Created
August 20, 2015 16:28
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 44, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import boto\n", | |
"from boto.emr.step import HiveStep\n", | |
"from boto.s3.key import Key\n", | |
"import pystache\n", | |
"\n", | |
"emr = boto.emr.connect_to_region('eu-west-1')\n", | |
"bucket = boto.connect_s3().get_bucket('short-edition-big-data', validate=False)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 50, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"hql = u\"\"\"CREATE EXTERNAL TABLE IF NOT EXISTS table_02 (col_1 STRING, col_2 STRING)\n", | |
" ROW FORMAT DELIMITED FIELDS TERMINATED BY ',' \n", | |
" LOCATION 's3://short-edition-big-data/emr/runs/{{exp_name}}/table-02';\"\"\"" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 51, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"CREATE EXTERNAL TABLE IF NOT EXISTS table_02 (col_1 STRING, col_2 STRING)\n", | |
" ROW FORMAT DELIMITED FIELDS TERMINATED BY ',' \n", | |
" LOCATION 's3://short-edition-big-data/emr/runs/dummy/table-02';\n" | |
] | |
} | |
], | |
"source": [ | |
"hive_script = pystache.render(hql, {'exp_name': 'dummy'})\n", | |
"print hive_script" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 58, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"205" | |
] | |
}, | |
"execution_count": 58, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"Key(bucket, name=\"/emr/scripts/test-step.hql\").set_contents_from_string(hive_script)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 56, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"step = HiveStep(\n", | |
" name=\"Test de step Hive\",\n", | |
" hive_file=\"s3://short-edition-big-data/emr/scripts/test-step.hql\",\n", | |
" hive_versions='latest',\n", | |
" hive_args=None\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 57, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<boto.emr.emrobject.JobFlowStepList at 0x107a1b7d0>" | |
] | |
}, | |
"execution_count": 57, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"emr.add_jobflow_steps(\"j-3SIKYPKV5G6SE\", step)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.10" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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