std/csv/parse_stream.ts

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// Copyright 2018-2024 the Deno authors. All rights reserved. MIT license.
// This module is browser compatible.
import {
convertRowToObject,
defaultReadOptions,
type LineReader,
parseRecord,
type ParseResult,
} from "./_io.ts";
import { TextDelimiterStream } from "@std/streams/text-delimiter-stream";
/** Options for {@linkcode CsvParseStream}. */
export interface CsvParseStreamOptions {
/** Character which separates values.
*
* @default {","}
*/
separator?: string;
/** Character to start a comment.
*
* Lines beginning with the comment character without preceding whitespace
* are ignored. With leading whitespace the comment character becomes part of
* the field, even you provide `trimLeadingSpace: true`.
*
* By default, no character is considered to be a start of a comment.
*/
comment?: string;
/** Flag to trim the leading space of the value.
*
* This is done even if the field delimiter, `separator`, is white space.
*
* @default {false}
*/
trimLeadingSpace?: boolean;
/**
* Allow unquoted quote in a quoted field or non-double-quoted quotes in
* quoted field.
*
* @default {false}
*/
lazyQuotes?: boolean;
/**
* Enabling checking number of expected fields for each row.
*
* If positive, each record is required to have the given number of fields.
* If 0, it will be set to the number of fields in the first row, so that
* future rows must have the same field count.
* If negative, no check is made and records may have a variable number of
* fields.
*
* If the wrong number of fields is in a row, a {@linkcode https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/SyntaxError | SyntaxError}
* is thrown.
*/
fieldsPerRecord?: number;
/**
* If you provide `skipFirstRow: true` and `columns`, the first line will be
* skipped.
* If you provide `skipFirstRow: true` but not `columns`, the first line will
* be skipped and used as header definitions.
*
* @default {false}
*/
skipFirstRow?: boolean;
/** List of names used for header definition. */
columns?: readonly string[];
}
class StreamLineReader implements LineReader {
#reader: ReadableStreamDefaultReader<string>;
#done = false;
constructor(reader: ReadableStreamDefaultReader<string>) {
this.#reader = reader;
}
async readLine(): Promise<string | null> {
const { value, done } = await this.#reader.read();
if (done) {
this.#done = true;
return null;
} else {
// NOTE: Remove trailing CR for compatibility with golang's `encoding/csv`
return stripLastCR(value!);
}
}
isEOF(): boolean {
return this.#done;
}
cancel() {
this.#reader.cancel();
}
}
function stripLastCR(s: string): string {
return s.endsWith("\r") ? s.slice(0, -1) : s;
}
/** Row return type. */
export type RowType<T> = T extends undefined ? string[]
: ParseResult<CsvParseStreamOptions, T>[number];
/**
* `CsvParseStream` transforms a stream of CSV-encoded text into a stream of
* parsed objects.
*
* A `CsvParseStream` expects input conforming to
* {@link https://www.rfc-editor.org/rfc/rfc4180.html | RFC 4180}.
*
* @example Usage with default options
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
* import { assertType, IsExact } from "@std/testing/types"
*
* const source = ReadableStream.from([
* "name,age\n",
* "Alice,34\n",
* "Bob,24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream());
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* ["name", "age"],
* ["Alice", "34"],
* ["Bob", "24"],
* ]);
* assertType<IsExact<typeof result, string[][]>>(true);
* ```
*
* @example Skip first row with `skipFirstRow: true`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
* import { assertType, IsExact } from "@std/testing/types"
*
* const source = ReadableStream.from([
* "name,age\n",
* "Alice,34\n",
* "Bob,24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({ skipFirstRow: true }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* { name: "Alice", age: "34" },
* { name: "Bob", age: "24" },
* ]);
* assertType<IsExact<typeof result, Record<string, string>[]>>(true);
* ```
*
* @example Specify columns with `columns` option
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
* import { assertType, IsExact } from "@std/testing/types"
*
* const source = ReadableStream.from([
* "Alice,34\n",
* "Bob,24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* columns: ["name", "age"]
* }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* { name: "Alice", age: "34" },
* { name: "Bob", age: "24" },
* ]);
* assertType<IsExact<typeof result, Record<"name" | "age", string>[]>>(true);
* ```
*
* @example Specify columns with `columns` option and skip first row with
* `skipFirstRow: true`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
* import { assertType, IsExact } from "@std/testing/types"
*
* const source = ReadableStream.from([
* "Alice,34\n",
* "Bob,24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* columns: ["name", "age"],
* skipFirstRow: true,
* }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [{ name: "Bob", age: "24" }]);
* assertType<IsExact<typeof result, Record<"name" | "age", string>[]>>(true);
* ```
*
* @example TSV (tab-separated values) with `separator: "\t"`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* "Alice\t34\n",
* "Bob\t24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* separator: "\t",
* }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* ["Alice", "34"],
* ["Bob", "24"],
* ]);
* ```
*
* @example Trim leading space with `trimLeadingSpace: true`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* " Alice,34\n ",
* "Bob, 24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* trimLeadingSpace: true,
* }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* ["Alice", "34"],
* ["Bob", "24"],
* ]);
* ```
*
* @example Quoted fields
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* `"a ""word""","com`,
* `ma,","newline`,
* `\n"\nfoo,bar,b`,
* `az\n`,
* ]);
* const stream = source.pipeThrough(new CsvParseStream());
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* ['a "word"', "comma,", "newline\n"],
* ["foo", "bar", "baz"]
* ]);
* ```
*
* @example Allow lazy quotes with `lazyQuotes: true`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* `a "word","1"`,
* `2",a","b`,
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* lazyQuotes: true,
* }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [['a "word"', '1"2', 'a"', 'b']]);
* ```
*
* @example Define comment prefix with `comment` option
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* "Alice,34\n",
* "# THIS IS A COMMENT\n",
* "Bob,24\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* comment: "#",
* }));
* const result = await Array.fromAsync(stream);
*
* assertEquals(result, [
* ["Alice", "34"],
* ["Bob", "24"],
* ]);
* ```
*
* @example Infer the number of fields from the first row with
* `fieldsPerRecord: 0`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
* import { assertRejects } from "@std/assert/rejects";
*
* const source = ReadableStream.from([
* "Alice,34\n",
* "Bob,24,CA\n", // Note that this row has more fields than the first row
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* fieldsPerRecord: 0,
* }));
* const reader = stream.getReader();
* assertEquals(await reader.read(), { done: false, value: ["Alice", "34"] });
* await assertRejects(
* () => reader.read(),
* SyntaxError,
* "record on line 2: expected 2 fields but got 3",
* );
* ```
*
* @example Enforce the number of field for each row with `fieldsPerRecord: 2`
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
* import { assertRejects } from "@std/assert/rejects";
*
* const source = ReadableStream.from([
* "Alice,34\n",
* "Bob,24,CA\n",
* ]);
* const stream = source.pipeThrough(new CsvParseStream({
* fieldsPerRecord: 2,
* }));
* const reader = stream.getReader();
* assertEquals(await reader.read(), { done: false, value: ["Alice", "34"] });
* await assertRejects(
* () => reader.read(),
* SyntaxError,
* "record on line 2: expected 2 fields but got 3",
* );
* ```
*
* @typeParam T The type of options for the stream.
*/
export class CsvParseStream<
const T extends CsvParseStreamOptions | undefined = undefined,
> implements TransformStream<string, RowType<T>> {
readonly #readable: ReadableStream<
string[] | Record<string, string | unknown>
>;
readonly #options: CsvParseStreamOptions;
readonly #lineReader: StreamLineReader;
readonly #lines: TextDelimiterStream;
#zeroBasedLineIndex = 0;
#isFirstRow = true;
// The number of fields per record that is either inferred from the first row
// (when options.fieldsPerRecord = 0), or set by the caller (when
// options.fieldsPerRecord > 0).
//
// Each possible variant means the following:
// "ANY": Variable number of fields is allowed.
// "UNINITIALIZED": The first row has not been read yet. Once it's read, the
// number of fields will be set.
// <number>: The number of fields per record that every record must follow.
#fieldsPerRecord: "ANY" | "UNINITIALIZED" | number;
#headers: readonly string[] = [];
/** Construct a new instance.
*
* @param options Options for the stream.
*/
constructor(options?: T) {
this.#options = {
...defaultReadOptions,
...options,
};
if (
this.#options.fieldsPerRecord === undefined ||
this.#options.fieldsPerRecord < 0
) {
this.#fieldsPerRecord = "ANY";
} else if (this.#options.fieldsPerRecord === 0) {
this.#fieldsPerRecord = "UNINITIALIZED";
} else {
// TODO: Should we check if it's a valid integer?
this.#fieldsPerRecord = this.#options.fieldsPerRecord;
}
this.#lines = new TextDelimiterStream("\n");
this.#lineReader = new StreamLineReader(this.#lines.readable.getReader());
this.#readable = new ReadableStream({
pull: (controller) => this.#pull(controller),
cancel: () => this.#lineReader.cancel(),
});
}
async #pull(
controller: ReadableStreamDefaultController<
string[] | Record<string, string | unknown>
>,
): Promise<void> {
const line = await this.#lineReader.readLine();
if (line === "") {
// Found an empty line
this.#zeroBasedLineIndex++;
return this.#pull(controller);
}
if (line === null) {
// Reached to EOF
controller.close();
this.#lineReader.cancel();
return;
}
const record = await parseRecord(
line,
this.#lineReader,
this.#options,
this.#zeroBasedLineIndex,
);
if (this.#isFirstRow) {
this.#isFirstRow = false;
if (this.#options.skipFirstRow || this.#options.columns) {
this.#headers = [];
if (this.#options.skipFirstRow) {
const head = record;
this.#headers = head;
}
if (this.#options.columns) {
this.#headers = this.#options.columns;
}
}
if (this.#options.skipFirstRow) {
return this.#pull(controller);
}
if (this.#fieldsPerRecord === "UNINITIALIZED") {
this.#fieldsPerRecord = record.length;
}
}
if (
typeof this.#fieldsPerRecord === "number" &&
record.length !== this.#fieldsPerRecord
) {
throw new SyntaxError(
`record on line ${
this.#zeroBasedLineIndex + 1
}: expected ${this.#fieldsPerRecord} fields but got ${record.length}`,
);
}
this.#zeroBasedLineIndex++;
if (record.length > 0) {
if (this.#options.skipFirstRow || this.#options.columns) {
controller.enqueue(convertRowToObject(
record,
this.#headers,
this.#zeroBasedLineIndex,
));
} else {
controller.enqueue(record);
}
} else {
return this.#pull(controller);
}
}
/**
* The instance's {@linkcode ReadableStream}.
*
* @example Usage
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* "name,age\n",
* "Alice,34\n",
* "Bob,24\n",
* ]);
* const parseStream = new CsvParseStream({ skipFirstRow: true });
* const parts = source.pipeTo(parseStream.writable);
* assertEquals(await Array.fromAsync(parseStream.readable), [
* { name: "Alice", age: "34" },
* { name: "Bob", age: "24" },
* ]);
* ```
*
* @returns The instance's {@linkcode ReadableStream}.
*/
get readable(): ReadableStream<RowType<T>> {
return this.#readable as ReadableStream<RowType<T>>;
}
/**
* The instance's {@linkcode WritableStream}.
*
* @example Usage
* ```ts
* import { CsvParseStream } from "@std/csv/parse-stream";
* import { assertEquals } from "@std/assert/equals";
*
* const source = ReadableStream.from([
* "name,age\n",
* "Alice,34\n",
* "Bob,24\n",
* ]);
* const parseStream = new CsvParseStream({ skipFirstRow: true });
* const parts = source.pipeTo(parseStream.writable);
* assertEquals(await Array.fromAsync(parseStream.readable), [
* { name: "Alice", age: "34" },
* { name: "Bob", age: "24" },
* ]);
* ```
*
* @returns The instance's {@linkcode WritableStream}.
*/
get writable(): WritableStream<string> {
return this.#lines.writable;
}
}