1
0
Fork 0
mirror of https://github.com/morpheus65535/bazarr synced 2025-01-03 05:25:28 +00:00
bazarr/libs/rich/progress.py

1700 lines
58 KiB
Python
Raw Normal View History

2022-11-07 18:06:49 +00:00
import io
import sys
import typing
import warnings
from abc import ABC, abstractmethod
from collections import deque
from dataclasses import dataclass, field
from datetime import timedelta
2022-11-07 18:06:49 +00:00
from io import RawIOBase, UnsupportedOperation
from math import ceil
2022-11-07 18:06:49 +00:00
from mmap import mmap
from operator import length_hint
2022-11-07 18:06:49 +00:00
from os import PathLike, stat
from threading import Event, RLock, Thread
from types import TracebackType
from typing import (
Any,
2022-11-07 18:06:49 +00:00
BinaryIO,
Callable,
2022-11-07 18:06:49 +00:00
ContextManager,
Deque,
Dict,
2022-11-07 18:06:49 +00:00
Generic,
Iterable,
List,
NamedTuple,
NewType,
Optional,
Sequence,
2022-11-07 18:06:49 +00:00
TextIO,
Tuple,
Type,
TypeVar,
Union,
)
2022-11-07 18:06:49 +00:00
if sys.version_info >= (3, 8):
from typing import Literal
else:
from typing_extensions import Literal # pragma: no cover
from . import filesize, get_console
2022-11-07 18:06:49 +00:00
from .console import Console, Group, JustifyMethod, RenderableType
from .highlighter import Highlighter
from .jupyter import JupyterMixin
from .live import Live
from .progress_bar import ProgressBar
from .spinner import Spinner
from .style import StyleType
from .table import Column, Table
from .text import Text, TextType
TaskID = NewType("TaskID", int)
ProgressType = TypeVar("ProgressType")
GetTimeCallable = Callable[[], float]
2022-11-07 18:06:49 +00:00
_I = typing.TypeVar("_I", TextIO, BinaryIO)
class _TrackThread(Thread):
"""A thread to periodically update progress."""
def __init__(self, progress: "Progress", task_id: "TaskID", update_period: float):
self.progress = progress
self.task_id = task_id
self.update_period = update_period
self.done = Event()
self.completed = 0
super().__init__()
def run(self) -> None:
task_id = self.task_id
advance = self.progress.advance
update_period = self.update_period
last_completed = 0
wait = self.done.wait
while not wait(update_period):
completed = self.completed
if last_completed != completed:
advance(task_id, completed - last_completed)
last_completed = completed
self.progress.update(self.task_id, completed=self.completed, refresh=True)
def __enter__(self) -> "_TrackThread":
self.start()
return self
def __exit__(
self,
exc_type: Optional[Type[BaseException]],
exc_val: Optional[BaseException],
exc_tb: Optional[TracebackType],
) -> None:
self.done.set()
self.join()
def track(
sequence: Union[Sequence[ProgressType], Iterable[ProgressType]],
description: str = "Working...",
total: Optional[float] = None,
auto_refresh: bool = True,
console: Optional[Console] = None,
transient: bool = False,
get_time: Optional[Callable[[], float]] = None,
refresh_per_second: float = 10,
style: StyleType = "bar.back",
complete_style: StyleType = "bar.complete",
finished_style: StyleType = "bar.finished",
pulse_style: StyleType = "bar.pulse",
update_period: float = 0.1,
disable: bool = False,
2022-11-07 18:06:49 +00:00
show_speed: bool = True,
) -> Iterable[ProgressType]:
"""Track progress by iterating over a sequence.
Args:
sequence (Iterable[ProgressType]): A sequence (must support "len") you wish to iterate over.
description (str, optional): Description of task show next to progress bar. Defaults to "Working".
total: (float, optional): Total number of steps. Default is len(sequence).
auto_refresh (bool, optional): Automatic refresh, disable to force a refresh after each iteration. Default is True.
transient: (bool, optional): Clear the progress on exit. Defaults to False.
console (Console, optional): Console to write to. Default creates internal Console instance.
refresh_per_second (float): Number of times per second to refresh the progress information. Defaults to 10.
style (StyleType, optional): Style for the bar background. Defaults to "bar.back".
complete_style (StyleType, optional): Style for the completed bar. Defaults to "bar.complete".
2022-11-07 18:06:49 +00:00
finished_style (StyleType, optional): Style for a finished bar. Defaults to "bar.finished".
pulse_style (StyleType, optional): Style for pulsing bars. Defaults to "bar.pulse".
update_period (float, optional): Minimum time (in seconds) between calls to update(). Defaults to 0.1.
disable (bool, optional): Disable display of progress.
2022-11-07 18:06:49 +00:00
show_speed (bool, optional): Show speed if total isn't known. Defaults to True.
Returns:
Iterable[ProgressType]: An iterable of the values in the sequence.
"""
columns: List["ProgressColumn"] = (
[TextColumn("[progress.description]{task.description}")] if description else []
)
columns.extend(
(
BarColumn(
style=style,
complete_style=complete_style,
finished_style=finished_style,
pulse_style=pulse_style,
),
2022-11-07 18:06:49 +00:00
TaskProgressColumn(show_speed=show_speed),
TimeRemainingColumn(elapsed_when_finished=True),
)
)
progress = Progress(
*columns,
auto_refresh=auto_refresh,
console=console,
transient=transient,
get_time=get_time,
refresh_per_second=refresh_per_second or 10,
disable=disable,
)
with progress:
yield from progress.track(
sequence, total=total, description=description, update_period=update_period
)
2022-11-07 18:06:49 +00:00
class _Reader(RawIOBase, BinaryIO):
"""A reader that tracks progress while it's being read from."""
def __init__(
self,
handle: BinaryIO,
progress: "Progress",
task: TaskID,
close_handle: bool = True,
) -> None:
self.handle = handle
self.progress = progress
self.task = task
self.close_handle = close_handle
self._closed = False
def __enter__(self) -> "_Reader":
self.handle.__enter__()
return self
def __exit__(
self,
exc_type: Optional[Type[BaseException]],
exc_val: Optional[BaseException],
exc_tb: Optional[TracebackType],
) -> None:
self.close()
def __iter__(self) -> BinaryIO:
return self
def __next__(self) -> bytes:
line = next(self.handle)
self.progress.advance(self.task, advance=len(line))
return line
@property
def closed(self) -> bool:
return self._closed
def fileno(self) -> int:
return self.handle.fileno()
def isatty(self) -> bool:
return self.handle.isatty()
@property
def mode(self) -> str:
return self.handle.mode
@property
def name(self) -> str:
return self.handle.name
def readable(self) -> bool:
return self.handle.readable()
def seekable(self) -> bool:
return self.handle.seekable()
def writable(self) -> bool:
return False
def read(self, size: int = -1) -> bytes:
block = self.handle.read(size)
self.progress.advance(self.task, advance=len(block))
return block
def readinto(self, b: Union[bytearray, memoryview, mmap]): # type: ignore[no-untyped-def, override]
n = self.handle.readinto(b) # type: ignore[attr-defined]
self.progress.advance(self.task, advance=n)
return n
def readline(self, size: int = -1) -> bytes: # type: ignore[override]
line = self.handle.readline(size)
self.progress.advance(self.task, advance=len(line))
return line
def readlines(self, hint: int = -1) -> List[bytes]:
lines = self.handle.readlines(hint)
self.progress.advance(self.task, advance=sum(map(len, lines)))
return lines
def close(self) -> None:
if self.close_handle:
self.handle.close()
self._closed = True
def seek(self, offset: int, whence: int = 0) -> int:
pos = self.handle.seek(offset, whence)
self.progress.update(self.task, completed=pos)
return pos
def tell(self) -> int:
return self.handle.tell()
def write(self, s: Any) -> int:
raise UnsupportedOperation("write")
class _ReadContext(ContextManager[_I], Generic[_I]):
"""A utility class to handle a context for both a reader and a progress."""
def __init__(self, progress: "Progress", reader: _I) -> None:
self.progress = progress
self.reader: _I = reader
def __enter__(self) -> _I:
self.progress.start()
return self.reader.__enter__()
def __exit__(
self,
exc_type: Optional[Type[BaseException]],
exc_val: Optional[BaseException],
exc_tb: Optional[TracebackType],
) -> None:
self.progress.stop()
self.reader.__exit__(exc_type, exc_val, exc_tb)
def wrap_file(
file: BinaryIO,
total: int,
*,
description: str = "Reading...",
auto_refresh: bool = True,
console: Optional[Console] = None,
transient: bool = False,
get_time: Optional[Callable[[], float]] = None,
refresh_per_second: float = 10,
style: StyleType = "bar.back",
complete_style: StyleType = "bar.complete",
finished_style: StyleType = "bar.finished",
pulse_style: StyleType = "bar.pulse",
disable: bool = False,
) -> ContextManager[BinaryIO]:
"""Read bytes from a file while tracking progress.
Args:
file (Union[str, PathLike[str], BinaryIO]): The path to the file to read, or a file-like object in binary mode.
total (int): Total number of bytes to read.
description (str, optional): Description of task show next to progress bar. Defaults to "Reading".
auto_refresh (bool, optional): Automatic refresh, disable to force a refresh after each iteration. Default is True.
transient: (bool, optional): Clear the progress on exit. Defaults to False.
console (Console, optional): Console to write to. Default creates internal Console instance.
refresh_per_second (float): Number of times per second to refresh the progress information. Defaults to 10.
style (StyleType, optional): Style for the bar background. Defaults to "bar.back".
complete_style (StyleType, optional): Style for the completed bar. Defaults to "bar.complete".
finished_style (StyleType, optional): Style for a finished bar. Defaults to "bar.finished".
pulse_style (StyleType, optional): Style for pulsing bars. Defaults to "bar.pulse".
disable (bool, optional): Disable display of progress.
Returns:
ContextManager[BinaryIO]: A context manager yielding a progress reader.
"""
columns: List["ProgressColumn"] = (
[TextColumn("[progress.description]{task.description}")] if description else []
)
columns.extend(
(
BarColumn(
style=style,
complete_style=complete_style,
finished_style=finished_style,
pulse_style=pulse_style,
),
DownloadColumn(),
TimeRemainingColumn(),
)
)
progress = Progress(
*columns,
auto_refresh=auto_refresh,
console=console,
transient=transient,
get_time=get_time,
refresh_per_second=refresh_per_second or 10,
disable=disable,
)
reader = progress.wrap_file(file, total=total, description=description)
return _ReadContext(progress, reader)
@typing.overload
def open(
file: Union[str, "PathLike[str]", bytes],
mode: Union[Literal["rt"], Literal["r"]],
buffering: int = -1,
encoding: Optional[str] = None,
errors: Optional[str] = None,
newline: Optional[str] = None,
*,
total: Optional[int] = None,
description: str = "Reading...",
auto_refresh: bool = True,
console: Optional[Console] = None,
transient: bool = False,
get_time: Optional[Callable[[], float]] = None,
refresh_per_second: float = 10,
style: StyleType = "bar.back",
complete_style: StyleType = "bar.complete",
finished_style: StyleType = "bar.finished",
pulse_style: StyleType = "bar.pulse",
disable: bool = False,
) -> ContextManager[TextIO]:
pass
@typing.overload
def open(
file: Union[str, "PathLike[str]", bytes],
mode: Literal["rb"],
buffering: int = -1,
encoding: Optional[str] = None,
errors: Optional[str] = None,
newline: Optional[str] = None,
*,
total: Optional[int] = None,
description: str = "Reading...",
auto_refresh: bool = True,
console: Optional[Console] = None,
transient: bool = False,
get_time: Optional[Callable[[], float]] = None,
refresh_per_second: float = 10,
style: StyleType = "bar.back",
complete_style: StyleType = "bar.complete",
finished_style: StyleType = "bar.finished",
pulse_style: StyleType = "bar.pulse",
disable: bool = False,
) -> ContextManager[BinaryIO]:
pass
def open(
file: Union[str, "PathLike[str]", bytes],
mode: Union[Literal["rb"], Literal["rt"], Literal["r"]] = "r",
buffering: int = -1,
encoding: Optional[str] = None,
errors: Optional[str] = None,
newline: Optional[str] = None,
*,
total: Optional[int] = None,
description: str = "Reading...",
auto_refresh: bool = True,
console: Optional[Console] = None,
transient: bool = False,
get_time: Optional[Callable[[], float]] = None,
refresh_per_second: float = 10,
style: StyleType = "bar.back",
complete_style: StyleType = "bar.complete",
finished_style: StyleType = "bar.finished",
pulse_style: StyleType = "bar.pulse",
disable: bool = False,
) -> Union[ContextManager[BinaryIO], ContextManager[TextIO]]:
"""Read bytes from a file while tracking progress.
Args:
path (Union[str, PathLike[str], BinaryIO]): The path to the file to read, or a file-like object in binary mode.
mode (str): The mode to use to open the file. Only supports "r", "rb" or "rt".
buffering (int): The buffering strategy to use, see :func:`io.open`.
encoding (str, optional): The encoding to use when reading in text mode, see :func:`io.open`.
errors (str, optional): The error handling strategy for decoding errors, see :func:`io.open`.
newline (str, optional): The strategy for handling newlines in text mode, see :func:`io.open`
total: (int, optional): Total number of bytes to read. Must be provided if reading from a file handle. Default for a path is os.stat(file).st_size.
description (str, optional): Description of task show next to progress bar. Defaults to "Reading".
auto_refresh (bool, optional): Automatic refresh, disable to force a refresh after each iteration. Default is True.
transient: (bool, optional): Clear the progress on exit. Defaults to False.
console (Console, optional): Console to write to. Default creates internal Console instance.
refresh_per_second (float): Number of times per second to refresh the progress information. Defaults to 10.
style (StyleType, optional): Style for the bar background. Defaults to "bar.back".
complete_style (StyleType, optional): Style for the completed bar. Defaults to "bar.complete".
finished_style (StyleType, optional): Style for a finished bar. Defaults to "bar.finished".
pulse_style (StyleType, optional): Style for pulsing bars. Defaults to "bar.pulse".
disable (bool, optional): Disable display of progress.
encoding (str, optional): The encoding to use when reading in text mode.
Returns:
ContextManager[BinaryIO]: A context manager yielding a progress reader.
"""
columns: List["ProgressColumn"] = (
[TextColumn("[progress.description]{task.description}")] if description else []
)
columns.extend(
(
BarColumn(
style=style,
complete_style=complete_style,
finished_style=finished_style,
pulse_style=pulse_style,
),
DownloadColumn(),
TimeRemainingColumn(),
)
)
progress = Progress(
*columns,
auto_refresh=auto_refresh,
console=console,
transient=transient,
get_time=get_time,
refresh_per_second=refresh_per_second or 10,
disable=disable,
)
reader = progress.open(
file,
mode=mode,
buffering=buffering,
encoding=encoding,
errors=errors,
newline=newline,
total=total,
description=description,
)
return _ReadContext(progress, reader) # type: ignore[return-value, type-var]
class ProgressColumn(ABC):
"""Base class for a widget to use in progress display."""
max_refresh: Optional[float] = None
def __init__(self, table_column: Optional[Column] = None) -> None:
self._table_column = table_column
self._renderable_cache: Dict[TaskID, Tuple[float, RenderableType]] = {}
self._update_time: Optional[float] = None
def get_table_column(self) -> Column:
"""Get a table column, used to build tasks table."""
return self._table_column or Column()
def __call__(self, task: "Task") -> RenderableType:
"""Called by the Progress object to return a renderable for the given task.
Args:
task (Task): An object containing information regarding the task.
Returns:
RenderableType: Anything renderable (including str).
"""
current_time = task.get_time()
if self.max_refresh is not None and not task.completed:
try:
timestamp, renderable = self._renderable_cache[task.id]
except KeyError:
pass
else:
if timestamp + self.max_refresh > current_time:
return renderable
renderable = self.render(task)
self._renderable_cache[task.id] = (current_time, renderable)
return renderable
@abstractmethod
def render(self, task: "Task") -> RenderableType:
"""Should return a renderable object."""
class RenderableColumn(ProgressColumn):
"""A column to insert an arbitrary column.
Args:
renderable (RenderableType, optional): Any renderable. Defaults to empty string.
"""
def __init__(
self, renderable: RenderableType = "", *, table_column: Optional[Column] = None
):
self.renderable = renderable
super().__init__(table_column=table_column)
def render(self, task: "Task") -> RenderableType:
return self.renderable
class SpinnerColumn(ProgressColumn):
"""A column with a 'spinner' animation.
Args:
spinner_name (str, optional): Name of spinner animation. Defaults to "dots".
style (StyleType, optional): Style of spinner. Defaults to "progress.spinner".
speed (float, optional): Speed factor of spinner. Defaults to 1.0.
finished_text (TextType, optional): Text used when task is finished. Defaults to " ".
"""
def __init__(
self,
spinner_name: str = "dots",
style: Optional[StyleType] = "progress.spinner",
speed: float = 1.0,
finished_text: TextType = " ",
table_column: Optional[Column] = None,
):
self.spinner = Spinner(spinner_name, style=style, speed=speed)
self.finished_text = (
Text.from_markup(finished_text)
if isinstance(finished_text, str)
else finished_text
)
super().__init__(table_column=table_column)
def set_spinner(
self,
spinner_name: str,
spinner_style: Optional[StyleType] = "progress.spinner",
speed: float = 1.0,
) -> None:
"""Set a new spinner.
Args:
spinner_name (str): Spinner name, see python -m rich.spinner.
spinner_style (Optional[StyleType], optional): Spinner style. Defaults to "progress.spinner".
speed (float, optional): Speed factor of spinner. Defaults to 1.0.
"""
self.spinner = Spinner(spinner_name, style=spinner_style, speed=speed)
def render(self, task: "Task") -> RenderableType:
text = (
self.finished_text
if task.finished
else self.spinner.render(task.get_time())
)
return text
class TextColumn(ProgressColumn):
"""A column containing text."""
def __init__(
self,
text_format: str,
style: StyleType = "none",
justify: JustifyMethod = "left",
markup: bool = True,
highlighter: Optional[Highlighter] = None,
table_column: Optional[Column] = None,
) -> None:
self.text_format = text_format
self.justify: JustifyMethod = justify
self.style = style
self.markup = markup
self.highlighter = highlighter
super().__init__(table_column=table_column or Column(no_wrap=True))
def render(self, task: "Task") -> Text:
_text = self.text_format.format(task=task)
if self.markup:
text = Text.from_markup(_text, style=self.style, justify=self.justify)
else:
text = Text(_text, style=self.style, justify=self.justify)
if self.highlighter:
self.highlighter.highlight(text)
return text
class BarColumn(ProgressColumn):
"""Renders a visual progress bar.
Args:
bar_width (Optional[int], optional): Width of bar or None for full width. Defaults to 40.
style (StyleType, optional): Style for the bar background. Defaults to "bar.back".
complete_style (StyleType, optional): Style for the completed bar. Defaults to "bar.complete".
2022-11-07 18:06:49 +00:00
finished_style (StyleType, optional): Style for a finished bar. Defaults to "bar.finished".
pulse_style (StyleType, optional): Style for pulsing bars. Defaults to "bar.pulse".
"""
def __init__(
self,
bar_width: Optional[int] = 40,
style: StyleType = "bar.back",
complete_style: StyleType = "bar.complete",
finished_style: StyleType = "bar.finished",
pulse_style: StyleType = "bar.pulse",
table_column: Optional[Column] = None,
) -> None:
self.bar_width = bar_width
self.style = style
self.complete_style = complete_style
self.finished_style = finished_style
self.pulse_style = pulse_style
super().__init__(table_column=table_column)
def render(self, task: "Task") -> ProgressBar:
"""Gets a progress bar widget for a task."""
return ProgressBar(
2022-11-07 18:06:49 +00:00
total=max(0, task.total) if task.total is not None else None,
completed=max(0, task.completed),
width=None if self.bar_width is None else max(1, self.bar_width),
pulse=not task.started,
animation_time=task.get_time(),
style=self.style,
complete_style=self.complete_style,
finished_style=self.finished_style,
pulse_style=self.pulse_style,
)
class TimeElapsedColumn(ProgressColumn):
"""Renders time elapsed."""
def render(self, task: "Task") -> Text:
"""Show time elapsed."""
elapsed = task.finished_time if task.finished else task.elapsed
if elapsed is None:
return Text("-:--:--", style="progress.elapsed")
delta = timedelta(seconds=max(0, int(elapsed)))
return Text(str(delta), style="progress.elapsed")
2022-11-07 18:06:49 +00:00
class TaskProgressColumn(TextColumn):
"""Show task progress as a percentage.
Args:
text_format (str, optional): Format for percentage display. Defaults to "[progress.percentage]{task.percentage:>3.0f}%".
text_format_no_percentage (str, optional): Format if percentage is unknown. Defaults to "".
style (StyleType, optional): Style of output. Defaults to "none".
justify (JustifyMethod, optional): Text justification. Defaults to "left".
markup (bool, optional): Enable markup. Defaults to True.
highlighter (Optional[Highlighter], optional): Highlighter to apply to output. Defaults to None.
table_column (Optional[Column], optional): Table Column to use. Defaults to None.
show_speed (bool, optional): Show speed if total is unknown. Defaults to False.
"""
def __init__(
self,
text_format: str = "[progress.percentage]{task.percentage:>3.0f}%",
text_format_no_percentage: str = "",
style: StyleType = "none",
justify: JustifyMethod = "left",
markup: bool = True,
highlighter: Optional[Highlighter] = None,
table_column: Optional[Column] = None,
show_speed: bool = False,
) -> None:
self.text_format_no_percentage = text_format_no_percentage
self.show_speed = show_speed
super().__init__(
text_format=text_format,
style=style,
justify=justify,
markup=markup,
highlighter=highlighter,
table_column=table_column,
)
@classmethod
def render_speed(cls, speed: Optional[float]) -> Text:
"""Render the speed in iterations per second.
Args:
task (Task): A Task object.
Returns:
Text: Text object containing the task speed.
"""
if speed is None:
return Text("", style="progress.percentage")
unit, suffix = filesize.pick_unit_and_suffix(
int(speed),
["", "×10³", "×10⁶", "×10⁹", "×10¹²"],
1000,
)
data_speed = speed / unit
return Text(f"{data_speed:.1f}{suffix} it/s", style="progress.percentage")
def render(self, task: "Task") -> Text:
if task.total is None and self.show_speed:
return self.render_speed(task.finished_speed or task.speed)
text_format = (
self.text_format_no_percentage if task.total is None else self.text_format
)
_text = text_format.format(task=task)
if self.markup:
text = Text.from_markup(_text, style=self.style, justify=self.justify)
else:
text = Text(_text, style=self.style, justify=self.justify)
if self.highlighter:
self.highlighter.highlight(text)
return text
class TimeRemainingColumn(ProgressColumn):
2022-11-07 18:06:49 +00:00
"""Renders estimated time remaining.
Args:
compact (bool, optional): Render MM:SS when time remaining is less than an hour. Defaults to False.
elapsed_when_finished (bool, optional): Render time elapsed when the task is finished. Defaults to False.
"""
# Only refresh twice a second to prevent jitter
max_refresh = 0.5
2022-11-07 18:06:49 +00:00
def __init__(
self,
compact: bool = False,
elapsed_when_finished: bool = False,
table_column: Optional[Column] = None,
):
self.compact = compact
self.elapsed_when_finished = elapsed_when_finished
super().__init__(table_column=table_column)
def render(self, task: "Task") -> Text:
"""Show time remaining."""
2022-11-07 18:06:49 +00:00
if self.elapsed_when_finished and task.finished:
task_time = task.finished_time
style = "progress.elapsed"
else:
task_time = task.time_remaining
style = "progress.remaining"
if task.total is None:
return Text("", style=style)
if task_time is None:
return Text("--:--" if self.compact else "-:--:--", style=style)
# Based on https://github.com/tqdm/tqdm/blob/master/tqdm/std.py
minutes, seconds = divmod(int(task_time), 60)
hours, minutes = divmod(minutes, 60)
if self.compact and not hours:
formatted = f"{minutes:02d}:{seconds:02d}"
else:
formatted = f"{hours:d}:{minutes:02d}:{seconds:02d}"
return Text(formatted, style=style)
class FileSizeColumn(ProgressColumn):
"""Renders completed filesize."""
def render(self, task: "Task") -> Text:
"""Show data completed."""
data_size = filesize.decimal(int(task.completed))
return Text(data_size, style="progress.filesize")
class TotalFileSizeColumn(ProgressColumn):
"""Renders total filesize."""
def render(self, task: "Task") -> Text:
"""Show data completed."""
2022-11-07 18:06:49 +00:00
data_size = filesize.decimal(int(task.total)) if task.total is not None else ""
return Text(data_size, style="progress.filesize.total")
2022-11-07 18:06:49 +00:00
class MofNCompleteColumn(ProgressColumn):
"""Renders completed count/total, e.g. ' 10/1000'.
Best for bounded tasks with int quantities.
Space pads the completed count so that progress length does not change as task progresses
past powers of 10.
Args:
separator (str, optional): Text to separate completed and total values. Defaults to "/".
"""
def __init__(self, separator: str = "/", table_column: Optional[Column] = None):
self.separator = separator
super().__init__(table_column=table_column)
def render(self, task: "Task") -> Text:
"""Show completed/total."""
completed = int(task.completed)
total = int(task.total) if task.total is not None else "?"
total_width = len(str(total))
return Text(
f"{completed:{total_width}d}{self.separator}{total}",
style="progress.download",
)
class DownloadColumn(ProgressColumn):
"""Renders file size downloaded and total, e.g. '0.5/2.3 GB'.
Args:
binary_units (bool, optional): Use binary units, KiB, MiB etc. Defaults to False.
"""
def __init__(
self, binary_units: bool = False, table_column: Optional[Column] = None
) -> None:
self.binary_units = binary_units
super().__init__(table_column=table_column)
def render(self, task: "Task") -> Text:
"""Calculate common unit for completed and total."""
completed = int(task.completed)
2022-11-07 18:06:49 +00:00
unit_and_suffix_calculation_base = (
int(task.total) if task.total is not None else completed
)
if self.binary_units:
unit, suffix = filesize.pick_unit_and_suffix(
2022-11-07 18:06:49 +00:00
unit_and_suffix_calculation_base,
["bytes", "KiB", "MiB", "GiB", "TiB", "PiB", "EiB", "ZiB", "YiB"],
1024,
)
else:
unit, suffix = filesize.pick_unit_and_suffix(
2022-11-07 18:06:49 +00:00
unit_and_suffix_calculation_base,
["bytes", "kB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB"],
1000,
)
precision = 0 if unit == 1 else 1
2022-11-07 18:06:49 +00:00
completed_ratio = completed / unit
completed_str = f"{completed_ratio:,.{precision}f}"
2022-11-07 18:06:49 +00:00
if task.total is not None:
total = int(task.total)
total_ratio = total / unit
total_str = f"{total_ratio:,.{precision}f}"
else:
total_str = "?"
download_status = f"{completed_str}/{total_str} {suffix}"
download_text = Text(download_status, style="progress.download")
return download_text
class TransferSpeedColumn(ProgressColumn):
"""Renders human readable transfer speed."""
def render(self, task: "Task") -> Text:
"""Show data transfer speed."""
speed = task.finished_speed or task.speed
if speed is None:
return Text("?", style="progress.data.speed")
data_speed = filesize.decimal(int(speed))
return Text(f"{data_speed}/s", style="progress.data.speed")
class ProgressSample(NamedTuple):
"""Sample of progress for a given time."""
timestamp: float
"""Timestamp of sample."""
completed: float
"""Number of steps completed."""
@dataclass
class Task:
"""Information regarding a progress task.
This object should be considered read-only outside of the :class:`~Progress` class.
"""
id: TaskID
"""Task ID associated with this task (used in Progress methods)."""
description: str
"""str: Description of the task."""
2022-11-07 18:06:49 +00:00
total: Optional[float]
"""Optional[float]: Total number of steps in this task."""
completed: float
"""float: Number of steps completed"""
_get_time: GetTimeCallable
"""Callable to get the current time."""
finished_time: Optional[float] = None
"""float: Time task was finished."""
visible: bool = True
"""bool: Indicates if this task is visible in the progress display."""
fields: Dict[str, Any] = field(default_factory=dict)
"""dict: Arbitrary fields passed in via Progress.update."""
start_time: Optional[float] = field(default=None, init=False, repr=False)
"""Optional[float]: Time this task was started, or None if not started."""
stop_time: Optional[float] = field(default=None, init=False, repr=False)
"""Optional[float]: Time this task was stopped, or None if not stopped."""
finished_speed: Optional[float] = None
"""Optional[float]: The last speed for a finished task."""
_progress: Deque[ProgressSample] = field(
2022-11-07 18:06:49 +00:00
default_factory=lambda: deque(maxlen=1000), init=False, repr=False
)
_lock: RLock = field(repr=False, default_factory=RLock)
"""Thread lock."""
def get_time(self) -> float:
"""float: Get the current time, in seconds."""
return self._get_time()
@property
def started(self) -> bool:
"""bool: Check if the task as started."""
return self.start_time is not None
@property
2022-11-07 18:06:49 +00:00
def remaining(self) -> Optional[float]:
"""Optional[float]: Get the number of steps remaining, if a non-None total was set."""
if self.total is None:
return None
return self.total - self.completed
@property
def elapsed(self) -> Optional[float]:
"""Optional[float]: Time elapsed since task was started, or ``None`` if the task hasn't started."""
if self.start_time is None:
return None
if self.stop_time is not None:
return self.stop_time - self.start_time
return self.get_time() - self.start_time
@property
def finished(self) -> bool:
"""Check if the task has finished."""
return self.finished_time is not None
@property
def percentage(self) -> float:
2022-11-07 18:06:49 +00:00
"""float: Get progress of task as a percentage. If a None total was set, returns 0"""
if not self.total:
return 0.0
completed = (self.completed / self.total) * 100.0
completed = min(100.0, max(0.0, completed))
return completed
@property
def speed(self) -> Optional[float]:
"""Optional[float]: Get the estimated speed in steps per second."""
if self.start_time is None:
return None
with self._lock:
progress = self._progress
if not progress:
return None
total_time = progress[-1].timestamp - progress[0].timestamp
if total_time == 0:
return None
iter_progress = iter(progress)
next(iter_progress)
total_completed = sum(sample.completed for sample in iter_progress)
speed = total_completed / total_time
return speed
@property
def time_remaining(self) -> Optional[float]:
"""Optional[float]: Get estimated time to completion, or ``None`` if no data."""
if self.finished:
return 0.0
speed = self.speed
if not speed:
return None
2022-11-07 18:06:49 +00:00
remaining = self.remaining
if remaining is None:
return None
estimate = ceil(remaining / speed)
return estimate
def _reset(self) -> None:
"""Reset progress."""
self._progress.clear()
self.finished_time = None
self.finished_speed = None
class Progress(JupyterMixin):
"""Renders an auto-updating progress bar(s).
Args:
console (Console, optional): Optional Console instance. Default will an internal Console instance writing to stdout.
auto_refresh (bool, optional): Enable auto refresh. If disabled, you will need to call `refresh()`.
refresh_per_second (Optional[float], optional): Number of times per second to refresh the progress information or None to use default (10). Defaults to None.
speed_estimate_period: (float, optional): Period (in seconds) used to calculate the speed estimate. Defaults to 30.
transient: (bool, optional): Clear the progress on exit. Defaults to False.
redirect_stdout: (bool, optional): Enable redirection of stdout, so ``print`` may be used. Defaults to True.
redirect_stderr: (bool, optional): Enable redirection of stderr. Defaults to True.
get_time: (Callable, optional): A callable that gets the current time, or None to use Console.get_time. Defaults to None.
disable (bool, optional): Disable progress display. Defaults to False
expand (bool, optional): Expand tasks table to fit width. Defaults to False.
"""
def __init__(
self,
*columns: Union[str, ProgressColumn],
console: Optional[Console] = None,
auto_refresh: bool = True,
refresh_per_second: float = 10,
speed_estimate_period: float = 30.0,
transient: bool = False,
redirect_stdout: bool = True,
redirect_stderr: bool = True,
get_time: Optional[GetTimeCallable] = None,
disable: bool = False,
expand: bool = False,
) -> None:
2022-11-07 18:06:49 +00:00
assert refresh_per_second > 0, "refresh_per_second must be > 0"
self._lock = RLock()
2022-11-07 18:06:49 +00:00
self.columns = columns or self.get_default_columns()
self.speed_estimate_period = speed_estimate_period
self.disable = disable
self.expand = expand
self._tasks: Dict[TaskID, Task] = {}
self._task_index: TaskID = TaskID(0)
self.live = Live(
console=console or get_console(),
auto_refresh=auto_refresh,
refresh_per_second=refresh_per_second,
transient=transient,
redirect_stdout=redirect_stdout,
redirect_stderr=redirect_stderr,
get_renderable=self.get_renderable,
)
self.get_time = get_time or self.console.get_time
self.print = self.console.print
self.log = self.console.log
2022-11-07 18:06:49 +00:00
@classmethod
def get_default_columns(cls) -> Tuple[ProgressColumn, ...]:
"""Get the default columns used for a new Progress instance:
- a text column for the description (TextColumn)
- the bar itself (BarColumn)
- a text column showing completion percentage (TextColumn)
- an estimated-time-remaining column (TimeRemainingColumn)
If the Progress instance is created without passing a columns argument,
the default columns defined here will be used.
You can also create a Progress instance using custom columns before
and/or after the defaults, as in this example:
progress = Progress(
SpinnerColumn(),
*Progress.get_default_columns(),
2022-11-07 18:06:49 +00:00
"Elapsed:",
TimeElapsedColumn(),
)
This code shows the creation of a Progress display, containing
a spinner to the left, the default columns, and a labeled elapsed
time column.
"""
return (
TextColumn("[progress.description]{task.description}"),
BarColumn(),
TaskProgressColumn(),
TimeRemainingColumn(),
)
@property
def console(self) -> Console:
return self.live.console
@property
def tasks(self) -> List[Task]:
"""Get a list of Task instances."""
with self._lock:
return list(self._tasks.values())
@property
def task_ids(self) -> List[TaskID]:
"""A list of task IDs."""
with self._lock:
return list(self._tasks.keys())
@property
def finished(self) -> bool:
"""Check if all tasks have been completed."""
with self._lock:
if not self._tasks:
return True
return all(task.finished for task in self._tasks.values())
def start(self) -> None:
"""Start the progress display."""
if not self.disable:
self.live.start(refresh=True)
def stop(self) -> None:
"""Stop the progress display."""
self.live.stop()
if not self.console.is_interactive:
self.console.print()
def __enter__(self) -> "Progress":
self.start()
return self
def __exit__(
self,
exc_type: Optional[Type[BaseException]],
exc_val: Optional[BaseException],
exc_tb: Optional[TracebackType],
) -> None:
self.stop()
def track(
self,
sequence: Union[Iterable[ProgressType], Sequence[ProgressType]],
total: Optional[float] = None,
task_id: Optional[TaskID] = None,
description: str = "Working...",
update_period: float = 0.1,
) -> Iterable[ProgressType]:
"""Track progress by iterating over a sequence.
Args:
sequence (Sequence[ProgressType]): A sequence of values you want to iterate over and track progress.
total: (float, optional): Total number of steps. Default is len(sequence).
task_id: (TaskID): Task to track. Default is new task.
description: (str, optional): Description of task, if new task is created.
update_period (float, optional): Minimum time (in seconds) between calls to update(). Defaults to 0.1.
Returns:
Iterable[ProgressType]: An iterable of values taken from the provided sequence.
"""
if total is None:
total = float(length_hint(sequence)) or None
if task_id is None:
task_id = self.add_task(description, total=total)
else:
self.update(task_id, total=total)
if self.live.auto_refresh:
with _TrackThread(self, task_id, update_period) as track_thread:
for value in sequence:
yield value
track_thread.completed += 1
else:
advance = self.advance
refresh = self.refresh
for value in sequence:
yield value
advance(task_id, 1)
refresh()
2022-11-07 18:06:49 +00:00
def wrap_file(
self,
file: BinaryIO,
total: Optional[int] = None,
*,
task_id: Optional[TaskID] = None,
description: str = "Reading...",
) -> BinaryIO:
"""Track progress file reading from a binary file.
Args:
file (BinaryIO): A file-like object opened in binary mode.
total (int, optional): Total number of bytes to read. This must be provided unless a task with a total is also given.
task_id (TaskID): Task to track. Default is new task.
description (str, optional): Description of task, if new task is created.
Returns:
BinaryIO: A readable file-like object in binary mode.
Raises:
ValueError: When no total value can be extracted from the arguments or the task.
"""
# attempt to recover the total from the task
total_bytes: Optional[float] = None
if total is not None:
total_bytes = total
elif task_id is not None:
with self._lock:
total_bytes = self._tasks[task_id].total
if total_bytes is None:
raise ValueError(
f"unable to get the total number of bytes, please specify 'total'"
)
# update total of task or create new task
if task_id is None:
task_id = self.add_task(description, total=total_bytes)
else:
self.update(task_id, total=total_bytes)
return _Reader(file, self, task_id, close_handle=False)
@typing.overload
def open(
self,
file: Union[str, "PathLike[str]", bytes],
mode: Literal["rb"],
buffering: int = -1,
encoding: Optional[str] = None,
errors: Optional[str] = None,
newline: Optional[str] = None,
*,
total: Optional[int] = None,
task_id: Optional[TaskID] = None,
description: str = "Reading...",
) -> BinaryIO:
pass
@typing.overload
def open(
self,
file: Union[str, "PathLike[str]", bytes],
mode: Union[Literal["r"], Literal["rt"]],
buffering: int = -1,
encoding: Optional[str] = None,
errors: Optional[str] = None,
newline: Optional[str] = None,
*,
total: Optional[int] = None,
task_id: Optional[TaskID] = None,
description: str = "Reading...",
) -> TextIO:
pass
def open(
self,
file: Union[str, "PathLike[str]", bytes],
mode: Union[Literal["rb"], Literal["rt"], Literal["r"]] = "r",
buffering: int = -1,
encoding: Optional[str] = None,
errors: Optional[str] = None,
newline: Optional[str] = None,
*,
total: Optional[int] = None,
task_id: Optional[TaskID] = None,
description: str = "Reading...",
) -> Union[BinaryIO, TextIO]:
"""Track progress while reading from a binary file.
Args:
path (Union[str, PathLike[str]]): The path to the file to read.
mode (str): The mode to use to open the file. Only supports "r", "rb" or "rt".
buffering (int): The buffering strategy to use, see :func:`io.open`.
encoding (str, optional): The encoding to use when reading in text mode, see :func:`io.open`.
errors (str, optional): The error handling strategy for decoding errors, see :func:`io.open`.
newline (str, optional): The strategy for handling newlines in text mode, see :func:`io.open`.
total (int, optional): Total number of bytes to read. If none given, os.stat(path).st_size is used.
task_id (TaskID): Task to track. Default is new task.
description (str, optional): Description of task, if new task is created.
Returns:
BinaryIO: A readable file-like object in binary mode.
Raises:
ValueError: When an invalid mode is given.
"""
# normalize the mode (always rb, rt)
_mode = "".join(sorted(mode, reverse=False))
if _mode not in ("br", "rt", "r"):
raise ValueError("invalid mode {!r}".format(mode))
# patch buffering to provide the same behaviour as the builtin `open`
line_buffering = buffering == 1
if _mode == "br" and buffering == 1:
warnings.warn(
"line buffering (buffering=1) isn't supported in binary mode, the default buffer size will be used",
RuntimeWarning,
)
buffering = -1
elif _mode in ("rt", "r"):
2022-11-07 18:06:49 +00:00
if buffering == 0:
raise ValueError("can't have unbuffered text I/O")
elif buffering == 1:
buffering = -1
# attempt to get the total with `os.stat`
if total is None:
total = stat(file).st_size
# update total of task or create new task
if task_id is None:
task_id = self.add_task(description, total=total)
else:
self.update(task_id, total=total)
# open the file in binary mode,
handle = io.open(file, "rb", buffering=buffering)
reader = _Reader(handle, self, task_id, close_handle=True)
# wrap the reader in a `TextIOWrapper` if text mode
if mode in ("r", "rt"):
2022-11-07 18:06:49 +00:00
return io.TextIOWrapper(
reader,
encoding=encoding,
errors=errors,
newline=newline,
line_buffering=line_buffering,
)
return reader
def start_task(self, task_id: TaskID) -> None:
"""Start a task.
Starts a task (used when calculating elapsed time). You may need to call this manually,
if you called ``add_task`` with ``start=False``.
Args:
task_id (TaskID): ID of task.
"""
with self._lock:
task = self._tasks[task_id]
if task.start_time is None:
task.start_time = self.get_time()
def stop_task(self, task_id: TaskID) -> None:
"""Stop a task.
This will freeze the elapsed time on the task.
Args:
task_id (TaskID): ID of task.
"""
with self._lock:
task = self._tasks[task_id]
current_time = self.get_time()
if task.start_time is None:
task.start_time = current_time
task.stop_time = current_time
def update(
self,
task_id: TaskID,
*,
total: Optional[float] = None,
completed: Optional[float] = None,
advance: Optional[float] = None,
description: Optional[str] = None,
visible: Optional[bool] = None,
refresh: bool = False,
**fields: Any,
) -> None:
"""Update information associated with a task.
Args:
task_id (TaskID): Task id (returned by add_task).
total (float, optional): Updates task.total if not None.
completed (float, optional): Updates task.completed if not None.
advance (float, optional): Add a value to task.completed if not None.
description (str, optional): Change task description if not None.
visible (bool, optional): Set visible flag if not None.
refresh (bool): Force a refresh of progress information. Default is False.
**fields (Any): Additional data fields required for rendering.
"""
with self._lock:
task = self._tasks[task_id]
completed_start = task.completed
if total is not None and total != task.total:
task.total = total
task._reset()
if advance is not None:
task.completed += advance
if completed is not None:
task.completed = completed
if description is not None:
task.description = description
if visible is not None:
task.visible = visible
task.fields.update(fields)
update_completed = task.completed - completed_start
current_time = self.get_time()
old_sample_time = current_time - self.speed_estimate_period
_progress = task._progress
popleft = _progress.popleft
while _progress and _progress[0].timestamp < old_sample_time:
popleft()
if update_completed > 0:
_progress.append(ProgressSample(current_time, update_completed))
2022-11-07 18:06:49 +00:00
if (
task.total is not None
and task.completed >= task.total
and task.finished_time is None
):
task.finished_time = task.elapsed
if refresh:
self.refresh()
def reset(
self,
task_id: TaskID,
*,
start: bool = True,
total: Optional[float] = None,
completed: int = 0,
visible: Optional[bool] = None,
description: Optional[str] = None,
**fields: Any,
) -> None:
"""Reset a task so completed is 0 and the clock is reset.
Args:
task_id (TaskID): ID of task.
start (bool, optional): Start the task after reset. Defaults to True.
total (float, optional): New total steps in task, or None to use current total. Defaults to None.
completed (int, optional): Number of steps completed. Defaults to 0.
2022-11-07 18:06:49 +00:00
visible (bool, optional): Enable display of the task. Defaults to True.
description (str, optional): Change task description if not None. Defaults to None.
**fields (str): Additional data fields required for rendering.
"""
current_time = self.get_time()
with self._lock:
task = self._tasks[task_id]
task._reset()
task.start_time = current_time if start else None
if total is not None:
task.total = total
task.completed = completed
if visible is not None:
task.visible = visible
if fields:
task.fields = fields
if description is not None:
task.description = description
task.finished_time = None
self.refresh()
def advance(self, task_id: TaskID, advance: float = 1) -> None:
"""Advance task by a number of steps.
Args:
task_id (TaskID): ID of task.
advance (float): Number of steps to advance. Default is 1.
"""
current_time = self.get_time()
with self._lock:
task = self._tasks[task_id]
completed_start = task.completed
task.completed += advance
update_completed = task.completed - completed_start
old_sample_time = current_time - self.speed_estimate_period
_progress = task._progress
popleft = _progress.popleft
while _progress and _progress[0].timestamp < old_sample_time:
popleft()
while len(_progress) > 1000:
popleft()
_progress.append(ProgressSample(current_time, update_completed))
2022-11-07 18:06:49 +00:00
if (
task.total is not None
and task.completed >= task.total
and task.finished_time is None
):
task.finished_time = task.elapsed
task.finished_speed = task.speed
def refresh(self) -> None:
"""Refresh (render) the progress information."""
if not self.disable and self.live.is_started:
self.live.refresh()
def get_renderable(self) -> RenderableType:
"""Get a renderable for the progress display."""
renderable = Group(*self.get_renderables())
return renderable
def get_renderables(self) -> Iterable[RenderableType]:
"""Get a number of renderables for the progress display."""
table = self.make_tasks_table(self.tasks)
yield table
def make_tasks_table(self, tasks: Iterable[Task]) -> Table:
"""Get a table to render the Progress display.
Args:
tasks (Iterable[Task]): An iterable of Task instances, one per row of the table.
Returns:
Table: A table instance.
"""
table_columns = (
(
Column(no_wrap=True)
if isinstance(_column, str)
else _column.get_table_column().copy()
)
for _column in self.columns
)
table = Table.grid(*table_columns, padding=(0, 1), expand=self.expand)
for task in tasks:
if task.visible:
table.add_row(
*(
(
column.format(task=task)
if isinstance(column, str)
else column(task)
)
for column in self.columns
)
)
return table
def __rich__(self) -> RenderableType:
"""Makes the Progress class itself renderable."""
with self._lock:
return self.get_renderable()
def add_task(
self,
description: str,
start: bool = True,
2022-11-07 18:06:49 +00:00
total: Optional[float] = 100.0,
completed: int = 0,
visible: bool = True,
**fields: Any,
) -> TaskID:
"""Add a new 'task' to the Progress display.
Args:
description (str): A description of the task.
start (bool, optional): Start the task immediately (to calculate elapsed time). If set to False,
you will need to call `start` manually. Defaults to True.
2022-11-07 18:06:49 +00:00
total (float, optional): Number of total steps in the progress if known.
Set to None to render a pulsing animation. Defaults to 100.
completed (int, optional): Number of steps completed so far. Defaults to 0.
visible (bool, optional): Enable display of the task. Defaults to True.
**fields (str): Additional data fields required for rendering.
Returns:
TaskID: An ID you can use when calling `update`.
"""
with self._lock:
task = Task(
self._task_index,
description,
total,
completed,
visible=visible,
fields=fields,
_get_time=self.get_time,
_lock=self._lock,
)
self._tasks[self._task_index] = task
if start:
self.start_task(self._task_index)
new_task_index = self._task_index
self._task_index = TaskID(int(self._task_index) + 1)
self.refresh()
return new_task_index
def remove_task(self, task_id: TaskID) -> None:
"""Delete a task if it exists.
Args:
task_id (TaskID): A task ID.
"""
with self._lock:
del self._tasks[task_id]
if __name__ == "__main__": # pragma: no coverage
import random
import time
from .panel import Panel
from .rule import Rule
from .syntax import Syntax
from .table import Table
syntax = Syntax(
'''def loop_last(values: Iterable[T]) -> Iterable[Tuple[bool, T]]:
"""Iterate and generate a tuple with a flag for last value."""
iter_values = iter(values)
try:
previous_value = next(iter_values)
except StopIteration:
return
for value in iter_values:
yield False, previous_value
previous_value = value
yield True, previous_value''',
"python",
line_numbers=True,
)
table = Table("foo", "bar", "baz")
table.add_row("1", "2", "3")
progress_renderables = [
"Text may be printed while the progress bars are rendering.",
Panel("In fact, [i]any[/i] renderable will work"),
"Such as [magenta]tables[/]...",
table,
"Pretty printed structures...",
{"type": "example", "text": "Pretty printed"},
"Syntax...",
syntax,
Rule("Give it a try!"),
]
from itertools import cycle
examples = cycle(progress_renderables)
console = Console(record=True)
with Progress(
SpinnerColumn(),
2022-11-07 18:06:49 +00:00
*Progress.get_default_columns(),
TimeElapsedColumn(),
console=console,
2022-11-07 18:06:49 +00:00
transient=False,
) as progress:
task1 = progress.add_task("[red]Downloading", total=1000)
task2 = progress.add_task("[green]Processing", total=1000)
2022-11-07 18:06:49 +00:00
task3 = progress.add_task("[yellow]Thinking", total=None)
while not progress.finished:
progress.update(task1, advance=0.5)
progress.update(task2, advance=0.3)
time.sleep(0.01)
if random.randint(0, 100) < 1:
progress.log(next(examples))