Split large size csv file into multiple csv files with VS code

Question

Is it possible to split over 8GB CSV file into multiple CSV files with VS code?

I tried to split the file based on https://mungingdata.com/python/split-csv-write-chunk-pandas/

chunk_size = 2000000

def write_chunk(part, lines):
    with open('split_'+ str(part) +'.csv', 'w') as f_out:
        f_out.write(header)
        f_out.writelines(lines)

with open(filepath, "r", encoding="utf-8") as f:
    count = 0
    header = f.readline()
    lines = []
    for line in f:
        count += 1
        lines.append(line)
        if count % chunk_size == 0:
            write_chunk(count//chunk_size, lines)
            lines = []
    # write remainder
    if len(lines) > 0:
        write_chunk((count//chunk_size) + 1, lines)

however, if the filepath set the large CSV file, vscode cannot read the file due to the memory issue.

Although I consider data cleaning in SQL before extracting data as CSV, I wonder how you split the large SCV file.