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Posted to issues@beam.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2021/11/04 16:43:00 UTC

[jira] [Work logged] (BEAM-13189) Add escapechar to Python TextIO reads

     [ https://issues.apache.org/jira/browse/BEAM-13189?focusedWorklogId=676542&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-676542 ]

ASF GitHub Bot logged work on BEAM-13189:
-----------------------------------------

                Author: ASF GitHub Bot
            Created on: 04/Nov/21 16:42
            Start Date: 04/Nov/21 16:42
    Worklog Time Spent: 10m 
      Work Description: nikie opened a new pull request #15901:
URL: https://github.com/apache/beam/pull/15901


   Add `escapechar` parameter to Python TextIO transforms: `ReadFromText`,  `ReadAllFromText`:
   * escaped line delimiters are skipped when splitting, for example: `'aa\\\naa\n'` would result in 1 line `'aa\\\naa'`
   * this is for line splitting only, so escapechars are not removed from the lines, they are supposed to be parsed separately, for example with `csv` library
   * escaped escape chars are also handled, so that if there are odd number of escape chars before line delimiter - it will be escaped, but if there are even number of escape chars - all are treated as escaped themselves and the line delimiter will be used for splitting
   * using `bytes` type for the `escapechar` in line with the custom delimiter feature, but keeping name `escapechar` as in the `csv` library (arguable)
   * only 1 byte `escapechar` length is supported (in line with `csv`)
   
   ------------------------
   
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   `ValidatesRunner` compliance status (on master branch)
   --------------------------------------------------------
   
   <table>
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         <th>Lang</th>
         <th>ULR</th>
         <th>Dataflow</th>
         <th>Flink</th>
         <th>Samza</th>
         <th>Spark</th>
         <th>Twister2</th>
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         <td>---</td>
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   Examples testing status on various runners
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         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>Python</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
       </tr>
       <tr>
         <td>XLang</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
         <td>---</td>
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Issue Time Tracking
-------------------

            Worklog Id:     (was: 676542)
    Remaining Estimate: 0h
            Time Spent: 10m

> Add escapechar to Python TextIO reads
> -------------------------------------
>
>                 Key: BEAM-13189
>                 URL: https://issues.apache.org/jira/browse/BEAM-13189
>             Project: Beam
>          Issue Type: New Feature
>          Components: io-py-common, io-py-files
>            Reporter: Eugene Nikolaiev
>            Priority: P2
>          Time Spent: 10m
>  Remaining Estimate: 0h
>
> Existing TextIO connector can be used for splitting lines of CSV or tab-delimited files for its ability to read large files in parallel and rebalance the work. Each line then can be parsed with {{csv}} library separately. This works, if there are no line delimiters inside the lines. Otherwise the lines are split incorrectly. 
> One of tab-delimited dialects uses escape characters to escape the line and column delimiters (usually backslash) instead of quoting the columns. This can be parsed with Python {{csv}} library using [escapechar|https://docs.python.org/3/library/csv.html#csv.Dialect.escapechar] dialect parameter.
> The escapechar itself can also be escaped to allow having such character before the line delimiters.
> Example of such file format usage: [Adobe Analytics Data Feed|https://experienceleague.adobe.com/docs/analytics/export/analytics-data-feed/data-feed-contents/datafeeds-spec-chars.html?lang=en]
> It would be nice if TextIO transforms {{ReadFromText}} and {{ReadAllFromText}} had support for {{escapechar}} as follows:
>  
> {code:java}
> import csv
> import tempfile
> import apache_beam as beam
> with tempfile.NamedTemporaryFile('w') as temp_file:
>   # Write CSV lines with escaped line terminator
>   temp_file.write('a\\\na\taa\n')
>   temp_file.write('bb\tbb\n')
>   temp_file.flush()
>   # Read and print lines
>   with beam.Pipeline() as pipeline:
>     (
>       pipeline
>       | beam.io.ReadFromText(file_pattern=temp_file.name, escapechar=b'\\')
>       | beam.Map(lambda x: print(repr(x)))
>     )
>   # Read lines, parse and print TSV rows
>   with beam.Pipeline() as pipeline:
>     (
>       pipeline
>       | beam.io.ReadFromText(file_pattern=temp_file.name, escapechar=b'\\')
>       | beam.Map(lambda x: next(csv.reader([x], escapechar='\\', delimiter='\t')))
>       | beam.Map(lambda x: print(repr(x)))
>     )
> {code}
> This would print:
> {code:java}
> 'a\\\na\taa'
> 'bb\tbb'
> ['a\na', 'aa']
> ['bb', 'bb']
> {code}
>  
>  
>  



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