Details
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Bug
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Status: Resolved
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Major
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Resolution: Fixed
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0.15.1
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Ubuntu 16.04.5 LTS
Description
I got an error in R when reading a feather file using arrow::read_feather() prepared in python.
#' Error in Table__to_dataframe(x, use_threads = option_use_threads()) : #' Cannot convert Dictionary Array of type `dictionary<values=double, indices=int8, ordered=0>` to R
I could reproduce the issue with a minimal example:
In python:
import pandas as pd import pyarrow as pa df = pd.DataFrame({"float": [0.1, .2, 0.5, .001]}) df["category"] = df["float"].astype('category') df.dtypes #' float float64 #' A object #' category category #' dtype: object df.to_feather("series.feather") pa.__version__ #' '0.15.1'
From R:
arrow::read_feather("series.feather") #' Error in Table__to_dataframe(x, use_threads = option_use_threads()) : #' Cannot convert Dictionary Array of type `dictionary<values=double, indices=int8, ordered=0>` to R #' Backtrace: #' █ #' 1. └─arrow::read_feather("series.feather") #' 2. ├─[ base::as.data.frame(...) ] #' 3. └─arrow:::as.data.frame.Table(out) #' 4. └─arrow:::Table__to_dataframe(x, use_threads = option_use_threads())
The feather file is read correctly back in python
ft = pd.read_feather("series.feather") ft.dtypes #' float float64 #' A object #' category category #' dtype: object
sessionInfo() #' R version 3.5.1 (2018-07-02) #' Platform: x86_64-conda_cos6-linux-gnu (64-bit) #' Running under: Ubuntu 16.04.5 LTS #' #' Matrix products: default #' BLAS/LAPACK: /misc/DLshare/home/etbellem/miniconda3/lib/R/lib/libRblas.so #' #' locale: #' [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C #' [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 #' [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 #' [7] LC_PAPER=en_US.UTF-8 LC_NAME=C #' [9] LC_ADDRESS=C LC_TELEPHONE=C #' [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C #' #' attached base packages: #' [1] stats graphics grDevices utils datasets methods base #' #' loaded via a namespace (and not attached): #' [1] Rcpp_1.0.3 arrow_0.15.1 crayon_1.3.4 assertthat_0.2.1 #' [5] R6_2.4.1 magrittr_1.5 rlang_0.4.2 rstudioapi_0.10 #' [9] bit64_0.9-7 glue_1.3.1 purrr_0.3.3 bit_1.1-15.1 #' [13] compiler_3.5.1 tidyselect_0.2.5
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