Reference

Read and write

read

Read data from a file.

write

Write data to a file.

File transfers

cache_url

Download and cache a URL locally.

list_remote_dir

Get a directory listing from an FTP or HTTP URL.

transmit

Download files from a remote directory.

Data sanitization

categorize

Convert columns to Categorical.

drop_nested_columns

Keep only columns containing scalar (atomic) values.

NA_STRINGS

Built-in mutable sequence.

sanitize_na

Replace NA-like strings with NaN.

sanitize_percent

Convert percent strings to numeric fractions.

uncategorize

Convert Categorical columns back to their underlying dtype.

Utilities

fill_lines

Pad delimited lines so all have equal field count.

join_url

Join strings to form a URL path.