diff options
Diffstat (limited to '.venv/lib/python3.12/site-packages/tqdm')
34 files changed, 4819 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/tqdm/__init__.py b/.venv/lib/python3.12/site-packages/tqdm/__init__.py new file mode 100644 index 00000000..8081f77b --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/__init__.py @@ -0,0 +1,38 @@ +from ._monitor import TMonitor, TqdmSynchronisationWarning +from ._tqdm_pandas import tqdm_pandas +from .cli import main # TODO: remove in v5.0.0 +from .gui import tqdm as tqdm_gui # TODO: remove in v5.0.0 +from .gui import trange as tgrange # TODO: remove in v5.0.0 +from .std import ( + TqdmDeprecationWarning, TqdmExperimentalWarning, TqdmKeyError, TqdmMonitorWarning, + TqdmTypeError, TqdmWarning, tqdm, trange) +from .version import __version__ + +__all__ = ['tqdm', 'tqdm_gui', 'trange', 'tgrange', 'tqdm_pandas', + 'tqdm_notebook', 'tnrange', 'main', 'TMonitor', + 'TqdmTypeError', 'TqdmKeyError', + 'TqdmWarning', 'TqdmDeprecationWarning', + 'TqdmExperimentalWarning', + 'TqdmMonitorWarning', 'TqdmSynchronisationWarning', + '__version__'] + + +def tqdm_notebook(*args, **kwargs): # pragma: no cover + """See tqdm.notebook.tqdm for full documentation""" + from warnings import warn + + from .notebook import tqdm as _tqdm_notebook + warn("This function will be removed in tqdm==5.0.0\n" + "Please use `tqdm.notebook.tqdm` instead of `tqdm.tqdm_notebook`", + TqdmDeprecationWarning, stacklevel=2) + return _tqdm_notebook(*args, **kwargs) + + +def tnrange(*args, **kwargs): # pragma: no cover + """Shortcut for `tqdm.notebook.tqdm(range(*args), **kwargs)`.""" + from warnings import warn + + from .notebook import trange as _tnrange + warn("Please use `tqdm.notebook.trange` instead of `tqdm.tnrange`", + TqdmDeprecationWarning, stacklevel=2) + return _tnrange(*args, **kwargs) diff --git a/.venv/lib/python3.12/site-packages/tqdm/__main__.py b/.venv/lib/python3.12/site-packages/tqdm/__main__.py new file mode 100644 index 00000000..4e28416e --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/__main__.py @@ -0,0 +1,3 @@ +from .cli import main + +main() diff --git a/.venv/lib/python3.12/site-packages/tqdm/_dist_ver.py b/.venv/lib/python3.12/site-packages/tqdm/_dist_ver.py new file mode 100644 index 00000000..61af7d5b --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_dist_ver.py @@ -0,0 +1 @@ +__version__ = '4.67.1' diff --git a/.venv/lib/python3.12/site-packages/tqdm/_main.py b/.venv/lib/python3.12/site-packages/tqdm/_main.py new file mode 100644 index 00000000..04fdeeff --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_main.py @@ -0,0 +1,9 @@ +from warnings import warn + +from .cli import * # NOQA +from .cli import __all__ # NOQA +from .std import TqdmDeprecationWarning + +warn("This function will be removed in tqdm==5.0.0\n" + "Please use `tqdm.cli.*` instead of `tqdm._main.*`", + TqdmDeprecationWarning, stacklevel=2) diff --git a/.venv/lib/python3.12/site-packages/tqdm/_monitor.py b/.venv/lib/python3.12/site-packages/tqdm/_monitor.py new file mode 100644 index 00000000..f71aa568 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_monitor.py @@ -0,0 +1,95 @@ +import atexit +from threading import Event, Thread, current_thread +from time import time +from warnings import warn + +__all__ = ["TMonitor", "TqdmSynchronisationWarning"] + + +class TqdmSynchronisationWarning(RuntimeWarning): + """tqdm multi-thread/-process errors which may cause incorrect nesting + but otherwise no adverse effects""" + pass + + +class TMonitor(Thread): + """ + Monitoring thread for tqdm bars. + Monitors if tqdm bars are taking too much time to display + and readjusts miniters automatically if necessary. + + Parameters + ---------- + tqdm_cls : class + tqdm class to use (can be core tqdm or a submodule). + sleep_interval : float + Time to sleep between monitoring checks. + """ + _test = {} # internal vars for unit testing + + def __init__(self, tqdm_cls, sleep_interval): + Thread.__init__(self) + self.daemon = True # kill thread when main killed (KeyboardInterrupt) + self.woken = 0 # last time woken up, to sync with monitor + self.tqdm_cls = tqdm_cls + self.sleep_interval = sleep_interval + self._time = self._test.get("time", time) + self.was_killed = self._test.get("Event", Event)() + atexit.register(self.exit) + self.start() + + def exit(self): + self.was_killed.set() + if self is not current_thread(): + self.join() + return self.report() + + def get_instances(self): + # returns a copy of started `tqdm_cls` instances + return [i for i in self.tqdm_cls._instances.copy() + # Avoid race by checking that the instance started + if hasattr(i, 'start_t')] + + def run(self): + cur_t = self._time() + while True: + # After processing and before sleeping, notify that we woke + # Need to be done just before sleeping + self.woken = cur_t + # Sleep some time... + self.was_killed.wait(self.sleep_interval) + # Quit if killed + if self.was_killed.is_set(): + return + # Then monitor! + # Acquire lock (to access _instances) + with self.tqdm_cls.get_lock(): + cur_t = self._time() + # Check tqdm instances are waiting too long to print + instances = self.get_instances() + for instance in instances: + # Check event in loop to reduce blocking time on exit + if self.was_killed.is_set(): + return + # Only if mininterval > 1 (else iterations are just slow) + # and last refresh exceeded maxinterval + if ( + instance.miniters > 1 + and (cur_t - instance.last_print_t) >= instance.maxinterval + ): + # force bypassing miniters on next iteration + # (dynamic_miniters adjusts mininterval automatically) + instance.miniters = 1 + # Refresh now! (works only for manual tqdm) + instance.refresh(nolock=True) + # Remove accidental long-lived strong reference + del instance + if instances != self.get_instances(): # pragma: nocover + warn("Set changed size during iteration" + + " (see https://github.com/tqdm/tqdm/issues/481)", + TqdmSynchronisationWarning, stacklevel=2) + # Remove accidental long-lived strong references + del instances + + def report(self): + return not self.was_killed.is_set() diff --git a/.venv/lib/python3.12/site-packages/tqdm/_tqdm.py b/.venv/lib/python3.12/site-packages/tqdm/_tqdm.py new file mode 100644 index 00000000..7fc49627 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_tqdm.py @@ -0,0 +1,9 @@ +from warnings import warn + +from .std import * # NOQA +from .std import __all__ # NOQA +from .std import TqdmDeprecationWarning + +warn("This function will be removed in tqdm==5.0.0\n" + "Please use `tqdm.std.*` instead of `tqdm._tqdm.*`", + TqdmDeprecationWarning, stacklevel=2) diff --git a/.venv/lib/python3.12/site-packages/tqdm/_tqdm_gui.py b/.venv/lib/python3.12/site-packages/tqdm/_tqdm_gui.py new file mode 100644 index 00000000..f32aa894 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_tqdm_gui.py @@ -0,0 +1,9 @@ +from warnings import warn + +from .gui import * # NOQA +from .gui import __all__ # NOQA +from .std import TqdmDeprecationWarning + +warn("This function will be removed in tqdm==5.0.0\n" + "Please use `tqdm.gui.*` instead of `tqdm._tqdm_gui.*`", + TqdmDeprecationWarning, stacklevel=2) diff --git a/.venv/lib/python3.12/site-packages/tqdm/_tqdm_notebook.py b/.venv/lib/python3.12/site-packages/tqdm/_tqdm_notebook.py new file mode 100644 index 00000000..f225fbf5 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_tqdm_notebook.py @@ -0,0 +1,9 @@ +from warnings import warn + +from .notebook import * # NOQA +from .notebook import __all__ # NOQA +from .std import TqdmDeprecationWarning + +warn("This function will be removed in tqdm==5.0.0\n" + "Please use `tqdm.notebook.*` instead of `tqdm._tqdm_notebook.*`", + TqdmDeprecationWarning, stacklevel=2) diff --git a/.venv/lib/python3.12/site-packages/tqdm/_tqdm_pandas.py b/.venv/lib/python3.12/site-packages/tqdm/_tqdm_pandas.py new file mode 100644 index 00000000..c4fe6efd --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_tqdm_pandas.py @@ -0,0 +1,24 @@ +import sys + +__author__ = "github.com/casperdcl" +__all__ = ['tqdm_pandas'] + + +def tqdm_pandas(tclass, **tqdm_kwargs): + """ + Registers the given `tqdm` instance with + `pandas.core.groupby.DataFrameGroupBy.progress_apply`. + """ + from tqdm import TqdmDeprecationWarning + + if isinstance(tclass, type) or (getattr(tclass, '__name__', '').startswith( + 'tqdm_')): # delayed adapter case + TqdmDeprecationWarning( + "Please use `tqdm.pandas(...)` instead of `tqdm_pandas(tqdm, ...)`.", + fp_write=getattr(tqdm_kwargs.get('file', None), 'write', sys.stderr.write)) + tclass.pandas(**tqdm_kwargs) + else: + TqdmDeprecationWarning( + "Please use `tqdm.pandas(...)` instead of `tqdm_pandas(tqdm(...))`.", + fp_write=getattr(tclass.fp, 'write', sys.stderr.write)) + type(tclass).pandas(deprecated_t=tclass) diff --git a/.venv/lib/python3.12/site-packages/tqdm/_utils.py b/.venv/lib/python3.12/site-packages/tqdm/_utils.py new file mode 100644 index 00000000..385e849e --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/_utils.py @@ -0,0 +1,11 @@ +from warnings import warn + +from .std import TqdmDeprecationWarning +from .utils import ( # NOQA, pylint: disable=unused-import + CUR_OS, IS_NIX, IS_WIN, RE_ANSI, Comparable, FormatReplace, SimpleTextIOWrapper, + _environ_cols_wrapper, _is_ascii, _is_utf, _screen_shape_linux, _screen_shape_tput, + _screen_shape_windows, _screen_shape_wrapper, _supports_unicode, _term_move_up, colorama) + +warn("This function will be removed in tqdm==5.0.0\n" + "Please use `tqdm.utils.*` instead of `tqdm._utils.*`", + TqdmDeprecationWarning, stacklevel=2) diff --git a/.venv/lib/python3.12/site-packages/tqdm/asyncio.py b/.venv/lib/python3.12/site-packages/tqdm/asyncio.py new file mode 100644 index 00000000..2d00a0a2 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/asyncio.py @@ -0,0 +1,93 @@ +""" +Asynchronous progressbar decorator for iterators. +Includes a default `range` iterator printing to `stderr`. + +Usage: +>>> from tqdm.asyncio import trange, tqdm +>>> async for i in trange(10): +... ... +""" +import asyncio +from sys import version_info + +from .std import tqdm as std_tqdm + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['tqdm_asyncio', 'tarange', 'tqdm', 'trange'] + + +class tqdm_asyncio(std_tqdm): + """ + Asynchronous-friendly version of tqdm. + """ + def __init__(self, iterable=None, *args, **kwargs): + super().__init__(iterable, *args, **kwargs) + self.iterable_awaitable = False + if iterable is not None: + if hasattr(iterable, "__anext__"): + self.iterable_next = iterable.__anext__ + self.iterable_awaitable = True + elif hasattr(iterable, "__next__"): + self.iterable_next = iterable.__next__ + else: + self.iterable_iterator = iter(iterable) + self.iterable_next = self.iterable_iterator.__next__ + + def __aiter__(self): + return self + + async def __anext__(self): + try: + if self.iterable_awaitable: + res = await self.iterable_next() + else: + res = self.iterable_next() + self.update() + return res + except StopIteration: + self.close() + raise StopAsyncIteration + except BaseException: + self.close() + raise + + def send(self, *args, **kwargs): + return self.iterable.send(*args, **kwargs) + + @classmethod + def as_completed(cls, fs, *, loop=None, timeout=None, total=None, **tqdm_kwargs): + """ + Wrapper for `asyncio.as_completed`. + """ + if total is None: + total = len(fs) + kwargs = {} + if version_info[:2] < (3, 10): + kwargs['loop'] = loop + yield from cls(asyncio.as_completed(fs, timeout=timeout, **kwargs), + total=total, **tqdm_kwargs) + + @classmethod + async def gather(cls, *fs, loop=None, timeout=None, total=None, **tqdm_kwargs): + """ + Wrapper for `asyncio.gather`. + """ + async def wrap_awaitable(i, f): + return i, await f + + ifs = [wrap_awaitable(i, f) for i, f in enumerate(fs)] + res = [await f for f in cls.as_completed(ifs, loop=loop, timeout=timeout, + total=total, **tqdm_kwargs)] + return [i for _, i in sorted(res)] + + +def tarange(*args, **kwargs): + """ + A shortcut for `tqdm.asyncio.tqdm(range(*args), **kwargs)`. + """ + return tqdm_asyncio(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_asyncio +trange = tarange diff --git a/.venv/lib/python3.12/site-packages/tqdm/auto.py b/.venv/lib/python3.12/site-packages/tqdm/auto.py new file mode 100644 index 00000000..206c4409 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/auto.py @@ -0,0 +1,40 @@ +""" +Enables multiple commonly used features. + +Method resolution order: + +- `tqdm.autonotebook` without import warnings +- `tqdm.asyncio` +- `tqdm.std` base class + +Usage: +>>> from tqdm.auto import trange, tqdm +>>> for i in trange(10): +... ... +""" +import warnings + +from .std import TqdmExperimentalWarning + +with warnings.catch_warnings(): + warnings.simplefilter("ignore", category=TqdmExperimentalWarning) + from .autonotebook import tqdm as notebook_tqdm + +from .asyncio import tqdm as asyncio_tqdm +from .std import tqdm as std_tqdm + +if notebook_tqdm != std_tqdm: + class tqdm(notebook_tqdm, asyncio_tqdm): # pylint: disable=inconsistent-mro + pass +else: + tqdm = asyncio_tqdm + + +def trange(*args, **kwargs): + """ + A shortcut for `tqdm.auto.tqdm(range(*args), **kwargs)`. + """ + return tqdm(range(*args), **kwargs) + + +__all__ = ["tqdm", "trange"] diff --git a/.venv/lib/python3.12/site-packages/tqdm/autonotebook.py b/.venv/lib/python3.12/site-packages/tqdm/autonotebook.py new file mode 100644 index 00000000..a09f2ec4 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/autonotebook.py @@ -0,0 +1,29 @@ +""" +Automatically choose between `tqdm.notebook` and `tqdm.std`. + +Usage: +>>> from tqdm.autonotebook import trange, tqdm +>>> for i in trange(10): +... ... +""" +import sys +from warnings import warn + +try: + get_ipython = sys.modules['IPython'].get_ipython + if 'IPKernelApp' not in get_ipython().config: # pragma: no cover + raise ImportError("console") + from .notebook import WARN_NOIPYW, IProgress + if IProgress is None: + from .std import TqdmWarning + warn(WARN_NOIPYW, TqdmWarning, stacklevel=2) + raise ImportError('ipywidgets') +except Exception: + from .std import tqdm, trange +else: # pragma: no cover + from .notebook import tqdm, trange + from .std import TqdmExperimentalWarning + warn("Using `tqdm.autonotebook.tqdm` in notebook mode." + " Use `tqdm.tqdm` instead to force console mode" + " (e.g. in jupyter console)", TqdmExperimentalWarning, stacklevel=2) +__all__ = ["tqdm", "trange"] diff --git a/.venv/lib/python3.12/site-packages/tqdm/cli.py b/.venv/lib/python3.12/site-packages/tqdm/cli.py new file mode 100644 index 00000000..e54a7fc8 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/cli.py @@ -0,0 +1,324 @@ +""" +Module version for monitoring CLI pipes (`... | python -m tqdm | ...`). +""" +import logging +import re +import sys +from ast import literal_eval as numeric +from textwrap import indent + +from .std import TqdmKeyError, TqdmTypeError, tqdm +from .version import __version__ + +__all__ = ["main"] +log = logging.getLogger(__name__) + + +def cast(val, typ): + log.debug((val, typ)) + if " or " in typ: + for t in typ.split(" or "): + try: + return cast(val, t) + except TqdmTypeError: + pass + raise TqdmTypeError(f"{val} : {typ}") + + # sys.stderr.write('\ndebug | `val:type`: `' + val + ':' + typ + '`.\n') + if typ == 'bool': + if (val == 'True') or (val == ''): + return True + if val == 'False': + return False + raise TqdmTypeError(val + ' : ' + typ) + if typ == 'chr': + if len(val) == 1: + return val.encode() + if re.match(r"^\\\w+$", val): + return eval(f'"{val}"').encode() + raise TqdmTypeError(f"{val} : {typ}") + if typ == 'str': + return val + if typ == 'int': + try: + return int(val) + except ValueError as exc: + raise TqdmTypeError(f"{val} : {typ}") from exc + if typ == 'float': + try: + return float(val) + except ValueError as exc: + raise TqdmTypeError(f"{val} : {typ}") from exc + raise TqdmTypeError(f"{val} : {typ}") + + +def posix_pipe(fin, fout, delim=b'\\n', buf_size=256, + callback=lambda float: None, callback_len=True): + """ + Params + ------ + fin : binary file with `read(buf_size : int)` method + fout : binary file with `write` (and optionally `flush`) methods. + callback : function(float), e.g.: `tqdm.update` + callback_len : If (default: True) do `callback(len(buffer))`. + Otherwise, do `callback(data) for data in buffer.split(delim)`. + """ + fp_write = fout.write + + if not delim: + while True: + tmp = fin.read(buf_size) + + # flush at EOF + if not tmp: + getattr(fout, 'flush', lambda: None)() + return + + fp_write(tmp) + callback(len(tmp)) + # return + + buf = b'' + len_delim = len(delim) + # n = 0 + while True: + tmp = fin.read(buf_size) + + # flush at EOF + if not tmp: + if buf: + fp_write(buf) + if callback_len: + # n += 1 + buf.count(delim) + callback(1 + buf.count(delim)) + else: + for i in buf.split(delim): + callback(i) + getattr(fout, 'flush', lambda: None)() + return # n + + while True: + i = tmp.find(delim) + if i < 0: + buf += tmp + break + fp_write(buf + tmp[:i + len(delim)]) + # n += 1 + callback(1 if callback_len else (buf + tmp[:i])) + buf = b'' + tmp = tmp[i + len_delim:] + + +# ((opt, type), ... ) +RE_OPTS = re.compile(r'\n {4}(\S+)\s{2,}:\s*([^,]+)') +# better split method assuming no positional args +RE_SHLEX = re.compile(r'\s*(?<!\S)--?([^\s=]+)(\s+|=|$)') + +# TODO: add custom support for some of the following? +UNSUPPORTED_OPTS = ('iterable', 'gui', 'out', 'file') + +# The 8 leading spaces are required for consistency +CLI_EXTRA_DOC = r""" + Extra CLI Options + ----------------- + name : type, optional + TODO: find out why this is needed. + delim : chr, optional + Delimiting character [default: '\n']. Use '\0' for null. + N.B.: on Windows systems, Python converts '\n' to '\r\n'. + buf_size : int, optional + String buffer size in bytes [default: 256] + used when `delim` is specified. + bytes : bool, optional + If true, will count bytes, ignore `delim`, and default + `unit_scale` to True, `unit_divisor` to 1024, and `unit` to 'B'. + tee : bool, optional + If true, passes `stdin` to both `stderr` and `stdout`. + update : bool, optional + If true, will treat input as newly elapsed iterations, + i.e. numbers to pass to `update()`. Note that this is slow + (~2e5 it/s) since every input must be decoded as a number. + update_to : bool, optional + If true, will treat input as total elapsed iterations, + i.e. numbers to assign to `self.n`. Note that this is slow + (~2e5 it/s) since every input must be decoded as a number. + null : bool, optional + If true, will discard input (no stdout). + manpath : str, optional + Directory in which to install tqdm man pages. + comppath : str, optional + Directory in which to place tqdm completion. + log : str, optional + CRITICAL|FATAL|ERROR|WARN(ING)|[default: 'INFO']|DEBUG|NOTSET. +""" + + +def main(fp=sys.stderr, argv=None): + """ + Parameters (internal use only) + --------- + fp : file-like object for tqdm + argv : list (default: sys.argv[1:]) + """ + if argv is None: + argv = sys.argv[1:] + try: + log_idx = argv.index('--log') + except ValueError: + for i in argv: + if i.startswith('--log='): + logLevel = i[len('--log='):] + break + else: + logLevel = 'INFO' + else: + # argv.pop(log_idx) + # logLevel = argv.pop(log_idx) + logLevel = argv[log_idx + 1] + logging.basicConfig(level=getattr(logging, logLevel), + format="%(levelname)s:%(module)s:%(lineno)d:%(message)s") + + # py<3.13 doesn't dedent docstrings + d = (tqdm.__doc__ if sys.version_info < (3, 13) + else indent(tqdm.__doc__, " ")) + CLI_EXTRA_DOC + + opt_types = dict(RE_OPTS.findall(d)) + # opt_types['delim'] = 'chr' + + for o in UNSUPPORTED_OPTS: + opt_types.pop(o) + + log.debug(sorted(opt_types.items())) + + # d = RE_OPTS.sub(r' --\1=<\1> : \2', d) + split = RE_OPTS.split(d) + opt_types_desc = zip(split[1::3], split[2::3], split[3::3]) + d = ''.join(('\n --{0} : {2}{3}' if otd[1] == 'bool' else + '\n --{0}=<{1}> : {2}{3}').format( + otd[0].replace('_', '-'), otd[0], *otd[1:]) + for otd in opt_types_desc if otd[0] not in UNSUPPORTED_OPTS) + + help_short = "Usage:\n tqdm [--help | options]\n" + d = help_short + """ +Options: + -h, --help Print this help and exit. + -v, --version Print version and exit. +""" + d.strip('\n') + '\n' + + # opts = docopt(d, version=__version__) + if any(v in argv for v in ('-v', '--version')): + sys.stdout.write(__version__ + '\n') + sys.exit(0) + elif any(v in argv for v in ('-h', '--help')): + sys.stdout.write(d + '\n') + sys.exit(0) + elif argv and argv[0][:2] != '--': + sys.stderr.write(f"Error:Unknown argument:{argv[0]}\n{help_short}") + + argv = RE_SHLEX.split(' '.join(["tqdm"] + argv)) + opts = dict(zip(argv[1::3], argv[3::3])) + + log.debug(opts) + opts.pop('log', True) + + tqdm_args = {'file': fp} + try: + for (o, v) in opts.items(): + o = o.replace('-', '_') + try: + tqdm_args[o] = cast(v, opt_types[o]) + except KeyError as e: + raise TqdmKeyError(str(e)) + log.debug('args:' + str(tqdm_args)) + + delim_per_char = tqdm_args.pop('bytes', False) + update = tqdm_args.pop('update', False) + update_to = tqdm_args.pop('update_to', False) + if sum((delim_per_char, update, update_to)) > 1: + raise TqdmKeyError("Can only have one of --bytes --update --update_to") + except Exception: + fp.write("\nError:\n" + help_short) + stdin, stdout_write = sys.stdin, sys.stdout.write + for i in stdin: + stdout_write(i) + raise + else: + buf_size = tqdm_args.pop('buf_size', 256) + delim = tqdm_args.pop('delim', b'\\n') + tee = tqdm_args.pop('tee', False) + manpath = tqdm_args.pop('manpath', None) + comppath = tqdm_args.pop('comppath', None) + if tqdm_args.pop('null', False): + class stdout(object): + @staticmethod + def write(_): + pass + else: + stdout = sys.stdout + stdout = getattr(stdout, 'buffer', stdout) + stdin = getattr(sys.stdin, 'buffer', sys.stdin) + if manpath or comppath: + try: # py<3.9 + import importlib_resources as resources + except ImportError: + from importlib import resources + from pathlib import Path + + def cp(name, dst): + """copy resource `name` to `dst`""" + fi = resources.files('tqdm') / name + dst.write_bytes(fi.read_bytes()) + log.info("written:%s", dst) + if manpath is not None: + cp('tqdm.1', Path(manpath) / 'tqdm.1') + if comppath is not None: + cp('completion.sh', Path(comppath) / 'tqdm_completion.sh') + sys.exit(0) + if tee: + stdout_write = stdout.write + fp_write = getattr(fp, 'buffer', fp).write + + class stdout(object): # pylint: disable=function-redefined + @staticmethod + def write(x): + with tqdm.external_write_mode(file=fp): + fp_write(x) + stdout_write(x) + if delim_per_char: + tqdm_args.setdefault('unit', 'B') + tqdm_args.setdefault('unit_scale', True) + tqdm_args.setdefault('unit_divisor', 1024) + log.debug(tqdm_args) + with tqdm(**tqdm_args) as t: + posix_pipe(stdin, stdout, '', buf_size, t.update) + elif delim == b'\\n': + log.debug(tqdm_args) + write = stdout.write + if update or update_to: + with tqdm(**tqdm_args) as t: + if update: + def callback(i): + t.update(numeric(i.decode())) + else: # update_to + def callback(i): + t.update(numeric(i.decode()) - t.n) + for i in stdin: + write(i) + callback(i) + else: + for i in tqdm(stdin, **tqdm_args): + write(i) + else: + log.debug(tqdm_args) + with tqdm(**tqdm_args) as t: + callback_len = False + if update: + def callback(i): + t.update(numeric(i.decode())) + elif update_to: + def callback(i): + t.update(numeric(i.decode()) - t.n) + else: + callback = t.update + callback_len = True + posix_pipe(stdin, stdout, delim, buf_size, callback, callback_len) diff --git a/.venv/lib/python3.12/site-packages/tqdm/completion.sh b/.venv/lib/python3.12/site-packages/tqdm/completion.sh new file mode 100755 index 00000000..9f61c7f1 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/completion.sh @@ -0,0 +1,19 @@ +#!/usr/bin/env bash +_tqdm(){ + local cur prv + cur="${COMP_WORDS[COMP_CWORD]}" + prv="${COMP_WORDS[COMP_CWORD - 1]}" + + case ${prv} in + --bar_format|--buf_size|--colour|--comppath|--delay|--delim|--desc|--initial|--lock_args|--manpath|--maxinterval|--mininterval|--miniters|--ncols|--nrows|--position|--postfix|--smoothing|--total|--unit|--unit_divisor) + # await user input + ;; + "--log") + COMPREPLY=($(compgen -W 'CRITICAL FATAL ERROR WARN WARNING INFO DEBUG NOTSET' -- ${cur})) + ;; + *) + COMPREPLY=($(compgen -W '--ascii --bar_format --buf_size --bytes --colour --comppath --delay --delim --desc --disable --dynamic_ncols --help --initial --leave --lock_args --log --manpath --maxinterval --mininterval --miniters --ncols --nrows --null --position --postfix --smoothing --tee --total --unit --unit_divisor --unit_scale --update --update_to --version --write_bytes -h -v' -- ${cur})) + ;; + esac +} +complete -F _tqdm tqdm diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/__init__.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/__init__.py new file mode 100644 index 00000000..d059461f --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/__init__.py @@ -0,0 +1,92 @@ +""" +Thin wrappers around common functions. + +Subpackages contain potentially unstable extensions. +""" +from warnings import warn + +from ..auto import tqdm as tqdm_auto +from ..std import TqdmDeprecationWarning, tqdm +from ..utils import ObjectWrapper + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['tenumerate', 'tzip', 'tmap'] + + +class DummyTqdmFile(ObjectWrapper): + """Dummy file-like that will write to tqdm""" + + def __init__(self, wrapped): + super().__init__(wrapped) + self._buf = [] + + def write(self, x, nolock=False): + nl = b"\n" if isinstance(x, bytes) else "\n" + pre, sep, post = x.rpartition(nl) + if sep: + blank = type(nl)() + tqdm.write(blank.join(self._buf + [pre, sep]), + end=blank, file=self._wrapped, nolock=nolock) + self._buf = [post] + else: + self._buf.append(x) + + def __del__(self): + if self._buf: + blank = type(self._buf[0])() + try: + tqdm.write(blank.join(self._buf), end=blank, file=self._wrapped) + except (OSError, ValueError): + pass + + +def builtin_iterable(func): + """Returns `func`""" + warn("This function has no effect, and will be removed in tqdm==5.0.0", + TqdmDeprecationWarning, stacklevel=2) + return func + + +def tenumerate(iterable, start=0, total=None, tqdm_class=tqdm_auto, **tqdm_kwargs): + """ + Equivalent of `numpy.ndenumerate` or builtin `enumerate`. + + Parameters + ---------- + tqdm_class : [default: tqdm.auto.tqdm]. + """ + try: + import numpy as np + except ImportError: + pass + else: + if isinstance(iterable, np.ndarray): + return tqdm_class(np.ndenumerate(iterable), total=total or iterable.size, + **tqdm_kwargs) + return enumerate(tqdm_class(iterable, total=total, **tqdm_kwargs), start) + + +def tzip(iter1, *iter2plus, **tqdm_kwargs): + """ + Equivalent of builtin `zip`. + + Parameters + ---------- + tqdm_class : [default: tqdm.auto.tqdm]. + """ + kwargs = tqdm_kwargs.copy() + tqdm_class = kwargs.pop("tqdm_class", tqdm_auto) + for i in zip(tqdm_class(iter1, **kwargs), *iter2plus): + yield i + + +def tmap(function, *sequences, **tqdm_kwargs): + """ + Equivalent of builtin `map`. + + Parameters + ---------- + tqdm_class : [default: tqdm.auto.tqdm]. + """ + for i in tzip(*sequences, **tqdm_kwargs): + yield function(*i) diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/bells.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/bells.py new file mode 100644 index 00000000..5b8f4b9e --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/bells.py @@ -0,0 +1,26 @@ +""" +Even more features than `tqdm.auto` (all the bells & whistles): + +- `tqdm.auto` +- `tqdm.tqdm.pandas` +- `tqdm.contrib.telegram` + + uses `${TQDM_TELEGRAM_TOKEN}` and `${TQDM_TELEGRAM_CHAT_ID}` +- `tqdm.contrib.discord` + + uses `${TQDM_DISCORD_TOKEN}` and `${TQDM_DISCORD_CHANNEL_ID}` +""" +__all__ = ['tqdm', 'trange'] +import warnings +from os import getenv + +if getenv("TQDM_SLACK_TOKEN") and getenv("TQDM_SLACK_CHANNEL"): + from .slack import tqdm, trange +elif getenv("TQDM_TELEGRAM_TOKEN") and getenv("TQDM_TELEGRAM_CHAT_ID"): + from .telegram import tqdm, trange +elif getenv("TQDM_DISCORD_TOKEN") and getenv("TQDM_DISCORD_CHANNEL_ID"): + from .discord import tqdm, trange +else: + from ..auto import tqdm, trange + +with warnings.catch_warnings(): + warnings.simplefilter("ignore", category=FutureWarning) + tqdm.pandas() diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/concurrent.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/concurrent.py new file mode 100644 index 00000000..cd81d622 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/concurrent.py @@ -0,0 +1,105 @@ +""" +Thin wrappers around `concurrent.futures`. +""" +from contextlib import contextmanager +from operator import length_hint +from os import cpu_count + +from ..auto import tqdm as tqdm_auto +from ..std import TqdmWarning + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['thread_map', 'process_map'] + + +@contextmanager +def ensure_lock(tqdm_class, lock_name=""): + """get (create if necessary) and then restore `tqdm_class`'s lock""" + old_lock = getattr(tqdm_class, '_lock', None) # don't create a new lock + lock = old_lock or tqdm_class.get_lock() # maybe create a new lock + lock = getattr(lock, lock_name, lock) # maybe subtype + tqdm_class.set_lock(lock) + yield lock + if old_lock is None: + del tqdm_class._lock + else: + tqdm_class.set_lock(old_lock) + + +def _executor_map(PoolExecutor, fn, *iterables, **tqdm_kwargs): + """ + Implementation of `thread_map` and `process_map`. + + Parameters + ---------- + tqdm_class : [default: tqdm.auto.tqdm]. + max_workers : [default: min(32, cpu_count() + 4)]. + chunksize : [default: 1]. + lock_name : [default: "":str]. + """ + kwargs = tqdm_kwargs.copy() + if "total" not in kwargs: + kwargs["total"] = length_hint(iterables[0]) + tqdm_class = kwargs.pop("tqdm_class", tqdm_auto) + max_workers = kwargs.pop("max_workers", min(32, cpu_count() + 4)) + chunksize = kwargs.pop("chunksize", 1) + lock_name = kwargs.pop("lock_name", "") + with ensure_lock(tqdm_class, lock_name=lock_name) as lk: + # share lock in case workers are already using `tqdm` + with PoolExecutor(max_workers=max_workers, initializer=tqdm_class.set_lock, + initargs=(lk,)) as ex: + return list(tqdm_class(ex.map(fn, *iterables, chunksize=chunksize), **kwargs)) + + +def thread_map(fn, *iterables, **tqdm_kwargs): + """ + Equivalent of `list(map(fn, *iterables))` + driven by `concurrent.futures.ThreadPoolExecutor`. + + Parameters + ---------- + tqdm_class : optional + `tqdm` class to use for bars [default: tqdm.auto.tqdm]. + max_workers : int, optional + Maximum number of workers to spawn; passed to + `concurrent.futures.ThreadPoolExecutor.__init__`. + [default: max(32, cpu_count() + 4)]. + """ + from concurrent.futures import ThreadPoolExecutor + return _executor_map(ThreadPoolExecutor, fn, *iterables, **tqdm_kwargs) + + +def process_map(fn, *iterables, **tqdm_kwargs): + """ + Equivalent of `list(map(fn, *iterables))` + driven by `concurrent.futures.ProcessPoolExecutor`. + + Parameters + ---------- + tqdm_class : optional + `tqdm` class to use for bars [default: tqdm.auto.tqdm]. + max_workers : int, optional + Maximum number of workers to spawn; passed to + `concurrent.futures.ProcessPoolExecutor.__init__`. + [default: min(32, cpu_count() + 4)]. + chunksize : int, optional + Size of chunks sent to worker processes; passed to + `concurrent.futures.ProcessPoolExecutor.map`. [default: 1]. + lock_name : str, optional + Member of `tqdm_class.get_lock()` to use [default: mp_lock]. + """ + from concurrent.futures import ProcessPoolExecutor + if iterables and "chunksize" not in tqdm_kwargs: + # default `chunksize=1` has poor performance for large iterables + # (most time spent dispatching items to workers). + longest_iterable_len = max(map(length_hint, iterables)) + if longest_iterable_len > 1000: + from warnings import warn + warn("Iterable length %d > 1000 but `chunksize` is not set." + " This may seriously degrade multiprocess performance." + " Set `chunksize=1` or more." % longest_iterable_len, + TqdmWarning, stacklevel=2) + if "lock_name" not in tqdm_kwargs: + tqdm_kwargs = tqdm_kwargs.copy() + tqdm_kwargs["lock_name"] = "mp_lock" + return _executor_map(ProcessPoolExecutor, fn, *iterables, **tqdm_kwargs) diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/discord.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/discord.py new file mode 100644 index 00000000..574baa84 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/discord.py @@ -0,0 +1,156 @@ +""" +Sends updates to a Discord bot. + +Usage: +>>> from tqdm.contrib.discord import tqdm, trange +>>> for i in trange(10, token='{token}', channel_id='{channel_id}'): +... ... + + +""" +from os import getenv +from warnings import warn + +from requests import Session +from requests.utils import default_user_agent + +from ..auto import tqdm as tqdm_auto +from ..std import TqdmWarning +from ..version import __version__ +from .utils_worker import MonoWorker + +__author__ = {"github.com/": ["casperdcl", "guigoruiz1"]} +__all__ = ['DiscordIO', 'tqdm_discord', 'tdrange', 'tqdm', 'trange'] + + +class DiscordIO(MonoWorker): + """Non-blocking file-like IO using a Discord Bot.""" + API = "https://discord.com/api/v10" + UA = f"tqdm (https://tqdm.github.io, {__version__}) {default_user_agent()}" + + def __init__(self, token, channel_id): + """Creates a new message in the given `channel_id`.""" + super().__init__() + self.token = token + self.channel_id = channel_id + self.session = Session() + self.text = self.__class__.__name__ + self.message_id + + @property + def message_id(self): + if hasattr(self, '_message_id'): + return self._message_id + try: + res = self.session.post( + f'{self.API}/channels/{self.channel_id}/messages', + headers={'Authorization': f'Bot {self.token}', 'User-Agent': self.UA}, + json={'content': f"`{self.text}`"}).json() + except Exception as e: + tqdm_auto.write(str(e)) + else: + if res.get('error_code') == 429: + warn("Creation rate limit: try increasing `mininterval`.", + TqdmWarning, stacklevel=2) + else: + self._message_id = res['id'] + return self._message_id + + def write(self, s): + """Replaces internal `message_id`'s text with `s`.""" + if not s: + s = "..." + s = s.replace('\r', '').strip() + if s == self.text: + return # avoid duplicate message Bot error + message_id = self.message_id + if message_id is None: + return + self.text = s + try: + future = self.submit( + self.session.patch, + f'{self.API}/channels/{self.channel_id}/messages/{message_id}', + headers={'Authorization': f'Bot {self.token}', 'User-Agent': self.UA}, + json={'content': f"`{self.text}`"}) + except Exception as e: + tqdm_auto.write(str(e)) + else: + return future + + def delete(self): + """Deletes internal `message_id`.""" + try: + future = self.submit( + self.session.delete, + f'{self.API}/channels/{self.channel_id}/messages/{self.message_id}', + headers={'Authorization': f'Bot {self.token}', 'User-Agent': self.UA}) + except Exception as e: + tqdm_auto.write(str(e)) + else: + return future + + +class tqdm_discord(tqdm_auto): + """ + Standard `tqdm.auto.tqdm` but also sends updates to a Discord Bot. + May take a few seconds to create (`__init__`). + + - create a discord bot (not public, no requirement of OAuth2 code + grant, only send message permissions) & invite it to a channel: + <https://discordpy.readthedocs.io/en/latest/discord.html> + - copy the bot `{token}` & `{channel_id}` and paste below + + >>> from tqdm.contrib.discord import tqdm, trange + >>> for i in tqdm(iterable, token='{token}', channel_id='{channel_id}'): + ... ... + """ + def __init__(self, *args, **kwargs): + """ + Parameters + ---------- + token : str, required. Discord bot token + [default: ${TQDM_DISCORD_TOKEN}]. + channel_id : int, required. Discord channel ID + [default: ${TQDM_DISCORD_CHANNEL_ID}]. + + See `tqdm.auto.tqdm.__init__` for other parameters. + """ + if not kwargs.get('disable'): + kwargs = kwargs.copy() + self.dio = DiscordIO( + kwargs.pop('token', getenv('TQDM_DISCORD_TOKEN')), + kwargs.pop('channel_id', getenv('TQDM_DISCORD_CHANNEL_ID'))) + super().__init__(*args, **kwargs) + + def display(self, **kwargs): + super().display(**kwargs) + fmt = self.format_dict + if fmt.get('bar_format', None): + fmt['bar_format'] = fmt['bar_format'].replace( + '<bar/>', '{bar:10u}').replace('{bar}', '{bar:10u}') + else: + fmt['bar_format'] = '{l_bar}{bar:10u}{r_bar}' + self.dio.write(self.format_meter(**fmt)) + + def clear(self, *args, **kwargs): + super().clear(*args, **kwargs) + if not self.disable: + self.dio.write("") + + def close(self): + if self.disable: + return + super().close() + if not (self.leave or (self.leave is None and self.pos == 0)): + self.dio.delete() + + +def tdrange(*args, **kwargs): + """Shortcut for `tqdm.contrib.discord.tqdm(range(*args), **kwargs)`.""" + return tqdm_discord(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_discord +trange = tdrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/itertools.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/itertools.py new file mode 100644 index 00000000..e67651a4 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/itertools.py @@ -0,0 +1,35 @@ +""" +Thin wrappers around `itertools`. +""" +import itertools + +from ..auto import tqdm as tqdm_auto + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['product'] + + +def product(*iterables, **tqdm_kwargs): + """ + Equivalent of `itertools.product`. + + Parameters + ---------- + tqdm_class : [default: tqdm.auto.tqdm]. + """ + kwargs = tqdm_kwargs.copy() + tqdm_class = kwargs.pop("tqdm_class", tqdm_auto) + try: + lens = list(map(len, iterables)) + except TypeError: + total = None + else: + total = 1 + for i in lens: + total *= i + kwargs.setdefault("total", total) + with tqdm_class(**kwargs) as t: + it = itertools.product(*iterables) + for i in it: + yield i + t.update() diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/logging.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/logging.py new file mode 100644 index 00000000..e06febe3 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/logging.py @@ -0,0 +1,126 @@ +""" +Helper functionality for interoperability with stdlib `logging`. +""" +import logging +import sys +from contextlib import contextmanager + +try: + from typing import Iterator, List, Optional, Type # noqa: F401 +except ImportError: + pass + +from ..std import tqdm as std_tqdm + + +class _TqdmLoggingHandler(logging.StreamHandler): + def __init__( + self, + tqdm_class=std_tqdm # type: Type[std_tqdm] + ): + super().__init__() + self.tqdm_class = tqdm_class + + def emit(self, record): + try: + msg = self.format(record) + self.tqdm_class.write(msg, file=self.stream) + self.flush() + except (KeyboardInterrupt, SystemExit): + raise + except: # noqa pylint: disable=bare-except + self.handleError(record) + + +def _is_console_logging_handler(handler): + return (isinstance(handler, logging.StreamHandler) + and handler.stream in {sys.stdout, sys.stderr}) + + +def _get_first_found_console_logging_handler(handlers): + for handler in handlers: + if _is_console_logging_handler(handler): + return handler + + +@contextmanager +def logging_redirect_tqdm( + loggers=None, # type: Optional[List[logging.Logger]], + tqdm_class=std_tqdm # type: Type[std_tqdm] +): + # type: (...) -> Iterator[None] + """ + Context manager redirecting console logging to `tqdm.write()`, leaving + other logging handlers (e.g. log files) unaffected. + + Parameters + ---------- + loggers : list, optional + Which handlers to redirect (default: [logging.root]). + tqdm_class : optional + + Example + ------- + ```python + import logging + from tqdm import trange + from tqdm.contrib.logging import logging_redirect_tqdm + + LOG = logging.getLogger(__name__) + + if __name__ == '__main__': + logging.basicConfig(level=logging.INFO) + with logging_redirect_tqdm(): + for i in trange(9): + if i == 4: + LOG.info("console logging redirected to `tqdm.write()`") + # logging restored + ``` + """ + if loggers is None: + loggers = [logging.root] + original_handlers_list = [logger.handlers for logger in loggers] + try: + for logger in loggers: + tqdm_handler = _TqdmLoggingHandler(tqdm_class) + orig_handler = _get_first_found_console_logging_handler(logger.handlers) + if orig_handler is not None: + tqdm_handler.setFormatter(orig_handler.formatter) + tqdm_handler.stream = orig_handler.stream + logger.handlers = [ + handler for handler in logger.handlers + if not _is_console_logging_handler(handler)] + [tqdm_handler] + yield + finally: + for logger, original_handlers in zip(loggers, original_handlers_list): + logger.handlers = original_handlers + + +@contextmanager +def tqdm_logging_redirect( + *args, + # loggers=None, # type: Optional[List[logging.Logger]] + # tqdm=None, # type: Optional[Type[tqdm.tqdm]] + **kwargs +): + # type: (...) -> Iterator[None] + """ + Convenience shortcut for: + ```python + with tqdm_class(*args, **tqdm_kwargs) as pbar: + with logging_redirect_tqdm(loggers=loggers, tqdm_class=tqdm_class): + yield pbar + ``` + + Parameters + ---------- + tqdm_class : optional, (default: tqdm.std.tqdm). + loggers : optional, list. + **tqdm_kwargs : passed to `tqdm_class`. + """ + tqdm_kwargs = kwargs.copy() + loggers = tqdm_kwargs.pop('loggers', None) + tqdm_class = tqdm_kwargs.pop('tqdm_class', std_tqdm) + with tqdm_class(*args, **tqdm_kwargs) as pbar: + with logging_redirect_tqdm(loggers=loggers, tqdm_class=tqdm_class): + yield pbar diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/slack.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/slack.py new file mode 100644 index 00000000..9bca8ee9 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/slack.py @@ -0,0 +1,120 @@ +""" +Sends updates to a Slack app. + +Usage: +>>> from tqdm.contrib.slack import tqdm, trange +>>> for i in trange(10, token='{token}', channel='{channel}'): +... ... + + +""" +import logging +from os import getenv + +try: + from slack_sdk import WebClient +except ImportError: + raise ImportError("Please `pip install slack-sdk`") + +from ..auto import tqdm as tqdm_auto +from .utils_worker import MonoWorker + +__author__ = {"github.com/": ["0x2b3bfa0", "casperdcl"]} +__all__ = ['SlackIO', 'tqdm_slack', 'tsrange', 'tqdm', 'trange'] + + +class SlackIO(MonoWorker): + """Non-blocking file-like IO using a Slack app.""" + def __init__(self, token, channel): + """Creates a new message in the given `channel`.""" + super().__init__() + self.client = WebClient(token=token) + self.text = self.__class__.__name__ + try: + self.message = self.client.chat_postMessage(channel=channel, text=self.text) + except Exception as e: + tqdm_auto.write(str(e)) + self.message = None + + def write(self, s): + """Replaces internal `message`'s text with `s`.""" + if not s: + s = "..." + s = s.replace('\r', '').strip() + if s == self.text: + return # skip duplicate message + message = self.message + if message is None: + return + self.text = s + try: + future = self.submit(self.client.chat_update, channel=message['channel'], + ts=message['ts'], text='`' + s + '`') + except Exception as e: + tqdm_auto.write(str(e)) + else: + return future + + +class tqdm_slack(tqdm_auto): + """ + Standard `tqdm.auto.tqdm` but also sends updates to a Slack app. + May take a few seconds to create (`__init__`). + + - create a Slack app with the `chat:write` scope & invite it to a + channel: <https://api.slack.com/authentication/basics> + - copy the bot `{token}` & `{channel}` and paste below + >>> from tqdm.contrib.slack import tqdm, trange + >>> for i in tqdm(iterable, token='{token}', channel='{channel}'): + ... ... + """ + def __init__(self, *args, **kwargs): + """ + Parameters + ---------- + token : str, required. Slack token + [default: ${TQDM_SLACK_TOKEN}]. + channel : int, required. Slack channel + [default: ${TQDM_SLACK_CHANNEL}]. + mininterval : float, optional. + Minimum of [default: 1.5] to avoid rate limit. + + See `tqdm.auto.tqdm.__init__` for other parameters. + """ + if not kwargs.get('disable'): + kwargs = kwargs.copy() + logging.getLogger("HTTPClient").setLevel(logging.WARNING) + self.sio = SlackIO( + kwargs.pop('token', getenv("TQDM_SLACK_TOKEN")), + kwargs.pop('channel', getenv("TQDM_SLACK_CHANNEL"))) + kwargs['mininterval'] = max(1.5, kwargs.get('mininterval', 1.5)) + super().__init__(*args, **kwargs) + + def display(self, **kwargs): + super().display(**kwargs) + fmt = self.format_dict + if fmt.get('bar_format', None): + fmt['bar_format'] = fmt['bar_format'].replace( + '<bar/>', '`{bar:10}`').replace('{bar}', '`{bar:10u}`') + else: + fmt['bar_format'] = '{l_bar}`{bar:10}`{r_bar}' + if fmt['ascii'] is False: + fmt['ascii'] = [":black_square:", ":small_blue_diamond:", ":large_blue_diamond:", + ":large_blue_square:"] + fmt['ncols'] = 336 + self.sio.write(self.format_meter(**fmt)) + + def clear(self, *args, **kwargs): + super().clear(*args, **kwargs) + if not self.disable: + self.sio.write("") + + +def tsrange(*args, **kwargs): + """Shortcut for `tqdm.contrib.slack.tqdm(range(*args), **kwargs)`.""" + return tqdm_slack(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_slack +trange = tsrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/telegram.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/telegram.py new file mode 100644 index 00000000..01915180 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/telegram.py @@ -0,0 +1,153 @@ +""" +Sends updates to a Telegram bot. + +Usage: +>>> from tqdm.contrib.telegram import tqdm, trange +>>> for i in trange(10, token='{token}', chat_id='{chat_id}'): +... ... + + +""" +from os import getenv +from warnings import warn + +from requests import Session + +from ..auto import tqdm as tqdm_auto +from ..std import TqdmWarning +from .utils_worker import MonoWorker + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['TelegramIO', 'tqdm_telegram', 'ttgrange', 'tqdm', 'trange'] + + +class TelegramIO(MonoWorker): + """Non-blocking file-like IO using a Telegram Bot.""" + API = 'https://api.telegram.org/bot' + + def __init__(self, token, chat_id): + """Creates a new message in the given `chat_id`.""" + super().__init__() + self.token = token + self.chat_id = chat_id + self.session = Session() + self.text = self.__class__.__name__ + self.message_id + + @property + def message_id(self): + if hasattr(self, '_message_id'): + return self._message_id + try: + res = self.session.post( + self.API + '%s/sendMessage' % self.token, + data={'text': '`' + self.text + '`', 'chat_id': self.chat_id, + 'parse_mode': 'MarkdownV2'}).json() + except Exception as e: + tqdm_auto.write(str(e)) + else: + if res.get('error_code') == 429: + warn("Creation rate limit: try increasing `mininterval`.", + TqdmWarning, stacklevel=2) + else: + self._message_id = res['result']['message_id'] + return self._message_id + + def write(self, s): + """Replaces internal `message_id`'s text with `s`.""" + if not s: + s = "..." + s = s.replace('\r', '').strip() + if s == self.text: + return # avoid duplicate message Bot error + message_id = self.message_id + if message_id is None: + return + self.text = s + try: + future = self.submit( + self.session.post, self.API + '%s/editMessageText' % self.token, + data={'text': '`' + s + '`', 'chat_id': self.chat_id, + 'message_id': message_id, 'parse_mode': 'MarkdownV2'}) + except Exception as e: + tqdm_auto.write(str(e)) + else: + return future + + def delete(self): + """Deletes internal `message_id`.""" + try: + future = self.submit( + self.session.post, self.API + '%s/deleteMessage' % self.token, + data={'chat_id': self.chat_id, 'message_id': self.message_id}) + except Exception as e: + tqdm_auto.write(str(e)) + else: + return future + + +class tqdm_telegram(tqdm_auto): + """ + Standard `tqdm.auto.tqdm` but also sends updates to a Telegram Bot. + May take a few seconds to create (`__init__`). + + - create a bot <https://core.telegram.org/bots#6-botfather> + - copy its `{token}` + - add the bot to a chat and send it a message such as `/start` + - go to <https://api.telegram.org/bot`{token}`/getUpdates> to find out + the `{chat_id}` + - paste the `{token}` & `{chat_id}` below + + >>> from tqdm.contrib.telegram import tqdm, trange + >>> for i in tqdm(iterable, token='{token}', chat_id='{chat_id}'): + ... ... + """ + def __init__(self, *args, **kwargs): + """ + Parameters + ---------- + token : str, required. Telegram token + [default: ${TQDM_TELEGRAM_TOKEN}]. + chat_id : str, required. Telegram chat ID + [default: ${TQDM_TELEGRAM_CHAT_ID}]. + + See `tqdm.auto.tqdm.__init__` for other parameters. + """ + if not kwargs.get('disable'): + kwargs = kwargs.copy() + self.tgio = TelegramIO( + kwargs.pop('token', getenv('TQDM_TELEGRAM_TOKEN')), + kwargs.pop('chat_id', getenv('TQDM_TELEGRAM_CHAT_ID'))) + super().__init__(*args, **kwargs) + + def display(self, **kwargs): + super().display(**kwargs) + fmt = self.format_dict + if fmt.get('bar_format', None): + fmt['bar_format'] = fmt['bar_format'].replace( + '<bar/>', '{bar:10u}').replace('{bar}', '{bar:10u}') + else: + fmt['bar_format'] = '{l_bar}{bar:10u}{r_bar}' + self.tgio.write(self.format_meter(**fmt)) + + def clear(self, *args, **kwargs): + super().clear(*args, **kwargs) + if not self.disable: + self.tgio.write("") + + def close(self): + if self.disable: + return + super().close() + if not (self.leave or (self.leave is None and self.pos == 0)): + self.tgio.delete() + + +def ttgrange(*args, **kwargs): + """Shortcut for `tqdm.contrib.telegram.tqdm(range(*args), **kwargs)`.""" + return tqdm_telegram(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_telegram +trange = ttgrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/contrib/utils_worker.py b/.venv/lib/python3.12/site-packages/tqdm/contrib/utils_worker.py new file mode 100644 index 00000000..2a03a2a8 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/contrib/utils_worker.py @@ -0,0 +1,38 @@ +""" +IO/concurrency helpers for `tqdm.contrib`. +""" +from collections import deque +from concurrent.futures import ThreadPoolExecutor + +from ..auto import tqdm as tqdm_auto + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['MonoWorker'] + + +class MonoWorker(object): + """ + Supports one running task and one waiting task. + The waiting task is the most recent submitted (others are discarded). + """ + def __init__(self): + self.pool = ThreadPoolExecutor(max_workers=1) + self.futures = deque([], 2) + + def submit(self, func, *args, **kwargs): + """`func(*args, **kwargs)` may replace currently waiting task.""" + futures = self.futures + if len(futures) == futures.maxlen: + running = futures.popleft() + if not running.done(): + if len(futures): # clear waiting + waiting = futures.pop() + waiting.cancel() + futures.appendleft(running) # re-insert running + try: + waiting = self.pool.submit(func, *args, **kwargs) + except Exception as e: + tqdm_auto.write(str(e)) + else: + futures.append(waiting) + return waiting diff --git a/.venv/lib/python3.12/site-packages/tqdm/dask.py b/.venv/lib/python3.12/site-packages/tqdm/dask.py new file mode 100644 index 00000000..57f1b668 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/dask.py @@ -0,0 +1,44 @@ +from functools import partial + +from dask.callbacks import Callback + +from .auto import tqdm as tqdm_auto + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['TqdmCallback'] + + +class TqdmCallback(Callback): + """Dask callback for task progress.""" + def __init__(self, start=None, pretask=None, tqdm_class=tqdm_auto, + **tqdm_kwargs): + """ + Parameters + ---------- + tqdm_class : optional + `tqdm` class to use for bars [default: `tqdm.auto.tqdm`]. + tqdm_kwargs : optional + Any other arguments used for all bars. + """ + super().__init__(start=start, pretask=pretask) + if tqdm_kwargs: + tqdm_class = partial(tqdm_class, **tqdm_kwargs) + self.tqdm_class = tqdm_class + + def _start_state(self, _, state): + self.pbar = self.tqdm_class(total=sum( + len(state[k]) for k in ['ready', 'waiting', 'running', 'finished'])) + + def _posttask(self, *_, **__): + self.pbar.update() + + def _finish(self, *_, **__): + self.pbar.close() + + def display(self): + """Displays in the current cell in Notebooks.""" + container = getattr(self.bar, 'container', None) + if container is None: + return + from .notebook import display + display(container) diff --git a/.venv/lib/python3.12/site-packages/tqdm/gui.py b/.venv/lib/python3.12/site-packages/tqdm/gui.py new file mode 100644 index 00000000..cb52fb91 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/gui.py @@ -0,0 +1,179 @@ +""" +Matplotlib GUI progressbar decorator for iterators. + +Usage: +>>> from tqdm.gui import trange, tqdm +>>> for i in trange(10): +... ... +""" +# future division is important to divide integers and get as +# a result precise floating numbers (instead of truncated int) +import re +from warnings import warn + +# to inherit from the tqdm class +from .std import TqdmExperimentalWarning +from .std import tqdm as std_tqdm + +# import compatibility functions and utilities + +__author__ = {"github.com/": ["casperdcl", "lrq3000"]} +__all__ = ['tqdm_gui', 'tgrange', 'tqdm', 'trange'] + + +class tqdm_gui(std_tqdm): # pragma: no cover + """Experimental Matplotlib GUI version of tqdm!""" + # TODO: @classmethod: write() on GUI? + def __init__(self, *args, **kwargs): + from collections import deque + + import matplotlib as mpl + import matplotlib.pyplot as plt + kwargs = kwargs.copy() + kwargs['gui'] = True + colour = kwargs.pop('colour', 'g') + super().__init__(*args, **kwargs) + + if self.disable: + return + + warn("GUI is experimental/alpha", TqdmExperimentalWarning, stacklevel=2) + self.mpl = mpl + self.plt = plt + + # Remember if external environment uses toolbars + self.toolbar = self.mpl.rcParams['toolbar'] + self.mpl.rcParams['toolbar'] = 'None' + + self.mininterval = max(self.mininterval, 0.5) + self.fig, ax = plt.subplots(figsize=(9, 2.2)) + # self.fig.subplots_adjust(bottom=0.2) + total = self.__len__() # avoids TypeError on None #971 + if total is not None: + self.xdata = [] + self.ydata = [] + self.zdata = [] + else: + self.xdata = deque([]) + self.ydata = deque([]) + self.zdata = deque([]) + self.line1, = ax.plot(self.xdata, self.ydata, color='b') + self.line2, = ax.plot(self.xdata, self.zdata, color='k') + ax.set_ylim(0, 0.001) + if total is not None: + ax.set_xlim(0, 100) + ax.set_xlabel("percent") + self.fig.legend((self.line1, self.line2), ("cur", "est"), + loc='center right') + # progressbar + self.hspan = plt.axhspan(0, 0.001, xmin=0, xmax=0, color=colour) + else: + # ax.set_xlim(-60, 0) + ax.set_xlim(0, 60) + ax.invert_xaxis() + ax.set_xlabel("seconds") + ax.legend(("cur", "est"), loc='lower left') + ax.grid() + # ax.set_xlabel('seconds') + ax.set_ylabel((self.unit if self.unit else "it") + "/s") + if self.unit_scale: + plt.ticklabel_format(style='sci', axis='y', scilimits=(0, 0)) + ax.yaxis.get_offset_text().set_x(-0.15) + + # Remember if external environment is interactive + self.wasion = plt.isinteractive() + plt.ion() + self.ax = ax + + def close(self): + if self.disable: + return + + self.disable = True + + with self.get_lock(): + self._instances.remove(self) + + # Restore toolbars + self.mpl.rcParams['toolbar'] = self.toolbar + # Return to non-interactive mode + if not self.wasion: + self.plt.ioff() + if self.leave: + self.display() + else: + self.plt.close(self.fig) + + def clear(self, *_, **__): + pass + + def display(self, *_, **__): + n = self.n + cur_t = self._time() + elapsed = cur_t - self.start_t + delta_it = n - self.last_print_n + delta_t = cur_t - self.last_print_t + + # Inline due to multiple calls + total = self.total + xdata = self.xdata + ydata = self.ydata + zdata = self.zdata + ax = self.ax + line1 = self.line1 + line2 = self.line2 + hspan = getattr(self, 'hspan', None) + # instantaneous rate + y = delta_it / delta_t + # overall rate + z = n / elapsed + # update line data + xdata.append(n * 100.0 / total if total else cur_t) + ydata.append(y) + zdata.append(z) + + # Discard old values + # xmin, xmax = ax.get_xlim() + # if (not total) and elapsed > xmin * 1.1: + if (not total) and elapsed > 66: + xdata.popleft() + ydata.popleft() + zdata.popleft() + + ymin, ymax = ax.get_ylim() + if y > ymax or z > ymax: + ymax = 1.1 * y + ax.set_ylim(ymin, ymax) + ax.figure.canvas.draw() + + if total: + line1.set_data(xdata, ydata) + line2.set_data(xdata, zdata) + if hspan: + hspan.set_xy((0, ymin)) + hspan.set_height(ymax - ymin) + hspan.set_width(n / total) + else: + t_ago = [cur_t - i for i in xdata] + line1.set_data(t_ago, ydata) + line2.set_data(t_ago, zdata) + + d = self.format_dict + # remove {bar} + d['bar_format'] = (d['bar_format'] or "{l_bar}<bar/>{r_bar}").replace( + "{bar}", "<bar/>") + msg = self.format_meter(**d) + if '<bar/>' in msg: + msg = "".join(re.split(r'\|?<bar/>\|?', msg, maxsplit=1)) + ax.set_title(msg, fontname="DejaVu Sans Mono", fontsize=11) + self.plt.pause(1e-9) + + +def tgrange(*args, **kwargs): + """Shortcut for `tqdm.gui.tqdm(range(*args), **kwargs)`.""" + return tqdm_gui(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_gui +trange = tgrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/keras.py b/.venv/lib/python3.12/site-packages/tqdm/keras.py new file mode 100644 index 00000000..cce9467c --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/keras.py @@ -0,0 +1,122 @@ +from copy import copy +from functools import partial + +from .auto import tqdm as tqdm_auto + +try: + import keras +except (ImportError, AttributeError) as e: + try: + from tensorflow import keras + except ImportError: + raise e +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['TqdmCallback'] + + +class TqdmCallback(keras.callbacks.Callback): + """Keras callback for epoch and batch progress.""" + @staticmethod + def bar2callback(bar, pop=None, delta=(lambda logs: 1)): + def callback(_, logs=None): + n = delta(logs) + if logs: + if pop: + logs = copy(logs) + [logs.pop(i, 0) for i in pop] + bar.set_postfix(logs, refresh=False) + bar.update(n) + + return callback + + def __init__(self, epochs=None, data_size=None, batch_size=None, verbose=1, + tqdm_class=tqdm_auto, **tqdm_kwargs): + """ + Parameters + ---------- + epochs : int, optional + data_size : int, optional + Number of training pairs. + batch_size : int, optional + Number of training pairs per batch. + verbose : int + 0: epoch, 1: batch (transient), 2: batch. [default: 1]. + Will be set to `0` unless both `data_size` and `batch_size` + are given. + tqdm_class : optional + `tqdm` class to use for bars [default: `tqdm.auto.tqdm`]. + tqdm_kwargs : optional + Any other arguments used for all bars. + """ + if tqdm_kwargs: + tqdm_class = partial(tqdm_class, **tqdm_kwargs) + self.tqdm_class = tqdm_class + self.epoch_bar = tqdm_class(total=epochs, unit='epoch') + self.on_epoch_end = self.bar2callback(self.epoch_bar) + if data_size and batch_size: + self.batches = batches = (data_size + batch_size - 1) // batch_size + else: + self.batches = batches = None + self.verbose = verbose + if verbose == 1: + self.batch_bar = tqdm_class(total=batches, unit='batch', leave=False) + self.on_batch_end = self.bar2callback( + self.batch_bar, pop=['batch', 'size'], + delta=lambda logs: logs.get('size', 1)) + + def on_train_begin(self, *_, **__): + params = self.params.get + auto_total = params('epochs', params('nb_epoch', None)) + if auto_total is not None and auto_total != self.epoch_bar.total: + self.epoch_bar.reset(total=auto_total) + + def on_epoch_begin(self, epoch, *_, **__): + if self.epoch_bar.n < epoch: + ebar = self.epoch_bar + ebar.n = ebar.last_print_n = ebar.initial = epoch + if self.verbose: + params = self.params.get + total = params('samples', params( + 'nb_sample', params('steps', None))) or self.batches + if self.verbose == 2: + if hasattr(self, 'batch_bar'): + self.batch_bar.close() + self.batch_bar = self.tqdm_class( + total=total, unit='batch', leave=True, + unit_scale=1 / (params('batch_size', 1) or 1)) + self.on_batch_end = self.bar2callback( + self.batch_bar, pop=['batch', 'size'], + delta=lambda logs: logs.get('size', 1)) + elif self.verbose == 1: + self.batch_bar.unit_scale = 1 / (params('batch_size', 1) or 1) + self.batch_bar.reset(total=total) + else: + raise KeyError('Unknown verbosity') + + def on_train_end(self, *_, **__): + if hasattr(self, 'batch_bar'): + self.batch_bar.close() + self.epoch_bar.close() + + def display(self): + """Displays in the current cell in Notebooks.""" + container = getattr(self.epoch_bar, 'container', None) + if container is None: + return + from .notebook import display + display(container) + batch_bar = getattr(self, 'batch_bar', None) + if batch_bar is not None: + display(batch_bar.container) + + @staticmethod + def _implements_train_batch_hooks(): + return True + + @staticmethod + def _implements_test_batch_hooks(): + return True + + @staticmethod + def _implements_predict_batch_hooks(): + return True diff --git a/.venv/lib/python3.12/site-packages/tqdm/notebook.py b/.venv/lib/python3.12/site-packages/tqdm/notebook.py new file mode 100644 index 00000000..77b91bdd --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/notebook.py @@ -0,0 +1,317 @@ +""" +IPython/Jupyter Notebook progressbar decorator for iterators. +Includes a default `range` iterator printing to `stderr`. + +Usage: +>>> from tqdm.notebook import trange, tqdm +>>> for i in trange(10): +... ... +""" +# import compatibility functions and utilities +import re +import sys +from html import escape +from weakref import proxy + +# to inherit from the tqdm class +from .std import tqdm as std_tqdm + +if True: # pragma: no cover + # import IPython/Jupyter base widget and display utilities + IPY = 0 + try: # IPython 4.x + import ipywidgets + IPY = 4 + except ImportError: # IPython 3.x / 2.x + IPY = 32 + import warnings + with warnings.catch_warnings(): + warnings.filterwarnings( + 'ignore', message=".*The `IPython.html` package has been deprecated.*") + try: + import IPython.html.widgets as ipywidgets # NOQA: F401 + except ImportError: + pass + + try: # IPython 4.x / 3.x + if IPY == 32: + from IPython.html.widgets import HTML + from IPython.html.widgets import FloatProgress as IProgress + from IPython.html.widgets import HBox + IPY = 3 + else: + from ipywidgets import HTML + from ipywidgets import FloatProgress as IProgress + from ipywidgets import HBox + except ImportError: + try: # IPython 2.x + from IPython.html.widgets import HTML + from IPython.html.widgets import ContainerWidget as HBox + from IPython.html.widgets import FloatProgressWidget as IProgress + IPY = 2 + except ImportError: + IPY = 0 + IProgress = None + HBox = object + + try: + from IPython.display import display # , clear_output + except ImportError: + pass + +__author__ = {"github.com/": ["lrq3000", "casperdcl", "alexanderkuk"]} +__all__ = ['tqdm_notebook', 'tnrange', 'tqdm', 'trange'] +WARN_NOIPYW = ("IProgress not found. Please update jupyter and ipywidgets." + " See https://ipywidgets.readthedocs.io/en/stable" + "/user_install.html") + + +class TqdmHBox(HBox): + """`ipywidgets.HBox` with a pretty representation""" + def _json_(self, pretty=None): + pbar = getattr(self, 'pbar', None) + if pbar is None: + return {} + d = pbar.format_dict + if pretty is not None: + d["ascii"] = not pretty + return d + + def __repr__(self, pretty=False): + pbar = getattr(self, 'pbar', None) + if pbar is None: + return super().__repr__() + return pbar.format_meter(**self._json_(pretty)) + + def _repr_pretty_(self, pp, *_, **__): + pp.text(self.__repr__(True)) + + +class tqdm_notebook(std_tqdm): + """ + Experimental IPython/Jupyter Notebook widget using tqdm! + """ + @staticmethod + def status_printer(_, total=None, desc=None, ncols=None): + """ + Manage the printing of an IPython/Jupyter Notebook progress bar widget. + """ + # Fallback to text bar if there's no total + # DEPRECATED: replaced with an 'info' style bar + # if not total: + # return super(tqdm_notebook, tqdm_notebook).status_printer(file) + + # fp = file + + # Prepare IPython progress bar + if IProgress is None: # #187 #451 #558 #872 + raise ImportError(WARN_NOIPYW) + if total: + pbar = IProgress(min=0, max=total) + else: # No total? Show info style bar with no progress tqdm status + pbar = IProgress(min=0, max=1) + pbar.value = 1 + pbar.bar_style = 'info' + if ncols is None: + pbar.layout.width = "20px" + + ltext = HTML() + rtext = HTML() + if desc: + ltext.value = desc + container = TqdmHBox(children=[ltext, pbar, rtext]) + # Prepare layout + if ncols is not None: # use default style of ipywidgets + # ncols could be 100, "100px", "100%" + ncols = str(ncols) # ipywidgets only accepts string + try: + if int(ncols) > 0: # isnumeric and positive + ncols += 'px' + except ValueError: + pass + pbar.layout.flex = '2' + container.layout.width = ncols + container.layout.display = 'inline-flex' + container.layout.flex_flow = 'row wrap' + + return container + + def display(self, msg=None, pos=None, + # additional signals + close=False, bar_style=None, check_delay=True): + # Note: contrary to native tqdm, msg='' does NOT clear bar + # goal is to keep all infos if error happens so user knows + # at which iteration the loop failed. + + # Clear previous output (really necessary?) + # clear_output(wait=1) + + if not msg and not close: + d = self.format_dict + # remove {bar} + d['bar_format'] = (d['bar_format'] or "{l_bar}<bar/>{r_bar}").replace( + "{bar}", "<bar/>") + msg = self.format_meter(**d) + + ltext, pbar, rtext = self.container.children + pbar.value = self.n + + if msg: + msg = msg.replace(' ', u'\u2007') # fix html space padding + # html escape special characters (like '&') + if '<bar/>' in msg: + left, right = map(escape, re.split(r'\|?<bar/>\|?', msg, maxsplit=1)) + else: + left, right = '', escape(msg) + + # Update description + ltext.value = left + # never clear the bar (signal: msg='') + if right: + rtext.value = right + + # Change bar style + if bar_style: + # Hack-ish way to avoid the danger bar_style being overridden by + # success because the bar gets closed after the error... + if pbar.bar_style != 'danger' or bar_style != 'success': + pbar.bar_style = bar_style + + # Special signal to close the bar + if close and pbar.bar_style != 'danger': # hide only if no error + try: + self.container.close() + except AttributeError: + self.container.visible = False + self.container.layout.visibility = 'hidden' # IPYW>=8 + + if check_delay and self.delay > 0 and not self.displayed: + display(self.container) + self.displayed = True + + @property + def colour(self): + if hasattr(self, 'container'): + return self.container.children[-2].style.bar_color + + @colour.setter + def colour(self, bar_color): + if hasattr(self, 'container'): + self.container.children[-2].style.bar_color = bar_color + + def __init__(self, *args, **kwargs): + """ + Supports the usual `tqdm.tqdm` parameters as well as those listed below. + + Parameters + ---------- + display : Whether to call `display(self.container)` immediately + [default: True]. + """ + kwargs = kwargs.copy() + # Setup default output + file_kwarg = kwargs.get('file', sys.stderr) + if file_kwarg is sys.stderr or file_kwarg is None: + kwargs['file'] = sys.stdout # avoid the red block in IPython + + # Initialize parent class + avoid printing by using gui=True + kwargs['gui'] = True + # convert disable = None to False + kwargs['disable'] = bool(kwargs.get('disable', False)) + colour = kwargs.pop('colour', None) + display_here = kwargs.pop('display', True) + super().__init__(*args, **kwargs) + if self.disable or not kwargs['gui']: + self.disp = lambda *_, **__: None + return + + # Get bar width + self.ncols = '100%' if self.dynamic_ncols else kwargs.get("ncols", None) + + # Replace with IPython progress bar display (with correct total) + unit_scale = 1 if self.unit_scale is True else self.unit_scale or 1 + total = self.total * unit_scale if self.total else self.total + self.container = self.status_printer(self.fp, total, self.desc, self.ncols) + self.container.pbar = proxy(self) + self.displayed = False + if display_here and self.delay <= 0: + display(self.container) + self.displayed = True + self.disp = self.display + self.colour = colour + + # Print initial bar state + if not self.disable: + self.display(check_delay=False) + + def __iter__(self): + try: + it = super().__iter__() + for obj in it: + # return super(tqdm...) will not catch exception + yield obj + # NB: except ... [ as ...] breaks IPython async KeyboardInterrupt + except: # NOQA + self.disp(bar_style='danger') + raise + # NB: don't `finally: close()` + # since this could be a shared bar which the user will `reset()` + + def update(self, n=1): + try: + return super().update(n=n) + # NB: except ... [ as ...] breaks IPython async KeyboardInterrupt + except: # NOQA + # cannot catch KeyboardInterrupt when using manual tqdm + # as the interrupt will most likely happen on another statement + self.disp(bar_style='danger') + raise + # NB: don't `finally: close()` + # since this could be a shared bar which the user will `reset()` + + def close(self): + if self.disable: + return + super().close() + # Try to detect if there was an error or KeyboardInterrupt + # in manual mode: if n < total, things probably got wrong + if self.total and self.n < self.total: + self.disp(bar_style='danger', check_delay=False) + else: + if self.leave: + self.disp(bar_style='success', check_delay=False) + else: + self.disp(close=True, check_delay=False) + + def clear(self, *_, **__): + pass + + def reset(self, total=None): + """ + Resets to 0 iterations for repeated use. + + Consider combining with `leave=True`. + + Parameters + ---------- + total : int or float, optional. Total to use for the new bar. + """ + if self.disable: + return super().reset(total=total) + _, pbar, _ = self.container.children + pbar.bar_style = '' + if total is not None: + pbar.max = total + if not self.total and self.ncols is None: # no longer unknown total + pbar.layout.width = None # reset width + return super().reset(total=total) + + +def tnrange(*args, **kwargs): + """Shortcut for `tqdm.notebook.tqdm(range(*args), **kwargs)`.""" + return tqdm_notebook(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_notebook +trange = tnrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/rich.py b/.venv/lib/python3.12/site-packages/tqdm/rich.py new file mode 100644 index 00000000..3d392eda --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/rich.py @@ -0,0 +1,151 @@ +""" +`rich.progress` decorator for iterators. + +Usage: +>>> from tqdm.rich import trange, tqdm +>>> for i in trange(10): +... ... +""" +from warnings import warn + +from rich.progress import ( + BarColumn, Progress, ProgressColumn, Text, TimeElapsedColumn, TimeRemainingColumn, filesize) + +from .std import TqdmExperimentalWarning +from .std import tqdm as std_tqdm + +__author__ = {"github.com/": ["casperdcl"]} +__all__ = ['tqdm_rich', 'trrange', 'tqdm', 'trange'] + + +class FractionColumn(ProgressColumn): + """Renders completed/total, e.g. '0.5/2.3 G'.""" + def __init__(self, unit_scale=False, unit_divisor=1000): + self.unit_scale = unit_scale + self.unit_divisor = unit_divisor + super().__init__() + + def render(self, task): + """Calculate common unit for completed and total.""" + completed = int(task.completed) + total = int(task.total) + if self.unit_scale: + unit, suffix = filesize.pick_unit_and_suffix( + total, + ["", "K", "M", "G", "T", "P", "E", "Z", "Y"], + self.unit_divisor, + ) + else: + unit, suffix = filesize.pick_unit_and_suffix(total, [""], 1) + precision = 0 if unit == 1 else 1 + return Text( + f"{completed/unit:,.{precision}f}/{total/unit:,.{precision}f} {suffix}", + style="progress.download") + + +class RateColumn(ProgressColumn): + """Renders human readable transfer speed.""" + def __init__(self, unit="", unit_scale=False, unit_divisor=1000): + self.unit = unit + self.unit_scale = unit_scale + self.unit_divisor = unit_divisor + super().__init__() + + def render(self, task): + """Show data transfer speed.""" + speed = task.speed + if speed is None: + return Text(f"? {self.unit}/s", style="progress.data.speed") + if self.unit_scale: + unit, suffix = filesize.pick_unit_and_suffix( + speed, + ["", "K", "M", "G", "T", "P", "E", "Z", "Y"], + self.unit_divisor, + ) + else: + unit, suffix = filesize.pick_unit_and_suffix(speed, [""], 1) + precision = 0 if unit == 1 else 1 + return Text(f"{speed/unit:,.{precision}f} {suffix}{self.unit}/s", + style="progress.data.speed") + + +class tqdm_rich(std_tqdm): # pragma: no cover + """Experimental rich.progress GUI version of tqdm!""" + # TODO: @classmethod: write()? + def __init__(self, *args, **kwargs): + """ + This class accepts the following parameters *in addition* to + the parameters accepted by `tqdm`. + + Parameters + ---------- + progress : tuple, optional + arguments for `rich.progress.Progress()`. + options : dict, optional + keyword arguments for `rich.progress.Progress()`. + """ + kwargs = kwargs.copy() + kwargs['gui'] = True + # convert disable = None to False + kwargs['disable'] = bool(kwargs.get('disable', False)) + progress = kwargs.pop('progress', None) + options = kwargs.pop('options', {}).copy() + super().__init__(*args, **kwargs) + + if self.disable: + return + + warn("rich is experimental/alpha", TqdmExperimentalWarning, stacklevel=2) + d = self.format_dict + if progress is None: + progress = ( + "[progress.description]{task.description}" + "[progress.percentage]{task.percentage:>4.0f}%", + BarColumn(bar_width=None), + FractionColumn( + unit_scale=d['unit_scale'], unit_divisor=d['unit_divisor']), + "[", TimeElapsedColumn(), "<", TimeRemainingColumn(), + ",", RateColumn(unit=d['unit'], unit_scale=d['unit_scale'], + unit_divisor=d['unit_divisor']), "]" + ) + options.setdefault('transient', not self.leave) + self._prog = Progress(*progress, **options) + self._prog.__enter__() + self._task_id = self._prog.add_task(self.desc or "", **d) + + def close(self): + if self.disable: + return + self.display() # print 100%, vis #1306 + super().close() + self._prog.__exit__(None, None, None) + + def clear(self, *_, **__): + pass + + def display(self, *_, **__): + if not hasattr(self, '_prog'): + return + self._prog.update(self._task_id, completed=self.n, description=self.desc) + + def reset(self, total=None): + """ + Resets to 0 iterations for repeated use. + + Parameters + ---------- + total : int or float, optional. Total to use for the new bar. + """ + if hasattr(self, '_prog'): + self._prog.reset(total=total) + super().reset(total=total) + + +def trrange(*args, **kwargs): + """Shortcut for `tqdm.rich.tqdm(range(*args), **kwargs)`.""" + return tqdm_rich(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_rich +trange = trrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/std.py b/.venv/lib/python3.12/site-packages/tqdm/std.py new file mode 100644 index 00000000..e91ad309 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/std.py @@ -0,0 +1,1524 @@ +""" +Customisable progressbar decorator for iterators. +Includes a default `range` iterator printing to `stderr`. + +Usage: +>>> from tqdm import trange, tqdm +>>> for i in trange(10): +... ... +""" +import sys +from collections import OrderedDict, defaultdict +from contextlib import contextmanager +from datetime import datetime, timedelta, timezone +from numbers import Number +from time import time +from warnings import warn +from weakref import WeakSet + +from ._monitor import TMonitor +from .utils import ( + CallbackIOWrapper, Comparable, DisableOnWriteError, FormatReplace, SimpleTextIOWrapper, + _is_ascii, _screen_shape_wrapper, _supports_unicode, _term_move_up, disp_len, disp_trim, + envwrap) + +__author__ = "https://github.com/tqdm/tqdm#contributions" +__all__ = ['tqdm', 'trange', + 'TqdmTypeError', 'TqdmKeyError', 'TqdmWarning', + 'TqdmExperimentalWarning', 'TqdmDeprecationWarning', + 'TqdmMonitorWarning'] + + +class TqdmTypeError(TypeError): + pass + + +class TqdmKeyError(KeyError): + pass + + +class TqdmWarning(Warning): + """base class for all tqdm warnings. + + Used for non-external-code-breaking errors, such as garbled printing. + """ + def __init__(self, msg, fp_write=None, *a, **k): + if fp_write is not None: + fp_write("\n" + self.__class__.__name__ + ": " + str(msg).rstrip() + '\n') + else: + super().__init__(msg, *a, **k) + + +class TqdmExperimentalWarning(TqdmWarning, FutureWarning): + """beta feature, unstable API and behaviour""" + pass + + +class TqdmDeprecationWarning(TqdmWarning, DeprecationWarning): + # not suppressed if raised + pass + + +class TqdmMonitorWarning(TqdmWarning, RuntimeWarning): + """tqdm monitor errors which do not affect external functionality""" + pass + + +def TRLock(*args, **kwargs): + """threading RLock""" + try: + from threading import RLock + return RLock(*args, **kwargs) + except (ImportError, OSError): # pragma: no cover + pass + + +class TqdmDefaultWriteLock(object): + """ + Provide a default write lock for thread and multiprocessing safety. + Works only on platforms supporting `fork` (so Windows is excluded). + You must initialise a `tqdm` or `TqdmDefaultWriteLock` instance + before forking in order for the write lock to work. + On Windows, you need to supply the lock from the parent to the children as + an argument to joblib or the parallelism lib you use. + """ + # global thread lock so no setup required for multithreading. + # NB: Do not create multiprocessing lock as it sets the multiprocessing + # context, disallowing `spawn()`/`forkserver()` + th_lock = TRLock() + + def __init__(self): + # Create global parallelism locks to avoid racing issues with parallel + # bars works only if fork available (Linux/MacOSX, but not Windows) + cls = type(self) + root_lock = cls.th_lock + if root_lock is not None: + root_lock.acquire() + cls.create_mp_lock() + self.locks = [lk for lk in [cls.mp_lock, cls.th_lock] if lk is not None] + if root_lock is not None: + root_lock.release() + + def acquire(self, *a, **k): + for lock in self.locks: + lock.acquire(*a, **k) + + def release(self): + for lock in self.locks[::-1]: # Release in inverse order of acquisition + lock.release() + + def __enter__(self): + self.acquire() + + def __exit__(self, *exc): + self.release() + + @classmethod + def create_mp_lock(cls): + if not hasattr(cls, 'mp_lock'): + try: + from multiprocessing import RLock + cls.mp_lock = RLock() + except (ImportError, OSError): # pragma: no cover + cls.mp_lock = None + + @classmethod + def create_th_lock(cls): + assert hasattr(cls, 'th_lock') + warn("create_th_lock not needed anymore", TqdmDeprecationWarning, stacklevel=2) + + +class Bar(object): + """ + `str.format`-able bar with format specifiers: `[width][type]` + + - `width` + + unspecified (default): use `self.default_len` + + `int >= 0`: overrides `self.default_len` + + `int < 0`: subtract from `self.default_len` + - `type` + + `a`: ascii (`charset=self.ASCII` override) + + `u`: unicode (`charset=self.UTF` override) + + `b`: blank (`charset=" "` override) + """ + ASCII = " 123456789#" + UTF = u" " + u''.join(map(chr, range(0x258F, 0x2587, -1))) + BLANK = " " + COLOUR_RESET = '\x1b[0m' + COLOUR_RGB = '\x1b[38;2;%d;%d;%dm' + COLOURS = {'BLACK': '\x1b[30m', 'RED': '\x1b[31m', 'GREEN': '\x1b[32m', + 'YELLOW': '\x1b[33m', 'BLUE': '\x1b[34m', 'MAGENTA': '\x1b[35m', + 'CYAN': '\x1b[36m', 'WHITE': '\x1b[37m'} + + def __init__(self, frac, default_len=10, charset=UTF, colour=None): + if not 0 <= frac <= 1: + warn("clamping frac to range [0, 1]", TqdmWarning, stacklevel=2) + frac = max(0, min(1, frac)) + assert default_len > 0 + self.frac = frac + self.default_len = default_len + self.charset = charset + self.colour = colour + + @property + def colour(self): + return self._colour + + @colour.setter + def colour(self, value): + if not value: + self._colour = None + return + try: + if value.upper() in self.COLOURS: + self._colour = self.COLOURS[value.upper()] + elif value[0] == '#' and len(value) == 7: + self._colour = self.COLOUR_RGB % tuple( + int(i, 16) for i in (value[1:3], value[3:5], value[5:7])) + else: + raise KeyError + except (KeyError, AttributeError): + warn("Unknown colour (%s); valid choices: [hex (#00ff00), %s]" % ( + value, ", ".join(self.COLOURS)), + TqdmWarning, stacklevel=2) + self._colour = None + + def __format__(self, format_spec): + if format_spec: + _type = format_spec[-1].lower() + try: + charset = {'a': self.ASCII, 'u': self.UTF, 'b': self.BLANK}[_type] + except KeyError: + charset = self.charset + else: + format_spec = format_spec[:-1] + if format_spec: + N_BARS = int(format_spec) + if N_BARS < 0: + N_BARS += self.default_len + else: + N_BARS = self.default_len + else: + charset = self.charset + N_BARS = self.default_len + + nsyms = len(charset) - 1 + bar_length, frac_bar_length = divmod(int(self.frac * N_BARS * nsyms), nsyms) + + res = charset[-1] * bar_length + if bar_length < N_BARS: # whitespace padding + res = res + charset[frac_bar_length] + charset[0] * (N_BARS - bar_length - 1) + return self.colour + res + self.COLOUR_RESET if self.colour else res + + +class EMA(object): + """ + Exponential moving average: smoothing to give progressively lower + weights to older values. + + Parameters + ---------- + smoothing : float, optional + Smoothing factor in range [0, 1], [default: 0.3]. + Increase to give more weight to recent values. + Ranges from 0 (yields old value) to 1 (yields new value). + """ + def __init__(self, smoothing=0.3): + self.alpha = smoothing + self.last = 0 + self.calls = 0 + + def __call__(self, x=None): + """ + Parameters + ---------- + x : float + New value to include in EMA. + """ + beta = 1 - self.alpha + if x is not None: + self.last = self.alpha * x + beta * self.last + self.calls += 1 + return self.last / (1 - beta ** self.calls) if self.calls else self.last + + +class tqdm(Comparable): + """ + Decorate an iterable object, returning an iterator which acts exactly + like the original iterable, but prints a dynamically updating + progressbar every time a value is requested. + + Parameters + ---------- + iterable : iterable, optional + Iterable to decorate with a progressbar. + Leave blank to manually manage the updates. + desc : str, optional + Prefix for the progressbar. + total : int or float, optional + The number of expected iterations. If unspecified, + len(iterable) is used if possible. If float("inf") or as a last + resort, only basic progress statistics are displayed + (no ETA, no progressbar). + If `gui` is True and this parameter needs subsequent updating, + specify an initial arbitrary large positive number, + e.g. 9e9. + leave : bool, optional + If [default: True], keeps all traces of the progressbar + upon termination of iteration. + If `None`, will leave only if `position` is `0`. + file : `io.TextIOWrapper` or `io.StringIO`, optional + Specifies where to output the progress messages + (default: sys.stderr). Uses `file.write(str)` and `file.flush()` + methods. For encoding, see `write_bytes`. + ncols : int, optional + The width of the entire output message. If specified, + dynamically resizes the progressbar to stay within this bound. + If unspecified, attempts to use environment width. The + fallback is a meter width of 10 and no limit for the counter and + statistics. If 0, will not print any meter (only stats). + mininterval : float, optional + Minimum progress display update interval [default: 0.1] seconds. + maxinterval : float, optional + Maximum progress display update interval [default: 10] seconds. + Automatically adjusts `miniters` to correspond to `mininterval` + after long display update lag. Only works if `dynamic_miniters` + or monitor thread is enabled. + miniters : int or float, optional + Minimum progress display update interval, in iterations. + If 0 and `dynamic_miniters`, will automatically adjust to equal + `mininterval` (more CPU efficient, good for tight loops). + If > 0, will skip display of specified number of iterations. + Tweak this and `mininterval` to get very efficient loops. + If your progress is erratic with both fast and slow iterations + (network, skipping items, etc) you should set miniters=1. + ascii : bool or str, optional + If unspecified or False, use unicode (smooth blocks) to fill + the meter. The fallback is to use ASCII characters " 123456789#". + disable : bool, optional + Whether to disable the entire progressbar wrapper + [default: False]. If set to None, disable on non-TTY. + unit : str, optional + String that will be used to define the unit of each iteration + [default: it]. + unit_scale : bool or int or float, optional + If 1 or True, the number of iterations will be reduced/scaled + automatically and a metric prefix following the + International System of Units standard will be added + (kilo, mega, etc.) [default: False]. If any other non-zero + number, will scale `total` and `n`. + dynamic_ncols : bool, optional + If set, constantly alters `ncols` and `nrows` to the + environment (allowing for window resizes) [default: False]. + smoothing : float, optional + Exponential moving average smoothing factor for speed estimates + (ignored in GUI mode). Ranges from 0 (average speed) to 1 + (current/instantaneous speed) [default: 0.3]. + bar_format : str, optional + Specify a custom bar string formatting. May impact performance. + [default: '{l_bar}{bar}{r_bar}'], where + l_bar='{desc}: {percentage:3.0f}%|' and + r_bar='| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, ' + '{rate_fmt}{postfix}]' + Possible vars: l_bar, bar, r_bar, n, n_fmt, total, total_fmt, + percentage, elapsed, elapsed_s, ncols, nrows, desc, unit, + rate, rate_fmt, rate_noinv, rate_noinv_fmt, + rate_inv, rate_inv_fmt, postfix, unit_divisor, + remaining, remaining_s, eta. + Note that a trailing ": " is automatically removed after {desc} + if the latter is empty. + initial : int or float, optional + The initial counter value. Useful when restarting a progress + bar [default: 0]. If using float, consider specifying `{n:.3f}` + or similar in `bar_format`, or specifying `unit_scale`. + position : int, optional + Specify the line offset to print this bar (starting from 0) + Automatic if unspecified. + Useful to manage multiple bars at once (eg, from threads). + postfix : dict or *, optional + Specify additional stats to display at the end of the bar. + Calls `set_postfix(**postfix)` if possible (dict). + unit_divisor : float, optional + [default: 1000], ignored unless `unit_scale` is True. + write_bytes : bool, optional + Whether to write bytes. If (default: False) will write unicode. + lock_args : tuple, optional + Passed to `refresh` for intermediate output + (initialisation, iterating, and updating). + nrows : int, optional + The screen height. If specified, hides nested bars outside this + bound. If unspecified, attempts to use environment height. + The fallback is 20. + colour : str, optional + Bar colour (e.g. 'green', '#00ff00'). + delay : float, optional + Don't display until [default: 0] seconds have elapsed. + gui : bool, optional + WARNING: internal parameter - do not use. + Use tqdm.gui.tqdm(...) instead. If set, will attempt to use + matplotlib animations for a graphical output [default: False]. + + Returns + ------- + out : decorated iterator. + """ + + monitor_interval = 10 # set to 0 to disable the thread + monitor = None + _instances = WeakSet() + + @staticmethod + def format_sizeof(num, suffix='', divisor=1000): + """ + Formats a number (greater than unity) with SI Order of Magnitude + prefixes. + + Parameters + ---------- + num : float + Number ( >= 1) to format. + suffix : str, optional + Post-postfix [default: '']. + divisor : float, optional + Divisor between prefixes [default: 1000]. + + Returns + ------- + out : str + Number with Order of Magnitude SI unit postfix. + """ + for unit in ['', 'k', 'M', 'G', 'T', 'P', 'E', 'Z']: + if abs(num) < 999.5: + if abs(num) < 99.95: + if abs(num) < 9.995: + return f'{num:1.2f}{unit}{suffix}' + return f'{num:2.1f}{unit}{suffix}' + return f'{num:3.0f}{unit}{suffix}' + num /= divisor + return f'{num:3.1f}Y{suffix}' + + @staticmethod + def format_interval(t): + """ + Formats a number of seconds as a clock time, [H:]MM:SS + + Parameters + ---------- + t : int + Number of seconds. + + Returns + ------- + out : str + [H:]MM:SS + """ + mins, s = divmod(int(t), 60) + h, m = divmod(mins, 60) + return f'{h:d}:{m:02d}:{s:02d}' if h else f'{m:02d}:{s:02d}' + + @staticmethod + def format_num(n): + """ + Intelligent scientific notation (.3g). + + Parameters + ---------- + n : int or float or Numeric + A Number. + + Returns + ------- + out : str + Formatted number. + """ + f = f'{n:.3g}'.replace('e+0', 'e+').replace('e-0', 'e-') + n = str(n) + return f if len(f) < len(n) else n + + @staticmethod + def status_printer(file): + """ + Manage the printing and in-place updating of a line of characters. + Note that if the string is longer than a line, then in-place + updating may not work (it will print a new line at each refresh). + """ + fp = file + fp_flush = getattr(fp, 'flush', lambda: None) # pragma: no cover + if fp in (sys.stderr, sys.stdout): + getattr(sys.stderr, 'flush', lambda: None)() + getattr(sys.stdout, 'flush', lambda: None)() + + def fp_write(s): + fp.write(str(s)) + fp_flush() + + last_len = [0] + + def print_status(s): + len_s = disp_len(s) + fp_write('\r' + s + (' ' * max(last_len[0] - len_s, 0))) + last_len[0] = len_s + + return print_status + + @staticmethod + def format_meter(n, total, elapsed, ncols=None, prefix='', ascii=False, unit='it', + unit_scale=False, rate=None, bar_format=None, postfix=None, + unit_divisor=1000, initial=0, colour=None, **extra_kwargs): + """ + Return a string-based progress bar given some parameters + + Parameters + ---------- + n : int or float + Number of finished iterations. + total : int or float + The expected total number of iterations. If meaningless (None), + only basic progress statistics are displayed (no ETA). + elapsed : float + Number of seconds passed since start. + ncols : int, optional + The width of the entire output message. If specified, + dynamically resizes `{bar}` to stay within this bound + [default: None]. If `0`, will not print any bar (only stats). + The fallback is `{bar:10}`. + prefix : str, optional + Prefix message (included in total width) [default: '']. + Use as {desc} in bar_format string. + ascii : bool, optional or str, optional + If not set, use unicode (smooth blocks) to fill the meter + [default: False]. The fallback is to use ASCII characters + " 123456789#". + unit : str, optional + The iteration unit [default: 'it']. + unit_scale : bool or int or float, optional + If 1 or True, the number of iterations will be printed with an + appropriate SI metric prefix (k = 10^3, M = 10^6, etc.) + [default: False]. If any other non-zero number, will scale + `total` and `n`. + rate : float, optional + Manual override for iteration rate. + If [default: None], uses n/elapsed. + bar_format : str, optional + Specify a custom bar string formatting. May impact performance. + [default: '{l_bar}{bar}{r_bar}'], where + l_bar='{desc}: {percentage:3.0f}%|' and + r_bar='| {n_fmt}/{total_fmt} [{elapsed}<{remaining}, ' + '{rate_fmt}{postfix}]' + Possible vars: l_bar, bar, r_bar, n, n_fmt, total, total_fmt, + percentage, elapsed, elapsed_s, ncols, nrows, desc, unit, + rate, rate_fmt, rate_noinv, rate_noinv_fmt, + rate_inv, rate_inv_fmt, postfix, unit_divisor, + remaining, remaining_s, eta. + Note that a trailing ": " is automatically removed after {desc} + if the latter is empty. + postfix : *, optional + Similar to `prefix`, but placed at the end + (e.g. for additional stats). + Note: postfix is usually a string (not a dict) for this method, + and will if possible be set to postfix = ', ' + postfix. + However other types are supported (#382). + unit_divisor : float, optional + [default: 1000], ignored unless `unit_scale` is True. + initial : int or float, optional + The initial counter value [default: 0]. + colour : str, optional + Bar colour (e.g. 'green', '#00ff00'). + + Returns + ------- + out : Formatted meter and stats, ready to display. + """ + + # sanity check: total + if total and n >= (total + 0.5): # allow float imprecision (#849) + total = None + + # apply custom scale if necessary + if unit_scale and unit_scale not in (True, 1): + if total: + total *= unit_scale + n *= unit_scale + if rate: + rate *= unit_scale # by default rate = self.avg_dn / self.avg_dt + unit_scale = False + + elapsed_str = tqdm.format_interval(elapsed) + + # if unspecified, attempt to use rate = average speed + # (we allow manual override since predicting time is an arcane art) + if rate is None and elapsed: + rate = (n - initial) / elapsed + inv_rate = 1 / rate if rate else None + format_sizeof = tqdm.format_sizeof + rate_noinv_fmt = ((format_sizeof(rate) if unit_scale else f'{rate:5.2f}') + if rate else '?') + unit + '/s' + rate_inv_fmt = ( + (format_sizeof(inv_rate) if unit_scale else f'{inv_rate:5.2f}') + if inv_rate else '?') + 's/' + unit + rate_fmt = rate_inv_fmt if inv_rate and inv_rate > 1 else rate_noinv_fmt + + if unit_scale: + n_fmt = format_sizeof(n, divisor=unit_divisor) + total_fmt = format_sizeof(total, divisor=unit_divisor) if total is not None else '?' + else: + n_fmt = str(n) + total_fmt = str(total) if total is not None else '?' + + try: + postfix = ', ' + postfix if postfix else '' + except TypeError: + pass + + remaining = (total - n) / rate if rate and total else 0 + remaining_str = tqdm.format_interval(remaining) if rate else '?' + try: + eta_dt = (datetime.now() + timedelta(seconds=remaining) + if rate and total else datetime.fromtimestamp(0, timezone.utc)) + except OverflowError: + eta_dt = datetime.max + + # format the stats displayed to the left and right sides of the bar + if prefix: + # old prefix setup work around + bool_prefix_colon_already = (prefix[-2:] == ": ") + l_bar = prefix if bool_prefix_colon_already else prefix + ": " + else: + l_bar = '' + + r_bar = f'| {n_fmt}/{total_fmt} [{elapsed_str}<{remaining_str}, {rate_fmt}{postfix}]' + + # Custom bar formatting + # Populate a dict with all available progress indicators + format_dict = { + # slight extension of self.format_dict + 'n': n, 'n_fmt': n_fmt, 'total': total, 'total_fmt': total_fmt, + 'elapsed': elapsed_str, 'elapsed_s': elapsed, + 'ncols': ncols, 'desc': prefix or '', 'unit': unit, + 'rate': inv_rate if inv_rate and inv_rate > 1 else rate, + 'rate_fmt': rate_fmt, 'rate_noinv': rate, + 'rate_noinv_fmt': rate_noinv_fmt, 'rate_inv': inv_rate, + 'rate_inv_fmt': rate_inv_fmt, + 'postfix': postfix, 'unit_divisor': unit_divisor, + 'colour': colour, + # plus more useful definitions + 'remaining': remaining_str, 'remaining_s': remaining, + 'l_bar': l_bar, 'r_bar': r_bar, 'eta': eta_dt, + **extra_kwargs} + + # total is known: we can predict some stats + if total: + # fractional and percentage progress + frac = n / total + percentage = frac * 100 + + l_bar += f'{percentage:3.0f}%|' + + if ncols == 0: + return l_bar[:-1] + r_bar[1:] + + format_dict.update(l_bar=l_bar) + if bar_format: + format_dict.update(percentage=percentage) + + # auto-remove colon for empty `{desc}` + if not prefix: + bar_format = bar_format.replace("{desc}: ", '') + else: + bar_format = "{l_bar}{bar}{r_bar}" + + full_bar = FormatReplace() + nobar = bar_format.format(bar=full_bar, **format_dict) + if not full_bar.format_called: + return nobar # no `{bar}`; nothing else to do + + # Formatting progress bar space available for bar's display + full_bar = Bar(frac, + max(1, ncols - disp_len(nobar)) if ncols else 10, + charset=Bar.ASCII if ascii is True else ascii or Bar.UTF, + colour=colour) + if not _is_ascii(full_bar.charset) and _is_ascii(bar_format): + bar_format = str(bar_format) + res = bar_format.format(bar=full_bar, **format_dict) + return disp_trim(res, ncols) if ncols else res + + elif bar_format: + # user-specified bar_format but no total + l_bar += '|' + format_dict.update(l_bar=l_bar, percentage=0) + full_bar = FormatReplace() + nobar = bar_format.format(bar=full_bar, **format_dict) + if not full_bar.format_called: + return nobar + full_bar = Bar(0, + max(1, ncols - disp_len(nobar)) if ncols else 10, + charset=Bar.BLANK, colour=colour) + res = bar_format.format(bar=full_bar, **format_dict) + return disp_trim(res, ncols) if ncols else res + else: + # no total: no progressbar, ETA, just progress stats + return (f'{(prefix + ": ") if prefix else ""}' + f'{n_fmt}{unit} [{elapsed_str}, {rate_fmt}{postfix}]') + + def __new__(cls, *_, **__): + instance = object.__new__(cls) + with cls.get_lock(): # also constructs lock if non-existent + cls._instances.add(instance) + # create monitoring thread + if cls.monitor_interval and (cls.monitor is None + or not cls.monitor.report()): + try: + cls.monitor = TMonitor(cls, cls.monitor_interval) + except Exception as e: # pragma: nocover + warn("tqdm:disabling monitor support" + " (monitor_interval = 0) due to:\n" + str(e), + TqdmMonitorWarning, stacklevel=2) + cls.monitor_interval = 0 + return instance + + @classmethod + def _get_free_pos(cls, instance=None): + """Skips specified instance.""" + positions = {abs(inst.pos) for inst in cls._instances + if inst is not instance and hasattr(inst, "pos")} + return min(set(range(len(positions) + 1)).difference(positions)) + + @classmethod + def _decr_instances(cls, instance): + """ + Remove from list and reposition another unfixed bar + to fill the new gap. + + This means that by default (where all nested bars are unfixed), + order is not maintained but screen flicker/blank space is minimised. + (tqdm<=4.44.1 moved ALL subsequent unfixed bars up.) + """ + with cls._lock: + try: + cls._instances.remove(instance) + except KeyError: + # if not instance.gui: # pragma: no cover + # raise + pass # py2: maybe magically removed already + # else: + if not instance.gui: + last = (instance.nrows or 20) - 1 + # find unfixed (`pos >= 0`) overflow (`pos >= nrows - 1`) + instances = list(filter( + lambda i: hasattr(i, "pos") and last <= i.pos, + cls._instances)) + # set first found to current `pos` + if instances: + inst = min(instances, key=lambda i: i.pos) + inst.clear(nolock=True) + inst.pos = abs(instance.pos) + + @classmethod + def write(cls, s, file=None, end="\n", nolock=False): + """Print a message via tqdm (without overlap with bars).""" + fp = file if file is not None else sys.stdout + with cls.external_write_mode(file=file, nolock=nolock): + # Write the message + fp.write(s) + fp.write(end) + + @classmethod + @contextmanager + def external_write_mode(cls, file=None, nolock=False): + """ + Disable tqdm within context and refresh tqdm when exits. + Useful when writing to standard output stream + """ + fp = file if file is not None else sys.stdout + + try: + if not nolock: + cls.get_lock().acquire() + # Clear all bars + inst_cleared = [] + for inst in getattr(cls, '_instances', []): + # Clear instance if in the target output file + # or if write output + tqdm output are both either + # sys.stdout or sys.stderr (because both are mixed in terminal) + if hasattr(inst, "start_t") and (inst.fp == fp or all( + f in (sys.stdout, sys.stderr) for f in (fp, inst.fp))): + inst.clear(nolock=True) + inst_cleared.append(inst) + yield + # Force refresh display of bars we cleared + for inst in inst_cleared: + inst.refresh(nolock=True) + finally: + if not nolock: + cls._lock.release() + + @classmethod + def set_lock(cls, lock): + """Set the global lock.""" + cls._lock = lock + + @classmethod + def get_lock(cls): + """Get the global lock. Construct it if it does not exist.""" + if not hasattr(cls, '_lock'): + cls._lock = TqdmDefaultWriteLock() + return cls._lock + + @classmethod + def pandas(cls, **tqdm_kwargs): + """ + Registers the current `tqdm` class with + pandas.core. + ( frame.DataFrame + | series.Series + | groupby.(generic.)DataFrameGroupBy + | groupby.(generic.)SeriesGroupBy + ).progress_apply + + A new instance will be created every time `progress_apply` is called, + and each instance will automatically `close()` upon completion. + + Parameters + ---------- + tqdm_kwargs : arguments for the tqdm instance + + Examples + -------- + >>> import pandas as pd + >>> import numpy as np + >>> from tqdm import tqdm + >>> from tqdm.gui import tqdm as tqdm_gui + >>> + >>> df = pd.DataFrame(np.random.randint(0, 100, (100000, 6))) + >>> tqdm.pandas(ncols=50) # can use tqdm_gui, optional kwargs, etc + >>> # Now you can use `progress_apply` instead of `apply` + >>> df.groupby(0).progress_apply(lambda x: x**2) + + References + ---------- + <https://stackoverflow.com/questions/18603270/\ + progress-indicator-during-pandas-operations-python> + """ + from warnings import catch_warnings, simplefilter + + from pandas.core.frame import DataFrame + from pandas.core.series import Series + try: + with catch_warnings(): + simplefilter("ignore", category=FutureWarning) + from pandas import Panel + except ImportError: # pandas>=1.2.0 + Panel = None + Rolling, Expanding = None, None + try: # pandas>=1.0.0 + from pandas.core.window.rolling import _Rolling_and_Expanding + except ImportError: + try: # pandas>=0.18.0 + from pandas.core.window import _Rolling_and_Expanding + except ImportError: # pandas>=1.2.0 + try: # pandas>=1.2.0 + from pandas.core.window.expanding import Expanding + from pandas.core.window.rolling import Rolling + _Rolling_and_Expanding = Rolling, Expanding + except ImportError: # pragma: no cover + _Rolling_and_Expanding = None + try: # pandas>=0.25.0 + from pandas.core.groupby.generic import SeriesGroupBy # , NDFrameGroupBy + from pandas.core.groupby.generic import DataFrameGroupBy + except ImportError: # pragma: no cover + try: # pandas>=0.23.0 + from pandas.core.groupby.groupby import DataFrameGroupBy, SeriesGroupBy + except ImportError: + from pandas.core.groupby import DataFrameGroupBy, SeriesGroupBy + try: # pandas>=0.23.0 + from pandas.core.groupby.groupby import GroupBy + except ImportError: # pragma: no cover + from pandas.core.groupby import GroupBy + + try: # pandas>=0.23.0 + from pandas.core.groupby.groupby import PanelGroupBy + except ImportError: + try: + from pandas.core.groupby import PanelGroupBy + except ImportError: # pandas>=0.25.0 + PanelGroupBy = None + + tqdm_kwargs = tqdm_kwargs.copy() + deprecated_t = [tqdm_kwargs.pop('deprecated_t', None)] + + def inner_generator(df_function='apply'): + def inner(df, func, *args, **kwargs): + """ + Parameters + ---------- + df : (DataFrame|Series)[GroupBy] + Data (may be grouped). + func : function + To be applied on the (grouped) data. + **kwargs : optional + Transmitted to `df.apply()`. + """ + + # Precompute total iterations + total = tqdm_kwargs.pop("total", getattr(df, 'ngroups', None)) + if total is None: # not grouped + if df_function == 'applymap': + total = df.size + elif isinstance(df, Series): + total = len(df) + elif (_Rolling_and_Expanding is None or + not isinstance(df, _Rolling_and_Expanding)): + # DataFrame or Panel + axis = kwargs.get('axis', 0) + if axis == 'index': + axis = 0 + elif axis == 'columns': + axis = 1 + # when axis=0, total is shape[axis1] + total = df.size // df.shape[axis] + + # Init bar + if deprecated_t[0] is not None: + t = deprecated_t[0] + deprecated_t[0] = None + else: + t = cls(total=total, **tqdm_kwargs) + + if len(args) > 0: + # *args intentionally not supported (see #244, #299) + TqdmDeprecationWarning( + "Except func, normal arguments are intentionally" + + " not supported by" + + " `(DataFrame|Series|GroupBy).progress_apply`." + + " Use keyword arguments instead.", + fp_write=getattr(t.fp, 'write', sys.stderr.write)) + + try: # pandas>=1.3.0 + from pandas.core.common import is_builtin_func + except ImportError: + is_builtin_func = df._is_builtin_func + try: + func = is_builtin_func(func) + except TypeError: + pass + + # Define bar updating wrapper + def wrapper(*args, **kwargs): + # update tbar correctly + # it seems `pandas apply` calls `func` twice + # on the first column/row to decide whether it can + # take a fast or slow code path; so stop when t.total==t.n + t.update(n=1 if not t.total or t.n < t.total else 0) + return func(*args, **kwargs) + + # Apply the provided function (in **kwargs) + # on the df using our wrapper (which provides bar updating) + try: + return getattr(df, df_function)(wrapper, **kwargs) + finally: + t.close() + + return inner + + # Monkeypatch pandas to provide easy methods + # Enable custom tqdm progress in pandas! + Series.progress_apply = inner_generator() + SeriesGroupBy.progress_apply = inner_generator() + Series.progress_map = inner_generator('map') + SeriesGroupBy.progress_map = inner_generator('map') + + DataFrame.progress_apply = inner_generator() + DataFrameGroupBy.progress_apply = inner_generator() + DataFrame.progress_applymap = inner_generator('applymap') + DataFrame.progress_map = inner_generator('map') + DataFrameGroupBy.progress_map = inner_generator('map') + + if Panel is not None: + Panel.progress_apply = inner_generator() + if PanelGroupBy is not None: + PanelGroupBy.progress_apply = inner_generator() + + GroupBy.progress_apply = inner_generator() + GroupBy.progress_aggregate = inner_generator('aggregate') + GroupBy.progress_transform = inner_generator('transform') + + if Rolling is not None and Expanding is not None: + Rolling.progress_apply = inner_generator() + Expanding.progress_apply = inner_generator() + elif _Rolling_and_Expanding is not None: + _Rolling_and_Expanding.progress_apply = inner_generator() + + # override defaults via env vars + @envwrap("TQDM_", is_method=True, types={'total': float, 'ncols': int, 'miniters': float, + 'position': int, 'nrows': int}) + def __init__(self, iterable=None, desc=None, total=None, leave=True, file=None, + ncols=None, mininterval=0.1, maxinterval=10.0, miniters=None, + ascii=None, disable=False, unit='it', unit_scale=False, + dynamic_ncols=False, smoothing=0.3, bar_format=None, initial=0, + position=None, postfix=None, unit_divisor=1000, write_bytes=False, + lock_args=None, nrows=None, colour=None, delay=0.0, gui=False, + **kwargs): + """see tqdm.tqdm for arguments""" + if file is None: + file = sys.stderr + + if write_bytes: + # Despite coercing unicode into bytes, py2 sys.std* streams + # should have bytes written to them. + file = SimpleTextIOWrapper( + file, encoding=getattr(file, 'encoding', None) or 'utf-8') + + file = DisableOnWriteError(file, tqdm_instance=self) + + if disable is None and hasattr(file, "isatty") and not file.isatty(): + disable = True + + if total is None and iterable is not None: + try: + total = len(iterable) + except (TypeError, AttributeError): + total = None + if total == float("inf"): + # Infinite iterations, behave same as unknown + total = None + + if disable: + self.iterable = iterable + self.disable = disable + with self._lock: + self.pos = self._get_free_pos(self) + self._instances.remove(self) + self.n = initial + self.total = total + self.leave = leave + return + + if kwargs: + self.disable = True + with self._lock: + self.pos = self._get_free_pos(self) + self._instances.remove(self) + raise ( + TqdmDeprecationWarning( + "`nested` is deprecated and automated.\n" + "Use `position` instead for manual control.\n", + fp_write=getattr(file, 'write', sys.stderr.write)) + if "nested" in kwargs else + TqdmKeyError("Unknown argument(s): " + str(kwargs))) + + # Preprocess the arguments + if ( + (ncols is None or nrows is None) and (file in (sys.stderr, sys.stdout)) + ) or dynamic_ncols: # pragma: no cover + if dynamic_ncols: + dynamic_ncols = _screen_shape_wrapper() + if dynamic_ncols: + ncols, nrows = dynamic_ncols(file) + else: + _dynamic_ncols = _screen_shape_wrapper() + if _dynamic_ncols: + _ncols, _nrows = _dynamic_ncols(file) + if ncols is None: + ncols = _ncols + if nrows is None: + nrows = _nrows + + if miniters is None: + miniters = 0 + dynamic_miniters = True + else: + dynamic_miniters = False + + if mininterval is None: + mininterval = 0 + + if maxinterval is None: + maxinterval = 0 + + if ascii is None: + ascii = not _supports_unicode(file) + + if bar_format and ascii is not True and not _is_ascii(ascii): + # Convert bar format into unicode since terminal uses unicode + bar_format = str(bar_format) + + if smoothing is None: + smoothing = 0 + + # Store the arguments + self.iterable = iterable + self.desc = desc or '' + self.total = total + self.leave = leave + self.fp = file + self.ncols = ncols + self.nrows = nrows + self.mininterval = mininterval + self.maxinterval = maxinterval + self.miniters = miniters + self.dynamic_miniters = dynamic_miniters + self.ascii = ascii + self.disable = disable + self.unit = unit + self.unit_scale = unit_scale + self.unit_divisor = unit_divisor + self.initial = initial + self.lock_args = lock_args + self.delay = delay + self.gui = gui + self.dynamic_ncols = dynamic_ncols + self.smoothing = smoothing + self._ema_dn = EMA(smoothing) + self._ema_dt = EMA(smoothing) + self._ema_miniters = EMA(smoothing) + self.bar_format = bar_format + self.postfix = None + self.colour = colour + self._time = time + if postfix: + try: + self.set_postfix(refresh=False, **postfix) + except TypeError: + self.postfix = postfix + + # Init the iterations counters + self.last_print_n = initial + self.n = initial + + # if nested, at initial sp() call we replace '\r' by '\n' to + # not overwrite the outer progress bar + with self._lock: + # mark fixed positions as negative + self.pos = self._get_free_pos(self) if position is None else -position + + if not gui: + # Initialize the screen printer + self.sp = self.status_printer(self.fp) + if delay <= 0: + self.refresh(lock_args=self.lock_args) + + # Init the time counter + self.last_print_t = self._time() + # NB: Avoid race conditions by setting start_t at the very end of init + self.start_t = self.last_print_t + + def __bool__(self): + if self.total is not None: + return self.total > 0 + if self.iterable is None: + raise TypeError('bool() undefined when iterable == total == None') + return bool(self.iterable) + + def __len__(self): + return ( + self.total if self.iterable is None + else self.iterable.shape[0] if hasattr(self.iterable, "shape") + else len(self.iterable) if hasattr(self.iterable, "__len__") + else self.iterable.__length_hint__() if hasattr(self.iterable, "__length_hint__") + else getattr(self, "total", None)) + + def __reversed__(self): + try: + orig = self.iterable + except AttributeError: + raise TypeError("'tqdm' object is not reversible") + else: + self.iterable = reversed(self.iterable) + return self.__iter__() + finally: + self.iterable = orig + + def __contains__(self, item): + contains = getattr(self.iterable, '__contains__', None) + return contains(item) if contains is not None else item in self.__iter__() + + def __enter__(self): + return self + + def __exit__(self, exc_type, exc_value, traceback): + try: + self.close() + except AttributeError: + # maybe eager thread cleanup upon external error + if (exc_type, exc_value, traceback) == (None, None, None): + raise + warn("AttributeError ignored", TqdmWarning, stacklevel=2) + + def __del__(self): + self.close() + + def __str__(self): + return self.format_meter(**self.format_dict) + + @property + def _comparable(self): + return abs(getattr(self, "pos", 1 << 31)) + + def __hash__(self): + return id(self) + + def __iter__(self): + """Backward-compatibility to use: for x in tqdm(iterable)""" + + # Inlining instance variables as locals (speed optimisation) + iterable = self.iterable + + # If the bar is disabled, then just walk the iterable + # (note: keep this check outside the loop for performance) + if self.disable: + for obj in iterable: + yield obj + return + + mininterval = self.mininterval + last_print_t = self.last_print_t + last_print_n = self.last_print_n + min_start_t = self.start_t + self.delay + n = self.n + time = self._time + + try: + for obj in iterable: + yield obj + # Update and possibly print the progressbar. + # Note: does not call self.update(1) for speed optimisation. + n += 1 + + if n - last_print_n >= self.miniters: + cur_t = time() + dt = cur_t - last_print_t + if dt >= mininterval and cur_t >= min_start_t: + self.update(n - last_print_n) + last_print_n = self.last_print_n + last_print_t = self.last_print_t + finally: + self.n = n + self.close() + + def update(self, n=1): + """ + Manually update the progress bar, useful for streams + such as reading files. + E.g.: + >>> t = tqdm(total=filesize) # Initialise + >>> for current_buffer in stream: + ... ... + ... t.update(len(current_buffer)) + >>> t.close() + The last line is highly recommended, but possibly not necessary if + `t.update()` will be called in such a way that `filesize` will be + exactly reached and printed. + + Parameters + ---------- + n : int or float, optional + Increment to add to the internal counter of iterations + [default: 1]. If using float, consider specifying `{n:.3f}` + or similar in `bar_format`, or specifying `unit_scale`. + + Returns + ------- + out : bool or None + True if a `display()` was triggered. + """ + if self.disable: + return + + if n < 0: + self.last_print_n += n # for auto-refresh logic to work + self.n += n + + # check counter first to reduce calls to time() + if self.n - self.last_print_n >= self.miniters: + cur_t = self._time() + dt = cur_t - self.last_print_t + if dt >= self.mininterval and cur_t >= self.start_t + self.delay: + cur_t = self._time() + dn = self.n - self.last_print_n # >= n + if self.smoothing and dt and dn: + # EMA (not just overall average) + self._ema_dn(dn) + self._ema_dt(dt) + self.refresh(lock_args=self.lock_args) + if self.dynamic_miniters: + # If no `miniters` was specified, adjust automatically to the + # maximum iteration rate seen so far between two prints. + # e.g.: After running `tqdm.update(5)`, subsequent + # calls to `tqdm.update()` will only cause an update after + # at least 5 more iterations. + if self.maxinterval and dt >= self.maxinterval: + self.miniters = dn * (self.mininterval or self.maxinterval) / dt + elif self.smoothing: + # EMA miniters update + self.miniters = self._ema_miniters( + dn * (self.mininterval / dt if self.mininterval and dt + else 1)) + else: + # max iters between two prints + self.miniters = max(self.miniters, dn) + + # Store old values for next call + self.last_print_n = self.n + self.last_print_t = cur_t + return True + + def close(self): + """Cleanup and (if leave=False) close the progressbar.""" + if self.disable: + return + + # Prevent multiple closures + self.disable = True + + # decrement instance pos and remove from internal set + pos = abs(self.pos) + self._decr_instances(self) + + if self.last_print_t < self.start_t + self.delay: + # haven't ever displayed; nothing to clear + return + + # GUI mode + if getattr(self, 'sp', None) is None: + return + + # annoyingly, _supports_unicode isn't good enough + def fp_write(s): + self.fp.write(str(s)) + + try: + fp_write('') + except ValueError as e: + if 'closed' in str(e): + return + raise # pragma: no cover + + leave = pos == 0 if self.leave is None else self.leave + + with self._lock: + if leave: + # stats for overall rate (no weighted average) + self._ema_dt = lambda: None + self.display(pos=0) + fp_write('\n') + else: + # clear previous display + if self.display(msg='', pos=pos) and not pos: + fp_write('\r') + + def clear(self, nolock=False): + """Clear current bar display.""" + if self.disable: + return + + if not nolock: + self._lock.acquire() + pos = abs(self.pos) + if pos < (self.nrows or 20): + self.moveto(pos) + self.sp('') + self.fp.write('\r') # place cursor back at the beginning of line + self.moveto(-pos) + if not nolock: + self._lock.release() + + def refresh(self, nolock=False, lock_args=None): + """ + Force refresh the display of this bar. + + Parameters + ---------- + nolock : bool, optional + If `True`, does not lock. + If [default: `False`]: calls `acquire()` on internal lock. + lock_args : tuple, optional + Passed to internal lock's `acquire()`. + If specified, will only `display()` if `acquire()` returns `True`. + """ + if self.disable: + return + + if not nolock: + if lock_args: + if not self._lock.acquire(*lock_args): + return False + else: + self._lock.acquire() + self.display() + if not nolock: + self._lock.release() + return True + + def unpause(self): + """Restart tqdm timer from last print time.""" + if self.disable: + return + cur_t = self._time() + self.start_t += cur_t - self.last_print_t + self.last_print_t = cur_t + + def reset(self, total=None): + """ + Resets to 0 iterations for repeated use. + + Consider combining with `leave=True`. + + Parameters + ---------- + total : int or float, optional. Total to use for the new bar. + """ + self.n = 0 + if total is not None: + self.total = total + if self.disable: + return + self.last_print_n = 0 + self.last_print_t = self.start_t = self._time() + self._ema_dn = EMA(self.smoothing) + self._ema_dt = EMA(self.smoothing) + self._ema_miniters = EMA(self.smoothing) + self.refresh() + + def set_description(self, desc=None, refresh=True): + """ + Set/modify description of the progress bar. + + Parameters + ---------- + desc : str, optional + refresh : bool, optional + Forces refresh [default: True]. + """ + self.desc = desc + ': ' if desc else '' + if refresh: + self.refresh() + + def set_description_str(self, desc=None, refresh=True): + """Set/modify description without ': ' appended.""" + self.desc = desc or '' + if refresh: + self.refresh() + + def set_postfix(self, ordered_dict=None, refresh=True, **kwargs): + """ + Set/modify postfix (additional stats) + with automatic formatting based on datatype. + + Parameters + ---------- + ordered_dict : dict or OrderedDict, optional + refresh : bool, optional + Forces refresh [default: True]. + kwargs : dict, optional + """ + # Sort in alphabetical order to be more deterministic + postfix = OrderedDict([] if ordered_dict is None else ordered_dict) + for key in sorted(kwargs.keys()): + postfix[key] = kwargs[key] + # Preprocess stats according to datatype + for key in postfix.keys(): + # Number: limit the length of the string + if isinstance(postfix[key], Number): + postfix[key] = self.format_num(postfix[key]) + # Else for any other type, try to get the string conversion + elif not isinstance(postfix[key], str): + postfix[key] = str(postfix[key]) + # Else if it's a string, don't need to preprocess anything + # Stitch together to get the final postfix + self.postfix = ', '.join(key + '=' + postfix[key].strip() + for key in postfix.keys()) + if refresh: + self.refresh() + + def set_postfix_str(self, s='', refresh=True): + """ + Postfix without dictionary expansion, similar to prefix handling. + """ + self.postfix = str(s) + if refresh: + self.refresh() + + def moveto(self, n): + # TODO: private method + self.fp.write('\n' * n + _term_move_up() * -n) + getattr(self.fp, 'flush', lambda: None)() + + @property + def format_dict(self): + """Public API for read-only member access.""" + if self.disable and not hasattr(self, 'unit'): + return defaultdict(lambda: None, { + 'n': self.n, 'total': self.total, 'elapsed': 0, 'unit': 'it'}) + if self.dynamic_ncols: + self.ncols, self.nrows = self.dynamic_ncols(self.fp) + return { + 'n': self.n, 'total': self.total, + 'elapsed': self._time() - self.start_t if hasattr(self, 'start_t') else 0, + 'ncols': self.ncols, 'nrows': self.nrows, 'prefix': self.desc, + 'ascii': self.ascii, 'unit': self.unit, 'unit_scale': self.unit_scale, + 'rate': self._ema_dn() / self._ema_dt() if self._ema_dt() else None, + 'bar_format': self.bar_format, 'postfix': self.postfix, + 'unit_divisor': self.unit_divisor, 'initial': self.initial, + 'colour': self.colour} + + def display(self, msg=None, pos=None): + """ + Use `self.sp` to display `msg` in the specified `pos`. + + Consider overloading this function when inheriting to use e.g.: + `self.some_frontend(**self.format_dict)` instead of `self.sp`. + + Parameters + ---------- + msg : str, optional. What to display (default: `repr(self)`). + pos : int, optional. Position to `moveto` + (default: `abs(self.pos)`). + """ + if pos is None: + pos = abs(self.pos) + + nrows = self.nrows or 20 + if pos >= nrows - 1: + if pos >= nrows: + return False + if msg or msg is None: # override at `nrows - 1` + msg = " ... (more hidden) ..." + + if not hasattr(self, "sp"): + raise TqdmDeprecationWarning( + "Please use `tqdm.gui.tqdm(...)`" + " instead of `tqdm(..., gui=True)`\n", + fp_write=getattr(self.fp, 'write', sys.stderr.write)) + + if pos: + self.moveto(pos) + self.sp(self.__str__() if msg is None else msg) + if pos: + self.moveto(-pos) + return True + + @classmethod + @contextmanager + def wrapattr(cls, stream, method, total=None, bytes=True, **tqdm_kwargs): + """ + stream : file-like object. + method : str, "read" or "write". The result of `read()` and + the first argument of `write()` should have a `len()`. + + >>> with tqdm.wrapattr(file_obj, "read", total=file_obj.size) as fobj: + ... while True: + ... chunk = fobj.read(chunk_size) + ... if not chunk: + ... break + """ + with cls(total=total, **tqdm_kwargs) as t: + if bytes: + t.unit = "B" + t.unit_scale = True + t.unit_divisor = 1024 + yield CallbackIOWrapper(t.update, stream, method) + + +def trange(*args, **kwargs): + """Shortcut for tqdm(range(*args), **kwargs).""" + return tqdm(range(*args), **kwargs) diff --git a/.venv/lib/python3.12/site-packages/tqdm/tk.py b/.venv/lib/python3.12/site-packages/tqdm/tk.py new file mode 100644 index 00000000..788303c8 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/tk.py @@ -0,0 +1,196 @@ +""" +Tkinter GUI progressbar decorator for iterators. + +Usage: +>>> from tqdm.tk import trange, tqdm +>>> for i in trange(10): +... ... +""" +import re +import sys +import tkinter +import tkinter.ttk as ttk +from warnings import warn + +from .std import TqdmExperimentalWarning, TqdmWarning +from .std import tqdm as std_tqdm + +__author__ = {"github.com/": ["richardsheridan", "casperdcl"]} +__all__ = ['tqdm_tk', 'ttkrange', 'tqdm', 'trange'] + + +class tqdm_tk(std_tqdm): # pragma: no cover + """ + Experimental Tkinter GUI version of tqdm! + + Note: Window interactivity suffers if `tqdm_tk` is not running within + a Tkinter mainloop and values are generated infrequently. In this case, + consider calling `tqdm_tk.refresh()` frequently in the Tk thread. + """ + + # TODO: @classmethod: write()? + + def __init__(self, *args, **kwargs): + """ + This class accepts the following parameters *in addition* to + the parameters accepted by `tqdm`. + + Parameters + ---------- + grab : bool, optional + Grab the input across all windows of the process. + tk_parent : `tkinter.Wm`, optional + Parent Tk window. + cancel_callback : Callable, optional + Create a cancel button and set `cancel_callback` to be called + when the cancel or window close button is clicked. + """ + kwargs = kwargs.copy() + kwargs['gui'] = True + # convert disable = None to False + kwargs['disable'] = bool(kwargs.get('disable', False)) + self._warn_leave = 'leave' in kwargs + grab = kwargs.pop('grab', False) + tk_parent = kwargs.pop('tk_parent', None) + self._cancel_callback = kwargs.pop('cancel_callback', None) + super().__init__(*args, **kwargs) + + if self.disable: + return + + if tk_parent is None: # Discover parent widget + try: + tk_parent = tkinter._default_root + except AttributeError: + raise AttributeError( + "`tk_parent` required when using `tkinter.NoDefaultRoot()`") + if tk_parent is None: # use new default root window as display + self._tk_window = tkinter.Tk() + else: # some other windows already exist + self._tk_window = tkinter.Toplevel() + else: + self._tk_window = tkinter.Toplevel(tk_parent) + + warn("GUI is experimental/alpha", TqdmExperimentalWarning, stacklevel=2) + self._tk_dispatching = self._tk_dispatching_helper() + + self._tk_window.protocol("WM_DELETE_WINDOW", self.cancel) + self._tk_window.wm_title(self.desc) + self._tk_window.wm_attributes("-topmost", 1) + self._tk_window.after(0, lambda: self._tk_window.wm_attributes("-topmost", 0)) + self._tk_n_var = tkinter.DoubleVar(self._tk_window, value=0) + self._tk_text_var = tkinter.StringVar(self._tk_window) + pbar_frame = ttk.Frame(self._tk_window, padding=5) + pbar_frame.pack() + _tk_label = ttk.Label(pbar_frame, textvariable=self._tk_text_var, + wraplength=600, anchor="center", justify="center") + _tk_label.pack() + self._tk_pbar = ttk.Progressbar( + pbar_frame, variable=self._tk_n_var, length=450) + if self.total is not None: + self._tk_pbar.configure(maximum=self.total) + else: + self._tk_pbar.configure(mode="indeterminate") + self._tk_pbar.pack() + if self._cancel_callback is not None: + _tk_button = ttk.Button(pbar_frame, text="Cancel", command=self.cancel) + _tk_button.pack() + if grab: + self._tk_window.grab_set() + + def close(self): + if self.disable: + return + + self.disable = True + + with self.get_lock(): + self._instances.remove(self) + + def _close(): + self._tk_window.after('idle', self._tk_window.destroy) + if not self._tk_dispatching: + self._tk_window.update() + + self._tk_window.protocol("WM_DELETE_WINDOW", _close) + + # if leave is set but we are self-dispatching, the left window is + # totally unresponsive unless the user manually dispatches + if not self.leave: + _close() + elif not self._tk_dispatching: + if self._warn_leave: + warn("leave flag ignored if not in tkinter mainloop", + TqdmWarning, stacklevel=2) + _close() + + def clear(self, *_, **__): + pass + + def display(self, *_, **__): + self._tk_n_var.set(self.n) + d = self.format_dict + # remove {bar} + d['bar_format'] = (d['bar_format'] or "{l_bar}<bar/>{r_bar}").replace( + "{bar}", "<bar/>") + msg = self.format_meter(**d) + if '<bar/>' in msg: + msg = "".join(re.split(r'\|?<bar/>\|?', msg, maxsplit=1)) + self._tk_text_var.set(msg) + if not self._tk_dispatching: + self._tk_window.update() + + def set_description(self, desc=None, refresh=True): + self.set_description_str(desc, refresh) + + def set_description_str(self, desc=None, refresh=True): + self.desc = desc + if not self.disable: + self._tk_window.wm_title(desc) + if refresh and not self._tk_dispatching: + self._tk_window.update() + + def cancel(self): + """ + `cancel_callback()` followed by `close()` + when close/cancel buttons clicked. + """ + if self._cancel_callback is not None: + self._cancel_callback() + self.close() + + def reset(self, total=None): + """ + Resets to 0 iterations for repeated use. + + Parameters + ---------- + total : int or float, optional. Total to use for the new bar. + """ + if hasattr(self, '_tk_pbar'): + if total is None: + self._tk_pbar.configure(maximum=100, mode="indeterminate") + else: + self._tk_pbar.configure(maximum=total, mode="determinate") + super().reset(total=total) + + @staticmethod + def _tk_dispatching_helper(): + """determine if Tkinter mainloop is dispatching events""" + codes = {tkinter.mainloop.__code__, tkinter.Misc.mainloop.__code__} + for frame in sys._current_frames().values(): + while frame: + if frame.f_code in codes: + return True + frame = frame.f_back + return False + + +def ttkrange(*args, **kwargs): + """Shortcut for `tqdm.tk.tqdm(range(*args), **kwargs)`.""" + return tqdm_tk(range(*args), **kwargs) + + +# Aliases +tqdm = tqdm_tk +trange = ttkrange diff --git a/.venv/lib/python3.12/site-packages/tqdm/tqdm.1 b/.venv/lib/python3.12/site-packages/tqdm/tqdm.1 new file mode 100644 index 00000000..b90ab4b9 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/tqdm.1 @@ -0,0 +1,314 @@ +.\" Automatically generated by Pandoc 1.19.2 +.\" +.TH "TQDM" "1" "2015\-2021" "tqdm User Manuals" "" +.hy +.SH NAME +.PP +tqdm \- fast, extensible progress bar for Python and CLI +.SH SYNOPSIS +.PP +tqdm [\f[I]options\f[]] +.SH DESCRIPTION +.PP +See <https://github.com/tqdm/tqdm>. +Can be used as a pipe: +.IP +.nf +\f[C] +$\ #\ count\ lines\ of\ code +$\ cat\ *.py\ |\ tqdm\ |\ wc\ \-l +327it\ [00:00,\ 981773.38it/s] +327 + +$\ #\ find\ all\ files +$\ find\ .\ \-name\ "*.py"\ |\ tqdm\ |\ wc\ \-l +432it\ [00:00,\ 833842.30it/s] +432 + +#\ ...\ and\ more\ info +$\ find\ .\ \-name\ \[aq]*.py\[aq]\ \-exec\ wc\ \-l\ \\{}\ \\;\ \\ +\ \ |\ tqdm\ \-\-total\ 432\ \-\-unit\ files\ \-\-desc\ counting\ \\ +\ \ |\ awk\ \[aq]{\ sum\ +=\ $1\ };\ END\ {\ print\ sum\ }\[aq] +counting:\ 100%|█████████|\ 432/432\ [00:00<00:00,\ 794361.83files/s] +131998 +\f[] +.fi +.SH OPTIONS +.TP +.B \-h, \-\-help +Print this help and exit. +.RS +.RE +.TP +.B \-v, \-\-version +Print version and exit. +.RS +.RE +.TP +.B \-\-desc=\f[I]desc\f[] +str, optional. +Prefix for the progressbar. +.RS +.RE +.TP +.B \-\-total=\f[I]total\f[] +int or float, optional. +The number of expected iterations. +If unspecified, len(iterable) is used if possible. +If float("inf") or as a last resort, only basic progress statistics are +displayed (no ETA, no progressbar). +If \f[C]gui\f[] is True and this parameter needs subsequent updating, +specify an initial arbitrary large positive number, e.g. +9e9. +.RS +.RE +.TP +.B \-\-leave +bool, optional. +If [default: True], keeps all traces of the progressbar upon termination +of iteration. +If \f[C]None\f[], will leave only if \f[C]position\f[] is \f[C]0\f[]. +.RS +.RE +.TP +.B \-\-ncols=\f[I]ncols\f[] +int, optional. +The width of the entire output message. +If specified, dynamically resizes the progressbar to stay within this +bound. +If unspecified, attempts to use environment width. +The fallback is a meter width of 10 and no limit for the counter and +statistics. +If 0, will not print any meter (only stats). +.RS +.RE +.TP +.B \-\-mininterval=\f[I]mininterval\f[] +float, optional. +Minimum progress display update interval [default: 0.1] seconds. +.RS +.RE +.TP +.B \-\-maxinterval=\f[I]maxinterval\f[] +float, optional. +Maximum progress display update interval [default: 10] seconds. +Automatically adjusts \f[C]miniters\f[] to correspond to +\f[C]mininterval\f[] after long display update lag. +Only works if \f[C]dynamic_miniters\f[] or monitor thread is enabled. +.RS +.RE +.TP +.B \-\-miniters=\f[I]miniters\f[] +int or float, optional. +Minimum progress display update interval, in iterations. +If 0 and \f[C]dynamic_miniters\f[], will automatically adjust to equal +\f[C]mininterval\f[] (more CPU efficient, good for tight loops). +If > 0, will skip display of specified number of iterations. +Tweak this and \f[C]mininterval\f[] to get very efficient loops. +If your progress is erratic with both fast and slow iterations (network, +skipping items, etc) you should set miniters=1. +.RS +.RE +.TP +.B \-\-ascii=\f[I]ascii\f[] +bool or str, optional. +If unspecified or False, use unicode (smooth blocks) to fill the meter. +The fallback is to use ASCII characters " 123456789#". +.RS +.RE +.TP +.B \-\-disable +bool, optional. +Whether to disable the entire progressbar wrapper [default: False]. +If set to None, disable on non\-TTY. +.RS +.RE +.TP +.B \-\-unit=\f[I]unit\f[] +str, optional. +String that will be used to define the unit of each iteration [default: +it]. +.RS +.RE +.TP +.B \-\-unit\-scale=\f[I]unit_scale\f[] +bool or int or float, optional. +If 1 or True, the number of iterations will be reduced/scaled +automatically and a metric prefix following the International System of +Units standard will be added (kilo, mega, etc.) [default: False]. +If any other non\-zero number, will scale \f[C]total\f[] and \f[C]n\f[]. +.RS +.RE +.TP +.B \-\-dynamic\-ncols +bool, optional. +If set, constantly alters \f[C]ncols\f[] and \f[C]nrows\f[] to the +environment (allowing for window resizes) [default: False]. +.RS +.RE +.TP +.B \-\-smoothing=\f[I]smoothing\f[] +float, optional. +Exponential moving average smoothing factor for speed estimates (ignored +in GUI mode). +Ranges from 0 (average speed) to 1 (current/instantaneous speed) +[default: 0.3]. +.RS +.RE +.TP +.B \-\-bar\-format=\f[I]bar_format\f[] +str, optional. +Specify a custom bar string formatting. +May impact performance. +[default: \[aq]{l_bar}{bar}{r_bar}\[aq]], where l_bar=\[aq]{desc}: +{percentage:3.0f}%|\[aq] and r_bar=\[aq]| {n_fmt}/{total_fmt} +[{elapsed}<{remaining}, \[aq] \[aq]{rate_fmt}{postfix}]\[aq] Possible +vars: l_bar, bar, r_bar, n, n_fmt, total, total_fmt, percentage, +elapsed, elapsed_s, ncols, nrows, desc, unit, rate, rate_fmt, +rate_noinv, rate_noinv_fmt, rate_inv, rate_inv_fmt, postfix, +unit_divisor, remaining, remaining_s, eta. +Note that a trailing ": " is automatically removed after {desc} if the +latter is empty. +.RS +.RE +.TP +.B \-\-initial=\f[I]initial\f[] +int or float, optional. +The initial counter value. +Useful when restarting a progress bar [default: 0]. +If using float, consider specifying \f[C]{n:.3f}\f[] or similar in +\f[C]bar_format\f[], or specifying \f[C]unit_scale\f[]. +.RS +.RE +.TP +.B \-\-position=\f[I]position\f[] +int, optional. +Specify the line offset to print this bar (starting from 0) Automatic if +unspecified. +Useful to manage multiple bars at once (eg, from threads). +.RS +.RE +.TP +.B \-\-postfix=\f[I]postfix\f[] +dict or *, optional. +Specify additional stats to display at the end of the bar. +Calls \f[C]set_postfix(**postfix)\f[] if possible (dict). +.RS +.RE +.TP +.B \-\-unit\-divisor=\f[I]unit_divisor\f[] +float, optional. +[default: 1000], ignored unless \f[C]unit_scale\f[] is True. +.RS +.RE +.TP +.B \-\-write\-bytes +bool, optional. +Whether to write bytes. +If (default: False) will write unicode. +.RS +.RE +.TP +.B \-\-lock\-args=\f[I]lock_args\f[] +tuple, optional. +Passed to \f[C]refresh\f[] for intermediate output (initialisation, +iterating, and updating). +.RS +.RE +.TP +.B \-\-nrows=\f[I]nrows\f[] +int, optional. +The screen height. +If specified, hides nested bars outside this bound. +If unspecified, attempts to use environment height. +The fallback is 20. +.RS +.RE +.TP +.B \-\-colour=\f[I]colour\f[] +str, optional. +Bar colour (e.g. +\[aq]green\[aq], \[aq]#00ff00\[aq]). +.RS +.RE +.TP +.B \-\-delay=\f[I]delay\f[] +float, optional. +Don\[aq]t display until [default: 0] seconds have elapsed. +.RS +.RE +.TP +.B \-\-delim=\f[I]delim\f[] +chr, optional. +Delimiting character [default: \[aq]\\n\[aq]]. +Use \[aq]\\0\[aq] for null. +N.B.: on Windows systems, Python converts \[aq]\\n\[aq] to +\[aq]\\r\\n\[aq]. +.RS +.RE +.TP +.B \-\-buf\-size=\f[I]buf_size\f[] +int, optional. +String buffer size in bytes [default: 256] used when \f[C]delim\f[] is +specified. +.RS +.RE +.TP +.B \-\-bytes +bool, optional. +If true, will count bytes, ignore \f[C]delim\f[], and default +\f[C]unit_scale\f[] to True, \f[C]unit_divisor\f[] to 1024, and +\f[C]unit\f[] to \[aq]B\[aq]. +.RS +.RE +.TP +.B \-\-tee +bool, optional. +If true, passes \f[C]stdin\f[] to both \f[C]stderr\f[] and +\f[C]stdout\f[]. +.RS +.RE +.TP +.B \-\-update +bool, optional. +If true, will treat input as newly elapsed iterations, i.e. +numbers to pass to \f[C]update()\f[]. +Note that this is slow (~2e5 it/s) since every input must be decoded as +a number. +.RS +.RE +.TP +.B \-\-update\-to +bool, optional. +If true, will treat input as total elapsed iterations, i.e. +numbers to assign to \f[C]self.n\f[]. +Note that this is slow (~2e5 it/s) since every input must be decoded as +a number. +.RS +.RE +.TP +.B \-\-null +bool, optional. +If true, will discard input (no stdout). +.RS +.RE +.TP +.B \-\-manpath=\f[I]manpath\f[] +str, optional. +Directory in which to install tqdm man pages. +.RS +.RE +.TP +.B \-\-comppath=\f[I]comppath\f[] +str, optional. +Directory in which to place tqdm completion. +.RS +.RE +.TP +.B \-\-log=\f[I]log\f[] +str, optional. +CRITICAL|FATAL|ERROR|WARN(ING)|[default: \[aq]INFO\[aq]]|DEBUG|NOTSET. +.RS +.RE +.SH AUTHORS +tqdm developers <https://github.com/tqdm>. diff --git a/.venv/lib/python3.12/site-packages/tqdm/utils.py b/.venv/lib/python3.12/site-packages/tqdm/utils.py new file mode 100644 index 00000000..af3ec7de --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/utils.py @@ -0,0 +1,399 @@ +""" +General helpers required for `tqdm.std`. +""" +import os +import re +import sys +from functools import partial, partialmethod, wraps +from inspect import signature +# TODO consider using wcswidth third-party package for 0-width characters +from unicodedata import east_asian_width +from warnings import warn +from weakref import proxy + +_range, _unich, _unicode, _basestring = range, chr, str, str +CUR_OS = sys.platform +IS_WIN = any(CUR_OS.startswith(i) for i in ['win32', 'cygwin']) +IS_NIX = any(CUR_OS.startswith(i) for i in ['aix', 'linux', 'darwin', 'freebsd']) +RE_ANSI = re.compile(r"\x1b\[[;\d]*[A-Za-z]") + +try: + if IS_WIN: + import colorama + else: + raise ImportError +except ImportError: + colorama = None +else: + try: + colorama.init(strip=False) + except TypeError: + colorama.init() + + +def envwrap(prefix, types=None, is_method=False): + """ + Override parameter defaults via `os.environ[prefix + param_name]`. + Maps UPPER_CASE env vars map to lower_case param names. + camelCase isn't supported (because Windows ignores case). + + Precedence (highest first): + + - call (`foo(a=3)`) + - environ (`FOO_A=2`) + - signature (`def foo(a=1)`) + + Parameters + ---------- + prefix : str + Env var prefix, e.g. "FOO_" + types : dict, optional + Fallback mappings `{'param_name': type, ...}` if types cannot be + inferred from function signature. + Consider using `types=collections.defaultdict(lambda: ast.literal_eval)`. + is_method : bool, optional + Whether to use `functools.partialmethod`. If (default: False) use `functools.partial`. + + Examples + -------- + ``` + $ cat foo.py + from tqdm.utils import envwrap + @envwrap("FOO_") + def test(a=1, b=2, c=3): + print(f"received: a={a}, b={b}, c={c}") + + $ FOO_A=42 FOO_C=1337 python -c 'import foo; foo.test(c=99)' + received: a=42, b=2, c=99 + ``` + """ + if types is None: + types = {} + i = len(prefix) + env_overrides = {k[i:].lower(): v for k, v in os.environ.items() if k.startswith(prefix)} + part = partialmethod if is_method else partial + + def wrap(func): + params = signature(func).parameters + # ignore unknown env vars + overrides = {k: v for k, v in env_overrides.items() if k in params} + # infer overrides' `type`s + for k in overrides: + param = params[k] + if param.annotation is not param.empty: # typehints + for typ in getattr(param.annotation, '__args__', (param.annotation,)): + try: + overrides[k] = typ(overrides[k]) + except Exception: + pass + else: + break + elif param.default is not None: # type of default value + overrides[k] = type(param.default)(overrides[k]) + else: + try: # `types` fallback + overrides[k] = types[k](overrides[k]) + except KeyError: # keep unconverted (`str`) + pass + return part(func, **overrides) + return wrap + + +class FormatReplace(object): + """ + >>> a = FormatReplace('something') + >>> f"{a:5d}" + 'something' + """ # NOQA: P102 + def __init__(self, replace=''): + self.replace = replace + self.format_called = 0 + + def __format__(self, _): + self.format_called += 1 + return self.replace + + +class Comparable(object): + """Assumes child has self._comparable attr/@property""" + def __lt__(self, other): + return self._comparable < other._comparable + + def __le__(self, other): + return (self < other) or (self == other) + + def __eq__(self, other): + return self._comparable == other._comparable + + def __ne__(self, other): + return not self == other + + def __gt__(self, other): + return not self <= other + + def __ge__(self, other): + return not self < other + + +class ObjectWrapper(object): + def __getattr__(self, name): + return getattr(self._wrapped, name) + + def __setattr__(self, name, value): + return setattr(self._wrapped, name, value) + + def wrapper_getattr(self, name): + """Actual `self.getattr` rather than self._wrapped.getattr""" + try: + return object.__getattr__(self, name) + except AttributeError: # py2 + return getattr(self, name) + + def wrapper_setattr(self, name, value): + """Actual `self.setattr` rather than self._wrapped.setattr""" + return object.__setattr__(self, name, value) + + def __init__(self, wrapped): + """ + Thin wrapper around a given object + """ + self.wrapper_setattr('_wrapped', wrapped) + + +class SimpleTextIOWrapper(ObjectWrapper): + """ + Change only `.write()` of the wrapped object by encoding the passed + value and passing the result to the wrapped object's `.write()` method. + """ + # pylint: disable=too-few-public-methods + def __init__(self, wrapped, encoding): + super().__init__(wrapped) + self.wrapper_setattr('encoding', encoding) + + def write(self, s): + """ + Encode `s` and pass to the wrapped object's `.write()` method. + """ + return self._wrapped.write(s.encode(self.wrapper_getattr('encoding'))) + + def __eq__(self, other): + return self._wrapped == getattr(other, '_wrapped', other) + + +class DisableOnWriteError(ObjectWrapper): + """ + Disable the given `tqdm_instance` upon `write()` or `flush()` errors. + """ + @staticmethod + def disable_on_exception(tqdm_instance, func): + """ + Quietly set `tqdm_instance.miniters=inf` if `func` raises `errno=5`. + """ + tqdm_instance = proxy(tqdm_instance) + + def inner(*args, **kwargs): + try: + return func(*args, **kwargs) + except OSError as e: + if e.errno != 5: + raise + try: + tqdm_instance.miniters = float('inf') + except ReferenceError: + pass + except ValueError as e: + if 'closed' not in str(e): + raise + try: + tqdm_instance.miniters = float('inf') + except ReferenceError: + pass + return inner + + def __init__(self, wrapped, tqdm_instance): + super().__init__(wrapped) + if hasattr(wrapped, 'write'): + self.wrapper_setattr( + 'write', self.disable_on_exception(tqdm_instance, wrapped.write)) + if hasattr(wrapped, 'flush'): + self.wrapper_setattr( + 'flush', self.disable_on_exception(tqdm_instance, wrapped.flush)) + + def __eq__(self, other): + return self._wrapped == getattr(other, '_wrapped', other) + + +class CallbackIOWrapper(ObjectWrapper): + def __init__(self, callback, stream, method="read"): + """ + Wrap a given `file`-like object's `read()` or `write()` to report + lengths to the given `callback` + """ + super().__init__(stream) + func = getattr(stream, method) + if method == "write": + @wraps(func) + def write(data, *args, **kwargs): + res = func(data, *args, **kwargs) + callback(len(data)) + return res + self.wrapper_setattr('write', write) + elif method == "read": + @wraps(func) + def read(*args, **kwargs): + data = func(*args, **kwargs) + callback(len(data)) + return data + self.wrapper_setattr('read', read) + else: + raise KeyError("Can only wrap read/write methods") + + +def _is_utf(encoding): + try: + u'\u2588\u2589'.encode(encoding) + except UnicodeEncodeError: + return False + except Exception: + try: + return encoding.lower().startswith('utf-') or ('U8' == encoding) + except Exception: + return False + else: + return True + + +def _supports_unicode(fp): + try: + return _is_utf(fp.encoding) + except AttributeError: + return False + + +def _is_ascii(s): + if isinstance(s, str): + for c in s: + if ord(c) > 255: + return False + return True + return _supports_unicode(s) + + +def _screen_shape_wrapper(): # pragma: no cover + """ + Return a function which returns console dimensions (width, height). + Supported: linux, osx, windows, cygwin. + """ + _screen_shape = None + if IS_WIN: + _screen_shape = _screen_shape_windows + if _screen_shape is None: + _screen_shape = _screen_shape_tput + if IS_NIX: + _screen_shape = _screen_shape_linux + return _screen_shape + + +def _screen_shape_windows(fp): # pragma: no cover + try: + import struct + from ctypes import create_string_buffer, windll + from sys import stdin, stdout + + io_handle = -12 # assume stderr + if fp == stdin: + io_handle = -10 + elif fp == stdout: + io_handle = -11 + + h = windll.kernel32.GetStdHandle(io_handle) + csbi = create_string_buffer(22) + res = windll.kernel32.GetConsoleScreenBufferInfo(h, csbi) + if res: + (_bufx, _bufy, _curx, _cury, _wattr, left, top, right, bottom, + _maxx, _maxy) = struct.unpack("hhhhHhhhhhh", csbi.raw) + return right - left, bottom - top # +1 + except Exception: # nosec + pass + return None, None + + +def _screen_shape_tput(*_): # pragma: no cover + """cygwin xterm (windows)""" + try: + import shlex + from subprocess import check_call # nosec + return [int(check_call(shlex.split('tput ' + i))) - 1 + for i in ('cols', 'lines')] + except Exception: # nosec + pass + return None, None + + +def _screen_shape_linux(fp): # pragma: no cover + + try: + from array import array + from fcntl import ioctl + from termios import TIOCGWINSZ + except ImportError: + return None, None + else: + try: + rows, cols = array('h', ioctl(fp, TIOCGWINSZ, '\0' * 8))[:2] + return cols, rows + except Exception: + try: + return [int(os.environ[i]) - 1 for i in ("COLUMNS", "LINES")] + except (KeyError, ValueError): + return None, None + + +def _environ_cols_wrapper(): # pragma: no cover + """ + Return a function which returns console width. + Supported: linux, osx, windows, cygwin. + """ + warn("Use `_screen_shape_wrapper()(file)[0]` instead of" + " `_environ_cols_wrapper()(file)`", DeprecationWarning, stacklevel=2) + shape = _screen_shape_wrapper() + if not shape: + return None + + @wraps(shape) + def inner(fp): + return shape(fp)[0] + + return inner + + +def _term_move_up(): # pragma: no cover + return '' if (os.name == 'nt') and (colorama is None) else '\x1b[A' + + +def _text_width(s): + return sum(2 if east_asian_width(ch) in 'FW' else 1 for ch in str(s)) + + +def disp_len(data): + """ + Returns the real on-screen length of a string which may contain + ANSI control codes and wide chars. + """ + return _text_width(RE_ANSI.sub('', data)) + + +def disp_trim(data, length): + """ + Trim a string which may contain ANSI control characters. + """ + if len(data) == disp_len(data): + return data[:length] + + ansi_present = bool(RE_ANSI.search(data)) + while disp_len(data) > length: # carefully delete one char at a time + data = data[:-1] + if ansi_present and bool(RE_ANSI.search(data)): + # assume ANSI reset is required + return data if data.endswith("\033[0m") else data + "\033[0m" + return data diff --git a/.venv/lib/python3.12/site-packages/tqdm/version.py b/.venv/lib/python3.12/site-packages/tqdm/version.py new file mode 100644 index 00000000..11cbaea7 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/tqdm/version.py @@ -0,0 +1,9 @@ +"""`tqdm` version detector. Precedence: installed dist, git, 'UNKNOWN'.""" +try: + from ._dist_ver import __version__ +except ImportError: + try: + from setuptools_scm import get_version + __version__ = get_version(root='..', relative_to=__file__) + except (ImportError, LookupError): + __version__ = "UNKNOWN" |