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https://issues.apache.org/jira/browse/ARROW-6302?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated ARROW-6302:
----------------------------------
Labels: parquet pull-request-available (was: parquet)
> [Python][Parquet] Reading dictionary type with serialized Arrow schema does
> not restore "ordered" type property
> ---------------------------------------------------------------------------------------------------------------
>
> Key: ARROW-6302
> URL: https://issues.apache.org/jira/browse/ARROW-6302
> Project: Apache Arrow
> Issue Type: Bug
> Components: Python
> Affects Versions: 0.15.0
> Reporter: Galuh Sahid
> Priority: Major
> Labels: parquet, pull-request-available
> Fix For: 0.15.0
>
>
> In pandas, I tried roundtripping to parquet with {{to_parquet}} and
> {{read_parquet}}. It preserves categorical dtypes but does not preserve their
> order.
> {code:python}
> import pandas as pd
> from pandas.io.parquet import read_parquet, to_parquet
> df = pd.DataFrame()
> df["a"] = pd.Categorical(["a", "b", "c", "a"], categories=["b", "c", "d"],
> ordered=True)
> df.to_parquet(<path>)
> actual = read_parquet(<path>)
> df["a"]
> 0 NaN
> 1 b
> 2 c
> 3 NaN
> Name: a, dtype: category
> Categories (3, object): [b < c < d]
> actual["a"]
> 0 NaN
> 1 b
> 2 c
> 3 NaN
> Name: a, dtype: category
> Categories (3, object): [b, c, d]
> {code}
>
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