MATLAB Answers

Read parquet file error

14 views (last 30 days)
Christian on 17 Aug 2021
Edited: Christian on 19 Aug 2021
I'm reading parquet files and facing some problems. For comparison the file was read with python using fastparquet with no errors.
The file contains 74 columns and already the output of parquetinfo shows that there is an issue with some of the columns, since the length of the variables doesn't match:
FileSize: 66748042
NumRowGroups: 1
RowGroupHeights: 233382
VariableNames: [1×31 string]
VariableTypes: [1×31 string]
VariableCompression: [1×74 string]
When reading the data with Matlab the following error occurs:
tbl = parquetread(fname)
Error using>makeUnsupportedParquetTypeException (line 26)
To assign to or create a variable in a table, the number of rows must match the height of the table.
Error in (line 10)
e = makeUnsupportedParquetTypeException(e, filename);
Error in parquetread (line 128)
e = makeParquetException(e, filename);
I've tried to access the data via the column name directly using the column names provided by parquetinfo. This works for some variables but for other variables it states that the variable is not a subset of the variablenames:
tbl = parquetread(fname ,'SelectedVariableNames','variableX');
Error using parquetread (line 124)
'SelectedVariableNames' value must be a unique subset of 'variable1, ....'
Using the list of variables in this error message delivers again the first error message
tbl = parquetread(fname ,'SelectedVariableNames','variable1');
me =
MException with properties:
identifier: 'MATLAB:table:RowDimensionMismatch'
message: 'To assign to or create a variable in a table, the number of rows must match the height of the table.'
cause: {}
stack: [3×1 struct]
Correction: []
The I tried to access the data via the column names coming from python. However, this gievs the error that the variable is not part of the variable list (see second error above)
In Python some of the column names contain a period like "name.name1". Can this be an issue in Matlab?
Any ideas on that?
Thanks a lot.

Accepted Answer

Yongjian Feng
Yongjian Feng on 18 Aug 2021
matlab can call python script. Use python to read and then pass the data to matlab. Or use python to convert the data into CSV or json first and then use matlab to read.
  1 Comment
Christian on 19 Aug 2021
Thanks for the answer. That's my current workaround. However, I thought there might/should be a pure Matlab way to do it.

Sign in to comment.

More Answers (0)




Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!