A progress tracker with methods for throughput, ETA and update notification; also a compound progress meter composed from other progress meters.
Project description
A progress tracker with methods for throughput, ETA and update notification; also a compound progress meter composed from other progress meters.
Latest release 20250530: progressbar, Progress.iterbar, Progress.bar: default report_print to the ambient verbose setting instead of not the ambient quiet setting.
This contains the follow main items:
progressbar: a wrapper for an iterable presenting a progress bar in the terminalProgress: a progress tracking classOverProgress: a progress tracking class which tracks the aggregate of multipleProgressinstances
Example:
for item in progressbar(items, "task name"):
....
Short summary:
auto_progressbar: Decorator for a function accepting an optionalprogresskeyword parameter. Ifprogressis notNoneand the defaultUpdis not disabled, run the function with a progress bar.BaseProgress: The base class forProgressandOverProcesswith various common methods.CheckPoint: CheckPoint(time, position).OverProgress: AProgress-like class computed from a set of subsidiaryProgresses.Progress: A progress counter to track task completion with various utility methods.progressbar: Convenience function to construct and run aProgress.iterbarwrapping the iterableit, issuing and withdrawing a progress bar during the iteration. If there is no currentUpdinstance or it is disabled, this returnsitdirectly.selftest: Exercise some of the functionality.
Module contents:
-
auto_progressbar(*da, **dkw): Decorator for a function accepting an optionalprogresskeyword parameter. Ifprogressis notNoneand the defaultUpdis not disabled, run the function with a progress bar. -
ClassBaseProgress``: The base class forProgressand `OverProcess` with various common methods.Note that durations are in seconds and that absolute time is in seconds since the UNIX epoch (the basis of
time.time()).
BaseProgress.__init__(self, name=None, start_time=None, units_scale=None):
Initialise a progress instance.
Parameters:
name: optional namestart_time: optional UNIX epoch start time, default fromtime.time()units_scale: a scale for use withcs.units.transcribe, defaultBINARY_BYTES_SCALE
BaseProgress.__eq__(self, other):
A Progress is equal to another object other
if its position equals int(other).
BaseProgress.__ge__(self, other):
Return a >= b. Computed by @total_ordering from (not a < b).
BaseProgress.__gt__(self, other):
Return a > b. Computed by @total_ordering from (not a < b) and (a != b).
BaseProgress.__int__(self):
int(Progress) returns the current position.
BaseProgress.__le__(self, other):
Return a <= b. Computed by @total_ordering from (a < b) or (a == b).
BaseProgress.__lt__(self, other):
A Progress is less then another object other
if its position is less than int(other).
BaseProgress.arrow(self, width, no_padding=False):
Construct a progress arrow representing completion
to fit in the specified width.
BaseProgress.bar(*a, upd: Optional[cs.upd.Upd] = <function uses_upd.<locals>.<lambda> at 0x10d7f4ea0>, **kw):
A context manager to create and withdraw a progress bar.
It returns the UpdProxy which displays the progress bar.
Parameters:
label: an optional label for the progress bar, default fromself.name.insert_pos: where to insert the progress bar within thecs.Upd, default1poll: an optional callable which will receiveself, which can be used to update the progress state before updating the progress bar display; useful if the progress should be updates from some other programme staterecent_window: optional timeframe to define "recent" in seconds; if the defaultstatusfunc(Progress.status) is used this is passed to itreport_print: optionalprintcompatible function with which to write a report on completion; this may also be abool, which if true will useUpd.printin order to interoperate withUpd.stalled: optional string to replace the word'stalled'in the status line; for a worker this might be better as'idle'statusfunc: an optional function to compute the progress bar text accepting(self,label,width); defaultProgress.statusupdate_period: an optional frequency with which to update the display, default fromDEFAULT_UPDATE_PERIOD(0.3s); if set to0then the display is updated wheneverselfis updatedwidth: an optional width expressing how wide the progress bar text may be. The default comes from theproxy.widthproperty.
Example use:
# display progress reporting during upload_filename()
# which updates the supplied Progress instance
# during its operation
P = Progress(name=label)
with P.bar(report_print=True):
upload_filename(src, progress=P)
BaseProgress.elapsed_time:
Time elapsed since start_time.
BaseProgress.eta:
The projected time of completion: now + remaining_time.
If remaining_time is None, this is also None.
BaseProgress.format_counter(self, value, scale=None, max_parts=2, sep=',', **kw):
Format value accoridng to scale and max_parts
using cs.units.transcribe.
BaseProgress.iterbar(self, it, label=None, *, itemlenfunc=None, incfirst=False, update_period=0.3, cancelled=None, runstate: Optional[cs.resources.RunState] = <function uses_runstate.<locals>.<lambda> at 0x10d7f5300>, **bar_kw):
An iterable progress bar: a generator yielding values
from the iterable it while updating a progress bar.
Parameters:
it: the iterable to consume and yield.label: a label for the progress bar, default fromself.name.itemlenfunc: an optional function returning the "size" of each item fromit, used to advanceself.position. The default is to assume a size of1. A convenient alternative choice may be the builtin functionlen.incfirst: whether to advanceself.positionbefore weyieldan item fromitor afterwards. This reflects whether it is considered that progress is made as items are obtained or only after items are processed by whatever is consuming this generator. The default isFalse, advancing after processing.update_period: defaultDEFAULT_UPDATE_PERIOD; if0then update on every iteration, otherwise everyupdate_periodsecondscancelled: an optional callable to test for iteration cancellation Other parameters are passed toProgress.bar.
Example uses:
from cs.units import DECIMAL_SCALE
rows = [some list of data]
P = Progress(total=len(rows), units_scale=DECIMAL_SCALE)
for row in P.iterbar(rows, incfirst=True):
... do something with each row ...
with open(data_filename, 'rb') as f:
datalen = os.stat(f).st_size
def readfrom(f):
while True:
bs = f.read(65536)
if not bs:
break
yield bs
P = Progress(total=datalen)
for bs in P.iterbar(readfrom(f), itemlenfunc=len):
... process the file data in bs ...
BaseProgress.qbar(self, label=None, **iterbar_kw) -> cs.queues.QueueIterator:
Set up a progress bar, return a closeable Queue-like object
for receiving items. This is a shim for Progress.iterbar
which dispatches a worker to iterate items put onto a queue.
Example:
Q = Progress.qbar("label")
try:
... do work, calling Q.put(item) ...
finally:
Q.close()
BaseProgress.ratio:
The fraction of progress completed: (position-start)/(total-start).
Returns None if total is None or total<=start.
Example:
>>> P = Progress()
P.ratio
>>> P.total = 16
>>> P.ratio
0.0
>>> P.update(4)
>>> P.ratio
0.25
BaseProgress.remaining_time:
The projected time remaining to end
based on the throughput and total.
If total is None, this is None.
BaseProgress.status(self, label, width, recent_window=None, stalled=None):
A progress string of the form:
label: pos/total` ==> ETA 'time
Parameters:
label: the label for the status line; ifNoneuseself.namewidth: the available width for the status line; if not anintusewidth.widthrecent_window: optional timeframe to define "recent" in seconds, default :5stalled: the label to indicate no throughput, default'stalled'; for a worker this might often b better as'idle'
BaseProgress.text_pos_of_total(self, fmt=None, fmt_pos=None, fmt_total=None, pos_first=False):
Return a "total:position" or "position/total" style progress string.
Parameters:
fmt: format string interpolatingpos_textandtotal_text. Default:"{pos_text}/{total_text}"ifpos_first, otherwise"{total_text}:{pos_text}"fmt_pos: formatting function forself.position, defaultself.format_counterfmt_total: formatting function forself.total, default fromfmt_pospos_first: put the position first if true (defaultFalse), only consulted iffmtisNone
BaseProgress.throughput:
The overall throughput: self.throughput_overall().
By comparison,
the Progress.throughput property is self.throughput_recent
if the throughput_window is not None,
otherwise it falls back to throughput_overall.
BaseProgress.throughput_overall(self):
The overall throughput from start to position
during elapsed_time.
BaseProgress.throughput_recent(self, time_window):
The recent throughput. Implemented by subclasses.
CheckPoint.__replace__(self, /, **kwds):
Return a new CheckPoint object replacing specified fields with new values
CheckPoint.position:
Alias for field number 1
CheckPoint.time:
Alias for field number 0
-
ClassOverProgress(BaseProgress)``: AProgress-like class computed from a set of subsidiary `Progress`es.AN OverProgress instance has an attribute
notify_updatewhich is a set of callables. Whenever the position of a subsidiaryProgressis updated, each of these will be called with theProgressinstance andNone.Example:
>>> P = OverProgress(name="over") >>> P1 = Progress(name="progress1", position=12) >>> P1.total = 100 >>> P1.advance(7) >>> P2 = Progress(name="progress2", position=20) >>> P2.total = 50 >>> P2.advance(9) >>> P.add(P1) >>> P.add(P2) >>> P1.total 100 >>> P2.total 50 >>> P.total 150 >>> P1.start 12 >>> P2.start 20 >>> P.start 0 >>> P1.position 19 >>> P2.position 29 >>> P.position 16
OverProgress.add(self, subprogress):
Add a subsidairy Progress to the contributing set.
OverProgress.eta:
The eta is the maximum of the subsidiary etas.
OverProgress.position:
The position is the sum off the subsidiary position offsets
from their respective starts.
OverProgress.remove(self, subprogress, accrue=False):
Remove a subsidairy Progress from the contributing set.
OverProgress.start:
We always return a starting value of 0.
OverProgress.throughput:
The throughput is the sum of the subsidiary throughputs.
OverProgress.throughput_recent(self, time_window):
The throughput_recent is the sum of the subsidiary throughput_recentss.
OverProgress.total:
The total is the sum of the subsidiary totals.
-
ClassProgress(BaseProgress)``: A progress counter to track task completion with various utility methods.Example:
>>> P = Progress(name="example") >>> P #doctest: +ELLIPSIS Progress(name='example',start=0,position=0,start_time=...,throughput_window=None,total=None):[CheckPoint(time=..., position=0)] >>> P.advance(5) >>> P #doctest: +ELLIPSIS Progress(name='example',start=0,position=5,start_time=...,throughput_window=None,total=None):[CheckPoint(time=..., position=0), CheckPoint(time=..., position=5)] >>> P.total = 100 >>> P #doctest: +ELLIPSIS Progress(name='example',start=0,position=5,start_time=...,throughput_window=None,total=100):[CheckPoint(time=..., position=0), CheckPoint(time=..., position=5)]A Progress instance has an attribute
notify_updatewhich is a set of callables. Whenever the position is updated, each of these will be called with theProgressinstance and the latestCheckPoint.Progressobjects also make a small pretense of being an integer. The expressionint(progress)returns the current position, and+=and-=adjust the position.This is convenient for coding, but importantly it is also useful for discretionary use of a Progress with some other object. If you want to make a lightweight
Progresscapable class you can set a position attribute to anintand manipulate it carefully using+=and-=entirely. If you decide to incur the cost of maintaining aProgressobject you can slot it in:# initial setup with just an int my_thing.amount = 0 # later, or on some option, use a Progress instance my_thing.amount = Progress(my_thing.amount)
Progress.__init__(self, name: Optional[str] = None, *, position: Optional[float] = None, start: Optional[float] = None, start_time: Optional[float] = None, throughput_window: Optional[int] = None, total: Optional[float] = None, units_scale=None):
Initialise the Progesss object.
Parameters:
position: initial position, default0.name: optional name for this instance.start: starting position of progress range, default fromposition.start_time: start time of the process, default now.throughput_window: length of throughput time window in seconds, default None.total: expected completion value, default None.
Progress.__iadd__(self, delta):
Operator += form of advance().
P = Progress() P.position 0 P += 4 P.position 4 P += 4 P.position 8
Progress.__isub__(self, delta):
Operator -= form of advance().
P = Progress() P.position 0 P += 4 P.position 4 P -= 4 P.position 0
Progress.advance(self, delta, update_time=None):
Record more progress, return the advanced position.
P = Progress() P.position 0 P.advance(4) P.position 4 P.advance(4) P.position 8
Progress.advance_total(self, delta):
Function form of addition to the total.
Progress.latest:
Latest datum.
Progress.position:
Latest position.
Progress.throughput:
Current throughput per second.
If self.throughput_window is not None,
calls self.throughput_recent(throughput_window).
Otherwise call self.throughput_overall().
Progress.throughput_recent(self, time_window):
Recent throughput per second within a time window in seconds.
The time span overlapping the start of the window is included on a flat pro rata basis.
Progress.total:
Return the current total.
Progress.update(self, new_position, update_time=None):
Record more progress.
P = Progress() P.position 0 P.update(12) P.position 12
-
progressbar(*a, upd: Optional[cs.upd.Upd] = <function uses_upd.<locals>.<lambda> at 0x10d7f6d40>, **kw): Convenience function to construct and run aProgress.iterbarwrapping the iterableit, issuing and withdrawing a progress bar during the iteration. If there is no currentUpdinstance or it is disabled, this returnsitdirectly.Parameters:
it: the iterable to consumelabel: optional label, doubles as theProgress.nameposition: optional starting positiontotal: optional value forProgress.total, default fromlen(it)if supported.units_scale: optional units scale forProgress, defaultUNSCALED_SCALE
If
totalisNoneanditsupportslen()then theProgress.totalis set from it.All arguments are passed through to
Progress.iterbar.Example use:
for row in progressbar(rows): ... do something with row ...
Release Log
Release 20250530: progressbar, Progress.iterbar, Progress.bar: default report_print to the ambient verbose setting instead of not the ambient quiet setting.
Release 20250528: progressbar: also run the progress bar if report_print is true in order to get the report (was optimised out when the Upd was disabled).
Release 20250412: Bugfix progressbar: fix early return if no active Upd.
Release 20250325: BaseProgress.iterbar: use @uses_runstate, accept a runstate parameter overridable by the cancelled param.
Release 20250306:
- Progress: new .qbar() method to make a progress bar and return a queue on which to put items to track.
- progressbar: return the iterable unchanged if upd is None or disabled.
- BaseProgress.iterbar: new optional cancelled parameter for a cancellation test callable, passed through by progressbar etc.
Release 20241122:
- BaseProgress.bar: default for report_print now comes from not BaseCommand.Options.quiet.
- BaseProgress.bar: always print the final report if report_print.
Release 20240412:
- BaseProgress.status: fixes for the arrow_width computation.
- BaseProgress.bar: drop existing UpdProxy support, drop deferred, implement update_period using a ticker Thread.
- BaseProgress.bar: set update_period=DEFAULT_UPDATE_PERIOD by default.
- Progress.iterbar: drop preexisting UpdProxy support, update_frequency and update_min_size support.
- Progress: new advance_total(delta) method so that we have a callable for this.
- BaseProgress.bar: new optional poll parameter accepting a callable accepting a BaseProgress to update the state before updating the bar display.
- BaseProgress.bar: new stalled='stalled' parameter to specify the term for no recent throughput, workers might prefer 'idle'.
- progressbar() updated to match.
Release 20230401: progressbar, BaseProgress.iterbar: use @uses_upd to provide a context Upd instance.
Release 20230212: BaseProgress: new update_period=0.2 parameter to constraint updates by elapsed time.
Release 20221207:
- BaseProgress.format_counter: accept arbitrary keyword arguments to pass to cs.units.transcribe.
- Progress.init: accept floats instead of just ints.
Release 20220918: Progress.iterbar: wrap the iteration in a try/finally for cleanup.
Release 20211208:
- Progress.init: make the first optional positional parameter be "name", make other parameters keyword only.
- Progress.bar: make "label" the first optional positional parameter, make others keyword only.
Release 20210803:
- progressbar,iterbar: accept optional RunState to cancel iteration.
- BaseProgress.iterbar: make update_min_size properly optional, was making update_frequency ineffective.
Release 20210730: When there is no total just report position and no ETA.
Release 20210717: Minor tweaks.
Release 20210316:
- Progress.iterbar: only update the status line once per iteration, either before or after the yield according to incfirst.
- Progress.iterbar: fix the meaning of update_frequency to count iterations, add update_min_size to count progress advance.
Release 20210306:
progressbar: accept new optional position parameter, used to initialise the Progress.
Release 20201102.1: DISTINFO: fix module dependencies.
Release 20201102:
- Format/layout changes for the default status line.
- Progress.throughtput_recent: return None if no new positions beyond the starting position.
- BaseProgress.status: accept label=None (default to self.name) and width=UpdProxy (uses width.width).
- BaseProgress.status: new optional window parameter, default 5, defining the recent throughput window size in seconds.
- A few bugfixes.
Release 20201025:
- Some formatting improvements.
- BaseProgress.bar: new insert_pos parameter to position the progress bar, default still 1.
- BaseProgress.bar: new deferred parameter putting off the status bar until the first update.
- BaseProgress.bar: accept new optional
proxyparameter to use (and not delete) an existing UpdProxy for display. - Progress.text_pos_of_total: new
pos_first=Falseparameter, rendering the total before the position by default (less progress bar noise). - New @auto_progressbar decorator to provide a progress bar and initialise progress= parameter to functions which can use a Progress for reporting.
- Assorted fixes.
Release 20200718.3: BaseProgress.bar, progressbar: new optional report_print parameter for reporting on completion.
Release 20200718.2: Bugfix: BaseProgress.status: handle throughput=0 when total=None.
Release 20200718.1: BaseProgress.bar, progressbar: new optional update_frequency parameter for less frequent updates.
Release 20200718:
- Readability improvement for default status line.
- progressbar: default units_scale=UNSCALED_SCALE.
Release 20200716.1: BaseProgress.status: round throughput to an int if >=10.
Release 20200716:
- BaseProgress.status: distinguish "idle" (position >= total) from "stalled" (position < total).
- BaseProgress.status: make the status very short if the progress is idle.
Release 20200627:
- BaseProgress.status: handle throughput=None (before any activity).
- BaseProgress: drop count_of_total_bytes_text, superceded by format_counter (which honours the units_scale).
Release 20200626:
- New Progress.bar generator method iterating over an iterable while displaying a progress bar.
- New convenience function progressbar(it,...) which rolls its own Progress instance.
- Progress: always support a throughput window, default to DEFAULT_THROUGHPUT_WINDOW = 5s.
- Improve the default progress bar render returned by Progress.status().
Release 20200613:
- BaseProgress, Progress and OverProgress now accept an optional units_scale, such as cs.units.UNSCALED_SCALE, to use when expressing progress - the default remains BINARY_SCALE.
- New arrow(), format_counter() and text_pos_of_total() methods to produce components of the status string for tuning or external reuse.
Release 20200520: OverProgress: throughput and eta implementations.
Release 20200129.3: Test version machinery again.
Release 20200129.2: set version to '20200129.2'
Release 20200129.1: Dummy release to test new version.
Release 20200129: New Progress.count_of_total_bytes_text property presenting "3kB/40MB" style text.
Release 20190812:
- New OverProgress class which is a composite of a set of subsidiary Progress instances.
- Assorted other small updates.
Release 20190220:
- Progress: be somewhat like an int.
- New status() method returning a convenient one line progress status report.
Release 20180703.2: Progress: make .total into a property in order to fire the update notifications.
Release 20180703.1: Progress: additions and changes to API: new .ratio, .elapsed_time, rename .projected to .remaining_time.
Release 20180703: Initial release of cs.progress.
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