Embulk for S3

This article explains how to import files from your AWS S3 bucket to Treasure Data using embulk-input-s3 input plugin.

Table of Contents

Prerequisites

  • Basic knowledge of Treasure Data.
  • Basic knowledge of Embulk
  • Embulk and embulk-output-td plugin installed on your machine.

Step 0: Install embulk-input-s3 plugin

To install embulk-input-s3 plugin, run the following command:

$ embulk gem install embulk-input-s3

Step 1: Create seed configuration file

Using your favorite text editor, create embulk config file (for eg:seed.yml) defining input(S3) and ouput(TD) parameters. Example:

in:
    type: s3
    bucket: s3bucket
    path_prefix: path/to/sample_file    # path of *.csv or *.tsv file on your s3 bucket
    access_key_id: xxxxxxxxxx
    secret_access_key: xxxxxxxxxxx
out:
    type: td
    apikey: xxxxxxxxxxxx
    endpoint: api.treasuredata.com
    database: dbname
    table: tblname
    time_column: datecolumn
    mode: replace 
    #by default mode: append is used, if not defined. Imported records are appended to the target table with this mode.
    #mode: replace, replaces existing target table
    default_timestamp_format: '%d/%m/%Y'

For further details about additional parameters available for embulk-input-s3, refer Embulk Input S3

Step 2: Guess Fields (Generate load.yml)

Embulk guess option uses seed.yml to read the target file and automatically guesses the column types/settings and creates a new file load.yml with this information.

$embulk guess seed.yml -o load.yml

Now, you may preview the data using embulk preview load.yml command. If any of the column types or data seems incorrect you may edit load.yml file directly and preview again to verify. If guess option doesn’t yield satisfactory results, you may change parameters in load.yml according to your requirement manually using CSV/TSV parser plugin options.

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You will need to create the database and table in TD, prior to executing the load job.

To do this:

$ td database:create dbname
$ td table:create dbname tblname

Or alternatively, you may create the database and table via Treasure Data Console

Step 3: Execute Load Job

Finally, issue the import job by running the following command:

$embulk run load.yml

It may take few mins to hours for the job to complete, depending on the size of the data.


Last modified: Dec 16 2015 00:49:42 UTC

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