使用AwkwardArray将数组追加到现有的Parquet文件中,可以按照以下步骤进行操作:
import pyarrow as pa
import pyarrow.parquet as pq
import awkward as ak
parquet_file = 'existing_file.parquet'
table = pq.read_table(parquet_file)
new_array = ak.from_iter([1, 2, 3, 4, 5])
pa_array = pa.array(new_array.tolist())
new_table = table.append_column('new_column', pa_array)
new_parquet_file = 'new_file.parquet'
pq.write_table(new_table, new_parquet_file)
完整的代码示例如下:
import pyarrow as pa
import pyarrow.parquet as pq
import awkward as ak
# Load existing Parquet file
parquet_file = 'existing_file.parquet'
table = pq.read_table(parquet_file)
# Convert array to AwkwardArray
new_array = ak.from_iter([1, 2, 3, 4, 5])
# Convert AwkwardArray to PyArrow StructArray
pa_array = pa.array(new_array.tolist())
# Append PyArrow StructArray to existing Parquet table
new_table = table.append_column('new_column', pa_array)
# Write new table to Parquet file
new_parquet_file = 'new_file.parquet'
pq.write_table(new_table, new_parquet_file)
这样,现有的Parquet文件就会被更新,包含了新的数组列。