JSON Lines format allow appending to an existing file in a easy way (new line with valid JSON string). Historically DataFrame().to_json
didn't allowmode="a"
because It would introduce complications of reading/parsing/changing pure JSON strings. But for JSON lines It's done in an elegant way, as easy as a CSV files.
The pandas way of using JSON lines is setting orient='records'
together with lines=True
, but It lacks a mode="a"
for append mode. My feature proposal (PR already done, just need review) is simple: include the capability of append mode (mode="a"
) on to_json
IF orient='records'
and lines=True
The PR: #35832
If I got It right, the solution is simple:
mode: str = "w"
on to_json
this will NOT break anything as the default behavior continues as write modemode="a"
, checking if orient='records'
and lines=True
, raising an Exception otherwisemode="a"
and the file already exists and is not empty, then add a new line to the JSON string (s = convert_to_line_delimits(s)
) before sending to handler
get_handle(path_or_buf, mode, compression=compression)
instead of the hardcoded get_handle(path_or_buf, "w", compression=compression)
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