Mcdd-Big-Data-Study

Study project for big data (Hadoop, Zookeeper, Kafka, Flink, Spark)

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Features ✨

Supported Technologies:

• Hadoop 3.3.6 (with JDK 8.0.352-zulu, Maven 3.6.3)
  • Zookeeper 3.9.2
  • Kafka 2.12-3.7.1

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Installation 📦

1. Clone the repository:

   git clone https://github.com/mcddhub/mcdd-big-data-study.git --depth=1 && cd mcdd-big-data-study

   2. Build the Docker image:

      cd docker
      docker build -t caobaoqi1029/big-data-study:x.x.x .

Note: Replace x.x.x with the appropriate version number.

3. Start the containers:

   docker compose up -d

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Configuration 🛠

1. Connect to the remote server via VS Code and attach to a running container.

2. Install the Java Dev extension in VS Code.

3. Restart the extension host to apply changes.

4. Initialize Hadoop environment:

   docker exec -it master bash
   hdfs namenode -format

5. Start Hadoop services:

   start-all.sh

6. Use the following commands to interact with Hadoop:

   vim input.txt
   hdfs dfs -put -f ./input.txt /
   hdfs dfs -ls /

7. Build and run the Hadoop job:

   mvn clean package
   cd target/
   hadoop jar big-data.jar

Tip: You can set the environment variable to run Java directly:

export CLASSPATH=$CLASSPATH:/tmp/
# Add this to .bashrc for persistence.

8. View the output:

   hdfs dfs -ls /output
   hdfs dfs -cat /output/part-r-00000

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Contributing 🤝

We welcome contributions! Feel free to submit a pull request. For more details, see the Contribution Guide.

Thanks to all contributors:

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License 📄

This project is licensed under the MIT License. See the LICENSE file for details.

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Support 💖

If you find this project helpful, consider giving it a ⭐️ on GitHub!

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