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Java读写avro例子

2019-11-14 14:56:48
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一、avro是一个数据序列化框架,可以高效得进行序列化和反序列化,支持C, C++, C#, java, php, Python, 和Ruby语言。现在使用Java来读写。

二、环境搭建

  1、下载avro-1.7.7.jar and avro-tools-1.7.7.jar两个jar包,放到指定文件目录。下载地址 http://www.trieuvan.com/apache/avro/avro-1.7.7/java/

    我放到了D:/soft/avro 文件夹,在改目录下新建java文件夹,用来存放生成的Java代码

   2、该目录下新建user.avsc文件,内容是:  

{"namespace": "example.avro", "type": "record", "name": "User", "fields": [     {"name": "name", "type": "string"},     {"name": "favorite_number",  "type": ["int", "null"]},     {"name": "favorite_color", "type": ["string", "null"]}
 ]}   

  3、打开cmd,进入到该目录,执行命令生成User类,注意命令后面有个".",表示生成的代码放在本目录下。

java -jar avro-tools-1.7.7.jar compile schema user.avsc java .

  

  在该文件夹下的Java文件下的../example/avro/目录下就会生成User.java文件。

  4.使用eclipse新建maven项目,在pom.xml加入avro的依赖。  

<dependency>  <groupId>org.apache.avro</groupId>  <artifactId>avro</artifactId>  <version>1.7.7</version></dependency>

三、生成的User.java文件的内容如下。

  把生成的User.java类复制到工程中,注意这个User.java里面生成的User类及其内部类的包名默认是user.avsc文件中的namespace的值,

  在本例中也就是example.avro。需要全部替换为自己的包名。

  最简单的方法就是把User.java中的example.avro全部替换为自己的包名。

/** * Autogenerated by Avro *  * DO NOT EDIT DIRECTLY */package example.avro;  @SupPRessWarnings("all")@org.apache.avro.specific.AvroGeneratedpublic class User extends org.apache.avro.specific.SpecificRecordBase implements org.apache.avro.specific.SpecificRecord {  public static final org.apache.avro.Schema SCHEMA$ = new org.apache.avro.Schema.Parser().parse("{/"type/":/"record/",/"name/":/"User/",/"namespace/":/"example.avro/",/"fields/":[{/"name/":/"name/",/"type/":/"string/"},{/"name/":/"favorite_number/",/"type/":[/"int/",/"null/"]},{/"name/":/"favorite_color/",/"type/":[/"string/",/"null/"]}]}");  public static org.apache.avro.Schema getClassSchema() { return SCHEMA$; }  @Deprecated public java.lang.CharSequence name;  @Deprecated public java.lang.Integer favorite_number;  @Deprecated public java.lang.CharSequence favorite_color;  /**   * Default constructor.  Note that this does not initialize fields   * to their default values from the schema.  If that is desired then   * one should use <code>newBuilder()</code>.    */  public User() {}  /**   * All-args constructor.   */  public User(java.lang.CharSequence name, java.lang.Integer favorite_number, java.lang.CharSequence favorite_color) {    this.name = name;    this.favorite_number = favorite_number;    this.favorite_color = favorite_color;  }  public org.apache.avro.Schema getSchema() { return SCHEMA$; }  // Used by DatumWriter.  applications should not call.   public java.lang.Object get(int field$) {    switch (field$) {    case 0: return name;    case 1: return favorite_number;    case 2: return favorite_color;    default: throw new org.apache.avro.AvroRuntimeException("Bad index");    }  }  // Used by DatumReader.  Applications should not call.   @SuppressWarnings(value="unchecked")  public void put(int field$, java.lang.Object value$) {    switch (field$) {    case 0: name = (java.lang.CharSequence)value$; break;    case 1: favorite_number = (java.lang.Integer)value$; break;    case 2: favorite_color = (java.lang.CharSequence)value$; break;    default: throw new org.apache.avro.AvroRuntimeException("Bad index");    }  }  /**   * Gets the value of the 'name' field.   */  public java.lang.CharSequence getName() {    return name;  }  /**   * Sets the value of the 'name' field.   * @param value the value to set.   */  public void setName(java.lang.CharSequence value) {    this.name = value;  }  /**   * Gets the value of the 'favorite_number' field.   */  public java.lang.Integer getFavoriteNumber() {    return favorite_number;  }  /**   * Sets the value of the 'favorite_number' field.   * @param value the value to set.   */  public void setFavoriteNumber(java.lang.Integer value) {    this.favorite_number = value;  }  /**   * Gets the value of the 'favorite_color' field.   */  public java.lang.CharSequence getFavoriteColor() {    return favorite_color;  }  /**   * Sets the value of the 'favorite_color' field.   * @param value the value to set.   */  public void setFavoriteColor(java.lang.CharSequence value) {    this.favorite_color = value;  }  /** Creates a new User RecordBuilder */  public static example.avro.User.Builder newBuilder() {    return new example.avro.User.Builder();  }    /** Creates a new User RecordBuilder by copying an existing Builder */  public static example.avro.User.Builder newBuilder(example.avro.User.Builder other) {    return new example.avro.User.Builder(other);  }    /** Creates a new User RecordBuilder by copying an existing User instance */  public static example.avro.User.Builder newBuilder(example.avro.User other) {    return new example.avro.User.Builder(other);  }    /**   * RecordBuilder for User instances.   */  public static class Builder extends org.apache.avro.specific.SpecificRecordBuilderBase<User>    implements org.apache.avro.data.RecordBuilder<User> {    private java.lang.CharSequence name;    private java.lang.Integer favorite_number;    private java.lang.CharSequence favorite_color;    /** Creates a new Builder */    private Builder() {      super(example.avro.User.SCHEMA$);    }        /** Creates a Builder by copying an existing Builder */    private Builder(example.avro.User.Builder other) {      super(other);      if (isValidValue(fields()[0], other.name)) {        this.name = data().deepCopy(fields()[0].schema(), other.name);        fieldSetFlags()[0] = true;      }      if (isValidValue(fields()[1], other.favorite_number)) {        this.favorite_number = data().deepCopy(fields()[1].schema(), other.favorite_number);        fieldSetFlags()[1] = true;      }      if (isValidValue(fields()[2], other.favorite_color)) {        this.favorite_color = data().deepCopy(fields()[2].schema(), other.favorite_color);        fieldSetFlags()[2] = true;      }    }        /** Creates a Builder by copying an existing User instance */    private Builder(example.avro.User other) {            super(example.avro.User.SCHEMA$);      if (isValidValue(fields()[0], other.name)) {        this.name = data().deepCopy(fields()[0].schema(), other.name);        fieldSetFlags()[0] = true;      }      if (isValidValue(fields()[1], other.favorite_number)) {        this.favorite_number = data().deepCopy(fields()[1].schema(), other.favorite_number);        fieldSetFlags()[1] = true;      }      if (isValidValue(fields()[2], other.favorite_color)) {        this.favorite_color = data().deepCopy(fields()[2].schema(), other.favorite_color);        fieldSetFlags()[2] = true;      }    }    /** Gets the value of the 'name' field */    public java.lang.CharSequence getName() {      return name;    }        /** Sets the value of the 'name' field */    public example.avro.User.Builder setName(java.lang.CharSequence value) {      validate(fields()[0], value);      this.name = value;      fieldSetFlags()[0] = true;      return this;     }        /** Checks whether the 'name' field has been set */    public boolean hasName() {      return fieldSetFlags()[0];    }        /** Clears the value of the 'name' field */    public example.avro.User.Builder clearName() {      name = null;      fieldSetFlags()[0] = false;      return this;    }    /** Gets the value of the 'favorite_number' field */    public java.lang.Integer getFavoriteNumber() {      return favorite_number;    }        /** Sets the value of the 'favorite_number' field */    public example.avro.User.Builder setFavoriteNumber(java.lang.Integer value) {      validate(fields()[1], value);      this.favorite_number = value;      fieldSetFlags()[1] = true;      return this;     }        /** Checks whether the 'favorite_number' field has been set */    public boolean hasFavoriteNumber() {      return fieldSetFlags()[1];    }        /** Clears the value of the 'favorite_number' field */    public example.avro.User.Builder clearFavoriteNumber() {      favorite_number = null;      fieldSetFlags()[1] = false;      return this;    }    /** Gets the value of the 'favorite_color' field */    public java.lang.CharSequence getFavoriteColor() {      return favorite_color;    }        /** Sets the value of the 'favorite_color' field */    public example.avro.User.Builder setFavoriteColor(java.lang.CharSequence value) {      validate(fields()[2], value);      this.favorite_color = value;      fieldSetFlags()[2] = true;      return this;     }        /** Checks whether the 'favorite_color' field has been set */    public boolean hasFavoriteColor() {      return fieldSetFlags()[2];    }        /** Clears the value of the 'favorite_color' field */    public example.avro.User.Builder clearFavoriteColor() {      favorite_color = null;      fieldSetFlags()[2] = false;      return this;    }    @Override    public User build() {      try {        User record = new User();        record.name = fieldSetFlags()[0] ? this.name : (java.lang.CharSequence) defaultValue(fields()[0]);        record.favorite_number = fieldSetFlags()[1] ? this.favorite_number : (java.lang.Integer) defaultValue(fields()[1]);        record.favorite_color = fieldSetFlags()[2] ? this.favorite_color : (java.lang.CharSequence) defaultValue(fields()[2]);        return record;      } catch (Exception e) {        throw new org.apache.avro.AvroRuntimeException(e);      }    }  }}

四、用Java实现序列化,即写avro文件。

  新建一个Java类  

     public static void main(String[] args) throws IOException {
     // 声明并初始化User对象
     // 方式一
     User user1 = new User(); user1.setName("zhangsan"); user1.setFavoriteNumber(21); user1.setFavoriteColor(null);
     // 方式二 使用构造函数
// Alternate constructor User user2 = new User("Ben", 7, "red");      
    // 方式三,使用Build方式
// Construct via builder User user3 = User.newBuilder() .setName("Charlie") .setFavoriteColor("blue") .setFavoriteNumber(null) .build(); String path = "D://tmp//user.avro"; // avro文件存放目录 DatumWriter<User> userDatumWriter = new SpecificDatumWriter<User>(User.class); DataFileWriter<User> dataFileWriter = new DataFileWriter<User>(userDatumWriter); dataFileWriter.create(user1.getSchema(), new File(path));
     // 把生成的user对象写入到avro文件 dataFileWriter.append(user1); dataFileWriter.append(user2); dataFileWriter.append(user3); dataFileWriter.close();
}

  run一下代码,查看指定文件目录是否生成了avro文件。

五、Java读取avro文件,即实现avro反序列化。

public static void main(String[] args) throws IOException {       DatumReader<User> reader = new SpecificDatumReader<User>(User.class);       DataFileReader<User> dataFileReader = new DataFileReader<User>(new File("D://tmp//user.avro"), reader);       User user = null;       while (dataFileReader.hasNext()) {            user = dataFileReader.next();            System.out.println(user);       }      }

   运行结果:

{"name": "zhangsan", "favorite_number": 21, "favorite_color": null}{"name": "Ben", "favorite_number": 7, "favorite_color": "red"}{"name": "Charlie", "favorite_number": null, "favorite_color": "blue"}

至此,例子写完。


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