I ran into the same issue and I think I was able to solve it using the following:
import pandas as pd
import pyarrow as pa
import pyarrow.parquet as pq
chunksize=10000 # this is the number of lines
pqwriter = None
for i, df in enumerate(pd.read_csv('sample.csv', chunksize=chunksize)):
table = pa.Table.from_pandas(df)
# for the first chunk of records
if i == 0:
# create a parquet write object giving it an output file
pqwriter = pq.ParquetWriter('sample.parquet', table.schema)
pqwriter.write_table(table)
# close the parquet writer
if pqwriter:
pqwriter.close()