Thread pools on the JVM should usually be divided into the following three categories:
- CPU-bound
- Blocking IO
- Non-blocking IO polling
Each of these categories has a different optimal configuration and usage pattern.
Count empty values in csv file, grouped by column with pandas
Reference: Data Cleaning with Python and Pandas: Detecting Missing Values
| import scala.collection._ | |
| import com.twitter.util._ | |
| scala> val buffer = mutable.ArrayBuffer.empty[Int] | |
| scala> println(Time.measure { (0 to 50000000).foreach { buffer += _ } }.inMillis) | |
| 17610 | |
| scala> var vector = immutable.Vector.empty[Int] | |
| scala> println(Time.measure { (0 to 50000000).foreach { vector :+= _ } }.inMillis) | |
| 7865 |
Copyright © 2016-2018 Fantasyland Institute of Learning. All rights reserved.
A function is a mapping from one set, called a domain, to another set, called the codomain. A function associates every element in the domain with exactly one element in the codomain. In Scala, both domain and codomain are types.
val square : Int => Int = x => x * x| #!/usr/bin/env bash | |
| # lists all unused AWS security groups. | |
| # a group is considered unused if it's not attached to any network interface. | |
| # requires aws-cli and jq. | |
| # all groups | |
| aws ec2 describe-security-groups \ | |
| | jq --raw-output '.SecurityGroups[] | [.GroupName, .GroupId] | @tsv' \ | |
| | sort > /tmp/sg.all |
| public class Constants { | |
| /** | |
| * Contains the path to your Lambda function code. | |
| */ | |
| public static final String LAMBDA_TASK_ROOT = System.getenv("LAMBDA_TASK_ROOT"); | |
| /** | |
| * The environment variable is set to one of the following options, depending on the runtime of the Lambda function: | |
| * AWS_Lambda_nodejs, AWS_Lambda_nodejs4.3, AWS_Lambda_nodejs6.10 |
| // Use Gists to store code you would like to remember later on | |
| console.log(window); // log the "window" object to the console |
| import scala.slick.lifted.CanBeQueryCondition | |
| // optionally filter on a column with a supplied predicate | |
| case class MaybeFilter[X, Y](val query: scala.slick.lifted.Query[X, Y]) { | |
| def filter[T,R:CanBeQueryCondition](data: Option[T])(f: T => X => R) = { | |
| data.map(v => MaybeFilter(query.filter(f(v)))).getOrElse(this) | |
| } | |
| } | |
| // example use case | |
| import java.sql.Date |
| // get handle to build output | |
| def config = new HashMap() | |
| def bindings = getBinding() | |
| config.putAll(bindings.getVariables()) | |
| def out = config['out'] | |
| for (aSlave in hudson.model.Hudson.instance.slaves) { | |
| // check if executor is dead | |
| execList = aSlave.getComputer().getExecutors() | |
| for( exec in execList ) { |