I am trying to create a table in Impala from CSV, which I uploaded to the HDFS directory. CSV contains comma-delimited values inside quotation marks.
Example:
1.66.96.0/19,"NTT Docomo,INC.","Ntt Docomo",9605,"NTT DOCOMO, INC."
1.66.128.0/17,"NTT Docomo,INC.","Ntt Docomo",9605,"NTT DOCOMO, INC."
1.67.0.0/17,"NTT Docomo,INC.","Ntt Docomo",9605,"NTT DOCOMO, INC."
1.67.128.0/18,"NTT Docomo,INC.","Ntt Docomo",9605,"NTT DOCOMO, INC."
1.67.192.0/19,"NTT Docomo,INC.","Ntt Docomo",9605,"NTT DOCOMO, INC."
Impala documentation says this can be resolved with a suggestion ESCAPED BY. Here is my current code:
DROP TABLE IF EXISTS GeoIP2_ISP_Blocks_IPv4;
CREATE TABLE GeoIP2_ISP_Blocks_IPv4 (
network STRING
,isp STRING
,organization STRING
,autonomous_system_number STRING
,autonomous_system_organization STRING
)
ROW FORMAT DELIMITED FIELDS TERMINATED BY ',' ESCAPED BY '\\'
LOCATION 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/';
INVALIDATE METADATA GeoIP2_ISP_Blocks_IPv4;
LOAD DATA INPATH 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/'
INTO TABLE GeoIP2_ISP_Blocks_IPv4;
I also tried using the sentence ESCAPED BY '"'. In both cases, Impala takes a comma inside the quotation marks and uses it as a separator, dividing the value into two columns.
Any ideas on how to fix the code to prevent this from happening?
EDIT (6/9/2015)
, , @K S Nidhin @JTUP. , , , SERDEPROPERTIES, :
1
DROP TABLE IF EXISTS GeoIP2_ISP_Blocks_IPv4;
CREATE TABLE GeoIP2_ISP_Blocks_IPv4 (
network STRING
,isp STRING
,organization STRING
,autonomous_system_number STRING
,autonomous_system_organization STRING
)
ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
WITH SERDEPROPERTIES ( "quoteChar" = "'", "escapeChar" = "\\" )
LOCATION 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/';
INVALIDATE METADATA GeoIP2_ISP_Blocks_IPv4;
LOAD DATA INPATH 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/'
INTO TABLE GeoIP2_ISP_Blocks_IPv4;
2
DROP TABLE IF EXISTS GeoIP2_ISP_Blocks_IPv4;
CREATE TABLE GeoIP2_ISP_Blocks_IPv4 (
network STRING
,isp STRING
,organization STRING
,autonomous_system_number STRING
,autonomous_system_organization STRING
)
ROW FORMAT DELIMITED FIELDS TERMINATED BY ',' ESCAPED BY '\\'
WITH SERDEPROPERTIES ( 'quoteChar' = '"', 'escapeChar' = '\\' )
LOCATION 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/';
INVALIDATE METADATA GeoIP2_ISP_Blocks_IPv4;
LOAD DATA INPATH 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/'
INTO TABLE GeoIP2_ISP_Blocks_IPv4;
3
DROP TABLE IF EXISTS GeoIP2_ISP_Blocks_IPv4;
CREATE TABLE GeoIP2_ISP_Blocks_IPv4 (
network STRING
,isp STRING
,organization STRING
,autonomous_system_number STRING
,autonomous_system_organization STRING
)
ROW FORMAT DELIMITED FIELDS TERMINATED BY ',' ESCAPED BY '\\'
WITH SERDEPROPERTIES (
"separatorChar" = "\,",
"quoteChar" = "\""
)
LOCATION 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/';
INVALIDATE METADATA GeoIP2_ISP_Blocks_IPv4;
LOAD DATA INPATH 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/'
INTO TABLE GeoIP2_ISP_Blocks_IPv4;
SERDEPROPERTIES, ?
EDIT (6/10/2016)
, SERDE SERDEPROPERTIES Hive ( , ) :
DROP TABLE IF EXISTS GeoIP2_ISP_Blocks_IPv4;
CREATE TABLE GeoIP2_ISP_Blocks_IPv4(network STRING
,isp STRING
,organization STRING
,autonomous_system_number STRING
,autonomous_system_organization STRING)
ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.OpenCSVSerde'
WITH SERDEPROPERTIES (
'separatorChar' = ',',
'quoteChar' = '"',
'escapeChar' = '\\'
)
STORED AS TEXTFILE;
LOAD DATA INPATH 'hdfs://.../GeoIP2_ISP_Blocks_IPv4/'
INTO TABLE GeoIP2_ISP_Blocks_IPv4;
SERDE Impala, . Hive, , Impala.