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GitHub - eriklindernoren/ML-From-Scratch: Bare bones Python implementations of various ... - 0 views

github.com/...ML-From-Scratch machine learning ai
shared by crazylion lee on 27 Feb 17 - No Cached
  • crazylion lee on 27 Feb 17
     
    "Bare bones Python implementations of various Machine Learning models and algorithms."
2More

ssl - How to get .pem file from .key and .crt files? - Stack Overflow - 0 views

stackoverflow.com/...em-file-from-key-and-crt-files https security server nginx apache ssl key
shared by 張 旭 on 22 Feb 17 - No Cached
  • openssl rsa -in server.key -text > private.pem openssl x509 -inform PEM -in server.crt > public.pem
  • A pem file contains the certificate and the private key.
18More

certificate - What is a Pem file and how does it differ from other OpenSSL Generated Ke... - 0 views

serverfault.com/...her-openssl-generated-key-file https security server apache nginx system
shared by 張 旭 on 22 Feb 17 - No Cached
  • Certificate Signing Request.
  • Some applications can generate these for submission to certificate-authorities
  • These get signed by the CA and a certificate is returned
  • ...15 more annotations...
  • The returned certificate is the public certificate (which includes the public key but not the private key), which itself can be in a couple of formats.
  • this is a container format that may include just the public certificate (such as with Apache installs, and CA certificate files /etc/ssl/certs), or may include an entire certificate chain including public key, private key, and root certificates
  • Privacy Enhanced Mail (PEM), a failed method for secure email but the container format it used lives on
  • This is a PEM formatted file containing just the private-key of a specific certificate and is merely a conventional name and not a standardized one.
  • The rights on these files are very important
  • /etc/ssl/private
  • OpenSSL can convert these to .pem
  • .cert .cer .crt A .pem (or rarely .der) formatted file with a different extension
  • there are four different ways to present certificates and their components
  • used preferentially by open-source software
  • It can have a variety of extensions (.pem, .key, .cer, .cert, more)
  • The parent format of PEM
  • a binary version of the base64-encoded PEM file.
  • PEM on it's own isn't a certificate, it's just a way of encoding data
  • X.509 certificates are one type of data that is commonly encoded using PEM.
12More

I am a puts debuggerer | Tenderlovemaking - 0 views

tenderlovemaking.com/...i-am-a-puts-debuggerer.html ruby programming debug rails
shared by 張 旭 on 22 Feb 17 - No Cached
  • method(:render).source_location
  • method(:render).super_method.source_location
  • unbind the method from Kernel, rebind it to the request
  • ...9 more annotations...
  • The TracePoint allocated here will fire on every “call” event and the block will print out the method name and location of the call.
  • The -d flag will enable warnings and also print out every line where an exception was raised.
  • re-raised
  • RUBYOPT=-d bundle exec rake test
  • The RUBYOPT environment variable will get applied to every Ruby program that is executed in this shell, even sub shells executed by rake.
  • @sharing.freeze
  • can't modify frozen Hash
  • where the first mutation happened
  • I hit Ctrl-T (sorry, this only works on OS X, you’ll need to use kill on Linux
57More

从达标到卓越 -- API 设计之道 | Taobao FED | 淘宝前端团队 - 0 views

taobaofed.org/...index.html api system development programming taobao
shared by 張 旭 on 21 Feb 17 - No Cached
  • 高级语言和自然语言（英语）其实相差无几，因此正确地使用（英语的）词法和语法是程序员最基本的素养。
  • 只要能够足够接近人类的日常语言和思维，并且不需要引发额外的大脑思考，那就是易用
  • 词法和语法
  • ...53 more annotations...
  • 语义
  • 版本控制
  • 正确地拼写一个单词是底线
  • 认真地注意 IDE 的 typo 提示（单词拼写错误提示）
  • state 是整个 Component 状态机中的某一个特定状态，既然描述为了状态机，那么状态和状态之间是互相切换的关系。所以对于初始状态，用 initial 来修饰。
  • props 是指 Element 的属性，要么是不存在某个属性值后来为它赋值，要么是存在属性的默认值后来将其覆盖。所以这种行为，default 是合理的修饰词。
  • 成对出现的词应该是：show & hide、open & close。
  • 成对出现的正反义词不可混用
  • 在复数的风格上保持一致，要么所有都是 -s，要么所有都是 -list。
  • 涉及到诸如字典（Dictionary）、表（Map）的时候，不要使用复数！
  • 「map」本身已经包含了这层意思，不需要再用复数去修饰它
  • 最好遵从惯例，使用名词组合 success 和 failure
  • 方法命名用动词
  • 属性命名用名词
  • 布尔值类型用形容词
  • 首字母缩写词的所有字母均大写。（如果某个语言环境有明确的业界惯例，则遵循惯例。）
  • 如果什么都没定，也没业界惯例，那么把单词写全了总是不会错的。
  • React 采用了 componentDidMount 这种过去时风格，而没有使用 componentMounted，从而跟 componentWillMount 形成对照组，方便记忆。
  • 尽量避免使用被动语态。因为被动语态看起来会比较绕，不够直观，因此我们要将被动语态的 API 转换为主动语态。
  • 无论是友好的参数设置，还是让人甜蜜蜜的语法糖，都体现了程序员的人文关怀。
  • 在文件（file）层面同样如此，一个文件只编写一个类，保证文件的职责单一（当然这对很多语言来说是天然的规则）。
  • 将混杂在一个大坨函数中的两件独立事情拆分出去，保证函数（function）级别的职责单一。
  • 现实中的 OOP 编程场景难免触及副作用。
  • 函数本身的运行稳定可预期
  • 函数的运行不对外部环境造成意料外的污染
  • SPM 是阿里通用的埋点统计方案
  • 对外部造成污染一般是两种途径：一是在函数体内部直接修改外部作用域的变量，甚至全局变量；二是通过修改实参间接影响到外部环境，如果实参是引用类型的数据结构。
  • 控制读写权限
  • 优化参数顺序。相关性越高的参数越要前置
  • 可省略的参数后置，以及 为可省略的参数设定缺省值
  • 将可省参数后置同样是最佳实践。
  • 重载（overload）
  • 如果入口参数无法进行有效区分，不要选择重载
  • 根本不明白某个 Boolean 标记位是用来干嘛的，这大大降低了用户的开发体验，以及代码可读性。
    • 張 旭
      張 旭 on 21 Feb 17
       
      我在 ADATA 的 message saver 犯了一樣的錯誤。
  • 同时支持单个和批量的处理，可以降低用户的认知负担。
  • 让 setter 型 API 始终返回 this。这是 jQuery 为我们带来的经典启示 —— 通过返回 this，来产生一种「链式调用（chaining）」的风格
  • 对异步操作都返回一个 Promise
  • 对于一些创造出来的、业务特色的词汇，如果不能用英语简明地翻译，就直接用拼音
  • 一致性可以最大程度降低信息熵
  • 打 log 要么都用中文，要么都用英文。
  • 所有的 setter 操作必须返回 this
  • 「大版本号」即「语义化版本命名」<major>.<minor>.<patch> 中的第一位 <major> 位
  • 接口的扩展方式有很多，比如：继承（extend）、组合（mixin）、装饰（decorate）
  • 在逻辑上确实存在派生关系，并且需要沿用基类行为同时自定义行为的，采用重量级的继承
  • 仅仅是扩充一些行为功能，但是逻辑上压根不存在父子关系的，使用组合
  • 装饰手法更多应用于给定一个接口，将其包装成多种适用于不同场景新接口的情况
  • $.fn.customMethod = function() {};
  • 合理的做法是新增一个 subType 字段
  • 抽象级别一般来说越高越好，将 API 设计成业务无关的，更通用，而且方便扩展
  • 利用多态性（Polymorphism）构建 Consistent APIs。
  • 作为 API 的开发者，一定要提供足够场景适用的 API，来引导我们的用户，不要让他们做出一些出人意料的「妙用」之举
  • 写代码，就像写作，而设计 API 好比列提纲。
  • Think about future, design with flexibility, but only implement for production.
14More

Containers Vs. Config Management - 0 views

blog.containership.io/config-management-e64cbb744a94 docker devops deploy config ansible puppet system
shared by 張 旭 on 16 Feb 17 - No Cached
  • With configuration management systems, you write code that describes how you want some component of your systems to be installed and configured, and when you execute the code on your server, it should end up in the desired state.
  • building a hosting platform that is capable of a lot of things that system administrators used to do manually
  • build modules on deployment via bundler or npm or similar, it can be incredibly slow to run, taking minutes or longer in some cases
  • ...10 more annotations...
  • pulling from git is slow.
  • deploying with configuration management tools is a pain in the ass and error prone.
  • Support for containers has existed in the Linux kernel since version 2.6.24 when cgroup support was added
  • All of the logic that used to live in your cookbooks/playbooks/manifests/etc now lives in a Dockerfile that resides directly in the repository for the application it is designed to build
  • All of the dependencies of the application are bundled with the container which means no need to build on the fly on every server during deployment.
  • Containers bring standardization which allows for systems like centralized logging, monitoring, and metrics to easily snap into place no matter what is running in the container.
  • Dockerfiles do not give you the same level of control over configuration as your application transitions between environments, like dev, staging, and production.
  • You may even need to have different Dockerfile’s for each environment in certain cases.
  • configuration management systems now have hooks for docker integration.
  • Config management will only be used to install Docker, an orchestration system, configure PAM/SSH auth, and tune OS sysctl values.
  • 張 旭 on 16 Feb 17
     
    "With configuration management systems, you write code that describes how you want some component of your systems to be installed and configured, and when you execute the code on your server, it should end up in the desired state."
25More

mqtt - 0 views

mosquitto.org/mqtt-7.html mqtt server queue message system
shared by 張 旭 on 15 Feb 17 - No Cached
  • MQTT is a lightweight publish/subscribe messaging protocol. It is useful for use with low power sensors
  • The MQTT protocol is based on the principle of publishing messages and subscribing to topics, or "pub/sub".
  • Multiple clients connect to a broker and subscribe to topics that they are interested in
  • ...22 more annotations...
  • Many clients may subscribe to the same topics
  • The broker and MQTT act as a simple, common interface for everything to connect to
  • Messages in MQTT are published on topics
  • no need to configure a topic, publishing on it is enough
  • Topics are treated as a hierarchy, using a slash (/) as a separator.
  • Clients can receive messages by creating subscriptions
  • A subscription may be to an explicit topic
  • Two wildcards are available, + or #.
  • # can be used as a wildcard for all remaining levels of hierarchy
  • + can be used as a wildcard for a single level of hierarchy
  • Zero length topic levels are valid, which can lead to some slightly non-obvious behaviour.
  • The QoS defines how hard the broker/client will try to ensure that a message is received.
  • Messages may be sent at any QoS level, and clients may attempt to subscribe to topics at any QoS level
  • the client chooses the maximum QoS it will receive
  • if a client is subscribed with QoS 2 and a message is published on QoS 0, the client will receive it on QoS 0.
  • 1: The broker/client will deliver the message at least once, with confirmation required.
  • All messages may be set to be retained.
  • the broker will keep the message even after sending it to all current subscribers
  • useful as a "last known good" mechanism
  • If clean session is set to false, then the connection is treated as durable
  • when the client disconnects, any subscriptions it has will remain and any subsequent QoS 1 or 2 messages will be stored until it connects again in the future
  • If clean session is true, then all subscriptions will be removed for the client when it disconnects
9More

Best Practices · mperham/sidekiq Wiki - 0 views

github.com/...Best-Practices rails ruby background job sidekiq programming
shared by 張 旭 on 08 Feb 17 - No Cached
  • Don't save state to Sidekiq, save simple identifiers.
  • Look up the objects once you actually need them in your perform method.
  • The Sidekiq client API uses JSON.dump to send the data to Redis
  • ...6 more annotations...
  • The Sidekiq server pulls that JSON data from Redis and uses JSON.load to convert the data back into Ruby types to pass to your perform method
  • Idempotency means that your job can safely execute multiple times
  • use a database transaction to ensure data changes are rolled back if there is an error
  • Sidekiq will execute your job at least once.
  • Sidekiq is designed for parallel execution so design your jobs so you can run lots of them in parallel
  • Sidekiq will not provide features which hack around a lack of concurrency in your jobs.
5More

http - nginx upload client_max_body_size issue - Stack Overflow - 0 views

stackoverflow.com/...oad-client-max-body-size-issue nginx upload file http server
shared by 張 旭 on 26 Sep 16 - No Cached
  • nginx "fails fast" when the client informs it that it's going to send a body larger than the client_max_body_size by sending a 413 response and closing the connection.
  • Because nginx closes the connection, the client sends data to the closed socket, causing a TCP RST.
  • Most clients don't read responses until the entire request body is sent.
  • ...2 more annotations...
  • Client body and buffers are key because nginx must buffer incoming data.
  • The clean setting frees up memory and consumption limits by instructing nginx to store incoming buffer in a file and then clean this file later from disk by deleting it.
1More

Flood fill - Wikipedia - 0 views

en.wikipedia.org/Flood_fill computer programming Science algorithm fill
shared by crazylion lee on 30 Jan 17 - Cached
  • crazylion lee on 30 Jan 17
     
    "Flood fill, also called seed fill, is an algorithm that determines the area connected to a given node in a multi-dimensional array. It is used in the "bucket" fill tool of paint programs to fill connected, similarly-colored areas with a different color, and in games such as Go and Minesweeper for determining which pieces are cleared. When applied on an image to fill a particular bounded area with color, it is also known as boundary fill."
1More

Jupyter Notebook Viewer - 0 views

nbviewer.jupyter.org/...Advent%20of%20Code.ipynb computer programming Science python
shared by crazylion lee on 30 Jan 17 - No Cached
  • crazylion lee on 30 Jan 17
     
    "Advent of Code Solutions"
1More

Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields - 0 views

www.gitxiv.com/...estimation-using-part-affinity pose 2d programming computer Science
shared by crazylion lee on 30 Jan 17 - No Cached
  • crazylion lee on 30 Jan 17
     
    "We present a realtime approach for multi-person 2D pose estimation that predicts vector fields, which we refer to as Part Affinity Fields (PAFs), that directly expose the association between anatomical parts in an image. The architecture is designed to jointly learn part locations and their association, via two branches of the same sequential prediction process."
1More

1. Overview - Professional Software Development 2017.01 - 0 views

mixmastamyk.bitbucket.io/...sdlc_1_intro.html software development
shared by crazylion lee on 30 Jan 17 - No Cached
  • crazylion lee on 30 Jan 17
     
    "This quote (sometimes attributed to Leonardo da Vinci), applies to many types of creative work including software development. Unfortunately perfection is never achieved, only approached, as we close in bit-by-bit to its asymptote . "
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