Would it be feasible to allow the output of several datasets, according of the content of a column.
For example : if column « country » contains : UK, France, Italy à split the input dataset in 3 datasets, one for each country ?
Best Regards
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1 Comments
Antonio Poggiposted
over 5 years ago
Admin
Hello Magali,
The "Split data" block is meant to split data into two sets using various methodologies , like Proportional Data Split or Intelligent Cut-off, and works on date or numeric fields. This is not the block for your use case.
What you are describing seems like a workflow to create datasets, one per each value found in a field with comma separated values.
Omniscope does not have a block that solves this but we can use the Python block as if it was an output block capable of splitting the output and writing to multiple csv files, 1 per "partitition" / data split.
The workflow splits the data per country and creates csv files, 1 per country. First I use a De-tokenise block on the "Countries" field to duplicate rows, then I rename "Countries" to "Country" in Field organiser, and finally have the Python block outputting the data partitioned by Country one per Country / partition.
I also added a Batch append folder block to verify the data is written correctly.
You can download the project and continue locally.
0 Votes
1 Comments
Antonio Poggi posted over 5 years ago Admin
Hello Magali,
The "Split data" block is meant to split data into two sets using various methodologies , like Proportional Data Split or Intelligent Cut-off, and works on date or numeric fields. This is not the block for your use case.
What you are describing seems like a workflow to create datasets, one per each value found in a field with comma separated values.
Omniscope does not have a block that solves this but we can use the Python block as if it was an output block capable of splitting the output and writing to multiple csv files, 1 per "partitition" / data split.
I have created a demo for you that does what you described: https://omniscope.me/Forums/Split+data+in+Datasets.iox/
The workflow splits the data per country and creates csv files, 1 per country.
First I use a De-tokenise block on the "Countries" field to duplicate rows, then I rename "Countries" to "Country" in Field organiser, and finally have the Python block outputting the data partitioned by Country one per Country / partition.
I also added a Batch append folder block to verify the data is written correctly.
You can download the project and continue locally.
Let me know if this achieve your goal
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