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streaming.ts
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import { ReadableStream, type Response } from "./_shims/mod.ts";
import { OpenAIError } from "./error.ts";
import { LineDecoder } from "./internal/decoders/line.ts";
import { APIError } from "./error.ts";
type Bytes = string | ArrayBuffer | Uint8Array | Buffer | null | undefined;
export type ServerSentEvent = {
event: string | null;
data: string;
raw: string[];
};
export class Stream<Item> implements AsyncIterable<Item> {
controller: AbortController;
constructor(
private iterator: () => AsyncIterator<Item>,
controller: AbortController,
) {
this.controller = controller;
}
static fromSSEResponse<Item>(
response: Response,
controller: AbortController,
) {
let consumed = false;
async function* iterator(): AsyncIterator<Item, any, undefined> {
if (consumed) {
throw new Error(
"Cannot iterate over a consumed stream, use `.tee()` to split the stream.",
);
}
consumed = true;
let done = false;
try {
for await (const sse of _iterSSEMessages(response, controller)) {
if (done) continue;
if (sse.data.startsWith("[DONE]")) {
done = true;
continue;
}
if (sse.event === null) {
let data;
try {
data = JSON.parse(sse.data);
} catch (e) {
console.error(`Could not parse message into JSON:`, sse.data);
console.error(`From chunk:`, sse.raw);
throw e;
}
if (data && data.error) {
throw new APIError(undefined, data.error, undefined, undefined);
}
yield data;
} else {
let data;
try {
data = JSON.parse(sse.data);
} catch (e) {
console.error(`Could not parse message into JSON:`, sse.data);
console.error(`From chunk:`, sse.raw);
throw e;
}
// TODO: Is this where the error should be thrown?
if (sse.event == "error") {
throw new APIError(
undefined,
data.error,
data.message,
undefined,
);
}
yield { event: sse.event, data: data } as any;
}
}
done = true;
} catch (e) {
// If the user calls `stream.controller.abort()`, we should exit without throwing.
if (e instanceof Error && e.name === "AbortError") return;
throw e;
} finally {
// If the user `break`s, abort the ongoing request.
if (!done) controller.abort();
}
}
return new Stream(iterator, controller);
}
/**
* Generates a Stream from a newline-separated ReadableStream
* where each item is a JSON value.
*/
static fromReadableStream<Item>(
readableStream: ReadableStream,
controller: AbortController,
) {
let consumed = false;
async function* iterLines(): AsyncGenerator<string, void, unknown> {
const lineDecoder = new LineDecoder();
const iter = readableStreamAsyncIterable<Bytes>(readableStream);
for await (const chunk of iter) {
for (const line of lineDecoder.decode(chunk)) {
yield line;
}
}
for (const line of lineDecoder.flush()) {
yield line;
}
}
async function* iterator(): AsyncIterator<Item, any, undefined> {
if (consumed) {
throw new Error(
"Cannot iterate over a consumed stream, use `.tee()` to split the stream.",
);
}
consumed = true;
let done = false;
try {
for await (const line of iterLines()) {
if (done) continue;
if (line) yield JSON.parse(line);
}
done = true;
} catch (e) {
// If the user calls `stream.controller.abort()`, we should exit without throwing.
if (e instanceof Error && e.name === "AbortError") return;
throw e;
} finally {
// If the user `break`s, abort the ongoing request.
if (!done) controller.abort();
}
}
return new Stream(iterator, controller);
}
[Symbol.asyncIterator](): AsyncIterator<Item> {
return this.iterator();
}
/**
* Splits the stream into two streams which can be
* independently read from at different speeds.
*/
tee(): [Stream<Item>, Stream<Item>] {
const left: Array<Promise<IteratorResult<Item>>> = [];
const right: Array<Promise<IteratorResult<Item>>> = [];
const iterator = this.iterator();
const teeIterator = (
queue: Array<Promise<IteratorResult<Item>>>,
): AsyncIterator<Item> => {
return {
next: () => {
if (queue.length === 0) {
const result = iterator.next();
left.push(result);
right.push(result);
}
return queue.shift()!;
},
};
};
return [
new Stream(() => teeIterator(left), this.controller),
new Stream(() => teeIterator(right), this.controller),
];
}
/**
* Converts this stream to a newline-separated ReadableStream of
* JSON stringified values in the stream
* which can be turned back into a Stream with `Stream.fromReadableStream()`.
*/
toReadableStream(): ReadableStream {
const self = this;
let iter: AsyncIterator<Item>;
const encoder = new TextEncoder();
return new ReadableStream({
async start() {
iter = self[Symbol.asyncIterator]();
},
async pull(ctrl: any) {
try {
const { value, done } = await iter.next();
if (done) return ctrl.close();
const bytes = encoder.encode(JSON.stringify(value) + "\n");
ctrl.enqueue(bytes);
} catch (err) {
ctrl.error(err);
}
},
async cancel() {
await iter.return?.();
},
});
}
}
export async function* _iterSSEMessages(
response: Response,
controller: AbortController,
): AsyncGenerator<ServerSentEvent, void, unknown> {
if (!response.body) {
controller.abort();
throw new OpenAIError(`Attempted to iterate over a response with no body`);
}
const sseDecoder = new SSEDecoder();
const lineDecoder = new LineDecoder();
const iter = readableStreamAsyncIterable<Bytes>(response.body);
for await (const sseChunk of iterSSEChunks(iter)) {
for (const line of lineDecoder.decode(sseChunk)) {
const sse = sseDecoder.decode(line);
if (sse) yield sse;
}
}
for (const line of lineDecoder.flush()) {
const sse = sseDecoder.decode(line);
if (sse) yield sse;
}
}
/**
* Given an async iterable iterator, iterates over it and yields full
* SSE chunks, i.e. yields when a double new-line is encountered.
*/
async function* iterSSEChunks(
iterator: AsyncIterableIterator<Bytes>,
): AsyncGenerator<Uint8Array> {
let data = new Uint8Array();
for await (const chunk of iterator) {
if (chunk == null) {
continue;
}
const binaryChunk = chunk instanceof ArrayBuffer
? new Uint8Array(chunk)
: typeof chunk === "string"
? new TextEncoder().encode(chunk)
: chunk;
let newData = new Uint8Array(data.length + binaryChunk.length);
newData.set(data);
newData.set(binaryChunk, data.length);
data = newData;
let patternIndex;
while ((patternIndex = findDoubleNewlineIndex(data)) !== -1) {
yield data.slice(0, patternIndex);
data = data.slice(patternIndex);
}
}
if (data.length > 0) {
yield data;
}
}
function findDoubleNewlineIndex(buffer: Uint8Array): number {
// This function searches the buffer for the end patterns (\r\r, \n\n, \r\n\r\n)
// and returns the index right after the first occurrence of any pattern,
// or -1 if none of the patterns are found.
const newline = 0x0a; // \n
const carriage = 0x0d; // \r
for (let i = 0; i < buffer.length - 2; i++) {
if (buffer[i] === newline && buffer[i + 1] === newline) {
// \n\n
return i + 2;
}
if (buffer[i] === carriage && buffer[i + 1] === carriage) {
// \r\r
return i + 2;
}
if (
buffer[i] === carriage &&
buffer[i + 1] === newline &&
i + 3 < buffer.length &&
buffer[i + 2] === carriage &&
buffer[i + 3] === newline
) {
// \r\n\r\n
return i + 4;
}
}
return -1;
}
class SSEDecoder {
private data: string[];
private event: string | null;
private chunks: string[];
constructor() {
this.event = null;
this.data = [];
this.chunks = [];
}
decode(line: string) {
if (line.endsWith("\r")) {
line = line.substring(0, line.length - 1);
}
if (!line) {
// empty line and we didn't previously encounter any messages
if (!this.event && !this.data.length) return null;
const sse: ServerSentEvent = {
event: this.event,
data: this.data.join("\n"),
raw: this.chunks,
};
this.event = null;
this.data = [];
this.chunks = [];
return sse;
}
this.chunks.push(line);
if (line.startsWith(":")) {
return null;
}
let [fieldname, _, value] = partition(line, ":");
if (value.startsWith(" ")) {
value = value.substring(1);
}
if (fieldname === "event") {
this.event = value;
} else if (fieldname === "data") {
this.data.push(value);
}
return null;
}
}
/** This is an internal helper function that's just used for testing */
export function _decodeChunks(chunks: string[]): string[] {
const decoder = new LineDecoder();
const lines: string[] = [];
for (const chunk of chunks) {
lines.push(...decoder.decode(chunk));
}
return lines;
}
function partition(str: string, delimiter: string): [string, string, string] {
const index = str.indexOf(delimiter);
if (index !== -1) {
return [
str.substring(0, index),
delimiter,
str.substring(index + delimiter.length),
];
}
return [str, "", ""];
}
/**
* Most browsers don't yet have async iterable support for ReadableStream,
* and Node has a very different way of reading bytes from its "ReadableStream".
*
* This polyfill was pulled from https://github.com/MattiasBuelens/web-streams-polyfill/pull/122#issuecomment-1627354490
*/
export function readableStreamAsyncIterable<T>(
stream: any,
): AsyncIterableIterator<T> {
if (stream[Symbol.asyncIterator]) return stream;
const reader = stream.getReader();
return {
async next() {
try {
const result = await reader.read();
if (result?.done) reader.releaseLock(); // release lock when stream becomes closed
return result;
} catch (e) {
reader.releaseLock(); // release lock when stream becomes errored
throw e;
}
},
async return() {
const cancelPromise = reader.cancel();
reader.releaseLock();
await cancelPromise;
return { done: true, value: undefined };
},
[Symbol.asyncIterator]() {
return this;
},
};
}
declare let Buffer: any;
type Buffer = any;