Dataset Viewer
Auto-converted to Parquet Duplicate
char_count
int64
200
992k
dataset
stringclasses
5 values
domain
stringclasses
2 values
id
stringlengths
32
32
text
stringlengths
200
992k
timestamp
stringdate
2026-04-01 17:36:18
2026-04-03 14:59:37
tokens_count
int64
31
663k
2,540
github-top-code
code
fdefaa0d9765e75b35e28587493d60ff
#include "settings.h" #include <esp_log.h> #include <nvs_flash.h> #define TAG "Settings" Settings::Settings(const std::string& ns, bool read_write) : ns_(ns), read_write_(read_write) { nvs_open(ns.c_str(), read_write_ ? NVS_READWRITE : NVS_READONLY, &nvs_handle_); } Settings::~Settings() { if (nvs_handle_ != 0) { if (r...
2026-04-02 17:15:34
960
2,600
github-top-code
code
a01937dfd3a5bbddebe93d2454c09180
<# .SYNOPSIS Merges the latest changes from Library.Template into HEAD of this repo. .PARAMETER LocalBranch The name of the local branch to create at HEAD and use to merge into from Library.Template. #> [CmdletBinding(SupportsShouldProcess = $true)] Param( [string]$LocalBranch = "dev/$($env:USERNAME)/libtemplateUpdate"...
2026-04-02 17:15:34
760
9,173
github-top-code
code
38a1d05f07f65f2277a7b0be282e4bd5
//! Build script for PHPantomLSP. //! //! Parses `stubs/jetbrains/phpstorm-stubs/PhpStormStubsMap.php` and generates //! a Rust source file (`stub_map_generated.rs`) that: //! //! 1. Embeds every referenced PHP stub file via `include_str!`. //! 2. Provides static arrays mapping class names and function names to //! ind...
2026-04-02 17:15:34
2,926
964
github-top-code
code
86e2536fa97b9690e7895fe6161494dd
from __future__ import annotations import numpy as np class my_float: def __radd__(self, other: np.float32) -> my_float: return my_float() a = np.float32() b = np.float32() reveal_type(a + b) # Revealed type is "numpy.floating[numpy.typing._32Bit]" class _FloatOp(Protocol[_NBit1]): @overload def __call__(self, __other:...
2026-04-02 17:15:34
342
1,381
github-top-code
code
ab27feb455f8d73200981dec3cbbb5c2
from dataclasses import dataclass from typing import Any, Callable # here both `Parent` and `Child` are frozen dataclasses @dataclass(frozen=True) class Parent: __call__: Callable[..., None] def __call__(self, *args: Any, **kwargs: Any) -> None: # type: ignore raise NotImplementedError @dataclass(frozen=True) class Chi...
2026-04-02 17:15:34
407
481
github-top-code
code
35550333b8261a33702587ee23ef4b4b
from typing import Any @dataclass class C: dict:object # This attribute name shadows `dict` type, but it should not shadow the name inside of the `class` lexical scope; that's not how python works. d:dict # This attribute is annotated as `dict`. The interpreter does not pick up the previous shadowed attribute, but mypy...
2026-04-02 17:15:34
133
803
github-top-code
code
0e2d204b9acbff8d2781beafb391bd55
// Copyright 2023 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include "crash-reporter/crash_sender_paths.h" #include <gtest/gtest.h> namespace paths { namespace { // Chrome's crash report log file when not under the dry run mode. conste...
2026-04-02 17:15:34
221
498
github-top-code
code
9eb45fd16679f5728bfffc8d028ecedd
// Copyright 2024 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. // Provides the help string for the crosh "help_advanced" command. // // The actual command is handled by `main.rs`. use crate::dispatcher::{Command, Dispatcher}; pub fn regis...
2026-04-02 17:15:34
122
2,987
github-top-code
code
b8579bba7f64834897fbf3260c5c2f4c
// Copyright 2014 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include "debugd/src/dev_mode_no_owner_restriction.h" #include <gtest/gtest.h> namespace debugd { namespace { // Test class to fake different system state conditions. class Fa...
2026-04-02 17:15:34
892
849
github-top-code
code
64f1830bea6bb4123e8f7b7267ff4ed0
// Copyright 2021 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #ifndef HPS_DAEMON_FILTERS_THRESHOLD_FILTER_H_ #define HPS_DAEMON_FILTERS_THRESHOLD_FILTER_H_ #include <memory> #include "base/functional/callback.h" #include "hps/daemon/filt...
2026-04-02 17:15:34
226
3,203
github-top-code
code
f311d1305824f378e6d944c413544e84
// Copyright 2024 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include "init/startup/mount_var_home_encrypted_impl.h" #include <sys/mount.h> #include <memory> #include <optional> #include <stack> #include <string> #include <utility> #inc...
2026-04-02 17:15:34
884
1,939
github-top-code
code
5304194e98dce4518e974a5945f00b1b
// Copyright 2024 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include "odml/on_device_model/public/cpp/text_safety_assets.h" #include <cstdint> #include <string_view> #include <base/files/file.h> #include <base/files/file_util.h> #inclu...
2026-04-02 17:15:35
569
4,432
github-top-code
code
bdb7e95681f29be7ed161c874a838bb6
// Copyright 2014 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #ifndef POWER_MANAGER_POWERD_POLICY_INPUT_DEVICE_CONTROLLER_H_ #define POWER_MANAGER_POWERD_POLICY_INPUT_DEVICE_CONTROLLER_H_ #include <string> #include "power_manager/common/...
2026-04-02 17:15:35
1,140
2,054
github-top-code
code
5d620d1fe7280d984629f7adc62e580c
// Copyright 2022 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #ifndef SECANOMALYD_SYSTEM_CONTEXT_H_ #define SECANOMALYD_SYSTEM_CONTEXT_H_ #include <set> #include <base/files/file_path.h> #include <session_manager/dbus-proxies.h> using Se...
2026-04-02 17:15:35
524
1,944
github-top-code
code
31ee6248c3ded5f16d4c3241dd99da1e
// Copyright 2023 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #ifndef VM_TOOLS_CONCIERGE_MM_BALLOON_METRICS_H_ #define VM_TOOLS_CONCIERGE_MM_BALLOON_METRICS_H_ #include <string> #include <base/functional/callback.h> #include <base/sequen...
2026-04-02 17:15:35
565
2,321
github-top-code
code
48a09225a31fdfaa92a4cfbb856e3771
// Copyright 2022 The ChromiumOS Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #ifndef VTPM_BACKENDS_REAL_TPM_HANDLE_MANAGER_H_ #define VTPM_BACKENDS_REAL_TPM_HANDLE_MANAGER_H_ #include "vtpm/backends/tpm_handle_manager.h" #include <map> #include <unorde...
2026-04-02 17:15:35
710
3,032
github-top-code
code
8536568e9d61b4b3608510e79a2505c1
// Copyright 2023 The Dawn & Tint Authors // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // // 1. Redistributions of source code must retain the above copyright notice, this // list of conditions and the following d...
2026-04-02 17:15:35
743
7,437
github-top-code
code
fd85588807488acac4e7eef32ecf16db
// Copyright 2025 The Dawn & Tint Authors // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // // 1. Redistributions of source code must retain the above copyright notice, this // list of conditions and the following d...
2026-04-02 17:15:35
2,193
5,442
github-top-code
code
46cb020ba5ca8f5da5eb06f76d6ccf95
// Copyright 2014 The Chromium Authors. All rights reserved. // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include <algorithm> #include <set> #include "base/command_line.h" #include "base/strings/string_split.h" #include "gn/commands.h" #include "gn/metadata_wa...
2026-04-02 17:15:35
1,548
1,815
github-top-code
code
6baacf606dd9f473dba4adfc0551e86c
import threading import queue import time import random class Channel: MAX_REQUEST = 100 def __init__(self, threads): self.request_queue = queue.Queue(maxsize=self.MAX_REQUEST) self.thread_pool = [] self.cv = threading.Condition() for i in range(threads): self.thread_pool.append(WorkerThread("Worker-" + str(i), self)) ...
2026-04-02 17:15:35
540
10,171
github-top-code
code
a8e4bde282fdba4d395751649d6bef59
# Defines functions and macros useful for building Google Test and # Google Mock. # # Note: # # - This file will be run twice when building Google Mock (once via # Google Test's CMakeLists.txt, and once via Google Mock's). # Therefore it shouldn't have any side effects other than defining # the functions and macros. # ...
2026-04-02 17:15:35
3,346
3,468
github-top-code
code
d69cafdb1ed11641b468e33b7441baa1
use std::io::Write; use crate::{ args::{self, Usage, positional}, round::TimeSpanBalance, span::TimeSpan, }; const USAGE: &'static str = r#" Balance spans to a specified largest unit. When a unit isn't given, it defaults to `years`, which is the largest unit supported by Biff. Balancing a span refers to either collapsi...
2026-04-02 17:15:36
1,041
1,352
github-top-code
code
461f7fae46b34f6819ca2bd31870c714
'use strict'; /** * Created by:CaMnter */ /****************** * Promise.race() * ******************/ /** * Promise.race 方法也是用于将多个 Promise 实例 * 包装成一个新的 Promise 实例 * * 与 Promise.all 的区别在于:只要 Promise 数组中,有一个 Promise 最先改变状态 * 那么 Promise.race 返回的 Promise 实例 */ (function () { var arrayA = [true, false, false]; // 依然会走 then P...
2026-04-02 17:15:36
555
449
github-top-code
code
6188865845b41992792ae68c22b0b89c
// Copyright 2023 The Chromium Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. #include <iostream> void calcSum(int* x, int length, int& sum) { for (int i = 0; i < length; ++i) { sum += x[i]; } } int main() { int sum = 0, n = 10; int x[10]; /* initialize x...
2026-04-02 17:15:36
164
1,769
github-top-code
code
6f14ebfbf793a62e9bc265ba27128685
// Copyright 2025 The Chromium Authors // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. import * as i18n from './i18n.js'; describe('fetchAndRegisterLocaleData', () => { let fetchStub: sinon.SinonStub; beforeEach(() => { fetchStub = sinon.stub(window, 'fetch'); fet...
2026-04-02 17:15:36
600
1,853
github-top-code
code
f5be4d52db5fc166cec11222a0e724f8
/* * Copyright 2025 The Chromium Authors * Use of this source code is governed by a BSD-style license that can be * found in the LICENSE file. */ @scope to (devtools-widget > *) { :scope { position: fixed; z-index: 9999; /* subtract var(--sys-size-5) * 2 so that there is equal space on the left and on the right in smal...
2026-04-02 17:15:36
664
2,004
github-top-code
code
6c8e97dce989d9ad51d32a0ed1910b1a
# Copyright 2017 The TensorFlow Authors All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable l...
2026-04-02 17:15:36
610
2,411
github-top-code
code
3080598df0229807e43452ee71f24353
//------------------------------------------------------------------------------ // <auto-generated> // Este código fue generado por una herramienta. // Versión de runtime: 4.0.30319.42000 // // Los cambios de este archivo pueden provocar un comportamiento inesperado y se perderán si // el código se vuelve a generar. ...
2026-04-02 17:15:36
624
935
github-top-code
code
e168576a5d27e06b1a78fee657403290
/* eslint-disable no-undef */ const path = require('path'); const webpack = require('webpack'); module.exports = { mode: 'development', devtool: 'cheap-module-source-map', entry: { 'polymer-demos': './src/index.js' }, output: { path: path.resolve(__dirname, '..', 'dist'), filename: '[name].js', publicPath: '/' }, resol...
2026-04-02 17:15:36
313
360
github-top-code
code
0d2f234a796023f494c1e42e66a736b1
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * White space cannot be expressed as a Unicode escape sequence consisting of six characters, namely \u plus four hexadecimal digits * * @path ch07/7.2/S7.2_A5_T4.js * @description Use S...
2026-04-02 17:15:36
106
576
github-top-code
code
883379339053804543818fa2ffa7db03
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * Multi line comment can contain CARRIAGE RETURN (U+000D) * * @path ch07/7.3/S7.3_A5.2_T1.js * @description Insert CARRIAGE RETURN (U+000D) into multi line comment */ // CHECK#1 eval("/...
2026-04-02 17:15:36
230
298
github-top-code
code
6b29b75c533cfb3d3ac6368d5cb60579
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * DecimalLiteral :: ExponentPart is incorrect * * @path ch07/7.8/7.8.3/S7.8.3_A4.1_T2.js * @description ExponentPart :: E DecimalDigits * @negative */ //CHECK#1 E1
2026-04-02 17:15:36
94
465
github-top-code
code
bf275505a19623d64ffff79e63cead1b
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * Check For Statement for automatic semicolon insertion. * If automatic insertion semicolon would become one of the two semicolons in the header of a For Statement. * Use one semicolon ...
2026-04-02 17:15:36
129
369
github-top-code
code
f8ad8657344a2dc6d4f37eadbab0ac82
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * Operator x || y uses GetValue * * @path ch11/11.11/11.11.2/S11.11.2_A2.1_T4.js * @description If ToBoolean(x) is true and GetBase(y) is null, return true */ //CHECK#1 if ((true || x) ...
2026-04-02 17:15:36
133
561
github-top-code
code
101809dcdec479ae6bde1d58e5bdb57a
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * Operator --x returns x = ToNumber(x) - 1 * * @path ch11/11.4/11.4.5/S11.4.5_A3_T5.js * @description Type(x) is Object object or Function object */ //CHECK#1 var x = {}; --x; if (isNaN...
2026-04-02 17:15:36
205
942
github-top-code
code
f58ae53ffc302367c305507d3d9a625a
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * Operator x - y returns ToNumber(x) - ToNumber(y) * * @path ch11/11.6/11.6.2/S11.6.2_A3_T2.6.js * @description Type(x) is different from Type(y) and both types vary between String (pri...
2026-04-02 17:15:36
310
584
github-top-code
code
d9bc5a0e46ee830ba107d31748f8b3e9
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * 1. Evaluate Expression * * @path ch12/12.13/S12.13_A3_T2.js * @description Evaluating string expression */ // CHECK#1 try{ throw "exception"+" #1"; } catch(e){ if (e!=="exception #1")...
2026-04-02 17:15:37
192
956
github-top-code
code
f94cfd4a14b57c4ce0708a0564139b04
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
248
729
github-top-code
code
bdc2b696a54cfb3424740ab57b6c4f41
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
205
728
github-top-code
code
b6f9b2a304cba40ba113e0ab918adfb4
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
203
641
github-top-code
code
263df62f7ed5aa011d3bd756c8df0f61
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
193
900
github-top-code
code
dd7a9d602f87698f1009882e55505aaf
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
261
1,135
github-top-code
code
9484546049a894cc5941c82feb809e07
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
327
804
github-top-code
code
c80a51d4caee9188ec0dea8cde9925de
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
246
1,003
github-top-code
code
c535cab2c4dbc792a305a3491ed5010f
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
311
545
github-top-code
code
46b812804ab7753ef0d8e5daa41916df
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * Object.prototype.toLocaleString has not prototype property * * @path ch15/15.2/15.2.4/15.2.4.3/S15.2.4.3_A6.js * @description Checking if obtaining the prototype property of Object.pr...
2026-04-02 17:15:37
156
786
github-top-code
code
635b2555c305944d6f93646cc8c0f12e
/// Copyright (c) 2012 Ecma International. All rights reserved. /// Ecma International makes this code available under the terms and conditions set /// forth on http://hg.ecmascript.org/tests/test262/raw-file/tip/LICENSE (the /// "Use Terms"). Any redistribution of this code must retain the above /// copyright and this...
2026-04-02 17:15:37
218
625
github-top-code
code
3c25a86712a54bcb8a34aa6becc2adea
// Copyright 2009 the Sputnik authors. All rights reserved. // This code is governed by the BSD license found in the LICENSE file. /** * [[Get]] from not an inherited property * * @path ch15/15.4/15.4.4/15.4.4.3/S15.4.4.3_A3_T1.js * @description [[Prototype]] of Array instance is Array.prototype */ //CHECK#1 var n = 0;...
2026-04-02 17:15:37
230
1,412
github-top-code
code
e6ae5178fe793de3ac2db18916196d45
// delete operator on any type var ANY; var ANY1; var ANY2 = ["", ""]; var obj; var obj1 = { x: "", y: function () { } }; function foo() { var a; return a; } var A = (function () { function A() { } A.foo = function () { var a; return a; }; return A; })(); var M; (function (M) { M.n; })(M || (M = {})); var objA = new A(...
2026-04-02 17:15:37
417
293
github-top-code
code
d26f239b02180ca18427166c01de683c
// object types can define string indexers that are more specific than the default 'any' that would be returned // no errors expected below var o = {}; var r = o['']; var C = (function () { function C() { } return C; })(); var c; var r2 = c['']; var i; var r3 = i['']; var o2; var r4 = o2[''];
2026-04-02 17:15:37
96
255
github-top-code
code
85c02c65620477473322513ca04c05f4
var _Color = (function () { function _Color() { } return _Color; })(); var Color; (function (Color) { Color.namedColors; })(Color || (Color = {})); var a = Color.namedColors["azure"]; var a = Color.namedColors.blue; var a = Color.namedColors["pale blue"];
2026-04-02 17:15:37
78
2,205
github-top-code
code
198b1ffa1cba9ab6eff8f3492c88a730
import { useState, useCallback } from 'react' import { AttachedImage } from './types' export function useImageHandler() { const [attachedImages, setAttachedImages] = useState<AttachedImage[]>([]) const [isDragging, setIsDragging] = useState(false) const processImageFiles = useCallback((files: FileList | File[]) => { co...
2026-04-02 17:15:37
641
256
github-top-code
code
e5ed16afbe0ca701690f661c9d10c30a
import { Component, ViewEncapsulation } from '@angular/core' @Component({ selector: 'ex-guide-main', templateUrl: './main.component.html', styleUrls: ['./main.component.scss'], encapsulation: ViewEncapsulation.None, }) export class ExGuideMainComponent { }
2026-04-02 17:15:38
78
4,684
github-top-code
code
590d0cd00e8dbc47d6e6ae3d13730bcb
import { marked } from "https://cdn.jsdelivr.net/npm/marked/lib/marked.esm.js"; export class ChatbotView { #config; #container = document.querySelector("#ewcb-widget"); #header = document.querySelector(".ewcb-chat-header"); #messages = document.querySelector("#ewcb-messages"); #input = document.querySelector("#ewcb-inp...
2026-04-02 17:15:38
1,420
578
github-top-code
code
18f2139651021fa5cbb83a72e9cf7787
% British Royal family (small subset of) male(philip). male(william). male(harry). male(charles). male(george). female(elizabeth). female(diana). parent(elizabeth, charles). parent(philip, charles). parent(diana, william). parent(charles, william). parent(diana, harry). parent(charles, harry). parent(william, george). ...
2026-04-02 17:15:38
193
10,233
github-top-code
code
71688a6206d8a86d788a5ffddd8d95c7
#![allow(clippy::unwrap_used, clippy::expect_used, clippy::panic)] //! Tests for the kex_done callback and shared secret access. //! //! This feature enables protocol bridging use cases where applications need to //! derive additional encryption keys from the SSH KEX shared secret. use std::borrow::Cow; use std::sync::...
2026-04-02 17:15:38
3,297
1,245
github-top-code
code
08a63b34796726e707f01f870cdbe2c4
/* * Copyright 2017 GcsSloop * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, soft...
2026-04-02 17:15:38
336
4,810
github-top-code
code
9180e6a27056c3b7985e78b811e6ab7d
import json from pathlib import Path from typing import Any, Dict, Iterable, List from urllib.parse import urlparse import numpy as np import ray import typer from numpyencoder import NumpyEncoder from ray.air import Result from ray.train.torch.torch_checkpoint import TorchCheckpoint from typing_extensions import Annot...
2026-04-02 17:15:38
1,349
6,920
github-top-code
code
4b9407fd289d42a8e92595dd16e54f0c
package schema import ( _ "embed" "encoding/json" "fmt" "strings" "github.com/kaptinlin/jsonschema" "github.com/samber/oops" "gopkg.in/yaml.v3" ) //go:embed ai-rules-v2.schema.json var schemaV2JSON []byte //go:embed ai-rules-v3.schema.json var schemaV3JSON []byte var compiler = jsonschema.NewCompiler() const properties...
2026-04-02 17:15:38
1,918
18,255
github-top-code
code
214429866d3e6f20a5fa47b95d29fd48
//! Tests for background fixtures //! Generated from: testing_data/background #[cfg(test)] mod background { use axum::body::Body; use axum::http::Request; use serde_json::Value; use spikard::testing::TestServer; #[tokio::test] async fn test_background_background_event_logging() { // Fixture: Background event logging //...
2026-04-02 17:15:38
6,012
36,366
github-top-code
code
32bb822180f212d956ebc9286fd77e9f
//! Spikard Rust HTTP server for workload benchmarking. //! //! This server uses the actual Spikard Rust crate to test performance //! with Rust handlers (no FFI overhead). //! //! Provides both raw endpoints (no validation) and validated endpoints (with schema validation) //! at the /validated/ prefix. use axum::body:...
2026-04-02 17:15:38
12,030
1,318
github-top-code
code
4417651c5900f78e3f0cc4db7ea016d8
import org.gradle.api.initialization.resolve.RepositoriesMode pluginManagement { repositories { gradlePluginPortal() google() mavenCentral() } } rootProject.name = "android-browser-helper" dependencyResolutionManagement { repositories { repositoriesMode = RepositoriesMode.FAIL_ON_PROJECT_REPOS google() mavenCentral() /...
2026-04-02 17:15:38
418
End of preview. Expand in Data Studio

Keural Pretraining Datasets (Stage 2)

Stage 2 final production corpus for training the Keural Korean LLM. Quality-filtered, deduplicated, and domain-balanced across 4 domains.

Summary

Metric Value
Total input documents 836,302,981
Filter removed 137,495,801
Dedup removed 3,913
Final documents ~698,803,281
Total tokens ~507B
Domains English, Korean, Code, Science
Source datasets 41
Format Parquet (snappy compressed, sharded)
Upload runs 7 (2026-04-06 through 2026-04-20)

Token Progress by Domain

Domain Target Achieved Progress
English 175B 182.79B 104.4%
Korean 175B 134.67B 77.0%
Code 100B 116.10B 116.1%
Science 75B 74.28B 99.0%
Total 525B 507.84B 96.7%

Processing Pipeline

Raw Download (41 source datasets)
    |
Normalization (unified JSONL schema)
    |
Quality Filtering (repetition, entropy, vocabulary diversity)
    |
Language Filtering
    |
Toxicity Filtering
    |
Exact Deduplication (SHA-256)
    |
Near-Duplicate Removal (MinHash LSH, J >= 0.85)
    |
Audit Validation
    |
Token Quota Control (per-domain sharding)
    |
Final Output (~699M docs, ~507B tokens, Parquet shards)

Document Schema

{
  "id":           "string",
  "text":         "string",
  "dataset":      "string",
  "domain":       "string",
  "tokens_count": "int64",
  "char_count":   "int64",
  "timestamp":    "string"
}

Per-Dataset Statistics

Dataset Domain Input Filter Removed Filter% Dedup Removed Final Tokens
codeparrot_clean code 5,365,659 830,522 15.5% 25 4,535,112 8.51B
github-top-code code 1,121,474 386,174 34.4% 5 735,295 0.84B
starcoderdata code 42,191,832 10,358,759 24.6% 197 31,832,876 29.23B
the_stack_c code 21,383,810 6,871,870 32.1% 100 14,511,840 23.47B
the_stack_java code 31,222,087 4,228,499 13.5% 146 26,993,442 25.60B
the_stack_python code 24,214,204 4,435,320 18.3% 113 19,778,771 28.45B
ccnews english 71,629,440 4,116,717 5.8% 335 67,512,388 14.05B
falcon-refinedweb english 59,839,870 9,119,548 15.2% 279 50,720,043 38.04B
fineweb english 56,181,731 6,272,017 11.2% 262 49,909,452 48.04B
fineweb_edu english 57,121,167 4,062,743 7.1% 267 53,058,157 24.49B
gutenberg english 48,284 5,370 11.1% 0 42,914 0.80B
hplt_english_1 english 24,520,357 3,511,691 14.3% 114 21,008,552 18.75B
hplt_english_2 english 16,085,779 2,243,442 14.0% 75 13,842,262 11.79B
hplt_english_3 english 22,951,515 3,827,558 16.7% 107 19,123,850 14.99B
openwebtext english 8,013,769 453,330 5.7% 37 7,560,402 7.79B
wikipedia english 6,407,814 919,350 14.3% 29 5,488,435 4.05B
aihub_books korean 5,823 3,041 52.2% 0 2,782 0.79B
aihub_korean_corpus_literature korean 908 857 94.4% 0 51 0.01B
aihub_modu korean 58,997 4,714 8.0% 0 54,283 1.88B
aihub_online_colloquial korean 22,859 3,084 13.5% 0 19,775 0.07B
c4_korean korean 15,618,718 5,859,237 37.5% 73 9,759,408 11.12B
cc100_documents_korean korean 35,678,358 20,628,184 57.8% 166 15,050,008 8.20B
culturax_ko korean 17,072,188 3,483,474 20.4% 79 13,588,635 16.00B
fineweb2_korean korean 59,423,122 10,075,521 17.0% 278 49,347,323 32.56B
hplt_korean korean 38,866,835 7,089,724 18.2% 181 31,776,930 25.92B
korean_webtext korean 1,284,878 130,224 10.1% 6 1,154,648 1.13B
namuwiki korean 565,293 90,926 16.1% 2 474,365 0.98B
oscar_ko_only korean 3,675,420 1,134,326 30.9% 17 2,541,077 1.69B
wanjuan_korean korean 68,894,937 12,218,069 17.7% 322 56,676,546 34.00B
wikipedia_ko korean 515,425 42,667 8.3% 2 472,756 0.32B
algebraic_stack science 3,440,226 3,255,498 94.6% 16 184,712 0.37B
arxiv science 1,089,469 660,324 60.6% 5 429,140 5.25B
fiwebmath_4plus science 6,699,493 2,452,452 36.6% 31 4,247,010 5.18B
open-web-math science 6,315,233 2,473,219 39.2% 29 3,841,985 6.50B
open_med_text science 127,736 33,684 26.4% 0 94,052 0.68B
peS2o science 69,950,435 3,892,991 5.6% 327 66,057,117 50.47B
pubmed_abstracts science 15,517,555 606,713 3.9% 72 14,910,770 4.26B
s2orc science 43,180,281 1,713,962 4.0% 202 41,466,117 1.57B

Quality Filters

Filter Threshold
Character repetition ratio < 30%
Shannon entropy >= 3.0 bits
Vocabulary diversity >= 20% unique words

Deduplication

Stage Method Parameters
Exact SHA-256 hash O(1) lookup
Near-duplicate MinHash LSH 128 permutations, 3-gram shingles, J >= 0.85

Configuration

Parameter Value
Tokenizer mkd-ai/keural-tokenizer (SentencePiece)
Shard size ~200M tokens per file
Compression snappy

Upload Runs

Run Date
Run 1 2026-04-06
Run 2 2026-04-09
Run 3 2026-04-11
Run 4 2026-04-13
Run 5 2026-04-15
Run 6 2026-04-17
Run 7 2026-04-20

License Notes

This dataset inherits licensing restrictions from its source datasets. Users are responsible for reviewing the applicable license of each source before use. Commercial use may be restricted for certain datasets.

Dataset License Commercial Use
falcon-refinedweb ODC-By 1.0 Caution (copyright unclear)
fineweb ODC-By Yes
fineweb_edu ODC-By Yes
fineweb2_korean ODC-By Yes
open-web-math ODC-By 1.0 Yes
peS2o ODC-By Yes
s2orc ODC-By Yes
openwebtext MIT Yes
arxiv MIT Caution (individual paper copyright)
github-top-code MIT Yes (permissive only repos)
codeparrot_clean Permissive (filtered GitHub) Yes
wikipedia CC-BY-SA 3.0 Yes (with attribution)
wikipedia_ko Apache-2.0 Yes
gutenberg Public Domain Yes
hplt_korean CC0-1.0 Yes
hplt_english_1/2/3 CC0-1.0 Yes
oscar_ko_only Open (Common Crawl) Yes
c4_korean ODC-By Yes
cc100_documents_korean MIT Yes
ccnews Unknown Caution
culturax_ko Mixed (mC4 / OSCAR / CC) Caution
wanjuan_korean Apache-2.0 Yes
algebraic_stack MIT Yes
fiwebmath_4plus ODC-By Yes
korean_webtext Unspecified Caution
namuwiki CC BY-NC-SA 2.0 KR No (non-commercial only)
starcoderdata BigCode OpenRAIL-M Restricted
the_stack_c BigCode OpenRAIL-M Restricted
the_stack_java BigCode OpenRAIL-M Restricted
the_stack_python BigCode OpenRAIL-M Restricted
pubmed_abstracts CC0 (NLM/PubMed) Yes
aihub_modu AIHub Terms of Use No (research only)
aihub_books AIHub Terms of Use No (research only)
aihub_online_colloquial AIHub Terms of Use No (research only)
aihub_korean_corpus_literature AIHub Terms of Use No (research only)

Related Resources


Last Updated: 2026-04-27

Downloads last month
583