Add STANZA and SPACY sentence boundary detection modes

[yudelevi]

Frankly, I can't see any speed improvement for using spacy only:

❯ pytest tests/test_english_translations.py::TestSystemStatus tests/test_english_translations.py::TestBidirectionalRoundTrip -k "not long_paragraph" -v --durations=0
============================================================================= slowest durations =============================================================================
29.57s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[paragraph-Once upon a time, there was a small village. The people were very friendly. They welcomed all visitors with open arms.]
23.41s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_bidirectional_round_trip
14.99s call     tests/test_english_translations.py::TestSystemStatus::test_languages_available
13.98s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[sentence-The quick brown fox jumps over the lazy dog.]
0.97s setup    tests/test_english_translations.py::TestSystemStatus::test_translation_packages_exist
0.00s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[simple-Hello world]
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[sentence-The quick brown fox jumps over the lazy dog.]
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[paragraph-Once upon a time, there was a small village. The people were very friendly. They welcomed all visitors with open arms.]
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_bidirectional_round_trip
0.00s setup    tests/test_english_translations.py::TestSystemStatus::test_languages_available
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[simple-Hello world]
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[paragraph-Once upon a time, there was a small village. The people were very friendly. They welcomed all visitors with open arms.]
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_bidirectional_round_trip
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[sentence-The quick brown fox jumps over the lazy dog.]
0.00s teardown tests/test_english_translations.py::TestSystemStatus::test_languages_available
0.00s call     tests/test_english_translations.py::TestSystemStatus::test_translation_packages_exist
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[simple-Hello world]
0.00s teardown tests/test_english_translations.py::TestSystemStatus::test_translation_packages_exist
========================================================== 6 passed, 1 deselected, 2 warnings in 87.25s (0:01:27) ===========================================================

> ARGOS_CHUNK_TYPE=SPACY_ONLY pytest tests/test_english_translations.py::TestSystemStatus tests/test_english_translations.py::TestBidirectionalRoundTrip -k "not long_paragraph" -v --durations=0 -v -s
-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
============================================================================= slowest durations =============================================================================
122.91s call     tests/test_english_translations.py::TestSystemStatus::test_languages_available
38.83s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_bidirectional_round_trip
25.15s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[paragraph-Once upon a time, there was a small village. The people were very friendly. They welcomed all visitors with open arms.]
19.94s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[sentence-The quick brown fox jumps over the lazy dog.]
0.93s setup    tests/test_english_translations.py::TestSystemStatus::test_translation_packages_exist
0.01s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_bidirectional_round_trip
0.00s call     tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[simple-Hello world]
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[simple-Hello world]
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[paragraph-Once upon a time, there was a small village. The people were very friendly. They welcomed all visitors with open arms.]
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[sentence-The quick brown fox jumps over the lazy dog.]
0.00s teardown tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[simple-Hello world]
0.00s setup    tests/test_english_translations.py::TestSystemStatus::test_languages_available
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[paragraph-Once upon a time, there was a small village. The people were very friendly. They welcomed all visitors with open arms.]
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_round_trip_phrases[sentence-The quick brown fox jumps over the lazy dog.]
0.00s setup    tests/test_english_translations.py::TestBidirectionalRoundTrip::test_bidirectional_round_trip
0.00s teardown tests/test_english_translations.py::TestSystemStatus::test_languages_available
0.00s call     tests/test_english_translations.py::TestSystemStatus::test_translation_packages_exist
0.00s teardown tests/test_english_translations.py::TestSystemStatus::test_translation_packages_exist
========================================================== 6 passed, 1 deselected, 2 warnings in 212.18s (0:03:32) =========================================================

[PJ-Finlay]

Frankly, I can't see any speed improvement for using spacy only:

Interesting. Is this with a GPU or a CPU?

[yudelevi]

it's CPU