Tips and Tricks for Docker

docker run -d -p 80:80 --name webserver nginx
-v host-dir:container-dir
-p host-port:container-port

docker ps
Attach to existing container's shell
docker exec -it container_id /bin/sh

docker kill/stop $(docker ps -q)
docker build --no-cache .
docker-compose build --no-cache mysql

Delete all containers
docker rm $(docker ps -a -q)
Delete all images
docker rmi -f $(docker images -q)

docker system df
docker system prune

Increase docker memory
In advance tab of preference, change the memory or cpu.
configure --memory 6g in docker run command to set a different value.

docker stats
check memory and cpu usage

RUN creates an intermediate container, runs the script and freeze the new state of that container in a new intermediate image.


Prefer exec form over shell form
docker run --entrypoint [my_entrypoint] containter_name [command 1] [arg1] [arg2]

Use COPY if don't need ADD's specical features

Use dockerfile to build each image, docker compose file to assemble them.

EXPOSE 8983-8986
USER builder

Tips and Tricks for Atom Editor

-- Disabled by default; find autosave in packages, go to its settigns and select "enabled".
Find whitespace package, uncheck Ensure Single Trailing Newline option
- Auto Reveal
Atom -> Preference -> Editor -> Enable soft wrap
Atom -> Config
    enabled: true
    softWrap: true
    ensureSingleTrailingNewline: false

Line Ending Converter
-- It can format json, xml and other program langs such as java etc.
dictionary: ctrl-cmd-k
-- Copy JSON data save as a.json. jsonlint will automatically run and check the json data.

Command Palette: Cmd-shift-P
Goto line:              Ctrl + g
Go to Matching Bracket Ctrl+m
Toggle Tree View: Cmd+\
Fuzzy Find Files
Increase Font Size: Cmd++
Decrease Font Size: Cmd+-

Convert to Upper Case: ⌘-k-u 
Convert to Lower Case: ⌘-k-L
Cut to End of Line:        Ctrl-k
Delete Line:               Ctrl+Shift+k

cmd+shift+: to bring up the list of corrections

How Solr Create Collection - Learn Solr Code

Test Code to create collections
MiniSolrCloudCluster cluster = new MiniSolrCloudCluster(4 /*numServers*/, testBaseDir, solrXml, JettyConfig.builder().setContext("/solr").build());
cluster.createCollection(collectionName, 2/*numShards*/, 2/*replicationFactor*/, "cie-default", null);

CollectionsHandler.handleRequestBody(SolrQueryRequest, SolrQueryResponse)

CollectionAction action = CollectionAction.get(a); // CollectionAction .CREATE(true)
CollectionOperation operation = CollectionOperation.get(action); //CollectionOperation .CREATE_OP(CREATE)

Map result =, rsp, this);
Return a mpa like this:
{name=collectionName, fromApi=true, replicationFactor=2, collection.configName=configName, numShards=2, stateFormat=2}

ZkNodeProps props = new ZkNodeProps(result);
if (operation.sendToOCPQueue) handleResponse(operation.action.toLower(), props, rsp, operation.timeOut);

CollectionsHandler. handleResponse
QueueEvent event = coreContainer.getZkController() .getOverseerCollectionQueue() .offer(Utils.toJSON(m), timeout);

This uses DistributedQueue.offer(byte[] data, long timeout) to add a task to /overseer/collection-queue-work/qnr-numbers.

It uses LatchWatcher to wait until this task is processed.

Overseer and OverseerCollectionProcessor

OverseerCollectionProcessor.processMessage(ZkNodeProps, String operation /*create*/)
OverseerCollectionProcessor.processMessage(ZkNodeProps, String)
OverseerCollectionProcessor.createCollection(ClusterState, ZkNodeProps, NamedList)

  ClusterStateMutator.getShardNames(numSlices, shardNames);
   positionVsNodes = identifyNodes(clusterState, nodeList, message, shardNames, repFactor); // round-robin if rule not set

  createConfNode(configName, collectionName, isLegacyCloud);
// This message will be processed by ClusterStateUpdater
// wait for a while until we do see the collection in the clusterState

  for (Map.Entry e : positionVsNodes.entrySet()) {
  if (isLegacyCloud) {
    shardHandler.submit(sreq, sreq.shards[0], sreq.params);
  } else {
    coresToCreate.put(coreName, sreq);

This will send http call and be handled by CoreAdminHandler.handleRequestBody.

  // if there were any errors while processing
  // the state queue, items would have been left in the
  // work queue so let's process those first
  byte[] data = workQueue.peek();
  boolean hadWorkItems = data != null;
  while (data != null)  {
    final ZkNodeProps message = ZkNodeProps.load(data);
    clusterState = processQueueItem(message, clusterState, zkStateWriter, false, null);
    workQueue.poll(); // poll-ing removes the element we got by peek-ing
    data = workQueue.peek();


  zkWriteCommand = processMessage(clusterState, message, operation);

  clusterState = zkStateWriter.enqueueUpdate(clusterState, zkWriteCommand, callback);

  case CREATE:
    return new ClusterStateMutator(getZkStateReader()).createCollection(clusterState, message);

overseer.ClusterStateMutator.createCollection(ClusterState, ZkNodeProps)

Gradle Tips and Tricks - 2017

Run tasks on sub-projects only
./gradlew sub-project:build

Skip Tasks
-x test -x findbugsMain -x findbugsTest

Run specific tests
gradle test --tests org.gradle.SomeTest.someMethod
gradle test --tests org.gradle.SomeTest
gradle test --tests org.gradle.internal*
//select all ui test methods from integration tests by naming convention
gradle test --tests *IntegTest*ui*
//selecting tests from different test tasks
gradle test --tests *UiTest integTest --tests *WebTest*ui

Install an artifact locally
apply plugin: 'maven-publish'
gradle publishToMavenLocal

Using artifacts from local maven
apply plugin: "maven"
allprojects {
  repositories {

gw - run gradle in sub folders
brew install gdub

- Figure out which projects are to take part in a build.
include ':repository', ':services', ':web-app' vs settings.gradle

allprojects {}
subprojects {}

Use doLast instead of <<
task copyJarToBin(type: Copy) {
    from createJar // shortcut for createJar.outputs.files
    into "d:/tmp"

task stopTomcat(type:Exec)

Config files
Startup script

settings.gradle in root folder
build.gradle for each module

--debug --stacktrace

Maven Tips and Tricks - 2016

Lessons Learned about Programming and Soft Skills - 2017

How to compare different approaches
- Always think about different approaches (even if you already finished/committed code)

- Don't just choose one that looks good
- List them and compare them
- Always ask you why choose this approache
- Try hard to find problems in your current approach, and how to fix them
For small coding
- Implement them if possible
- Then compare which makes code cleaner, less change etc
Example: Exclude source and javadoc from -jar
APP_BIN=$APP_BIN_DIR/$(ls $APP_BIN_DIR | grep -E 'jarName-version.*jar' | grep -v sources | grep -v javadoc | grep -v pom)

How to quickly scan/learn new classes
Sometimes we need quickly scan/check a bunch of related classes to check how to implement a function, use a method etc
- Check the class's Javadoc
- Check the class signature
- Check main methods:
  - static methods
  - using ctrol+o or outline view
- Check call hierarchy in source code
- Check test code/examples
- Google search code example

When refactor/change the code, also check/change/improve its related code.

Find related doc, check/read the doc carefully.
- Mark/Note the important part of the doc.

For some task, we can use the trial and error approach, just do it, then fix it.
But for some task(production or physical hardware related), it's better to figure out the right way to do it first.

Evaluate the outcome of the action. 
- best/worst outcome

How to implement/work on a feature
- what's goal, what to achieve
- how to test/verify/deploy/enable it in test or production environment easily 
  - useful tricks: dry-run, 
  - able to enable/disable default configuration automatically, but override it manually
- how to measure whether the change makes improvement

Think different/3+/more approaches
Compare them
Don't stop until find a solution that looks good to you
Use tools(notebook, whiteboard)
- Usually we are not happy with the first approach that comes to our minds, and find out a different approach: maybe it's a little better or maybe just be different. In some cases, we stop there: maybe we started to talk it with others or present it (to get others' ideas)
-Example: add Explanation to transform actions

Before ask a question
- Ask the question to yourself
- Try to Solve it by yourself

Verify the assumption
- Be aware of the the assumption we or others made in the design or the code.
- Verify whether it's true or not
- Example: one line one record in csv, one-to-one between tms id and bam_id

- Check and realize alternatives
Sometimes, we want A, but maybe B also works and is even better.
- Example: asset letter or account statement

Use tools
Write down in whiteboard or notebook or app
Take a picture now 
- always bring the phone

Check carefully and verify your claim before blame others or think others are wrong
We incline to think others are wrong or made a mistake even if someone told you he/she did that - we made a very brief search and didn't check carefully, then started to think they are wrong.

Prefer to use code to enforce the rule than documentation
Example: all tests must extends XbaseUnitTest.

Make API/feature easier
- to use
- to test/rollback in production (feature flag)

Realize your assumption/decision and verify it first
- Otherwise you may go farther but on the wrong path
Step by step and verify each step

Identify useful info and active quickly (or you may forget about it)
Don't let your past experience affect you
- Try it, it may be different this time
Example: big item delivery

When some thing totally doesn't make sense:
- maybe they are totally different things, you are comparing Apple with Banaba

Lessons Learned about Programming and Soft Skills - 2016

Bash Scripting Essentials

Brace Expansion
chown root /usr/{ucb/{ex,edit},lib/{ex?.?*,how_ex}}

Special Variables
$? Exit value of last executed command.
wait $pid

$! Process number of last background command.
$0 First word; that is, the command name. This will have the full pathname if it was found via a PATH search.
$n Individual arguments on command line (positional parameters).
$# Number of command-line arguments.

“$*” All arguments on command line as one string (“$1 $2…”). The values are separated by the first character in $IFS.
“$@” All arguments on command line, individually quoted (“$1” “$2” …).

-n string is not null.
-z string is null, that is, has zero length

Testing for File Characteristics
-d File is a directory
-e File exists
-f File is a regular file
-s File has a size greater than zero
-r, -w, -x, -s - socket

Testing with Pattern Matches
== pattern
=~ ere
if [[ "${MYFILENAME}" == *.jpg ]]

-a, &&
-o, ||

if [ ! -d $param ]
if [ $? -ne 0 ]

HEAP_DUMP_DIR=$(sed 's/-XX:HeapDumpPath=\([^ ]*\)/\1/' <<< $param)

Use variable $1, $2..$n to access argument passed to the function.

Hello () {
   echo "Hello $1 $2"
   return 10

Hello a b

for i in $( command ); do command $i; done

for i in $( command ); do
command $i

Google Shell Style Guide
quote your variables; prefer "${var}" over "$var",
  • Use "$@" unless you have a specific reason to use $*.
Use $(command) instead of backticks.
[[ ... ]] is preferred over [test

[[ ... ]] reduces errors as no pathname expansion or word splitting takes place between [[ and ]] and [[ ... ]] allows for regular expression matching where [ ... ] does not

Use readonly or declare -r to ensure they're read only.

Use Local Variables

Use set -o errexit (a.k.a. set -e) to make your script exit when a command fails.
Then add || true to commands that you allow to fail.
set -e - enable exit immediately
set +e - disable exit immediately
set -x  - print a trace Use set -o nounset (a.k.a. set -u) to exit when your script tries to use undeclared variables.
Use set -o xtrace (a.k.a set -x) to trace what gets executed. Useful for debugging.

Use $(( ... )), not expr for executing arithmetic expressions. which is more forgiving about space
Use (( or let, not $(( when you don't need the result

Identify common problems with shellcheck.

while true; do some_commands_here; done
while true

Essential Linux Commands for Developers


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