spark阅读包含多个新字符的文本

lsmd5eda  于 2021-07-12  发布在  Spark
关注(0)|答案(1)|浏览(287)

我正在读取一个csv文件,其中有一个注解字段。文本中有新行字符。当我使用csv的多行选项时,如果有超过1行,仍然会创建一个新行。
下面是代码和数据(示例,但与实际类似)
包sample.spark.com;

import java.util.HashMap;
import java.util.Map;
import org.apache.spark.sql.functions.*;
import org.apache.commons.logging.impl.SLF4JLog;
import org.apache.commons.logging.impl.SLF4JLogFactory;
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Row;
import org.apache.spark.sql.SparkSession;
import org.apache.spark.sql.functions;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

public class IndividualApp {

    static Logger logger = LoggerFactory.getLogger(IndividualApp.class.getName());
    public static void main(String[] args) {
        // TODO Auto-generated method stub

        SparkSession session = SparkSession.builder().appName("IndividualApp").master("local[*]").getOrCreate();

        session.sparkContext().setLogLevel("ERROR");

        Map<String, String> options = new HashMap<>();

        options.put("inferSchema", "true");
        options.put("header", "true");
        options.put("multiLine","true");

        Dataset<Row> df = session.read().options(options).csv("C:\\DataSet\\sample.csv");

        df.show(Boolean.FALSE);

        df = df.groupBy("id").count().orderBy(functions.col("id").desc());

        df.show(Boolean.FALSE);

        logger.info("THE VALUE IS "+df.count());

    }

}

输出

+---------------------------------------------+------------------------------------------------------------------------+
|ID                                           |comment                                                                 |
+---------------------------------------------+------------------------------------------------------------------------+
|1                                            |"Added business Added 80/60/1300; 
200/100/1800-Name change from ""Added|
|Added Added Added - 311/271/1911 Added/Added"|null                                                                    |
+---------------------------------------------+------------------------------------------------------------------------+

+---------------------------------------------+-----+
|id                                           |count|
+---------------------------------------------+-----+
|Added Added Added - 311/271/1911 Added/Added"|1    |
|1                                            |1    |
+---------------------------------------------+-----+

数据

ID , comment
1 , Added business Added 80/60/1300; 
200/100/1800-Name change from "Added, Added Added for Added Added Added."-Added-Added; 
Added Added Added - 311/271/1911 Added/Added

有没有办法解决这个问题,因为它产生的记录比实际数字多。我的解决方案是忽略任何包含字符串的value id列,但如果注解只有数字,这就行不通了。谢谢您

pxyaymoc

pxyaymoc1#

我可以通过添加下面的代码来解决这个问题。我不知道它是如何工作的,但它对我来说是有效的
(“escape”,“”);

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