├── .coveragerc ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── lock.yml └── workflows │ ├── python-package.yml │ └── python-publish.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── .readthedocs.yaml ├── LICENSE ├── README.rst ├── TEST_LINTING_PLAN.md ├── authors.txt ├── changes.md ├── docs ├── .rstcheck.cfg ├── Makefile ├── additional_reading.rst ├── conf.py ├── contributing.rst ├── get_started.rst ├── index.rst ├── installation.rst ├── license.rst ├── migration.rst ├── operators.rst ├── rationale.rst ├── reference.rst ├── reference_observable.rst ├── reference_observable_factory.rst ├── reference_operators.rst ├── reference_scheduler.rst ├── reference_subject.rst ├── reference_typing.rst ├── requirements.txt ├── style_guide.rst └── testing.rst ├── examples ├── asyncio │ ├── await.py │ ├── toasyncgenerator.py │ └── toasynciterator.py ├── autocomplete │ ├── autocomplete.js │ ├── autocomplete.py │ ├── autocomplete_asyncio.py │ ├── bottle_autocomplete.py │ └── index.html ├── chess │ ├── chess.py │ ├── chess_bishop_black.png │ ├── chess_bishop_white.png │ ├── chess_king_black.png │ ├── chess_king_white.png │ ├── chess_knight_black.png │ ├── chess_knight_white.png │ ├── chess_pawn_black.png │ ├── chess_pawn_white.png │ ├── chess_queen_black.png │ ├── chess_queen_white.png │ ├── chess_rook_black.png │ └── chess_rook_white.png ├── errors │ └── failing.py ├── konamicode │ ├── index.html │ ├── konamicode.js │ └── konamicode.py ├── marbles │ ├── frommarbles_error.py │ ├── frommarbles_flatmap.py │ ├── frommarbles_lookup.py │ ├── frommarbles_merge.py │ ├── hot_datetime.py │ ├── testing_debounce.py │ ├── testing_flatmap.py │ └── tomarbles.py ├── parallel │ └── timer.py ├── statistics │ └── statistics.py └── timeflies │ ├── timeflies_gtk.py │ ├── timeflies_qt.py │ ├── timeflies_tkinter.py │ └── timeflies_wx.py ├── notebooks ├── Getting Started.ipynb └── reactivex.io │ ├── A Decision Tree of Observable Operators. Part I - Creation.ipynb │ ├── Marble Diagrams.ipynb │ ├── Part II - Combination.ipynb │ ├── Part III - Transformation.ipynb │ ├── Part IV - Grouping, Buffering, Delaying, misc.ipynb │ ├── Part V - Consolidating Streams.ipynb │ ├── Part VI - Entirety Operations.ipynb │ ├── Part VII - Meta Operations.ipynb │ ├── Part VIII - Hot & Cold.ipynb │ ├── RxPy - Basic Usage and Mechanics.ipynb │ ├── assets │ ├── Article about Publish - Refcount.ipynb │ ├── img │ │ ├── publishConnect.png │ │ └── threading.png │ └── js │ │ └── ipython_notebook_toc.js │ └── startup.py ├── pyproject.toml ├── reactivex ├── __init__.py ├── _version.py ├── abc │ ├── __init__.py │ ├── disposable.py │ ├── observable.py │ ├── observer.py │ ├── periodicscheduler.py │ ├── scheduler.py │ ├── startable.py │ └── subject.py ├── disposable │ ├── __init__.py │ ├── booleandisposable.py │ ├── compositedisposable.py │ ├── disposable.py │ ├── multipleassignmentdisposable.py │ ├── refcountdisposable.py │ ├── scheduleddisposable.py │ ├── serialdisposable.py │ └── singleassignmentdisposable.py ├── internal │ ├── __init__.py │ ├── basic.py │ ├── concurrency.py │ ├── constants.py │ ├── curry.py │ ├── exceptions.py │ ├── priorityqueue.py │ └── utils.py ├── notification.py ├── observable │ ├── __init__.py │ ├── amb.py │ ├── case.py │ ├── catch.py │ ├── combinelatest.py │ ├── concat.py │ ├── connectableobservable.py │ ├── defer.py │ ├── empty.py │ ├── forkjoin.py │ ├── fromcallback.py │ ├── fromfuture.py │ ├── fromiterable.py │ ├── generate.py │ ├── generatewithrelativetime.py │ ├── groupedobservable.py │ ├── ifthen.py │ ├── interval.py │ ├── marbles.py │ ├── merge.py │ ├── mixins │ │ ├── __init__.py │ │ ├── combination.py │ │ ├── conditional.py │ │ ├── error_handling.py │ │ ├── filtering.py │ │ ├── mathematical.py │ │ ├── multicasting.py │ │ ├── testing.py │ │ ├── time_based.py │ │ ├── transformation.py │ │ ├── utility.py │ │ └── windowing.py │ ├── never.py │ ├── observable.py │ ├── onerrorresumenext.py │ ├── range.py │ ├── repeat.py │ ├── returnvalue.py │ ├── start.py │ ├── startasync.py │ ├── throw.py │ ├── timer.py │ ├── toasync.py │ ├── using.py │ ├── withlatestfrom.py │ └── zip.py ├── observer │ ├── __init__.py │ ├── autodetachobserver.py │ ├── observeonobserver.py │ ├── observer.py │ └── scheduledobserver.py ├── operators │ ├── __init__.py │ ├── _all.py │ ├── _amb.py │ ├── _asobservable.py │ ├── _average.py │ ├── _buffer.py │ ├── _bufferwithtime.py │ ├── _bufferwithtimeorcount.py │ ├── _catch.py │ ├── _combinelatest.py │ ├── _concat.py │ ├── _contains.py │ ├── _count.py │ ├── _debounce.py │ ├── _defaultifempty.py │ ├── _delay.py │ ├── _delaysubscription.py │ ├── _delaywithmapper.py │ ├── _dematerialize.py │ ├── _distinct.py │ ├── _distinctuntilchanged.py │ ├── _do.py │ ├── _dowhile.py │ ├── _elementatordefault.py │ ├── _exclusive.py │ ├── _expand.py │ ├── _filter.py │ ├── _finallyaction.py │ ├── _find.py │ ├── _first.py │ ├── _firstordefault.py │ ├── _flatmap.py │ ├── _forkjoin.py │ ├── _groupby.py │ ├── _groupbyuntil.py │ ├── _groupjoin.py │ ├── _ignoreelements.py │ ├── _isempty.py │ ├── _join.py │ ├── _last.py │ ├── _lastordefault.py │ ├── _map.py │ ├── _materialize.py │ ├── _max.py │ ├── _maxby.py │ ├── _merge.py │ ├── _min.py │ ├── _minby.py │ ├── _multicast.py │ ├── _observeon.py │ ├── _onerrorresumenext.py │ ├── _pairwise.py │ ├── _partition.py │ ├── _pluck.py │ ├── _publish.py │ ├── _publishvalue.py │ ├── _reduce.py │ ├── _repeat.py │ ├── _replay.py │ ├── _retry.py │ ├── _sample.py │ ├── _scan.py │ ├── _sequenceequal.py │ ├── _single.py │ ├── _singleordefault.py │ ├── _skip.py │ ├── _skiplast.py │ ├── _skiplastwithtime.py │ ├── _skipuntil.py │ ├── _skipuntilwithtime.py │ ├── _skipwhile.py │ ├── _skipwithtime.py │ ├── _slice.py │ ├── _some.py │ ├── _startswith.py │ ├── _subscribeon.py │ ├── _sum.py │ ├── _switchlatest.py │ ├── _take.py │ ├── _takelast.py │ ├── _takelastbuffer.py │ ├── _takelastwithtime.py │ ├── _takeuntil.py │ ├── _takeuntilwithtime.py │ ├── _takewhile.py │ ├── _takewithtime.py │ ├── _throttlefirst.py │ ├── _timeinterval.py │ ├── _timeout.py │ ├── _timeoutwithmapper.py │ ├── _timestamp.py │ ├── _todict.py │ ├── _tofuture.py │ ├── _toiterable.py │ ├── _tomarbles.py │ ├── _toset.py │ ├── _whiledo.py │ ├── _window.py │ ├── _windowwithcount.py │ ├── _windowwithtime.py │ ├── _windowwithtimeorcount.py │ ├── _withlatestfrom.py │ ├── _zip.py │ └── connectable │ │ ├── __init__.py │ │ └── _refcount.py ├── pipe.py ├── py.typed ├── run.py ├── scheduler │ ├── __init__.py │ ├── catchscheduler.py │ ├── currentthreadscheduler.py │ ├── eventloop │ │ ├── __init__.py │ │ ├── asyncioscheduler.py │ │ ├── asynciothreadsafescheduler.py │ │ ├── eventletscheduler.py │ │ ├── geventscheduler.py │ │ ├── ioloopscheduler.py │ │ └── twistedscheduler.py │ ├── eventloopscheduler.py │ ├── historicalscheduler.py │ ├── immediatescheduler.py │ ├── mainloop │ │ ├── __init__.py │ │ ├── gtkscheduler.py │ │ ├── pygamescheduler.py │ │ ├── qtscheduler.py │ │ ├── tkinterscheduler.py │ │ └── wxscheduler.py │ ├── newthreadscheduler.py │ ├── periodicscheduler.py │ ├── scheduleditem.py │ ├── scheduler.py │ ├── threadpoolscheduler.py │ ├── timeoutscheduler.py │ ├── trampoline.py │ ├── trampolinescheduler.py │ └── virtualtimescheduler.py ├── subject │ ├── __init__.py │ ├── asyncsubject.py │ ├── behaviorsubject.py │ ├── innersubscription.py │ ├── replaysubject.py │ └── subject.py ├── testing │ ├── __init__.py │ ├── coldobservable.py │ ├── hotobservable.py │ ├── marbles.py │ ├── mockdisposable.py │ ├── mockobserver.py │ ├── reactivetest.py │ ├── recorded.py │ ├── subscription.py │ └── testscheduler.py └── typing.py ├── setup.cfg ├── tests ├── __init__.py ├── test_core │ ├── __init__.py │ ├── test_notification.py │ ├── test_observer.py │ └── test_priorityqueue.py ├── test_disposables │ ├── __init__.py │ └── test_disposable.py ├── test_integration │ ├── test_concat_repeat.py │ └── test_group_reduce.py ├── test_observable │ ├── __init__.py │ ├── test_all.py │ ├── test_amb.py │ ├── test_asobservable.py │ ├── test_average.py │ ├── test_blocking │ │ ├── __init__.py │ │ └── test_blocking.py │ ├── test_buffer.py │ ├── test_bufferwithcount.py │ ├── test_bufferwithtime.py │ ├── test_bufferwithtimeorcount.py │ ├── test_case.py │ ├── test_catch.py │ ├── test_combination_fluent.py │ ├── test_combinelatest.py │ ├── test_concat.py │ ├── test_concatmap.py │ ├── test_conditional_fluent.py │ ├── test_connectableobservable.py │ ├── test_contains.py │ ├── test_count.py │ ├── test_create.py │ ├── test_debounce.py │ ├── test_defaultifempty.py │ ├── test_defer.py │ ├── test_delay.py │ ├── test_delaywithmapper.py │ ├── test_distinct.py │ ├── test_distinctuntilchanged.py │ ├── test_doaction.py │ ├── test_dowhile.py │ ├── test_elementat.py │ ├── test_empty.py │ ├── test_error_handling_fluent.py │ ├── test_expand.py │ ├── test_filter.py │ ├── test_filtering_fluent.py │ ├── test_finally.py │ ├── test_find.py │ ├── test_first.py │ ├── test_firstordefault.py │ ├── test_flatmap.py │ ├── test_flatmap_async.py │ ├── test_forin.py │ ├── test_forkjoin.py │ ├── test_fromcallback.py │ ├── test_fromfuture.py │ ├── test_fromiterable.py │ ├── test_generate.py │ ├── test_generatewithrelativetime.py │ ├── test_groupby.py │ ├── test_groupjoin.py │ ├── test_ifthen.py │ ├── test_ignoreelements.py │ ├── test_interval.py │ ├── test_isempty.py │ ├── test_join.py │ ├── test_last.py │ ├── test_lastordefault.py │ ├── test_map.py │ ├── test_marbles.py │ ├── test_materialize.py │ ├── test_mathematical_fluent.py │ ├── test_max.py │ ├── test_maxby.py │ ├── test_merge.py │ ├── test_method_chaining.py │ ├── test_min.py │ ├── test_minby.py │ ├── test_multicast.py │ ├── test_multicasting_fluent.py │ ├── test_never.py │ ├── test_observeon.py │ ├── test_of.py │ ├── test_onerrorresumenext.py │ ├── test_pairwise.py │ ├── test_partition.py │ ├── test_pluck.py │ ├── test_publish.py │ ├── test_publishvalue.py │ ├── test_range.py │ ├── test_reduce.py │ ├── test_repeat.py │ ├── test_replay.py │ ├── test_retry.py │ ├── test_returnvalue.py │ ├── test_sample.py │ ├── test_scan.py │ ├── test_sequenceequal.py │ ├── test_single.py │ ├── test_singleordefault.py │ ├── test_skip.py │ ├── test_skiplast.py │ ├── test_skiplastwithtime.py │ ├── test_skipuntil.py │ ├── test_skipuntilwithtime.py │ ├── test_skipwhile.py │ ├── test_skipwithtime.py │ ├── test_slice.py │ ├── test_some.py │ ├── test_starmap.py │ ├── test_start.py │ ├── test_startwith.py │ ├── test_subscribeon.py │ ├── test_sum.py │ ├── test_switchlatest.py │ ├── test_switchmap.py │ ├── test_switchmapindexed.py │ ├── test_take.py │ ├── test_takelast.py │ ├── test_takelastbuffer.py │ ├── test_takelastwithtime.py │ ├── test_takeuntil.py │ ├── test_takeuntilwithtime.py │ ├── test_takewhile.py │ ├── test_takewithtime.py │ ├── test_testing_fluent.py │ ├── test_throttlefirst.py │ ├── test_throw.py │ ├── test_time_based_fluent.py │ ├── test_timeinterval.py │ ├── test_timeout.py │ ├── test_timeoutwithmapper.py │ ├── test_timer.py │ ├── test_timestamp.py │ ├── test_toasync.py │ ├── test_todict.py │ ├── test_tofuture.py │ ├── test_toiterable.py │ ├── test_toset.py │ ├── test_transformation_fluent.py │ ├── test_using.py │ ├── test_utility_fluent.py │ ├── test_while_do.py │ ├── test_window.py │ ├── test_windowing_fluent.py │ ├── test_windowwithcount.py │ ├── test_windowwithtime.py │ ├── test_windowwithtimeorcount.py │ ├── test_withlatestfrom.py │ └── test_zip.py ├── test_scheduler │ ├── __init__.py │ ├── test_catchscheduler.py │ ├── test_currentthreadscheduler.py │ ├── test_eventloop │ │ ├── __init__.py │ │ ├── test_asyncioscheduler.py │ │ ├── test_asynciothreadsafescheduler.py │ │ ├── test_eventletscheduler.py │ │ ├── test_geventscheduler.py │ │ ├── test_ioloopscheduler.py │ │ └── test_twistedscheduler.py │ ├── test_eventloopscheduler.py │ ├── test_historicalscheduler.py │ ├── test_immediatescheduler.py │ ├── test_mainloop │ │ ├── __init__.py │ │ ├── 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