使用 Node.js 读取超大的文件（第一部分） #6157
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使用 Node.js 读取超大的文件（第一部分） #6157
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* Finish translation * Modify translation in code comments * Fix format and delete original paragraphs * Resolve modification suggestions * Remove an extra empty line * Update micro-frontends-2.md
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* 自托管你的静态资源 自托管你的静态资源 * update 自托管你的静态资源 update 自托管你的静态资源 * Update self-host-your-static-assets.md * Update self-host-your-static-assets.md 数字/英文间加空格 * 格式问题修正
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leviding
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校对认领 |
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@sunui 好的呢 🍺 |
sunui
reviewed
Jul 19, 2019
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| It piqued my interest as the challenge involved reading through very large files of data from the Federal Elections Commission and displaying back specific data from those files. Since I’ve not worked much with raw data, and I’m always up for a new challenge, I decided to tackle this with Node.js and see if I could complete the challenge myself, for the fun of it. | ||
| 这个挑战激起了我的兴趣，这个挑战要求我读取联邦选举委员会的大量数据文件，并且展示这些文件中的某些特定数据。由于我没有做过什么和原始数据相关的工作，并且我总是面临一些新的挑战，所以我决定用 Node.js 来解决这个问题，看看我是否能够完成这个挑战，并且从中找到乐趣。 |
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| I also added some variables (and comments) to hold various bits of data: a `lineCount`, `names` array, `donation` array and object, and `firstNames` array and `dupeNames` object. You’ll see where these come into play a little later. | ||
| 我还添加了一些变量（和注释）来保存各种数据：一个 `lineCount`，`names` 数组，`donation` 数组和对象，以及 `firstNames` 数组和 `dupeNames` 对象。你可以稍后看到它们发挥作用。 |
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| Donations also required me to make a similar object of key value pairs, create a `logDateElements()` function where I could nicely using ES6’s string interpolation to display the keys and values for each donation month. And then create a `new Map()` transforming the `dateDonations` object into an array of arrays, and looping through each array calling the `logDateElements()` function on it. Whew! Not quite as simple as I first thought. | ||
| 获取捐赠数量也需要一个类似的键值对对象，我们创建一个 `logDateElements()` 函数，我们可以使用 ES6 的字符串插值来展示每个月捐赠数量的键值。然后，创建一个 `new Map()` 将 `dateDonations` 对象转换为嵌套数组，并且对于每个数组元素调用 `logDateElements()` 函数。呼！并不想我开始想的那么简单。 |
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| But it worked. At least with the smaller 400MB file I was using for testing… | ||
| 但是它奏效了。虽然我用的是最小的 400 MB 的文件进行了这次测试... |
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| So neither of my current solutions was up for the full challenge. | ||
| 因此，我目前的解决方案都不能够完整这整个挑战。 |
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| The only other thing I had to change was the `names` answer. I had to fudge that a little bit since if I tried to add all 13MM names into an array, I again, hit the out of memory issue. I got around it, by just collecting the 432nd and 43,243rd names and adding them to their own array. Not quite what was being asked, but hey, I had to get a little creative. | ||
| 我唯一改变的内容是修改了 `names` 的结果。我不得不实话实说，因为我尝试将 1300 万个名字放到数组里面，结果还是发生了内存泄漏的问题。我绕过了这个问题，只收集了第 432 个和第 43243 个名字，并且将它们加入到了它们自己的数组当中。并不是因为其他什么原因，我只是想有点自己的创意。 |
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| In the end, Node.js’s pure file and big data handling functions fell a little short of what I needed, but with just one extra NPM package, EventStream, I was able to parse through a massive dataset without crashing the Node server. | ||
| 最后，Node.js 的纯文件和大数据处理功能与我需要的能力还有些差距，但是使用一些额外的 NPM 模块，比如 EventStream，让我能够解析巨大的数据而不会产生 Node 服务器的崩溃。 |
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| Stay tuned for [part two](https://bit.ly/2JdcO2g) of this series where I compare my three different ways of reading data in Node.js with performance testing to see which one is truly superior to the others. The results are pretty eye opening — especially as the data gets larger… | ||
| 请继续关闭本系列的[第二部分](https://bit.ly/2JdcO2g)在 Node.js 中读取数据的三种方式的性能进行了测试和比较，看看哪一种方式的性能能够优于其他方式。结果变得非常瞩目——特别是随着数据量的变大…… |
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| Stay tuned for [part two](https://bit.ly/2JdcO2g) of this series where I compare my three different ways of reading data in Node.js with performance testing to see which one is truly superior to the others. The results are pretty eye opening — especially as the data gets larger… | ||
| 请继续关闭本系列的[第二部分](https://bit.ly/2JdcO2g)在 Node.js 中读取数据的三种方式的性能进行了测试和比较，看看哪一种方式的性能能够优于其他方式。结果变得非常瞩目——特别是随着数据量的变大…… |
| * [Jib: Getting Expert Docker Results Without Any Knowledge of Docker](https://medium.com/@paigen11/jib-getting-expert-docker-results-without-any-knowledge-of-docker-ef5cba294e05) | ||
| * [Postman vs. Insomnia: API 测试工具的比较](https://medium.com/@paigen11/postman-vs-insomnia-comparing-the-api-testing-tools-4f12099275c1) | ||
| * [如何使用 Netflix 的 Eureka 和 Spring Cloud 来进行服务注册](https://medium.com/@paigen11/how-to-use-netflixs-eureka-and-spring-cloud-for-service-registry-8b43c8acdf4e) | ||
| * [Jib: 在不了解 Docker 的情况下得到专家级的 Docker 成果](https://medium.com/@paigen11/jib-getting-expert-docker-results-without-any-knowledge-of-docker-ef5cba294e05) |
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校对认领 |
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@JaneLdq 妥妥哒 🍻 |
JaneLdq
reviewed
Jul 20, 2019
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| It piqued my interest as the challenge involved reading through very large files of data from the Federal Elections Commission and displaying back specific data from those files. Since I’ve not worked much with raw data, and I’m always up for a new challenge, I decided to tackle this with Node.js and see if I could complete the challenge myself, for the fun of it. | ||
| 这个挑战激起了我的兴趣，这个挑战要求我读取联邦选举委员会的大量数据文件，并且展示这些文件中的某些特定数据。由于我没有做过什么和原始数据相关的工作，并且我总是面临一些新的挑战，所以我决定用 Node.js 来解决这个问题，看看我是否能够完成这个挑战，并且从中找到乐趣。 |
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| This blog post has an interesting inspiration point. Last week, someone in one of my Slack channels, posted a coding challenge he’d received for a developer position with an insurance technology company. | ||
| 这篇博文有一个非常有趣的启发点。上周，一位就职于一家保险科技公司的开发人员，在我的 Slack 频道上发布了一个编码挑战。 |
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「一位就职于一家保险科技公司的开发人员，在我的 Slack 频道上发布了一个编码挑战。」
我不是很确定这句话的意思，但我的理解是 =>「某个人在我的 Slack 频道上发布了一个编码挑战，这个挑战是他在申请一家保险技术公司的开发岗位时收到的。」
| * Notice that the 8th column contains a person’s name. Create an array with each first name. Identify the most common first name in the data and how many times it occurs. | ||
| * 实现一个可以打印出文件总行数的程序。 | ||
| * 注意，第八列包含了人的名字。编写一个程序来加载这些数据，并且创建一个数组，将所有的名字字符串保存进去。打印出第 432 个以及第 43243 个名字。 | ||
| * 注意，第五列包含了格式化的时间。计算每个月份出现的次数，并且将其打印到结果里。 |
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「计算每个月份出现的次数，并且将其打印到结果里。」=> 「计算每个月的捐赠数，并打印出结果。」
参考上下文，每条数据应该包含一个 donation 数组，这句话的意思应该是求按月求donation的次数和。
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| Processing large files is nothing new to JavaScript, in fact, in the core functionality of Node.js, there are a number of standard solutions for reading and writing to and from files. | ||
| 处理大型文件对于 JavaScript 来说并不是什么新鲜事了，实际上，在 JavaScript 的核心功能当中，有很多标准的解决方案可以进行文件的读写。 |
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「在 JavaScript 的核心功能当中，有很多标准的解决方案可以进行文件的读写。」=> 「在 Node.js 的核心功能当中，有很多进行文件读写的标准解决方案。」
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| The most straightforward is [`fs.readFile()`](https://nodejs.org/api/fs.html#fs_fs_readfile_path_options_callback) wherein, the whole file is read into memory and then acted upon once Node has read it, and the second option is [`fs.createReadStream()`](https://nodejs.org/api/fs.html#fs_fs_createreadstream_path_options), which streams the data in (and out) similar to other languages like Python and Java. | ||
| 其中，最直接的就是 [`fs.readFile()`](https://nodejs.org/api/fs.html#fs_fs_readfile_path_options_callback)，这个方法会将整个文件读入到内存当中，然后在 Node 执行后立即进行读取，第二个选择是 [`fs.createReadStream()`](https://nodejs.org/api/fs.html#fs_fs_createreadstream_path_options)，这个方法使用 stream 的方法处理数据的输入输出，类似于 Python 或者是 Java。 |
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「然后在 Node 执行后立即进行读取」=> 「在 Node 读取完成后立即执行操作」
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| I found my solution in the form of [`EventStream`](https://www.npmjs.com/package/event-stream), a popular NPM module with over 2 million weekly downloads and a promise “to make creating and working with streams easy”. | ||
| 我找到了使用 [`EventStream`](https://www.npmjs.com/package/event-stream) 的解决方案，一个每周超过 200 万下载量的，能够保证“让流的创建和工作更加简单”的流行的 NPM 模块。 |
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「一个每周超过 200 万下载量的，能够保证“让流的创建和工作更加简单”的流行的 NPM 模块」=> 「EventStream 是一个目前很流行的 NPM 模块，它每周有超过 200 万下载量，号称能够“让流的创建和使用更加简单”。」
这里稍微重组了一下句子顺序，感觉会更流畅一点。
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| Here’s my code new code using the NPM module EventStream. | ||
| 这个我的使用 EventStream NPM 模块实现的新代码。 |
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| Ok, with the new solution implemented, I again, fired up Node.js with my 2.55GB file and my fingers crossed this would work. Check out the results. |
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「好了，使用新的解决方案的实现，我又一次使用 2.55 GB 的文件启动了 Node.js，我可以叉着手等着工作完成了。」=> 「好了，新的解决方案实现好了，又一次，我使用 2.55 GB 的文件启动了 Node.js，同时双手合十祈祷这次能成功。」
my fingers crossed 应该等同于keep one's fingers crossed，取to hope for a good outcome for someone or something的意思
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| In the end, Node.js’s pure file and big data handling functions fell a little short of what I needed, but with just one extra NPM package, EventStream, I was able to parse through a massive dataset without crashing the Node server. | ||
| 最后，Node.js 的纯文件和大数据处理功能与我需要的能力还有些差距，但是使用一些额外的 NPM 模块，比如 EventStream，让我能够解析巨大的数据而不会产生 Node 服务器的崩溃。 |
There was a problem hiding this comment.
「但是使用一些额外的 NPM 模块，比如 EventStream，让我能够...」=> 「但是只要使用一个额外的 NPM 模块，Event Stream，我就能...」
作者这里的语气应该是想强调只需要 EventStream 这一个额外模块
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| Stay tuned for [part two](https://bit.ly/2JdcO2g) of this series where I compare my three different ways of reading data in Node.js with performance testing to see which one is truly superior to the others. The results are pretty eye opening — especially as the data gets larger… | ||
| 请继续关闭本系列的[第二部分](https://bit.ly/2JdcO2g)在 Node.js 中读取数据的三种方式的性能进行了测试和比较，看看哪一种方式的性能能够优于其他方式。结果变得非常瞩目——特别是随着数据量的变大…… |
leviding
approved these changes
Jul 23, 2019
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@LucaslEliane 已经 merge 啦~ 快快麻溜发布到 掘金，然后在本 PR 下回复文章链接，方便及时添加积分哟。 掘金翻译计划有自己的知乎专栏，你也可以投稿哈，推荐使用一个好用的插件。 |
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* translation/effiective BLoC pattern for flutter * feat: merge upstream master * 微前端：未来前端开发的新趋势 — 第二部分 (xitu#6068) * Finish translation * Modify translation in code comments * Fix format and delete original paragraphs * Resolve modification suggestions * Remove an extra empty line * Update micro-frontends-2.md * Create kotlin-clean-architecture.md (xitu#6085) * Create kotlin-clean-architecture.md * Update kotlin-clean-architecture.md * Update kotlin-clean-architecture.md * Create the-css-mindset.md (xitu#6088) * Xcode 和 LLDB 高级调试教程：第 2 部分 (xitu#6056) * 翻译部分文章 * Xcode 和 LLDB 高级调试教程：第 2 部分 * 参考 iWeslie 和 JasonWu1111 的校对意见进行校对，并添加校对名单 * 格式细节修改 * Update xcode-and-lldb-advanced-debugging-tutorial-part-2.md * Create collection-cognitive-biases-how-to-use-1.md (xitu#6092) * Create collection-cognitive-biases-how-to-use-2.md (xitu#6094) * Create collection-cognitive-biases-how-to-use-3.md (xitu#6093) * 微前端：未来前端开发的新趋势 — 第四部分 (xitu#6058) * 垂直排版：重提� writing-mode 垂直排版：重提� writing-mode * fix fix * 根据校对意见修改 根据校对意见修改 * fix 作品链接 * translate * 根据校对意见修改 * Create the-state-of-graphql-by-reddit.md (xitu#6099) * Create birdseye-go.md (xitu#6100) * Create fountaincodes.md (xitu#6101) * Create testing-react-apps-with-cypress.md (xitu#6102) * Update birdseye-go.md * 自托管你的静态资源 (xitu#6060) * 自托管你的静态资源 自托管你的静态资源 * update 自托管你的静态资源 update 自托管你的静态资源 * Update self-host-your-static-assets.md * Update self-host-your-static-assets.md 数字/英文间加空格 * 格式问题修正 * 微前端：未来前端开发的新趋势 — 第三部分 (xitu#6067) * Update micro-frontends-3.md 完成翻译 * Update micro-frontends-3.md 根据校对者意见修改完成 * Update micro-frontends-3.md * Web 流式文字排版的现状 (xitu#6071) * 流式字体排版的现状 * accessibility 释义修改 * 统一翻译为流式文字排版 * 格式调整 * 校对修改 * Update the-state-of-fluid-web-typography.md * 纠错 (xitu#6112) * 纠错 (xitu#6111) * 推广 PWA 安装的模式（移动端） (xitu#6087) * Update promoting-install-mobile.md 翻译完成 * 推广 PWA 安装的模式（移动端） 翻译完成 * 推广 PWA 安装的模式（移动端） 翻译完成 * Update promoting-install-mobile.md * 校对修改完成 校对修改完成 * Update promoting-install-mobile.md 添加校对者 * 使用 SVG 和 Vue.Js 构建动态树图 (xitu#6075) * 使用 SVG 和 Vue.Js 构建动态树图 * Update building-a-dynamic-tree-diagram-with-svg-and-vue-js.md * Update building-a-dynamic-tree-diagram-with-svg-and-vue-js.md * Update building-a-dynamic-tree-diagram-with-svg-and-vue-js.md * Update building-a-dynamic-tree-diagram-with-svg-and-vue-js.md * Update building-a-dynamic-tree-diagram-with-svg-and-vue-js.md * 格式问题修正 * 在 Python 中过度使用列表推导式和表达式生成器 (xitu#6059) * 在 Python 中过度使用列表解析器和生成表达式 在 Python 中过度使用列表解析器和生成表达式 * Update abusing-and-overusing-list-comprehensions-in-python.md JalanJiang 校对 完成 * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update TODO1/abusing-and-overusing-list-comprehensions-in-python.md Co-Authored-By: TrWestdoor <[email protected]> * Update abusing-and-overusing-list-comprehensions-in-python.md * Update abusing-and-overusing-list-comprehensions-in-python.md * Update abusing-and-overusing-list-comprehensions-in-python.md * 设计任何图表的六项原则 (xitu#6083) * translation_1 translation_1 * Proofreading_1 Proofreading_1 * 校对修改完成 校对修改完成 * 添加校对者 添加校对者 * Update redefining-data-visualization-at-google.md * Create creating-a-multi-level-hierarchical-flyout-navigation-menu-using-only-html-and-css.md (xitu#6117) * Create css-architecture-for-multiple-websites.md (xitu#6119) * Update css-architecture-for-multiple-websites.md * Create how-pagespeed-works.md (xitu#6121) * CSS 思维模式 (xitu#6124) * CSS 思维模式 CSS 思维模式 * adjust adjust * colon add colon & change some word * 校对修改完成 校对修改完成 * 校对修改_2 校对修改_2 * 使用 Gomobile 和 Gopherjs 的动态二维码数据传输 (xitu#6096) * Update animated-qr-data-transfer-with-gomobile-and-gopherjs.md * Update animated-qr-data-transfer-with-gomobile-and-gopherjs.md * 使用 Swift 5 构建一个 iOS 移动端群聊应用程序 (xitu#6084) * translation/effiective BLoC pattern for flutter * feat: merge upstream master * Update how-to-build-ios-mobile-group-chat-app-swift-5-pubnub.md * Update how-to-build-ios-mobile-group-chat-app-swift-5-pubnub.md * Update how-to-build-ios-mobile-group-chat-app-swift-5-pubnub.md * Update effective-bloc-pattern.md * Update how-to-build-ios-mobile-group-chat-app-swift-5-pubnub.md * Create the-10-statistical-techniques-data-scientists-need-to-master.md (xitu#6126) * Create the-10-statistical-techniques-data-scientists-need-to-master.md * Update the-10-statistical-techniques-data-scientists-need-to-master.md * Create 101-tips-for-being-a-great-programmer-human.md (xitu#6128) * Create 101-tips-for-being-a-great-programmer-human.md * Update 101-tips-for-being-a-great-programmer-human.md * Create xgboost-algorithm-long-may-she-reign.md (xitu#6127) * Create xgboost-algorithm-long-may-she-reign.md * Update xgboost-algorithm-long-may-she-reign.md * Update the-10-statistical-techniques-data-scientists-need-to-master.md * Create a-step-by-step-explanation-of-principal-component-analysis.md (xitu#6129) * Create a-step-by-step-explanation-of-principal-component-analysis.md * Update a-step-by-step-explanation-of-principal-component-analysis.md * Create when-to-standardize-your-data.md (xitu#6130) * Create when-to-standardize-your-data.md * Update when-to-standardize-your-data.md * Update when-to-standardize-your-data.md * 利用 84 种认知偏见设计更好的产品 —— 第一部分 (xitu#6114) * docs(*): long opening and Part 1 * docs(*): 5 & 6 biases * docs(*): 7~10 biases * docs(*): Don’t call me a loser * docs(*): Disproportionately emotional * fix(*): Proofreading * fix(*): Proofreading * docs(*): Adding proofreader * Update collection-cognitive-biases-how-to-use-1.md * Create responsive-design-ground-rules.md (xitu#6141) * Create 16-devtools-tips-and-tricks-every-css-developer-need-to-know.md (xitu#6143) * Create 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review 『learn-git-concepts-not-commands-2』； * 修正译文格式问题 * review 『learn-git-concepts-not-commands-2』； * 区域设置更改和 AndroidViewModel 反面模式 (xitu#6080) * Update locale-changes-and-the-androidviewmodel-antipattern.md * 字母间空格以及译者链接添加 * 对格式进行修改 * Update locale-changes-and-the-androidviewmodel-antipattern.md * 更新七月份杂项积分和礼物兑换积分 * fix 积分 * 更新七月份部分前端分类文章翻译校对积分 * 更新七月份前端分类文章翻译校对积分 * Update front-end.md * Update backend.md * fix 积分 * Update ios.md * Update ios.md * Update AI.md * Update android.md * Update product.md * Update design.md * 更新七月上半月其他文章翻译校对积分 * fix 积分 * Update using-node-js-to-read-really-really-large-files-pt-1.md * Update effective-bloc-pattern.md * Update using-node-js-to-read-really-really-large-files-pt-1.md * Update using-node-js-to-read-really-really-large-files-pt-1.md * Update using-node-js-to-read-really-really-large-files-pt-1.md
pingren
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This reverts commit 08b590f.
pingren
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Jul 31, 2019
This reverts commit 08b590f.
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译文翻译完成，resolve #6044