micomahesh1982 commented on issue #13125:
URL: https://github.com/apache/arrow/issues/13125#issuecomment-1124554021
technically,
csv_file =
StringIO("""int__v|Decimal__v|Float__v|Boolean__v|String__v|Null__v|Date__v|Timestamp__v
1|43.4|11.02|True|'456'|12|2021-03-02|2019-08-07 10:11:12
2|101.4|11.128|False|'456'||2020-09-09|2019-05-04 11:12:13
3|43.4|13.02|True|'456'||2022-03-14|2012-08-07 10:15:12
4|202.4|14.128|False|'456'||2020-03-15|2017-09-04 11:17:13
5|43.4|11.02|True|'456'||2021-03-02|2019-08-07 10:11:12
6|101.4|11.128|False|'456'||2020-09-09|2019-05-04 11:12:13
7|43.4|13.02|True|'456'||2022-03-14|2012-08-07 10:15:12
8|202.4|14.128|False|'456'||2020-03-15|2017-09-04 11:17:13
9|43.4|11.02|True|'456'||2021-03-02|2019-08-07 10:11:12
10|101.4|11.128|False|'456'||2020-09-09|2019-05-04 11:12:13
11|43.4|13.02|True|'456'||2022-03-14|2012-08-07 10:15:12
12|202.4|14.128|False|'456'||2020-03-15|2017-09-04 11:17:13
13|101.4|11.128|False|'456'||2020-09-09|2019-05-04 11:12:13
14|43.4|13.02|True|'456'||2022-03-14|2012-08-07 10:15:12
15|202.4|14.128|False|'456'||2020-03-15|2017-09-04 11:17:13
16|43.4|11.02|True|'456'||2021-03-02|2019-08-07 10:11:12
17|101.4|11.128|False|'456'||2020-09-09|2019-05-04 11:12:13
18|43.4|13.02|True|'456'||2022-03-14|2012-08-07 10:15:12
19|202.4|14.128|False|'456'||2020-03-15|2017-09-04 11:17:13
4|||||||
""")
params = { 'filepath_or_buffer': csv_file, 'chunksize': 10, 'encoding':
'UTF-8', 'sep': '|', 'low_memory': True, 'engine': 'python',
'skip_blank_lines': True }
Next, loop through chunk of data and convert csv files into parquet and
write into s3.
you would be noticing 4th column is 'boolean' datatype and last row has 'NA'
which means null data. That's where getting "parquet conversion failed,Bool
column has NA values in column boolean__v"
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