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Posted to jira@arrow.apache.org by "Gert Hulselmans (Jira)" <ji...@apache.org> on 2020/10/19 10:15:00 UTC
[jira] [Created] (ARROW-10344) [Python] Get all columns names from
Feather file, before loading whole Feather file
Gert Hulselmans created ARROW-10344:
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Summary: [Python] Get all columns names from Feather file, before loading whole Feather file
Key: ARROW-10344
URL: https://issues.apache.org/jira/browse/ARROW-10344
Project: Apache Arrow
Issue Type: New Feature
Components: Python
Affects Versions: 1.0.1
Reporter: Gert Hulselmans
Is there a way to get all column names (and e.g. number of columns and number of rows) from a Feather file before loading the full Feather file?
My Feather files are big (like 100GB) and the names of the columns are different per analysis and can't be hard coded.
{code:python}
import pyarrow.feather as feather
# Code here to check which columns are in the feather file.
...
my_columns = ...
# Result is pandas.DataFrame
read_df = feather.read_feather('/path/to/file', columns=my_columns)
# Result is pyarrow.Table
read_arrow = feather.read_table('/path/to/file', columns=my_columns)
{code}
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