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Hyukjin Kwon updated SPARK-27689: --------------------------------- Priority: Major (was: Critical) > Error to execute hive views with spark > -------------------------------------- > > Key: SPARK-27689 > URL: https://issues.apache.org/jira/browse/SPARK-27689 > Project: Spark > Issue Type: Bug > Components: SQL > Affects Versions: 2.3.0, 2.3.3, 2.4.3 > Reporter: Juan Antonio > Priority: Major > > I have a python error when I execute the following code using hive views but > it works correctly when I run it with hive tables. > *Hive databases:* > {code:java} > CREATE DATABASE schema_p LOCATION "hdfs:///tmp/schema_p"; > {code} > *Hive tables:* > {code:java} > CREATE TABLE schema_p.person( > id_person string, > identifier string, > gender string, > start_date string, > end_date string) > ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe' > STORED AS INPUTFORMAT 'org.apache.hadoop.mapred.TextInputFormat' > OUTPUTFORMAT 'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat' > LOCATION 'hdfs:///tmp/schema_p/person'; > {code} > {code:java} > CREATE TABLE schema_p.product( > id_product string, > name string, > country string, > city string, > start_date string, > end_date string > ) > ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe' > STORED AS INPUTFORMAT 'org.apache.hadoop.mapred.TextInputFormat' > OUTPUTFORMAT 'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat' > LOCATION 'hdfs:///tmp/schema_p/product'; > {code} > {code:java} > CREATE TABLE schema_p.person_product( > id_person string, > id_product string, > country string, > city string, > price string, > start_date string, > end_date string > ) > ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe' > STORED AS INPUTFORMAT 'org.apache.hadoop.mapred.TextInputFormat' > OUTPUTFORMAT 'org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat' > LOCATION 'hdfs:///tmp/schema_p/person_product'; > {code} > *Hive views:* > {code:java} > CREATE VIEW schema_p.person_v AS SELECT CAST(id_person AS INT) AS id_person, > CAST(identifier AS INT) AS identifier, gender AS gender, CAST(start_date AS > DATE) AS start_date, CAST(end_date AS DATE) AS end_date FROM schema_p.person; > CREATE VIEW schema_p.product_v AS SELECT CAST(id_product AS INT) AS > id_product, name AS name, country AS country, city AS city, CAST(start_date > AS DATE) AS start_date, CAST(end_date AS DATE) AS end_date FROM > schema_p.product; > CREATE VIEW schema_p.person_product_v AS SELECT CAST(id_person AS INT) AS > id_person, CAST(id_product AS INT) AS id_product, country AS country, city AS > city, CAST(price AS DECIMAL(38,8)) AS price, CAST(start_date AS DATE) AS > start_date, CAST(end_date AS DATE) AS end_date FROM schema_p.person_product; > {code} > ********************************************* > *Code*: > > {code} > def read_tables(sc): > in_dict = { 'person': 'person_v', 'product': 'product_v', 'person_product': > 'person_product_v' } > data_dict = {} > for n, d in in_dict.iteritems(): > data_dict[n] = sc.read.table(d) > return data_dict > def get_population(tables, ref_date_str): > person = tables['person'] > product = tables['product'] > person_product = tables['person_product'] > person_product_join = person_product.join(product,'id_product') > count_prod = > person_product.groupBy('id_product').agg(F.count('id_product').alias('count_prod')) > person_count = person_product_join.join(count_prod,'id_product') > final1 = person_product_join.join(person_count, 'id_person', 'left') > final = final1.withColumn('reference_date', F.lit(ref_date_str)) > return final > import pyspark.sql.functions as F > import functools > from pyspark.sql.functions import col > from pyspark.sql.functions import add_months, lit, count, coalesce > spark.sql('use schema_p') > data_dict = read_tables(spark) > data_dict > population = get_population(data_dict, '2019-04-30') > population.show(){code} > > *Error:* > {code:java} > File "<stdin>", line 1, in <module> > File "<stdin>", line 10, in get_population > File "/usr/hdp/current/spark2-client/python/pyspark/sql/dataframe.py", line > 931, in join > jdf = self._jdf.join(other._jdf, on, how) > File > "/usr/hdp/current/spark2-client/python/lib/py4j-0.10.6-src.zip/py4j/java_gateway.py", > line 1160, in __call__ > File "/usr/hdp/current/spark2-client/python/pyspark/sql/utils.py", line 69, > in deco > raise AnalysisException(s.split(': ', 1)[1], stackTrace) > pyspark.sql.utils.AnalysisException: u'Resolved attribute(s) > id_product#124,end_date#129,city#126,price#127,start_date#128,id_person#123,country#125 > missing from > city#47,price#48,start_date#49,id_product#45,end_date#50,id_person#44,country#46 > in operator !Project [cast(id_person#123 as int) AS id_person#96, > cast(id_product#124 as int) AS id_product#97, cast(country#125 as string) AS > country#98, cast(city#126 as string) AS city#99, cast(price#127 as > decimal(38,8)) AS price#100, cast(start_date#128 as date) AS start_date#101, > cast(end_date#129 as date) AS end_date#102|#123 as int) AS id_person#96, > cast(id_product#124 as int) AS id_product#97, cast(country#125 as string) AS > country#98, cast(city#126 as string) AS city#99, cast(price#127 as > decimal(38,8)) AS price#100, cast(start_date#128 as date) AS start_date#101, > cast(end_date#129 as date) AS end_date#102]. Attribute(s) with the same name > appear in the operation: > id_product,end_date,city,price,start_date,id_person,country. Please check if > the right attribute(s) are used.;; > Project [id_person#44, id_product#45, country#46, city#47, price#48, > start_date#49, end_date#50, name#21, country#22, city#23, start_date#24, > end_date#25, id_product#124, country#125, city#126, price#127, > start_date#128, end_date#129, name#157, country#158, city#159, > start_date#160, end_date#161, count_prod#93L|#44, id_product#45, country#46, > city#47, price#48, start_date#49, end_date#50, name#21, country#22, city#23, > start_date#24, end_date#25, id_product#124, country#125, city#126, price#127, > start_date#128, end_date#129, name#157, country#158, city#159, > start_date#160, end_date#161, count_prod#93L] > +- Join LeftOuter, (id_person#44 = id_person#123) > :- Project [id_product#45, id_person#44, country#46, city#47, price#48, > start_date#49, end_date#50, name#21, country#22, city#23, start_date#24, > end_date#25|#45, id_person#44, country#46, city#47, price#48, start_date#49, > end_date#50, name#21, country#22, city#23, start_date#24, end_date#25] > : +- Join Inner, (id_product#45 = id_product#20) > : :- SubqueryAlias person_product_v > : : +- View (`schema_p`.`person_product_v`, > [id_person#44,id_product#45,country#46,city#47,price#48,start_date#49,end_date#50|#44,id_product#45,country#46,city#47,price#48,start_date#49,end_date#50]) > : : +- Project [cast(id_person#51 as int) AS id_person#44, > cast(id_product#52 as int) AS id_product#45, cast(country#53 as string) AS > country#46, cast(city#54 as string) AS city#47, cast(price#55 as > decimal(38,8)) AS price#48, cast(start_date#56 as date) AS start_date#49, > cast(end_date#57 as date) AS end_date#50|#51 as int) AS id_person#44, > cast(id_product#52 as int) AS id_product#45, cast(country#53 as string) AS > country#46, cast(city#54 as string) AS city#47, cast(price#55 as > decimal(38,8)) AS price#48, cast(start_date#56 as date) AS start_date#49, > cast(end_date#57 as date) AS end_date#50] > : : +- Project [cast(id_person#58 as int) AS id_person#51, > cast(id_product#59 as int) AS id_product#52, country#60 AS country#53, > city#61 AS city#54, cast(price#62 as decimal(38,8)) AS price#55, > cast(start_date#63 as date) AS start_date#56, cast(end_date#64 as date) AS > end_date#57|#58 as int) AS id_person#51, cast(id_product#59 as int) AS > id_product#52, country#60 AS country#53, city#61 AS city#54, cast(price#62 as > decimal(38,8)) AS price#55, cast(start_date#63 as date) AS start_date#56, > cast(end_date#64 as date) AS end_date#57] > : : +- SubqueryAlias person_product > : : +- HiveTableRelation `schema_p`.`person_product`, > org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe, [id_person#58, > id_product#59, country#60, city#61, price#62, start_date#63, end_date#64|#58, > id_product#59, country#60, city#61, price#62, start_date#63, end_date#64] > : +- SubqueryAlias product_v > : +- View (`schema_p`.`product_v`, > [id_product#20,name#21,country#22,city#23,start_date#24,end_date#25|#20,name#21,country#22,city#23,start_date#24,end_date#25]) > : +- Project [cast(id_product#26 as int) AS id_product#20, cast(name#27 as > string) AS name#21, cast(country#28 as string) AS country#22, cast(city#29 as > string) AS city#23, cast(start_date#30 as date) AS start_date#24, > cast(end_date#31 as date) AS end_date#25|#26 as int) AS id_product#20, > cast(name#27 as string) AS name#21, cast(country#28 as string) AS country#22, > cast(city#29 as string) AS city#23, cast(start_date#30 as date) AS > start_date#24, cast(end_date#31 as date) AS end_date#25] > : +- Project [cast(id_product#32 as int) AS id_product#26, name#33 AS > name#27, country#34 AS country#28, city#35 AS city#29, cast(start_date#36 as > date) AS start_date#30, cast(end_date#37 as date) AS end_date#31|#32 as int) > AS id_product#26, name#33 AS name#27, country#34 AS country#28, city#35 AS > city#29, cast(start_date#36 as date) AS start_date#30, cast(end_date#37 as > date) AS end_date#31] > : +- SubqueryAlias product > : +- HiveTableRelation `schema_p`.`product`, > org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe, [id_product#32, name#33, > country#34, city#35, start_date#36, end_date#37|#32, name#33, country#34, > city#35, start_date#36, end_date#37] > +- Project [id_product#124, id_person#123, country#125, city#126, price#127, > start_date#128, end_date#129, name#157, country#158, city#159, > start_date#160, end_date#161, count_prod#93L|#124, id_person#123, > country#125, city#126, price#127, start_date#128, end_date#129, name#157, > country#158, city#159, start_date#160, end_date#161, count_prod#93L] > +- Join Inner, (id_product#124 = id_product#97) > :- Project [id_product#124, id_person#123, country#125, city#126, price#127, > start_date#128, end_date#129, name#157, country#158, city#159, > start_date#160, end_date#161|#124, id_person#123, country#125, city#126, > price#127, start_date#128, end_date#129, name#157, country#158, city#159, > start_date#160, end_date#161] > : +- Join Inner, (id_product#124 = id_product#156) > : :- SubqueryAlias person_product_v > : : +- View (`schema_p`.`person_product_v`, > [id_person#123,id_product#124,country#125,city#126,price#127,start_date#128,end_date#129|#123,id_product#124,country#125,city#126,price#127,start_date#128,end_date#129]) > : : +- Project [cast(id_person#44 as int) AS id_person#123, > cast(id_product#45 as int) AS id_product#124, cast(country#46 as string) AS > country#125, cast(city#47 as string) AS city#126, cast(price#48 as > decimal(38,8)) AS price#127, cast(start_date#49 as date) AS start_date#128, > cast(end_date#50 as date) AS end_date#129|#44 as int) AS id_person#123, > cast(id_product#45 as int) AS id_product#124, cast(country#46 as string) AS > country#125, cast(city#47 as string) AS city#126, cast(price#48 as > decimal(38,8)) AS price#127, cast(start_date#49 as date) AS start_date#128, > cast(end_date#50 as date) AS end_date#129] > : : +- Project [cast(id_person#51 as int) AS id_person#44, > cast(id_product#52 as int) AS id_product#45, cast(country#53 as string) AS > country#46, cast(city#54 as string) AS city#47, cast(price#55 as > decimal(38,8)) AS price#48, cast(start_date#56 as date) AS start_date#49, > cast(end_date#57 as date) AS end_date#50|#51 as int) AS id_person#44, > cast(id_product#52 as int) AS id_product#45, cast(country#53 as string) AS > country#46, cast(city#54 as string) AS city#47, cast(price#55 as > decimal(38,8)) AS price#48, cast(start_date#56 as date) AS start_date#49, > cast(end_date#57 as date) AS end_date#50] > : : +- Project [cast(id_person#58 as int) AS id_person#51, > cast(id_product#59 as int) AS id_product#52, country#60 AS country#53, > city#61 AS city#54, cast(price#62 as decimal(38,8)) AS price#55, > cast(start_date#63 as date) AS start_date#56, cast(end_date#64 as date) AS > end_date#57|#58 as int) AS id_person#51, cast(id_product#59 as int) AS > id_product#52, country#60 AS country#53, city#61 AS city#54, cast(price#62 as > decimal(38,8)) AS price#55, cast(start_date#63 as date) AS start_date#56, > cast(end_date#64 as date) AS end_date#57] > : : +- SubqueryAlias person_product > : : +- HiveTableRelation `schema_p`.`person_product`, > org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe, [id_person#58, > id_product#59, country#60, city#61, price#62, start_date#63, end_date#64|#58, > id_product#59, country#60, city#61, price#62, start_date#63, end_date#64] > : +- SubqueryAlias product_v > : +- View (`schema_p`.`product_v`, > [id_product#156,name#157,country#158,city#159,start_date#160,end_date#161|#156,name#157,country#158,city#159,start_date#160,end_date#161]) > : +- Project [cast(id_product#20 as int) AS id_product#156, cast(name#21 as > string) AS name#157, cast(country#22 as string) AS country#158, cast(city#23 > as string) AS city#159, cast(start_date#24 as date) AS start_date#160, > cast(end_date#25 as date) AS end_date#161|#20 as int) AS id_product#156, > cast(name#21 as string) AS name#157, cast(country#22 as string) AS > country#158, cast(city#23 as string) AS city#159, cast(start_date#24 as date) > AS start_date#160, cast(end_date#25 as date) AS end_date#161] > : +- Project [cast(id_product#26 as int) AS id_product#20, cast(name#27 as > string) AS name#21, cast(country#28 as string) AS country#22, cast(city#29 as > string) AS city#23, cast(start_date#30 as date) AS start_date#24, > cast(end_date#31 as date) AS end_date#25|#26 as int) AS id_product#20, > cast(name#27 as string) AS name#21, cast(country#28 as string) AS country#22, > cast(city#29 as string) AS city#23, cast(start_date#30 as date) AS > start_date#24, cast(end_date#31 as date) AS end_date#25] > : +- Project [cast(id_product#32 as int) AS id_product#26, name#33 AS > name#27, country#34 AS country#28, city#35 AS city#29, cast(start_date#36 as > date) AS start_date#30, cast(end_date#37 as date) AS end_date#31|#32 as int) > AS id_product#26, name#33 AS name#27, country#34 AS country#28, city#35 AS > city#29, cast(start_date#36 as date) AS start_date#30, cast(end_date#37 as > date) AS end_date#31] > : +- SubqueryAlias product > : +- HiveTableRelation `schema_p`.`product`, > org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe, [id_product#32, name#33, > country#34, city#35, start_date#36, end_date#37|#32, name#33, country#34, > city#35, start_date#36, end_date#37] > +- Aggregate [id_product#97|#97], [id_product#97, count(id_product#97) AS > count_prod#93L|#97, count(id_product#97) AS count_prod#93L] > +- SubqueryAlias person_product_v > +- View (`schema_p`.`person_product_v`, > [id_person#96,id_product#97,country#98,city#99,price#100,start_date#101,end_date#102|#96,id_product#97,country#98,city#99,price#100,start_date#101,end_date#102]) > +- !Project [cast(id_person#123 as int) AS id_person#96, cast(id_product#124 > as int) AS id_product#97, cast(country#125 as string) AS country#98, > cast(city#126 as string) AS city#99, cast(price#127 as decimal(38,8)) AS > price#100, cast(start_date#128 as date) AS start_date#101, cast(end_date#129 > as date) AS end_date#102|#123 as int) AS id_person#96, cast(id_product#124 as > int) AS id_product#97, cast(country#125 as string) AS country#98, > cast(city#126 as string) AS city#99, cast(price#127 as decimal(38,8)) AS > price#100, cast(start_date#128 as date) AS start_date#101, cast(end_date#129 > as date) AS end_date#102] > +- Project [cast(id_person#51 as int) AS id_person#44, cast(id_product#52 as > int) AS id_product#45, cast(country#53 as string) AS country#46, cast(city#54 > as string) AS city#47, cast(price#55 as decimal(38,8)) AS price#48, > cast(start_date#56 as date) AS start_date#49, cast(end_date#57 as date) AS > end_date#50|#51 as int) AS id_person#44, cast(id_product#52 as int) AS > id_product#45, cast(country#53 as string) AS country#46, cast(city#54 as > string) AS city#47, cast(price#55 as decimal(38,8)) AS price#48, > cast(start_date#56 as date) AS start_date#49, cast(end_date#57 as date) AS > end_date#50] > +- Project [cast(id_person#58 as int) AS id_person#51, cast(id_product#59 as > int) AS id_product#52, country#60 AS country#53, city#61 AS city#54, > cast(price#62 as decimal(38,8)) AS price#55, cast(start_date#63 as date) AS > start_date#56, cast(end_date#64 as date) AS end_date#57|#58 as int) AS > id_person#51, cast(id_product#59 as int) AS id_product#52, country#60 AS > country#53, city#61 AS city#54, cast(price#62 as decimal(38,8)) AS price#55, > cast(start_date#63 as date) AS start_date#56, cast(end_date#64 as date) AS > end_date#57] > +- SubqueryAlias person_product > +- HiveTableRelation `schema_p`.`person_product`, > org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe, [id_person#58, > id_product#59, country#60, city#61, price#62, start_date#63, end_date#64|#58, > id_product#59, country#60, city#61, price#62, start_date#63, end_date#64] > {code} -- This message was sent by Atlassian JIRA (v7.6.3#76005) 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