Created
August 17, 2020 14:40
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import datetime | |
from pyspark.sql.functions import year, month, dayofmonth | |
elevDF = sc.parallelize([ | |
(datetime.datetime(1994, 1, 1, 0, 0), 1, 638.55), | |
(datetime.datetime(1994, 1, 1, 0, 0), 2, 638.55), | |
(datetime.datetime(1994, 1, 1, 0, 0), 3, 638.55), | |
(datetime.datetime(1994, 1, 1, 0, 0), 4, 638.55), | |
(datetime.datetime(1994, 1, 1, 0, 0), 5, 638.55) | |
]).toDF(["date", "hour", "value"]) | |
elevDF.select( | |
year("date").alias('year'), | |
month("date").alias('month'), | |
dayofmonth("date").alias('day') | |
).show() | |
elevDF1 = sqlContext.createDataFrame(sc.parallelize([ | |
Row(date=datetime.datetime(1994, 1, 1, 0, 0), hour=1, value=638.55), | |
Row(date=datetime.datetime(1994, 1, 1, 0, 0), hour=2, value=638.55), | |
Row(date=datetime.datetime(1994, 1, 1, 0, 0), hour=3, value=638.55), | |
Row(date=datetime.datetime(1994, 1, 1, 0, 0), hour=4, value=638.55), | |
Row(date=datetime.datetime(1994, 1, 1, 0, 0), hour=5, value=638.55)])) | |
(elevDF1 | |
.map(lambda (date, hour, value): (date.year, date.month, date.day)) | |
.collect()) |
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