I am using AWS Glue Clawer to process the following CSV dataset, but in the name column, the data including double quotes and comma. It broke the Glue clawer output into table.
csv dataset example
PassengerId,Survived,Pclass,Name,bio,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S
2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C
3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S
4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S
5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S
6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q
7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S
9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S
10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C
11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S
I tried to use classifier but it did not resolve the problem. Still Athena query was broken.
HIVE_BAD_DATA: Error Parsing a column in the table: Cannot convert value of type String to a DOUBLE value
This query ran against the "awsml-titanic" database, unless qualified by the query. Please post the error message on our forum or contact customer support with Query Id: 279cceef-2bcf-4097-8e1a-d10b9cb7a960
Any suggestion will be welcomed.
