From c4b5d94673ac3d584066890d4fa14b72d5060602 Mon Sep 17 00:00:00 2001 From: Angelo Reale <12191809+angeloreale@users.noreply.github.com> Date: Sat, 3 Aug 2024 14:34:03 +0100 Subject: [PATCH] ar(init) Initial Commit --- .github/workflows/sdk-js-pkg-publish.yaml | 64 + .github/workflows/sdk-js-pr-checks.yaml | 86 + .husky/pre-commit | 13 + kafka/.DS_Store | Bin 0 -> 6148 bytes kafka/.bashrc | 34 + kafka/LICENSE | 202 + kafka/README.md | 16 + kafka/cdc_handler/cdc-sink.json | 11 + kafka/cdc_handler/cdc-source.json | 9 + kafka/change_streams/open_change_stream.py | 9 + kafka/change_streams/pipeline.py | 9 + kafka/config-replica.js | 6 + kafka/connect.Dockerfile | 7 + kafka/docker-compose.yml | 135 + kafka/docs/pull_request_template.md | 19 + kafka/mongo.Dockerfile | 47 + kafka/requirements.txt | 2 + kafka/sink_connector/kafka_write.py | 11 + kafka/sink_connector/simple_sink.json | 13 + kafka/source_connector/simple_source.json | 9 + kafka/time_series/stock-sink.json | 15 + kafka/time_series/stock-source.json | 14 + kafka/utils/cx | 9 + kafka/utils/del | 9 + kafka/utils/kc | 10 + kafka/utils/status | 15 + package.json | 12 + sdk-js/.eslintrc | 34 + sdk-js/.gitignore | 135 + sdk-js/.npmrc | 3 + sdk-js/.prettierrc | 5 + sdk-js/package-lock.json | 6933 ++++++++++++++++++++ sdk-js/package.json | 45 + sdk-js/setupTests.ts | 12 + sdk-js/src/__test__/main.test.ts | 12 + sdk-js/src/index.ts | 27 + sdk-js/tsconfig.json | 23 + sdk-js/vite.config.ts | 26 + spark/README.md | 72 + spark/docker-compose.yml | 22 + spark/mongodb/Dockerfile | 15 + spark/spark/Dockerfile | 39 + spark/spark/files/README.md | 26 + spark/spark/files/examples.scala | 71 + spark/spark/files/initDocuments.scala | 17 + spark/spark/files/times.json | 50 + 46 files changed, 8353 insertions(+) create mode 100644 .github/workflows/sdk-js-pkg-publish.yaml create mode 100644 .github/workflows/sdk-js-pr-checks.yaml create mode 100644 .husky/pre-commit create mode 100644 kafka/.DS_Store create mode 100644 kafka/.bashrc create mode 100644 kafka/LICENSE create mode 100644 kafka/README.md create mode 100644 kafka/cdc_handler/cdc-sink.json create mode 100644 kafka/cdc_handler/cdc-source.json create mode 100644 kafka/change_streams/open_change_stream.py create mode 100644 kafka/change_streams/pipeline.py create mode 100644 kafka/config-replica.js create mode 100644 kafka/connect.Dockerfile create mode 100644 kafka/docker-compose.yml create mode 100644 kafka/docs/pull_request_template.md create mode 100644 kafka/mongo.Dockerfile create mode 100644 kafka/requirements.txt create mode 100644 kafka/sink_connector/kafka_write.py create mode 100644 kafka/sink_connector/simple_sink.json create mode 100644 kafka/source_connector/simple_source.json create mode 100644 kafka/time_series/stock-sink.json create mode 100644 kafka/time_series/stock-source.json create mode 100644 kafka/utils/cx create mode 100644 kafka/utils/del create mode 100644 kafka/utils/kc create mode 100644 kafka/utils/status create mode 100644 package.json create mode 100644 sdk-js/.eslintrc create mode 100644 sdk-js/.gitignore create mode 100644 sdk-js/.npmrc create mode 100644 sdk-js/.prettierrc create mode 100644 sdk-js/package-lock.json create mode 100644 sdk-js/package.json create mode 100644 sdk-js/setupTests.ts create mode 100644 sdk-js/src/__test__/main.test.ts create mode 100644 sdk-js/src/index.ts create mode 100644 sdk-js/tsconfig.json create mode 100644 sdk-js/vite.config.ts create mode 100644 spark/README.md create mode 100644 spark/docker-compose.yml create mode 100644 spark/mongodb/Dockerfile create mode 100644 spark/spark/Dockerfile create mode 100644 spark/spark/files/README.md create mode 100644 spark/spark/files/examples.scala create mode 100644 spark/spark/files/initDocuments.scala create mode 100644 spark/spark/files/times.json diff --git a/.github/workflows/sdk-js-pkg-publish.yaml b/.github/workflows/sdk-js-pkg-publish.yaml new file mode 100644 index 0000000..9117fd5 --- /dev/null +++ b/.github/workflows/sdk-js-pkg-publish.yaml @@ -0,0 +1,64 @@ +name: js-sdk::publish_package + +on: + push: + branches: + - main + +jobs: + run-build: + name: js-sdk::build + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./sdk-js + + steps: + - name: js-sdk::Check out Git repository and Config User + uses: actions/checkout@v3 + + - run: | + git config user.name github-actions + git config user.email github-actions@github.com + + - name: js-sdk::Set up Node.js + uses: actions/setup-node@v1 + with: + node-version: 20 + + - name: js-sdk::Install Node.js dependencies + run: npm ci + + - name: Build + run: npm run build + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + run-publish: + name: js-sdk::publish + runs-on: ubuntu-latest + needs: run-build + permissions: + contents: write + packages: write + defaults: + run: + working-directory: ./sdk-js + + steps: + - name: js-sdk::Check out Git repository and Config User + uses: actions/checkout@v3 + + - run: | + git config user.name github-actions + git config user.email github-actions@github.com + + - name: js-sdk::Set up Node.js + uses: actions/setup-node@v1 + with: + node-version: 20 + + - name: js-sdk::Publish Package + run: npm publish + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} diff --git a/.github/workflows/sdk-js-pr-checks.yaml b/.github/workflows/sdk-js-pr-checks.yaml new file mode 100644 index 0000000..0ea880c --- /dev/null +++ b/.github/workflows/sdk-js-pr-checks.yaml @@ -0,0 +1,86 @@ +name: js-sdk::checks + +on: + pull_request: + branches: + - dev + - dev/* + - main + - main/* + +jobs: + run-build: + name: js-sdk::build + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./sdk-js + + steps: + - name: js-sdk::Check out Git repository + uses: actions/checkout@v3 + + - name: js-sdk::Set up Node.js + uses: actions/setup-node@v1 + with: + node-version: 20 + + - name: js-sdk::Install Node.js dependencies + run: npm ci + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + - name: js-sdk::Build + run: npm run build + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + run-lint: + name: js-sdk::lint + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./sdk-js + + steps: + - name: js-sdk::Check out Git repository + uses: actions/checkout@v3 + + - name: js-sdk::Set up Node.js + uses: actions/setup-node@v1 + with: + node-version: 20 + + # ESLint and Prettier must be in `package.json` + - name: js-sdk::Install Node.js dependencies + run: npm ci + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + - name: js-sdk::Run linters + run: npm run ci:format + + run-test: + name: js-sdk::test + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./sdk-js + + steps: + - name: js-sdk::Check out Git repository + uses: actions/checkout@v3 + + - name: js-sdk::Set up Node.js + uses: actions/setup-node@v1 + with: + node-version: 20 + + # ESLint and Prettier must be in `package.json` + - name: js-sdk::Install Node.js dependencies + run: npm ci + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + - name: js-sdk::Run tests + run: npm run test \ No newline at end of file diff --git a/.husky/pre-commit b/.husky/pre-commit new file mode 100644 index 0000000..35e9a86 --- /dev/null +++ b/.husky/pre-commit @@ -0,0 +1,13 @@ +#!/bin/sh +. "$(dirname "$0")/_/husky.sh" + + +# sdk-js pre-commit checks +echo "----nestor::sdk-js::pre-commit-checks----" +cd ./sdk-js + +npm run format +npm run lint + +# add other lib checks here + diff --git a/kafka/.DS_Store b/kafka/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..84e41b16371dbe9f4a4a6730d532480e378d54e5 GIT binary patch literal 6148 zcmeHK%}N6?5T4YkTSVA{LXQEj1=m)D;$^Az1zgdCO6|5q7uQ5~xAss9d)627Nqin> zl2nl@UPPqKz~r0EPeQ&d$p!#KXFS{k@BzR>C9Kr2`9dg8x*!$jArxke0gRvr1JIxr zvf1$;8KAxMA;%pXLxwx|v40Bf0TdX?;z|Axr#i;mm-rz~@*)UcMP;SBy0-4EdmG+W zbgL&((J#h%r=ML=?^NqFp4@3lON$sm5w;Z3mJ0X85Vjos(&dE?ON+J~gqaz~aWf0|LJ?+m^h=Wt zBDBaYGr$adW?;p3eY*dTzkmOKF5(_Dzzi%E1ESiEx*c4SyIU6)M|Z76y+$RWywc)( k2^!`q#$39J>!?Q1FUdd*9hMf+gTg-oh6Zk!fj?#74M!4E+yDRo literal 0 HcmV?d00001 diff --git a/kafka/.bashrc b/kafka/.bashrc new file mode 100644 index 0000000..26499c3 --- /dev/null +++ b/kafka/.bashrc @@ -0,0 +1,34 @@ +# ~/.bashrc: executed by bash(1) for non-login shells. +# see /usr/share/doc/bash/examples/startup-files (in the package bash-doc) +# for examples + +# If not running interactively, don't do anything +[ -z "$PS1" ] && return + +# don't put duplicate lines in the history. See bash(1) for more options +# ... or force ignoredups and ignorespace +HISTCONTROL=ignoredups:ignorespace + +# append to the history file, don't overwrite it +shopt -s histappend + +# for setting history length see HISTSIZE and HISTFILESIZE in bash(1) +HISTSIZE=1000 +HISTFILESIZE=2000 + +# check the window size after each command and, if necessary, +# update the values of LINES and COLUMNS. +shopt -s checkwinsize + +# make less more friendly for non-text input files, see lesspipe(1) +[ -x /usr/bin/lesspipe ] && eval "$(SHELL=/bin/sh lesspipe)" + +# set variable identifying the chroot you work in (used in the prompt below) +if [ -z "$debian_chroot" ] && [ -r /etc/debian_chroot ]; then + debian_chroot=$(cat /etc/debian_chroot) +fi + +# set a fancy prompt (non-color, unless we know we "want" color) +case "$TERM" in + xterm-color) color_prompt=yes;; +esac \ No newline at end of file diff --git a/kafka/LICENSE b/kafka/LICENSE new file mode 100644 index 0000000..57bc88a --- /dev/null +++ b/kafka/LICENSE @@ -0,0 +1,202 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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Currently watching ...\n\n') + for change in stream: + print(dumps(change, indent = 2)) \ No newline at end of file diff --git a/kafka/change_streams/pipeline.py b/kafka/change_streams/pipeline.py new file mode 100644 index 0000000..8ff7d54 --- /dev/null +++ b/kafka/change_streams/pipeline.py @@ -0,0 +1,9 @@ +import pymongo +from bson.json_util import dumps +client = pymongo.MongoClient('mongodb://mongo1') +db = client.get_database(name='Tutorial1') +pipeline = [ { "$match": { "$and": [ { "fullDocument.type": "temp" }, { "fullDocument.value": { "$gte": 100 } } ] } } ] +with db.sensors.watch(pipeline=pipeline) as stream: + print('\nChange Stream is opened on the Tutorial1.sensors namespace. Currently watching for values > 100...\n\n') + for change in stream: + print(dumps(change, indent = 2)) diff --git a/kafka/config-replica.js b/kafka/config-replica.js new file mode 100644 index 0000000..ee1683e --- /dev/null +++ b/kafka/config-replica.js @@ -0,0 +1,6 @@ +rsconf = { + _id: "rs0", + members: [{ _id: 0, host: "mongo1:27017", priority: 1.0 }], +}; +rs.initiate(rsconf); +rs.status(); diff --git a/kafka/connect.Dockerfile b/kafka/connect.Dockerfile new file mode 100644 index 0000000..b7e8ff7 --- /dev/null +++ b/kafka/connect.Dockerfile @@ -0,0 +1,7 @@ +FROM confluentinc/cp-kafka-connect:7.2.5 + +#If you want to run a local build of the connector, uncomment the COPY command and make sure the JAR file is in the directory path +#COPY mongo-kafka-connect-<>3-all.jar /usr/share/confluent-hub-components +RUN confluent-hub install --no-prompt --verbose mongodb/kafka-connect-mongodb:latest + +ENV CONNECT_PLUGIN_PATH="/usr/share/java,/usr/share/confluent-hub-components" diff --git a/kafka/docker-compose.yml b/kafka/docker-compose.yml new file mode 100644 index 0000000..4ad6f1d --- /dev/null +++ b/kafka/docker-compose.yml @@ -0,0 +1,135 @@ +version: "3.6" +services: + zookeeper: + image: confluentinc/cp-zookeeper:7.2.2 + hostname: zookeeper + container_name: zookeeper + networks: + - localnet + environment: + ZOOKEEPER_CLIENT_PORT: 2181 + ZOOKEEPER_TICK_TIME: 2000 + + broker: + image: confluentinc/cp-kafka:7.2.2 + hostname: broker + container_name: broker + depends_on: + - zookeeper + networks: + - localnet + environment: + KAFKA_BROKER_ID: 1 + KAFKA_ZOOKEEPER_CONNECT: "zookeeper:2181" + KAFKA_LISTENERS: LISTENER_1://broker:29092,LISTENER_2://broker:9092 + KAFKA_ADVERTISED_LISTENERS: LISTENER_1://broker:29092,LISTENER_2://localhost:9092 + KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: LISTENER_1:PLAINTEXT,LISTENER_2:PLAINTEXT + KAFKA_INTER_BROKER_LISTENER_NAME: LISTENER_1 + KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1 + KAFKA_GROUP_INITIAL_REBALANCE_DELAY_MS: 0 + CONFLUENT_SUPPORT_CUSTOMER_ID: "anonymous" + KAFKA_DELETE_TOPIC_ENABLE: "true" + + connect: + build: + context: . + dockerfile: connect.Dockerfile + ports: + - "35000:35000" + hostname: connect + container_name: connect + depends_on: + - zookeeper + - broker + networks: + - localnet + environment: + KAFKA_JMX_PORT: 35000 + KAFKA_JMX_HOSTNAME: localhost + CONNECT_BOOTSTRAP_SERVERS: "broker:29092" + CONNECT_REST_ADVERTISED_HOST_NAME: connect + CONNECT_REST_PORT: 8083 + CONNECT_GROUP_ID: connect-cluster-group + CONNECT_CONFIG_STORAGE_TOPIC: docker-connect-configs + CONNECT_CONFIG_STORAGE_REPLICATION_FACTOR: 1 + CONNECT_OFFSET_FLUSH_INTERVAL_MS: 10000 + CONNECT_OFFSET_STORAGE_TOPIC: docker-connect-offsets + CONNECT_OFFSET_STORAGE_REPLICATION_FACTOR: 1 + CONNECT_STATUS_STORAGE_TOPIC: docker-connect-status + CONNECT_STATUS_STORAGE_REPLICATION_FACTOR: 1 + CONNECT_ZOOKEEPER_CONNECT: "zookeeper:2181" + CONNECT_PLUGIN_PATH: "/usr/share/java,/usr/share/confluent-hub-components" + CONNECT_CONNECTIONS_MAX_IDLE_MS: 180000 + CONNECT_METADATA_MAX_AGE_MS: 180000 + CONNECT_AUTO_CREATE_TOPICS_ENABLE: "true" + CONNECT_KEY_CONVERTER: "org.apache.kafka.connect.json.JsonConverter" + CONNECT_VALUE_CONVERTER: "org.apache.kafka.connect.json.JsonConverter" + + rest-proxy: + image: confluentinc/cp-kafka-rest:7.2.2 + depends_on: + - zookeeper + - broker + - schema-registry + hostname: rest-proxy + container_name: rest-proxy + networks: + - localnet + environment: + KAFKA_REST_HOST_NAME: rest-proxy + KAFKA_REST_BOOTSTRAP_SERVERS: "broker:29092" + KAFKA_REST_LISTENERS: "http://0.0.0.0:8082" + KAFKA_REST_SCHEMA_REGISTRY_URL: "http://schema_registry:8081" + + schema-registry: + image: confluentinc/cp-schema-registry:7.2.2 + hostname: schema-registry + container_name: schema-registry + depends_on: + - broker + networks: + - localnet + environment: + SCHEMA_REGISTRY_HOST_NAME: schema-registry + SCHEMA_REGISTRY_KAFKASTORE_BOOTSTRAP_SERVERS: "broker:29092" + SCHEMA_REGISTRY_KAFKASTORE_CONNECTION_URL: "zookeeper:2181" + SCHEMA_REGISTRY_LISTENERS: http://0.0.0.0:8081 + + mongo1: + image: "mongodb-kafka-base-mongod:1.0" + container_name: mongo1 + ports: + - "35001:27017" + build: + context: . + dockerfile: mongo.Dockerfile + command: --replSet rs0 --oplogSize 128 + depends_on: + - zookeeper + - broker + - connect + networks: + - localnet + restart: always + + mongo1-setup: + image: "mongodb-kafka-base-setup-mongod:1.0" + container_name: mongo1-setup + build: + context: . + dockerfile: mongo.Dockerfile + depends_on: + - mongo1 + networks: + - localnet + entrypoint: + [ + "bash", + "-c", + "sleep 10 && mongosh --host mongo1:27017 config-replica.js && sleep 10", + ] + restart: "no" + +networks: + localnet: + attachable: true diff --git a/kafka/docs/pull_request_template.md b/kafka/docs/pull_request_template.md new file mode 100644 index 0000000..2bad0c0 --- /dev/null +++ b/kafka/docs/pull_request_template.md @@ -0,0 +1,19 @@ +PLEASE REVIEW YOUR OWN PR BEFORE OPENING/UN-DRAFTING IT + +# [Ticket Title] + +[ticket description] + +## Have you? + +- [ ] Reviewed your own PR? +- [ ] Tested your own feature/fix meets Acceptance Criteria? +- [ ] Made sure it passes all checks? (lint, build, integrations, scripts, etc)? +- [ ] Added unit tests? (if necessary) +- [ ] Added documentation? (if necessary) + +If so, THANKS! You can pop a beer/soda. + +Please open your PR and ping your colleagues to review it on #web-devs channel. + +Also, make sure to remind them on a daily basis during stand-up. diff --git a/kafka/mongo.Dockerfile b/kafka/mongo.Dockerfile new file mode 100644 index 0000000..6b50967 --- /dev/null +++ b/kafka/mongo.Dockerfile @@ -0,0 +1,47 @@ +FROM mongo:6.0.5 + +COPY config-replica.js / +COPY .bashrc /data/db/.bashrc +COPY requirements.txt / +RUN mkdir /scratch_space +ADD change_streams /tutorials/change_streams +ADD source_connector /tutorials/source_connector +ADD sink_connector /tutorials/sink_connector +ADD cdc_handler /tutorials/cdc_handler +ADD time_series /tutorials/time_series +ADD utils /usr/local/bin +RUN chmod +x /usr/local/bin/cx +RUN chmod +x /usr/local/bin/del +RUN chmod +x /usr/local/bin/kc +RUN chmod +x /usr/local/bin/status + +RUN apt-get -y update +RUN apt-get -y upgrade +RUN apt-get install -y --no-install-recommends apt-utils +RUN apt-get install -y curl +RUN apt-get install -y python3-pip +RUN apt-get install -y nano +RUN apt-get install -y bsdmainutils +RUN apt-get install -y kafkacat +RUN apt-get install -y git +RUN apt-get install -y dos2unix +RUN git clone https://github.com/RWaltersMA/stockgenmongo.git + + +RUN dos2unix /usr/local/bin/* + +ENV HOME /home/ubuntu +ENV JAVA_HOME /usr/lib/jvm/java-8-openjdk-amd64 +ENV SPARK_VERSION 3.0.2 +ENV HADOOP_VERSION 3.2 +ENV MONGO_SPARK_VERSION 2.4.1 +ENV SCALA_VERSION 2.11 + +WORKDIR ${HOME} + +ENV SPARK_HOME ${HOME}/spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION} +ENV PATH ${PATH}:${SPARK_HOME}/bin + +RUN dos2unix /data/db/.bashrc +RUN pip3 install -r /requirements.txt +RUN pip3 install -r /stockgenmongo/requirements.txt diff --git a/kafka/requirements.txt b/kafka/requirements.txt new file mode 100644 index 0000000..56927a8 --- /dev/null +++ b/kafka/requirements.txt @@ -0,0 +1,2 @@ +pymongo==4.2.0 +kafka-python==2.0.2 diff --git a/kafka/sink_connector/kafka_write.py b/kafka/sink_connector/kafka_write.py new file mode 100644 index 0000000..1778b7b --- /dev/null +++ b/kafka/sink_connector/kafka_write.py @@ -0,0 +1,11 @@ +from kafka import KafkaProducer +import json +from json import dumps + +p = KafkaProducer(bootstrap_servers = ['broker:29092'], value_serializer = lambda x:dumps(x).encode('utf-8')) + +data = {'name': 'roscoe'} + +p.send('Tutorial2.pets', value = data) + +p.flush() \ No newline at end of file diff --git a/kafka/sink_connector/simple_sink.json b/kafka/sink_connector/simple_sink.json new file mode 100644 index 0000000..8701f7c --- /dev/null +++ b/kafka/sink_connector/simple_sink.json @@ -0,0 +1,13 @@ +{ + "name": "mongo-tutorial-sink", + "config": { + "connector.class": "com.mongodb.kafka.connect.MongoSinkConnector", + "topics": "Tutorial2.pets", + "connection.uri": "mongodb://mongo1", + "key.converter": "org.apache.kafka.connect.storage.StringConverter", + "value.converter": "org.apache.kafka.connect.json.JsonConverter", + "value.converter.schemas.enable": false, + "database": "Tutorial2", + "collection": "pets" + } +} diff --git a/kafka/source_connector/simple_source.json b/kafka/source_connector/simple_source.json new file mode 100644 index 0000000..2ad59cd --- /dev/null +++ b/kafka/source_connector/simple_source.json @@ -0,0 +1,9 @@ +{ + "name": "mongo-simple-source", + "config": { + "connector.class": "com.mongodb.kafka.connect.MongoSourceConnector", + "connection.uri": "mongodb://mongo1", + "database": "Tutorial1", + "collection": "orders" + } +} diff --git a/kafka/time_series/stock-sink.json b/kafka/time_series/stock-sink.json new file mode 100644 index 0000000..4121533 --- /dev/null +++ b/kafka/time_series/stock-sink.json @@ -0,0 +1,15 @@ +{ + "name": "mongo-sink-marketdata", + "config": { + "connector.class": "com.mongodb.kafka.connect.MongoSinkConnector", + "topics": "marketdata.Stocks.PriceData", + "connection.uri": "mongodb://mongo1", + "database": "Stocks", + "collection": "StockDataMigrate", + "key.converter": "org.apache.kafka.connect.storage.StringConverter", + "value.converter": "org.apache.kafka.connect.json.JsonConverter", + "timeseries.timefield": "tx_time", + "timeseries.timefield.auto.convert": "true", + "timeseries.timefield.auto.convert.date.format": "yyyy-MM-dd'T'HH:mm:ss'Z'" + } +} diff --git a/kafka/time_series/stock-source.json b/kafka/time_series/stock-source.json new file mode 100644 index 0000000..a96937d --- /dev/null +++ b/kafka/time_series/stock-source.json @@ -0,0 +1,14 @@ +{ + "name": "mongo-source-marketdata", + "config": { + "connector.class": "com.mongodb.kafka.connect.MongoSourceConnector", + "key.converter": "org.apache.kafka.connect.storage.StringConverter", + "value.converter": "org.apache.kafka.connect.json.JsonConverter", + "publish.full.document.only": "true", + "connection.uri": "mongodb://mongo1", + "topic.prefix": "marketdata", + "database": "Stocks", + "collection": "PriceData", + "copy.existing": "true" + } +} diff --git a/kafka/utils/cx b/kafka/utils/cx new file mode 100644 index 0000000..b39651e --- /dev/null +++ b/kafka/utils/cx @@ -0,0 +1,9 @@ +#!/bin/bash + +if [ $# -eq 0 ] + then + echo -e "\n\nMongoDB Kafka Tutorial - Configure Kafka Connect helper script\n\nThis script will pass a JSON file to the Kafka Connect service.\n\nExample:\ncx sinmplesource.json\n\n" + exit 1 +fi + +curl -X POST -H "Content-Type: application/json" -d @$1 http://connect:8083/connectors -w "\n" | jq . \ No newline at end of file diff --git a/kafka/utils/del b/kafka/utils/del new file mode 100644 index 0000000..750f54e --- /dev/null +++ b/kafka/utils/del @@ -0,0 +1,9 @@ +#!/bin/bash + +if [ $# -eq 0 ] + then + echo -e "\n\nMongoDB Kafka Tutorial - Delete Kafka Connect connector helper script\n\nThis script will delete an existing Kafka Connect connector.\n\nExample:\ndel mongo-simple-source\n\n" + exit 1 +fi + +curl -X DELETE connect:8083/connectors/$1 diff --git a/kafka/utils/kc b/kafka/utils/kc new file mode 100644 index 0000000..73cd3ba --- /dev/null +++ b/kafka/utils/kc @@ -0,0 +1,10 @@ +#!/bin/bash + +if [ $# -eq 0 ] + then + echo -e "\n\nMongoDB Kafka Tutorial - View Kafka Topic helper script\n\nThis script displays the contents of a kafka topic.\n\nExample:\nkc topicname\n\n" + exit 1 +fi +# This function is a quick way to view the contents of the kafka topic +# Useage: sh kc.sh +kafkacat -b broker:29092 -f '\nPartition: %p\tOffset: %o\n\nKey (%K bytes):\n\n%k\t\n\nValue (%S bytes):\n\n%s\n-------------------------\n\n' -t $1 \ No newline at end of file diff --git a/kafka/utils/status b/kafka/utils/status new file mode 100644 index 0000000..91f2d67 --- /dev/null +++ b/kafka/utils/status @@ -0,0 +1,15 @@ +#!/bin/bash + +echo -e "\nKafka topics:\n" + +kafkacat -b broker -L -J | jq '.topics' | grep 'topic' + +echo -e "\nThe status of the connectors:\n" + +curl -s "http://connect:8083/connectors?expand=info&expand=status" | jq '. | to_entries[] | [ .value.info.type, .key, .value.status.connector.state,.value.status.tasks[].state,.value.info.config."connector.class"]|join(":|:")' | column -s : -t| sed 's/\"//g'| sort + +echo -e "\nCurrently configured connectors\n" +curl --silent -X GET http://connect:8083/connectors | jq + +echo -e "\n\nVersion of MongoDB Connector for Apache Kafka installed:\n" +curl --silent http://connect:8083/connector-plugins | jq -c '.[] | select( .class == "com.mongodb.kafka.connect.MongoSourceConnector" or .class == "com.mongodb.kafka.connect.MongoSinkConnector" )' diff --git a/package.json b/package.json new file mode 100644 index 0000000..ed1aab3 --- /dev/null +++ b/package.json @@ -0,0 +1,12 @@ +{ + "name": "@dreampipcom/nestor", + "version": "1.0.0", + "description": "DreamPip's Intelligence Hub.", + "main": "index.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1", + "prepare": "husky" + }, + "author": "", + "license": "HPL3-ECO-AND-ANC" +} diff --git a/sdk-js/.eslintrc b/sdk-js/.eslintrc new file mode 100644 index 0000000..871b9e1 --- /dev/null +++ b/sdk-js/.eslintrc @@ -0,0 +1,34 @@ +{ + "env": { + "jest": true, + "browser": true + }, + "root": true, + "parser": "@typescript-eslint/parser", + "plugins": ["@typescript-eslint"], + "settings": { + "import/resolver": { + "node": { + "extensions": [".js", ".jsx", ".ts", ".tsx"], + "moduleDirectory": ["node_modules", "src/"] + } + }, + }, + "parserOptions": { + "ecmaFeatures": { + } + }, + "extends": [ + "eslint:recommended", + "plugin:@typescript-eslint/recommended", + "plugin:@typescript-eslint/eslint-recommended", + "plugin:prettier/recommended", + "airbnb", + "prettier" + ], + "rules": { + "import/no-extraneous-dependencies": "off", + "import/no-unresolved": "off", + "import/extensions": "off", + }, +} \ No newline at end of file diff --git a/sdk-js/.gitignore b/sdk-js/.gitignore new file mode 100644 index 0000000..c9bf53c --- /dev/null +++ b/sdk-js/.gitignore @@ -0,0 +1,135 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +lerna-debug.log* +.pnpm-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) +report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +*.lcov + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories +node_modules/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) +web_modules/ + +# TypeScript cache +*.tsbuildinfo + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional stylelint cache +.stylelintcache + +# 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} +} diff --git a/sdk-js/package.json b/sdk-js/package.json new file mode 100644 index 0000000..b07cce8 --- /dev/null +++ b/sdk-js/package.json @@ -0,0 +1,45 @@ +{ + "name": "@dreampipcom/nestor/js", + "version": "0.0.4", + "description": "DreamPip's Intelligence Javascript SDK.", + "type": "module", + "main": "dist/index.cjs.js", + "module": "dist/index.es.js", + "types": "dist/index.d.ts", + "scripts": { + "format": "prettier --write --parser typescript '**/*.{ts,tsx}'", + "lint": "eslint . --ext .ts,.tsx --ignore-path .gitignore --fix", + "build": "tsc && vite build", + "test": "vitest run", + "test-watch": "vitest", + "prepare": "husky", + "ci:format": "npm run format && npm run lint", + "snyk-protect": "snyk-protect", + "prepublishOnly": "npm version patch && git add . && git commit -m 'dp(pkg) patch' && git push && rm package-lock.json && npm install && npm run build" + }, + "author": "Angelo Reale", + "license": "ISC", + "devDependencies": { + "@snyk/protect": "latest", + "@testing-library/jest-dom": "^6.4.2", + "@testing-library/react": "^15.0.2", + "@typescript-eslint/eslint-plugin": "^7.7.0", + "@typescript-eslint/parser": "^7.7.0", + "autoprefixer": "^10.4.19", + "eslint": "^8.57.0", + "eslint-config-airbnb": "^19.0.4", + "eslint-config-prettier": "^9.1.0", + "eslint-plugin-import": "^2.29.1", + "eslint-plugin-prettier": "^5.1.3", + "husky": "^9.0.11", + "jsdom": "^24.0.0", + "prettier": "^3.2.5", + "typescript": "^5.4.5", + "vite": "^5.2.9", + "vite-plugin-dts": "^3.8.3", + "vite-tsconfig-paths": "^4.3.2", + "vitest": "^1.5.0" + }, + "peerDependencies": {}, + "snyk": true +} diff --git a/sdk-js/setupTests.ts b/sdk-js/setupTests.ts new file mode 100644 index 0000000..3e9768a --- /dev/null +++ b/sdk-js/setupTests.ts @@ -0,0 +1,12 @@ +// setupTests.ts +import { expect } from 'vitest'; +import * as matchers from '@testing-library/jest-dom/matchers'; +import { TestingLibraryMatchers } from '@testing-library/jest-dom/matchers'; + +declare module 'vitest' { + // eslint-disable-next-line @typescript-eslint/no-explicit-any + interface Assertion + extends jest.Matchers, + TestingLibraryMatchers {} +} +expect.extend(matchers); diff --git a/sdk-js/src/__test__/main.test.ts b/sdk-js/src/__test__/main.test.ts new file mode 100644 index 0000000..0048362 --- /dev/null +++ b/sdk-js/src/__test__/main.test.ts @@ -0,0 +1,12 @@ +// main.test.ts +import { describe, expect, it } from 'vitest'; +import { client } from '..'; + +describe('Mail lib', () => { + it('Lib loads correctly', () => { + const trackEvent = client.track('LOL', {}); + expect(trackEvent).toBe( + "Nestor::JavaScript::Client::EVENT: - I'm a mock tracker - LOL - {}.", + ); + }); +}); diff --git a/sdk-js/src/index.ts b/sdk-js/src/index.ts new file mode 100644 index 0000000..74e8684 --- /dev/null +++ b/sdk-js/src/index.ts @@ -0,0 +1,27 @@ +export const client = { + init: () => { + const message = + "Nestor::JavaScript::Client::Init: I'm a mock loader, loading external scripts."; + console.log(message); + return message; + }, + track: (title: string, opts: unknown) => { + const message = `Nestor::JavaScript::Client::EVENT: - I'm a mock tracker - ${title} - ${JSON.stringify(opts)}.`; + console.log(message); + return message; + }, +}; + +export const server = { + init: () => { + const message = + "Nestor::NodeJS::Server::Init: I'm a mock loader, loading external scripts."; + console.log(message); + return message; + }, + track: (title: string, opts: unknown) => { + const message = `Nestor::NodeJS::Server::EVENT: - I'm a mock tracker - ${title} - ${JSON.stringify(opts)}.`; + console.log(message); + return message; + }, +}; diff --git a/sdk-js/tsconfig.json b/sdk-js/tsconfig.json new file mode 100644 index 0000000..ef552eb --- /dev/null +++ b/sdk-js/tsconfig.json @@ -0,0 +1,23 @@ +{ + "compilerOptions": { + "target": "ES5", + "useDefineForClassFields": true, + "lib": ["ES2020", "DOM", "DOM.Iterable"], + "module": "ESNext", + "skipLibCheck": true, + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "resolveJsonModule": true, + "isolatedModules": true, + "noEmit": true, + "strict": true, + "noUnusedLocals": true, + "noUnusedParameters": true, + "noFallthroughCasesInSwitch": true, + "declaration": true, + }, + "include": ["src"], + "exclude": [ + "src/**/__docs__","src/**/__test__" + ] +} \ No newline at end of file diff --git a/sdk-js/vite.config.ts b/sdk-js/vite.config.ts new file mode 100644 index 0000000..72f7805 --- /dev/null +++ b/sdk-js/vite.config.ts @@ -0,0 +1,26 @@ +/// +import { defineConfig } from 'vite'; +import dts from 'vite-plugin-dts'; +import { peerDependencies } from './package.json'; + +export default defineConfig({ + build: { + lib: { + entry: './src/index.ts', + name: 'nestor-sdk-js', + fileName: (format) => `index.${format}.js`, + formats: ['cjs', 'es'], + }, + rollupOptions: { + external: [...Object.keys(peerDependencies)], + }, + sourcemap: true, + emptyOutDir: true, + }, + plugins: [dts()], + test: { + globals: true, + environment: 'jsdom', + setupFiles: './setupTests.ts', + }, +}); diff --git a/spark/README.md b/spark/README.md new file mode 100644 index 0000000..98d2aaf --- /dev/null +++ b/spark/README.md @@ -0,0 +1,72 @@ +# Docker for MongoDB and Apache Spark. + +An example of docker-compose to set up a single [Apache Spark](http://spark.apache.org/) node connecting to [MongoDB](https://www.mongodb.com/) via [MongoDB Spark Connector](https://github.com/mongodb/mongo-spark) + +** For demo purposes only ** + +### Starting up + +You can start by running command : + +``` +docker-compose run spark bash +``` + +Which would run the spark node and the mongodb node, and provides you with bash shell for the spark. + +From the spark instance, you could reach the MongoDB instance using `mongodb` hostname. + +You can find a small dataset example in `/home/ubuntu/times.json` which you can load using [initDocuments.scala](spark/files/initDocuments.scala) : + +``` +spark-shell --conf "spark.mongodb.input.uri=mongodb://mongodb:27017/spark.times" --conf "spark.mongodb.output.uri=mongodb://mongodb/spark.output" --packages org.mongodb.spark:mongo-spark-connector_${SCALA_VERSION}:${MONGO_SPARK_VERSION} -i ./initDocuments.scala +``` + + +For example, please see [examples.scala](spark/files/examples.scala) to query from mongodb, run a simple aggregation, dataframe SQL and finally write output back to mongodb. This file will also be available inside of the spark container in `/home/ubuntu/examples.scala` + +Run the `spark shell` by executing: + +```sh +spark-shell --conf "spark.mongodb.input.uri=mongodb://mongodb:27017/spark.times" --conf "spark.mongodb.output.uri=mongodb://mongodb/spark.output" --packages org.mongodb.spark:mongo-spark-connector_${SCALA_VERSION}:${MONGO_SPARK_VERSION} +``` + +You can also append `-i ` to execute a scala file via the spark shell. For example: + +```sh +spark-shell --conf "spark.mongodb.input.uri=mongodb://mongodb:27017/spark.times" --conf "spark.mongodb.output.uri=mongodb://mongodb/spark.output" --packages org.mongodb.spark:mongo-spark-connector_${SCALA_VERSION}:${MONGO_SPARK_VERSION} -i ./examples.scala +``` + +#### Additional Comments + +For code block in [examples.scalaL14-25](spark/files/examples.scala#L14-L25), this is an example of grouping. +For example if you have 4 documents of : + +```js +{ "doc": "A", "timestamp" : ISODate("2016-02-15T00:43:04.686Z"), "myid" : 1 } +{ "doc": "B", "timestamp" : ISODate("2016-02-15T00:43:06.310Z"), "myid" : 2 } +{ "doc": "C", "timestamp" : ISODate("2016-01-03T00:43:07.534Z"), "myid" : 1 } +{ "doc": "D", "timestamp" : ISODate("2016-01-03T00:43:09.214Z"), "myid" : 2 } +``` + +The code block will group by `myid` and sort by latest timestamp, which would return only two documents, `doc:A` and `doc:B`. The grouping removes duplicate of `myid`s by returning only documents with the latest timestamp. + +### More Information. + +See related article: + +* [MongoDB Spark Connector](https://docs.mongodb.com/spark-connector/) + +* [MongoDB Course M233: Getting Started with Spark and MongoDB](https://university.mongodb.com/courses/M233/about) + +* [MongoDB Hadoop use cases ](https://docs.mongodb.org/ecosystem/use-cases/hadoop/) + +* [MongoDB Blog: aggregating intervals of stock prices](https://www.mongodb.com/blog/post/using-mongodb-hadoop-spark-part-1-introduction-setup) + +### Related Repositories + +* [MongoDB PySpark docker](https://github.com/sindbach/mongodb-pyspark-docker) +* [MongoDB Java Spark docker](https://github.com/sindbach/mongodb-javaspark-docker) + + + diff --git a/spark/docker-compose.yml b/spark/docker-compose.yml new file mode 100644 index 0000000..2c381d1 --- /dev/null +++ b/spark/docker-compose.yml @@ -0,0 +1,22 @@ +version: "2" + +services: + spark: + build: ./spark/. + hostname: spark + links: + - mongodb:mongodb + networks: + - connector + mongodb: + build: ./mongodb/. + image: mongodb + expose: + - 27017 + ports: + - 27017:27017 + networks: + - connector + +networks: + connector: diff --git a/spark/mongodb/Dockerfile b/spark/mongodb/Dockerfile new file mode 100644 index 0000000..d8dceb5 --- /dev/null +++ b/spark/mongodb/Dockerfile @@ -0,0 +1,15 @@ +FROM ubuntu:18.04 + +RUN apt-get update && apt-get install -y wget gnupg + +RUN wget -qO - https://www.mongodb.org/static/pgp/server-4.2.asc | apt-key add - + +RUN echo "deb [ arch=amd64 ] http://repo.mongodb.org/apt/ubuntu bionic/mongodb-org/4.2 multiverse" | tee /etc/apt/sources.list.d/mongodb-org-4.2.list + +RUN apt-get update && apt-get install -y mongodb-org && apt-get clean + +RUN mkdir -p /data/db + +EXPOSE 27017 + +ENTRYPOINT ["/usr/bin/mongod", "--bind_ip_all"] diff --git a/spark/spark/Dockerfile b/spark/spark/Dockerfile new file mode 100644 index 0000000..3c71145 --- /dev/null +++ b/spark/spark/Dockerfile @@ -0,0 +1,39 @@ +FROM ubuntu:18.04 + +RUN apt-get update -y && apt-get install -y \ +default-jdk \ +nano \ +sudo \ +openjdk-8-jdk \ +wget && \ +apt-get clean && \ +rm -rf /var/lib/apt/lists/* + +RUN useradd --create-home --shell /bin/bash ubuntu + +ENV HOME /home/ubuntu +ENV JAVA_HOME /usr/lib/jvm/java-8-openjdk-amd64 +ENV SPARK_VERSION 3.0.2 +ENV HADOOP_VERSION 3.2 +ENV MONGO_SPARK_VERSION 2.4.1 +ENV SCALA_VERSION 2.11 + +WORKDIR ${HOME} + +ENV SPARK_HOME ${HOME}/spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION} +ENV PATH ${PATH}:${SPARK_HOME}/bin + +COPY files/times.json /home/ubuntu/times.json +COPY files/README.md /home/ubuntu/README.md +COPY files/examples.scala /home/ubuntu/examples.scala +COPY files/initDocuments.scala /home/ubuntu/initDocuments.scala + +RUN chown -R ubuntu:ubuntu /home/ubuntu/* +USER ubuntu + +# get spark +RUN wget "https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz" && \ +tar xvf spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz + +RUN rm -fv spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz + diff --git a/spark/spark/files/README.md b/spark/spark/files/README.md new file mode 100644 index 0000000..c8c0a6c --- /dev/null +++ b/spark/spark/files/README.md @@ -0,0 +1,26 @@ + +### Setting Data + +You can run use `initDocuments.scala` to import using Spark itself. + +``` +spark-shell --conf "spark.mongodb.input.uri=mongodb://mongodb:27017/spark.times" --conf "spark.mongodb.output.uri=mongodb://mongodb/spark.output" --packages org.mongodb.spark:mongo-spark-connector_${SCALA_VERSION}:${MONGO_SPARK_VERSION} -i ./initDocuments.scala +``` + +#### Run spark-shell + +``` +spark-shell --conf "spark.mongodb.input.uri=mongodb://mongodb:27017/spark.times" --conf "spark.mongodb.output.uri=mongodb://mongodb/spark.output" --packages org.mongodb.spark:mongo-spark-connector_${SCALA_VERSION}:${MONGO_SPARK_VERSION} +``` + +Alternatively you can run scala file through the shell by specifying `-i `. For example to run `examples.scala` example: + +``` +spark-shell --conf "spark.mongodb.input.uri=mongodb://mongodb:27017/spark.times" --conf "spark.mongodb.output.uri=mongodb://mongodb/spark.output" --packages org.mongodb.spark:mongo-spark-connector_${SCALA_VERSION}:${MONGO_SPARK_VERSION} -i ./examples.scala +``` + +### start 1 master/worker +``` +${SPARK_HOME}/sbin/start-master.sh +${SPARK_HOME}/sbin/start-slave.sh spark://spark:7077 +``` diff --git a/spark/spark/files/examples.scala b/spark/spark/files/examples.scala new file mode 100644 index 0000000..01cd77c --- /dev/null +++ b/spark/spark/files/examples.scala @@ -0,0 +1,71 @@ + +import com.mongodb.spark._ +import com.mongodb.spark.config._ +import org.apache.spark.sql.SQLContext + +import org.bson.Document + +/* Load collection as RDD */ +val rdd = MongoSpark.load(sc) +println("Input Count: " + rdd.count) +println("Input documents: ") +rdd.foreach(println) + +import org.joda.time.DateTime +val outputRDD = rdd.map( + (tuple)=>((tuple.get("myid")), (tuple.get("timestamp"))) + ).reduceByKey((x, y) => if (new DateTime(x).isAfter(new DateTime(y))) x else y ).map( + (tuple)=>{val newdoc = new Document(); + newdoc.append("myid", tuple._1); + newdoc.append("timestamp", tuple._2); + newdoc + } + ) +println("Spark RDD processing result: ") +outputRDD.foreach(println) + +/* Similar aggregation as above, but utilising MongoDB aggregation pipeline */ +val aggRdd = rdd.withPipeline(Seq( + Document.parse("{$sort:{timestamp:1}}"), + Document.parse("{$group:{_id:{'myid':'$myid'}, record:{'$first':'$$ROOT'}}}"), + Document.parse("{$project:{'_id':0, 'doc':'$record.doc', 'timestamp':'$record.timestamp', 'myid':'$record.myid'}}") + ) + ) +println("MongoDB aggregation pipeline reult: ") +aggRdd.foreach(println) + +// Save result to MongoDB +// 1) Default +aggRdd.saveToMongoDB() +// 2) Using helper and WriteConfig to modify destination +outputRDD.saveToMongoDB(WriteConfig(Map("uri"->"mongodb://mongodb:27017/spark.processing"))) +println("RDD is written to MongoDB") + +/* DataFrames examples */ +val sqlContext = SQLContext.getOrCreate(sc) +val df = MongoSpark.load(sqlContext) + +// Print schema +df.printSchema() + +// Filter by Integer and by String +df.filter(df("myid") < 2).show() +df.filter(df("doc") === "V ").show() + +// DataFrames SQL example +df.registerTempTable("temporary") +val sqlResult = sqlContext.sql("SELECT myid, doc, timestamp FROM temporary WHERE myid > 6 AND doc='V '") +sqlResult.show() + +// Save out the filtered DataFrame result +MongoSpark.save(sqlResult.write.option("collection", "DF_times").mode("overwrite")) +// Alternatively you could also specify uri +// MongoSpark.save(sqlResult.write.option("uri", "mongodb://mongodb:27017/spark.DF_times").mode("overwrite")) + +// Read it back in +MongoSpark.load(sqlContext, ReadConfig(Map("collection" -> "DF_times"), Some(ReadConfig(sqlContext)))).show() + +println("Done") +System.exit(0); + + diff --git a/spark/spark/files/initDocuments.scala b/spark/spark/files/initDocuments.scala new file mode 100644 index 0000000..830ef4e --- /dev/null +++ b/spark/spark/files/initDocuments.scala @@ -0,0 +1,17 @@ + +/* Load the content of times.json and load into the database to initiate data */ +import com.mongodb.spark._ +import com.mongodb.spark.config._ +import org.bson.Document + +val rdd = MongoSpark.load(sc) + +if (rdd.count<1){ + val t = sc.textFile("times.json") + val converted = t.map((tuple)=>Document.parse(tuple)) + converted.saveToMongoDB(WriteConfig(Map("uri"->"mongodb://mongodb/spark.times"))) + println("Documents inserted.") +} else { + println("Database 'spark' collection 'times' is not empty. Maybe you've loaded a data into the collection previously ? skipping process. ") +} +System.exit(0); diff --git a/spark/spark/files/times.json b/spark/spark/files/times.json new file mode 100644 index 0000000..5705dad --- /dev/null +++ b/spark/spark/files/times.json @@ -0,0 +1,50 @@ +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd3"},"doc":"X ","timestamp":{"$date":"2016-02-22T21:19:05.575Z"},"myid":7.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd4"},"doc":"V ","timestamp":{"$date":"2015-05-03T19:44:44.909Z"},"myid":0.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd5"},"doc":"E ","timestamp":{"$date":"2014-11-26T19:21:37.516Z"},"myid":1.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd6"},"doc":"U ","timestamp":{"$date":"2015-02-01T05:49:13.142Z"},"myid":5.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd7"},"doc":"Z ","timestamp":{"$date":"2014-09-15T17:49:45.181Z"},"myid":6.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd8"},"doc":"Y ","timestamp":{"$date":"2015-02-28T17:08:17.997Z"},"myid":4.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cd9"},"doc":"J ","timestamp":{"$date":"2015-01-17T10:40:46.348Z"},"myid":2.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cda"},"doc":"Y ","timestamp":{"$date":"2014-05-07T16:36:44.449Z"},"myid":2.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cdb"},"doc":"E ","timestamp":{"$date":"2014-12-22T04:38:50.592Z"},"myid":4.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cdc"},"doc":"U ","timestamp":{"$date":"2014-04-25T02:12:47.322Z"},"myid":6.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cdd"},"doc":"H ","timestamp":{"$date":"2014-11-13T18:34:30.907Z"},"myid":4.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cde"},"doc":"K ","timestamp":{"$date":"2015-05-31T19:44:28.000Z"},"myid":3.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420cdf"},"doc":"T ","timestamp":{"$date":"2015-02-23T03:50:53.371Z"},"myid":1.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420ce0"},"doc":"Q ","timestamp":{"$date":"2015-02-13T02:35:32.001Z"},"myid":6.0} +{"_id":{"$oid":"571d7d1fbe1078d0a3420ce1"},"doc":"K ","timestamp":{"$date":"2014-08-26T07:53:12.225Z"},"myid":4.0} 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