def to_json(
path_or_buf,
obj: NDFrame,
orient: str | None = None,
date_format: str = "epoch",
double_precision: int = 10,
force_ascii: bool = True,
date_unit: str = "ms",
default_handler: Callable[[Any], JSONSerializable] | None = None,
lines: bool = False,
compression: CompressionOptions = "infer",
index: bool = True,
indent: int = 0,
storage_options: StorageOptions = None,
):
if not index and orient not in ["split", "table"]:
raise ValueError(
"'index=False' is only valid when 'orient' is 'split' or 'table'")
if lines and orient != "records":
raise ValueError("'lines' keyword only valid when 'orient' is records")
if orient == "table" and isinstance(obj, Series):
obj = obj.to_frame(name=obj.name or "values")
writer: type[Writer]
if orient == "table" and isinstance(obj, DataFrame):
writer = JSONTableWriter
elif isinstance(obj, Series):
writer = SeriesWriter
elif isinstance(obj, DataFrame):
writer = FrameWriter
else:
raise NotImplementedError("'obj' should be a Series or a DataFrame")
s = writer(
obj,
orient=orient,
date_format=date_format,
double_precision=double_precision,
ensure_ascii=force_ascii,
date_unit=date_unit,
default_handler=default_handler,
index=index,
indent=indent,
).write()
if lines:
s = convert_to_line_delimits(s)
if path_or_buf is not None:
# apply compression and byte/text conversion
with get_handle(path_or_buf,
"w",
compression=compression,
storage_options=storage_options) as handles:
handles.handle.write(s)
else:
return s
def to_json(
path_or_buf,
obj,
orient: Optional[str] = None,
date_format: str = "epoch",
double_precision: int = 10,
force_ascii: bool = True,
date_unit: str = "ms",
default_handler: Optional[Callable[[Any], JSONSerializable]] = None,
lines: bool = False,
compression: Optional[str] = "infer",
index: bool = True,
indent: int = 0,
):
if not index and orient not in ["split", "table"]:
raise ValueError(
"'index=False' is only valid when 'orient' is 'split' or 'table'")
if path_or_buf is not None:
path_or_buf, _, _, _ = get_filepath_or_buffer(path_or_buf,
compression=compression,
mode="w")
if lines and orient != "records":
raise ValueError("'lines' keyword only valid when 'orient' is records")
if orient == "table" and isinstance(obj, Series):
obj = obj.to_frame(name=obj.name or "values")
writer: Type["Writer"]
if orient == "table" and isinstance(obj, DataFrame):
writer = JSONTableWriter
elif isinstance(obj, Series):
writer = SeriesWriter
elif isinstance(obj, DataFrame):
writer = FrameWriter
else:
raise NotImplementedError("'obj' should be a Series or a DataFrame")
s = writer(
obj,
orient=orient,
date_format=date_format,
double_precision=double_precision,
ensure_ascii=force_ascii,
date_unit=date_unit,
default_handler=default_handler,
index=index,
indent=indent,
).write()
if lines:
s = convert_to_line_delimits(s)
if isinstance(path_or_buf, str):
fh, handles = get_handle(path_or_buf, "w", compression=compression)
try:
fh.write(s)
finally:
fh.close()
elif path_or_buf is None:
return s
else:
path_or_buf.write(s)
def to_json(
path_or_buf,
obj: NDFrame,
orient: Optional[str] = None,
date_format: str = "epoch",
double_precision: int = 10,
force_ascii: bool = True,
date_unit: str = "ms",
default_handler: Optional[Callable[[Any], JSONSerializable]] = None,
lines: bool = False,
compression: CompressionOptions = "infer",
index: bool = True,
indent: int = 0,
storage_options: StorageOptions = None,
):
if not index and orient not in ["split", "table"]:
raise ValueError(
"'index=False' is only valid when 'orient' is 'split' or 'table'")
if lines and orient != "records":
raise ValueError("'lines' keyword only valid when 'orient' is records")
if orient == "table" and isinstance(obj, Series):
obj = obj.to_frame(name=obj.name or "values")
writer: Type["Writer"]
if orient == "table" and isinstance(obj, DataFrame):
writer = JSONTableWriter
elif isinstance(obj, Series):
writer = SeriesWriter
elif isinstance(obj, DataFrame):
writer = FrameWriter
else:
raise NotImplementedError("'obj' should be a Series or a DataFrame")
s = writer(
obj,
orient=orient,
date_format=date_format,
double_precision=double_precision,
ensure_ascii=force_ascii,
date_unit=date_unit,
default_handler=default_handler,
index=index,
indent=indent,
).write()
if lines:
s = convert_to_line_delimits(s)
if path_or_buf is not None:
# open fsspec URLs
ioargs = get_filepath_or_buffer(
path_or_buf,
compression=compression,
mode="wt",
storage_options=storage_options,
)
# apply compression and byte/text conversion
handles = get_handle(ioargs.filepath_or_buffer,
"w",
compression=ioargs.compression)
try:
handles.handle.write(s)
finally:
# close compression and byte/text wrapper
handles.close()
# close any fsspec-like objects
ioargs.close()
else:
return s