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author | Daoyuan Wang <daoyuan.wang@intel.com> | 2014-09-23 11:45:44 -0700 |
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committer | Michael Armbrust <michael@databricks.com> | 2014-09-23 11:45:44 -0700 |
commit | 66bc0f2d675d06cdd48638f124a1ff32be2bf456 (patch) | |
tree | f003e968229e85d23b8c8a15acd222db0f740e2b /sql | |
parent | 11c10df825419372df61a8d23c51e8c3cc78047f (diff) | |
download | spark-66bc0f2d675d06cdd48638f124a1ff32be2bf456.tar.gz spark-66bc0f2d675d06cdd48638f124a1ff32be2bf456.tar.bz2 spark-66bc0f2d675d06cdd48638f124a1ff32be2bf456.zip |
[SPARK-3598][SQL]cast to timestamp should be the same as hive
this patch fixes timestamp smaller than 0 and cast int as timestamp
select cast(1000 as timestamp) from src limit 1;
should return 1970-01-01 00:00:01, but we now take it as 1000 seconds.
also, current implementation has bug when the time is before 1970-01-01 00:00:00.
rxin marmbrus chenghao-intel
Author: Daoyuan Wang <daoyuan.wang@intel.com>
Closes #2458 from adrian-wang/timestamp and squashes the following commits:
4274b1d [Daoyuan Wang] set test not related to timezone
1234f66 [Daoyuan Wang] fix timestamp smaller than 0 and cast int as timestamp
Diffstat (limited to 'sql')
11 files changed, 50 insertions, 15 deletions
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala index 0379275121..f626d09f03 100644 --- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala +++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala @@ -86,15 +86,15 @@ case class Cast(child: Expression, dataType: DataType) extends UnaryExpression { try Timestamp.valueOf(n) catch { case _: java.lang.IllegalArgumentException => null } }) case BooleanType => - buildCast[Boolean](_, b => new Timestamp((if (b) 1 else 0) * 1000)) + buildCast[Boolean](_, b => new Timestamp((if (b) 1 else 0))) case LongType => - buildCast[Long](_, l => new Timestamp(l * 1000)) + buildCast[Long](_, l => new Timestamp(l)) case IntegerType => - buildCast[Int](_, i => new Timestamp(i * 1000)) + buildCast[Int](_, i => new Timestamp(i)) case ShortType => - buildCast[Short](_, s => new Timestamp(s * 1000)) + buildCast[Short](_, s => new Timestamp(s)) case ByteType => - buildCast[Byte](_, b => new Timestamp(b * 1000)) + buildCast[Byte](_, b => new Timestamp(b)) // TimestampWritable.decimalToTimestamp case DecimalType => buildCast[BigDecimal](_, d => decimalToTimestamp(d)) @@ -107,11 +107,10 @@ case class Cast(child: Expression, dataType: DataType) extends UnaryExpression { } private[this] def decimalToTimestamp(d: BigDecimal) = { - val seconds = d.longValue() + val seconds = Math.floor(d.toDouble).toLong val bd = (d - seconds) * 1000000000 val nanos = bd.intValue() - // Convert to millis val millis = seconds * 1000 val t = new Timestamp(millis) @@ -121,11 +120,11 @@ case class Cast(child: Expression, dataType: DataType) extends UnaryExpression { } // Timestamp to long, converting milliseconds to seconds - private[this] def timestampToLong(ts: Timestamp) = ts.getTime / 1000 + private[this] def timestampToLong(ts: Timestamp) = Math.floor(ts.getTime / 1000.0).toLong private[this] def timestampToDouble(ts: Timestamp) = { // First part is the seconds since the beginning of time, followed by nanosecs. - ts.getTime / 1000 + ts.getNanos.toDouble / 1000000000 + Math.floor(ts.getTime / 1000.0).toLong + ts.getNanos.toDouble / 1000000000 } // Converts Timestamp to string according to Hive TimestampWritable convention diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ExpressionEvaluationSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ExpressionEvaluationSuite.scala index b961346dfc..8b6721d5d8 100644 --- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ExpressionEvaluationSuite.scala +++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ExpressionEvaluationSuite.scala @@ -231,7 +231,9 @@ class ExpressionEvaluationSuite extends FunSuite { checkEvaluation("12.65" cast DecimalType, BigDecimal(12.65)) checkEvaluation(Literal(1) cast LongType, 1) - checkEvaluation(Cast(Literal(1) cast TimestampType, LongType), 1) + checkEvaluation(Cast(Literal(1000) cast TimestampType, LongType), 1.toLong) + checkEvaluation(Cast(Literal(-1200) cast TimestampType, LongType), -2.toLong) + checkEvaluation(Cast(Literal(1.toDouble) cast TimestampType, DoubleType), 1.toDouble) checkEvaluation(Cast(Literal(1.toDouble) cast TimestampType, DoubleType), 1.toDouble) checkEvaluation(Cast(Literal(sts) cast TimestampType, StringType), sts) @@ -242,11 +244,11 @@ class ExpressionEvaluationSuite extends FunSuite { checkEvaluation(Cast(Cast(Cast(Cast( Cast("5" cast ByteType, ShortType), IntegerType), FloatType), DoubleType), LongType), 5) checkEvaluation(Cast(Cast(Cast(Cast( - Cast("5" cast ByteType, TimestampType), DecimalType), LongType), StringType), ShortType), 5) + Cast("5" cast ByteType, TimestampType), DecimalType), LongType), StringType), ShortType), 0) checkEvaluation(Cast(Cast(Cast(Cast( Cast("5" cast TimestampType, ByteType), DecimalType), LongType), StringType), ShortType), null) checkEvaluation(Cast(Cast(Cast(Cast( - Cast("5" cast DecimalType, ByteType), TimestampType), LongType), StringType), ShortType), 5) + Cast("5" cast DecimalType, ByteType), TimestampType), LongType), StringType), ShortType), 0) checkEvaluation(Literal(true) cast IntegerType, 1) checkEvaluation(Literal(false) cast IntegerType, 0) checkEvaluation(Cast(Literal(1) cast BooleanType, IntegerType), 1) @@ -293,16 +295,18 @@ class ExpressionEvaluationSuite extends FunSuite { test("timestamp casting") { val millis = 15 * 1000 + 2 + val seconds = millis * 1000 + 2 val ts = new Timestamp(millis) val ts1 = new Timestamp(15 * 1000) // a timestamp without the milliseconds part + val tss = new Timestamp(seconds) checkEvaluation(Cast(ts, ShortType), 15) checkEvaluation(Cast(ts, IntegerType), 15) checkEvaluation(Cast(ts, LongType), 15) checkEvaluation(Cast(ts, FloatType), 15.002f) checkEvaluation(Cast(ts, DoubleType), 15.002) - checkEvaluation(Cast(Cast(ts, ShortType), TimestampType), ts1) - checkEvaluation(Cast(Cast(ts, IntegerType), TimestampType), ts1) - checkEvaluation(Cast(Cast(ts, LongType), TimestampType), ts1) + checkEvaluation(Cast(Cast(tss, ShortType), TimestampType), ts) + checkEvaluation(Cast(Cast(tss, IntegerType), TimestampType), ts) + checkEvaluation(Cast(Cast(tss, LongType), TimestampType), ts) checkEvaluation(Cast(Cast(millis.toFloat / 1000, TimestampType), FloatType), millis.toFloat / 1000) checkEvaluation(Cast(Cast(millis.toDouble / 1000, TimestampType), DoubleType), diff --git a/sql/hive/src/test/resources/golden/timestamp cast #1-0-69fc614ccea92bbe39f4decc299edcc6 b/sql/hive/src/test/resources/golden/timestamp cast #1-0-69fc614ccea92bbe39f4decc299edcc6 new file mode 100644 index 0000000000..8ebf695ba7 --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #1-0-69fc614ccea92bbe39f4decc299edcc6 @@ -0,0 +1 @@ +0.001 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #2-0-732ed232ac592c5e7f7c913a88874fd2 b/sql/hive/src/test/resources/golden/timestamp cast #2-0-732ed232ac592c5e7f7c913a88874fd2 new file mode 100644 index 0000000000..5625e59da8 --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #2-0-732ed232ac592c5e7f7c913a88874fd2 @@ -0,0 +1 @@ +1.2 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #3-0-76ee270337f664b36cacfc6528ac109 b/sql/hive/src/test/resources/golden/timestamp cast #3-0-76ee270337f664b36cacfc6528ac109 new file mode 100644 index 0000000000..d00491fd7e --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #3-0-76ee270337f664b36cacfc6528ac109 @@ -0,0 +1 @@ +1 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #4-0-732ed232ac592c5e7f7c913a88874fd2 b/sql/hive/src/test/resources/golden/timestamp cast #4-0-732ed232ac592c5e7f7c913a88874fd2 new file mode 100644 index 0000000000..5625e59da8 --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #4-0-732ed232ac592c5e7f7c913a88874fd2 @@ -0,0 +1 @@ +1.2 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #5-0-dbd7bcd167d322d6617b884c02c7f247 b/sql/hive/src/test/resources/golden/timestamp cast #5-0-dbd7bcd167d322d6617b884c02c7f247 new file mode 100644 index 0000000000..27de46fdf2 --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #5-0-dbd7bcd167d322d6617b884c02c7f247 @@ -0,0 +1 @@ +-0.0010000000000000009 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #6-0-6d2da5cfada03605834e38bc4075bc79 b/sql/hive/src/test/resources/golden/timestamp cast #6-0-6d2da5cfada03605834e38bc4075bc79 new file mode 100644 index 0000000000..1d94c8a014 --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #6-0-6d2da5cfada03605834e38bc4075bc79 @@ -0,0 +1 @@ +-1.2 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #7-0-1d70654217035f8ce5f64344f4c5a80f b/sql/hive/src/test/resources/golden/timestamp cast #7-0-1d70654217035f8ce5f64344f4c5a80f new file mode 100644 index 0000000000..3fbedf693b --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #7-0-1d70654217035f8ce5f64344f4c5a80f @@ -0,0 +1 @@ +-2 diff --git a/sql/hive/src/test/resources/golden/timestamp cast #8-0-6d2da5cfada03605834e38bc4075bc79 b/sql/hive/src/test/resources/golden/timestamp cast #8-0-6d2da5cfada03605834e38bc4075bc79 new file mode 100644 index 0000000000..1d94c8a014 --- /dev/null +++ b/sql/hive/src/test/resources/golden/timestamp cast #8-0-6d2da5cfada03605834e38bc4075bc79 @@ -0,0 +1 @@ +-1.2 diff --git a/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala b/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala index 56bcd95eab..6fc891ba4c 100644 --- a/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala +++ b/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala @@ -303,6 +303,30 @@ class HiveQuerySuite extends HiveComparisonTest { createQueryTest("case statements WITHOUT key #4", "SELECT (CASE WHEN key > 2 THEN 3 WHEN 2 > key THEN 2 ELSE 0 END) FROM src WHERE key < 15") + createQueryTest("timestamp cast #1", + "SELECT CAST(CAST(1 AS TIMESTAMP) AS DOUBLE) FROM src LIMIT 1") + + createQueryTest("timestamp cast #2", + "SELECT CAST(CAST(1.2 AS TIMESTAMP) AS DOUBLE) FROM src LIMIT 1") + + createQueryTest("timestamp cast #3", + "SELECT CAST(CAST(1200 AS TIMESTAMP) AS INT) FROM src LIMIT 1") + + createQueryTest("timestamp cast #4", + "SELECT CAST(CAST(1.2 AS TIMESTAMP) AS DOUBLE) FROM src LIMIT 1") + + createQueryTest("timestamp cast #5", + "SELECT CAST(CAST(-1 AS TIMESTAMP) AS DOUBLE) FROM src LIMIT 1") + + createQueryTest("timestamp cast #6", + "SELECT CAST(CAST(-1.2 AS TIMESTAMP) AS DOUBLE) FROM src LIMIT 1") + + createQueryTest("timestamp cast #7", + "SELECT CAST(CAST(-1200 AS TIMESTAMP) AS INT) FROM src LIMIT 1") + + createQueryTest("timestamp cast #8", + "SELECT CAST(CAST(-1.2 AS TIMESTAMP) AS DOUBLE) FROM src LIMIT 1") + test("implement identity function using case statement") { val actual = sql("SELECT (CASE key WHEN key THEN key END) FROM src") .map { case Row(i: Int) => i } |