Created
July 26, 2016 17:19
-
-
Save aaronsteers/e31861716f1f0886c74ed6dd324372d8 to your computer and use it in GitHub Desktop.
Mapping from spark to sql types, from stack exchange http://stackoverflow.com/a/36711507/4298208
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import org.apache.spark.sql.jdbc.{JdbcDialects, JdbcType, JdbcDialect} | |
import org.apache.spark.sql.jdbc.JdbcType | |
val SQLServerDialect = new JdbcDialect { | |
override def canHandle(url: String): Boolean = url.startsWith("jdbc:jtds:sqlserver") || url.contains("sqlserver") | |
override def getJDBCType(dt: DataType): Option[JdbcType] = dt match { | |
case StringType => Some(JdbcType("VARCHAR(5000)", java.sql.Types.VARCHAR)) | |
case BooleanType => Some(JdbcType("BIT(1)", java.sql.Types.BIT)) | |
case IntegerType => Some(JdbcType("INTEGER", java.sql.Types.INTEGER)) | |
case LongType => Some(JdbcType("BIGINT", java.sql.Types.BIGINT)) | |
case DoubleType => Some(JdbcType("DOUBLE PRECISION", java.sql.Types.DOUBLE)) | |
case FloatType => Some(JdbcType("REAL", java.sql.Types.REAL)) | |
case ShortType => Some(JdbcType("INTEGER", java.sql.Types.INTEGER)) | |
case ByteType => Some(JdbcType("INTEGER", java.sql.Types.INTEGER)) | |
case BinaryType => Some(JdbcType("BINARY", java.sql.Types.BINARY)) | |
case TimestampType => Some(JdbcType("DATE", java.sql.Types.DATE)) | |
case DateType => Some(JdbcType("DATE", java.sql.Types.DATE)) | |
// case DecimalType.Fixed(precision, scale) => Some(JdbcType("NUMBER(" + precision + "," + scale + ")", java.sql.Types.NUMERIC)) | |
case t: DecimalType => Some(JdbcType(s"DECIMAL(${t.precision},${t.scale})", java.sql.Types.DECIMAL)) | |
case _ => throw new IllegalArgumentException(s"Don't know how to save ${dt.json} to JDBC") | |
} | |
} | |
JdbcDialects.registerDialect(SQLServerDialect) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment