private and not javascript private is that this must be |
| 120 | // able to be called by the dispatcher but should not be called by the class implementer |
| 121 | // @ts-expect-error This is OK. We use this method in tests. |
| 122 | // eslint-disable-next-line no-restricted-syntax |
| 123 | private async _run( |
| 124 | batch: Batch, |
| 125 | metadata: PipelineBatchMetadata |
| 126 | ): Promise<JsonStream> { |
| 127 | if (this.#initalized) { |
| 128 | throw new Error('pipeline entrypoint has already been initialized'); |
| 129 | } |
| 130 | |
| 131 | this.#batch = batch; |
| 132 | this.#initalized = true; |
| 133 | |
| 134 | // eslint-disable-next-line @typescript-eslint/no-unnecessary-condition |
| 135 | if (this.#batch.format === Format.JSON_STREAM) { |
| 136 | const records: I[] = await this.#readJsonStream(); |
| 137 | const transformed = await this.run(records, metadata); |
| 138 | return this.#sendJson(transformed); |
| 139 | } else { |
| 140 | throw new Error( |
| 141 | 'PipelineTransformationEntrypoint run supports only the JSON_STREAM batch format' |
| 142 | ); |
| 143 | } |
| 144 | } |
| 145 | |
| 146 | async #readJsonStream(): Promise<I[]> { |
| 147 | if (this.#batch?.format !== Format.JSON_STREAM) { |
| 148 | throw new Error(`expected JSON_STREAM not ${this.#batch?.format}`); |
| 149 | } |
| 150 | |
| 151 | const batch = this.#batch.data as ReadableStream<Uint8Array>; |
| 152 | |
| 153 | const data: I[] = []; |
| 154 | for await (const line of readLines(batch)) { |
| 155 | if (line.trim().length > 0) { |
| 156 | // guard against empty lines |
| 157 | data.push(JSON.parse(line) as I); |
| 158 | } |
| 159 | } |
| 160 | |
| 161 | return data; |
| 162 | } |
| 163 | |
| 164 | #sendJson(records: O[]): JsonStream { |
| 165 | if (!(records instanceof Array)) { |
| 166 | throw new Error('transformations must return an array of PipelineRecord'); |
| 167 | } |
| 168 | |
| 169 | let written = 0; |
| 170 | const encoder = new TextEncoder(); |
| 171 | const readable = new ReadableStream<Uint8Array>({ |
| 172 | start(controller): void { |
| 173 | for (const record of records) { |
| 174 | const encoded = encoder.encode(`${JSON.stringify(record)}\n`); |
| 175 | written += encoded.length; |
| 176 | controller.enqueue(encoded); |
| 177 | } |
| 178 | |
| 179 | controller.close(); |
| 180 | }, |
| 181 | }); |
| 182 | |
| 183 | if (!this.#batch) { |
| 184 | throw new Error('Batch should have been defined. Assertion error.'); |
| 185 | } |
| 186 | |
| 187 | return { |
| 188 | id: this.#batch.id, |
| 189 | shard: this.#batch.shard, |
| 190 | ts: this.#batch.ts, |
| 191 | format: Format.JSON_STREAM, |
| 192 | size: { |
| 193 | bytes: written, |
| 194 | rows: records.length, |
| 195 | }, |
| 196 | data: readable, |
| 197 | }; |
| 198 | } |
| 199 | } |