Add methods to allow binary serialization (built-in pickle)

[hunterhector]

This PR fixes #530.

Description of changes

On the high level:

1. Change the interface with options to change serialization using python's regular pickle.
2. Fix the reader and writers, add options in the implementations to allow users to choose the pickle method.

A few details:

1. Create from_string, to_string methods for data pack to handle string-like data pack serialization.
2. Serialization/Deserialize functions now take file paths instead of the raw string content. Add a few serialization methods likezip_pack or serialize_method.
3. Update the writers that use these functions.

Possible influences of this PR.

1. Some implementation of writers/readers may need to be updated.

Test Conducted

Added new tests trying out a matrix of configurations of zipping and the pickle methods to use.

[codecov]

Codecov Report

Merging #531 (3d29e1d) into master (7a6e6a3) will decrease coverage by 0.00%.
The diff coverage is 72.51%.

@@            Coverage Diff             @@
##           master     #531      +/-   ##
==========================================
- Coverage   79.22%   79.22%   -0.01%     
==========================================
  Files         220      220              
  Lines       15530    15574      +44     
==========================================
+ Hits        12304    12338      +34     
- Misses       3226     3236      +10     

Impacted Files	Coverage Δ
forte/data/readers/html_reader.py	65.88% <ø> (ø)
forte/processors/base/data_selector_for_da.py	45.76% <0.00%> (ø)
forte/processors/base/index_processor.py	47.16% <0.00%> (ø)
forte/processors/stave/stave_processor.py	100.00% <ø> (ø)
...ests/forte/data/readers/deserialize_reader_test.py	95.00% <ø> (ø)
forte/data/readers/deserialize_reader.py	65.55% <58.53%> (+6.29%)	⬆️
forte/processors/base/writers.py	69.87% <62.50%> (-3.16%)	⬇️
forte/data/base_reader.py	87.40% <66.66%> (ø)
forte/data/multi_pack.py	72.12% <66.66%> (+0.12%)	⬆️
forte/processors/writers.py	62.50% <66.66%> (+4.43%)	⬆️
... and 10 more

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