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Welcome to Sqoop
Sqoop
Sqoop - Introduction
Open source tool to efficiently transferring bulk data between
Hadoop and structured datastores such as MySQL, Oracle and
HBase
Sqoop
Sqoop - Tools
RDBMS
Oracle,
MySQL
PostgreSQL
HDFS
Hive
HBase
Import
Export
Sqoop Tool
Sqoop
Sqoop - Connectors
Available Connectors:
Include MySQL, PostgreSQL, Oracle, SQL Server, DB2.
Generic JDBC Connector - any database that support jdbc
Third Party too - Netezza, Teradata
Sqoop
Sqoop - Help
Go to shell:
>sqoop help
Available commands:
codegen Generate code to interact with database records
create-hive-table Import a table definition into Hive
eval Evaluate a SQL statement and display the results
export Export an HDFS directory to a database table
help List available commands
import Import a table from a database to HDFS
import-all-tables Import tables from a database to HDFS
job Work with saved jobs
list-databases List available databases on a server
list-tables List available tables in a database
merge Merge results of incremental imports
metastore Run a standalone Sqoop metastore
version Display version information
Sqoop
Sqoop Import - MySQL to HDFS
Check the content of the imported File:
hadoop fs -cat widgets/part-m-00000
Also notice that widgets.java was created.
sqoop import --connect jdbc:mysql://ip-172-31-13-154/sqoopex --table
widgets -m 2 --username sqoopuser -P --split-by id
Sqoop
Sqoop - MySQL Connection
MySQL
Mapper 1on machine A
Mapper 2 on machine B
Mapper 3 on machine C
Sqoop
sqoop import --connect
jdbc:mysql://172.31.13.154/sqoopex --table widgets -m
2 --hive-import --username sqoopuser -P
--hive-database sqoop_testing
Sqoop Import - MySQL to Hive
Sqoop
sqoop import --connect jdbc:mysql://172.31.13.154/sqoopex --table widgets
--hbase-table 'widgets' --column-family cf2 --username sqoopuser -P
--hbase-create-table --columns id,widget_name,price --hbase-row-key
'widget_name' -m 1
Sqoop Import - MySQL to HBase
Sqoop
# Copy sales.log locally
hadoop fs -copyToLocal /data/hive/sales.log
# Create Hive Table:
CREATE TABLE sales_test(widget_id INT, qty INT,
street STRING, city STRING, state STRING,
zip INT, sale_date STRING)
ROW FORMAT DELIMITED FIELDS TERMINATED BY ',';
# Load Data:
LOAD DATA LOCAL INPATH “sales.log” INTO TABLE sales_test;
# Select rows to see data:
select * from sales_test;
Sqoop Export - Hive to MySQL
Sqoop
#Create MYSQL Table:
CREATE TABLE sales_test(widget_id INT, qty INT,
street varchar(100), city varchar(100), state varchar(100),
zip INT, sale_date varchar(100))
# Sqoop Export:
sqoop export --connect jdbc:mysql://172.31.13.154/sqoopex -m 1
--table sales_test --export-dir /apps/hive/warehouse/sales_test
--input-fields-terminated-by ',' --username sqoopuser -P
Sqoop Export - Hive To MySQL
Sqoop
● Introduction
● Import
● Export
Sqoop - Summary
Sqoop
Sqoop - Introduction Contd.
Relational Databases
HBase
HDFS
Hive
Thank you!

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Introduction to Sqoop | Big Data Hadoop Spark Tutorial | CloudxLab

  • 2. Sqoop Sqoop - Introduction Open source tool to efficiently transferring bulk data between Hadoop and structured datastores such as MySQL, Oracle and HBase
  • 4. Sqoop Sqoop - Connectors Available Connectors: Include MySQL, PostgreSQL, Oracle, SQL Server, DB2. Generic JDBC Connector - any database that support jdbc Third Party too - Netezza, Teradata
  • 5. Sqoop Sqoop - Help Go to shell: >sqoop help Available commands: codegen Generate code to interact with database records create-hive-table Import a table definition into Hive eval Evaluate a SQL statement and display the results export Export an HDFS directory to a database table help List available commands import Import a table from a database to HDFS import-all-tables Import tables from a database to HDFS job Work with saved jobs list-databases List available databases on a server list-tables List available tables in a database merge Merge results of incremental imports metastore Run a standalone Sqoop metastore version Display version information
  • 6. Sqoop Sqoop Import - MySQL to HDFS Check the content of the imported File: hadoop fs -cat widgets/part-m-00000 Also notice that widgets.java was created. sqoop import --connect jdbc:mysql://ip-172-31-13-154/sqoopex --table widgets -m 2 --username sqoopuser -P --split-by id
  • 7. Sqoop Sqoop - MySQL Connection MySQL Mapper 1on machine A Mapper 2 on machine B Mapper 3 on machine C
  • 8. Sqoop sqoop import --connect jdbc:mysql://172.31.13.154/sqoopex --table widgets -m 2 --hive-import --username sqoopuser -P --hive-database sqoop_testing Sqoop Import - MySQL to Hive
  • 9. Sqoop sqoop import --connect jdbc:mysql://172.31.13.154/sqoopex --table widgets --hbase-table 'widgets' --column-family cf2 --username sqoopuser -P --hbase-create-table --columns id,widget_name,price --hbase-row-key 'widget_name' -m 1 Sqoop Import - MySQL to HBase
  • 10. Sqoop # Copy sales.log locally hadoop fs -copyToLocal /data/hive/sales.log # Create Hive Table: CREATE TABLE sales_test(widget_id INT, qty INT, street STRING, city STRING, state STRING, zip INT, sale_date STRING) ROW FORMAT DELIMITED FIELDS TERMINATED BY ','; # Load Data: LOAD DATA LOCAL INPATH “sales.log” INTO TABLE sales_test; # Select rows to see data: select * from sales_test; Sqoop Export - Hive to MySQL
  • 11. Sqoop #Create MYSQL Table: CREATE TABLE sales_test(widget_id INT, qty INT, street varchar(100), city varchar(100), state varchar(100), zip INT, sale_date varchar(100)) # Sqoop Export: sqoop export --connect jdbc:mysql://172.31.13.154/sqoopex -m 1 --table sales_test --export-dir /apps/hive/warehouse/sales_test --input-fields-terminated-by ',' --username sqoopuser -P Sqoop Export - Hive To MySQL
  • 12. Sqoop ● Introduction ● Import ● Export Sqoop - Summary
  • 13. Sqoop Sqoop - Introduction Contd. Relational Databases HBase HDFS Hive