Giter Site home page Giter Site logo

Comments (2)

batterseapower avatar batterseapower commented on June 28, 2024

My guess based on the observable behaviour is that there are two seperate bugs here:

  1. Pandas has a bug in the code for pd.read_parquet in the columns=[] case
  2. pq.write_table has a bug in the case where the Table it is asked to serialize is empty, causing it to write a parquet file with 0 rows rather than the true row count. The similar bug in DataFrame.to_parquet is a consequence of this pyarrow bug.

from pandas.

batterseapower avatar batterseapower commented on June 28, 2024

Actually, maybe the bug is purely in pyarrow since engine='fastparquet' fixes both things?

pd.DataFrame(index=pd.RangeIndex(2), columns=['C', 'D']).to_parquet('temp.parquet')

# Prints 2
print(len(pd.read_parquet('temp.parquet', columns=[], engine='fastparquet').index))

pd.DataFrame(index=pd.RangeIndex(2), columns=[]).to_parquet('temp.parquet', engine='fastparquet')

# Prints 2
print(pq.read_table('temp.parquet', columns=[]).num_rows)

from pandas.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.