Source Facebook Marketing: Fix number and integer fields in schemas

[Vadym Hevlich (htrueman)]

What

Closes #7533

How

Update number and integer fields type.

Recommended reading order

1. schemas files

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[Sherif A. Nada (sherifnada)]

Vadym Hevlich (@htrueman) can you explain how this fixes the issue?

[oleh.zorenko (Zirochkaa)]

FBMarketingStream already has a transformer in it. It converts fields in records to appropriate types from schema files. So if field in the record has a string type, for example, "0.801221", then transformer will convert it to number type (float in python). So how adding string type to some fields will help in fixing this issue?
btw, transformer spams a lot of WARN logs.

[Vadym Hevlich (htrueman)]

Sherif A. Nada (@sherifnada) I see that the fields with $ref in schema is failing. Going to research it deeper

[Vadym Hevlich (htrueman)]

UI issue with field types appeared. New issue added to fix that #7672

[Vadym Hevlich (htrueman)]

/test connector=connectors/source-facebook-marketing

🕑 connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/1426008060
✅ connectors/source-facebook-marketing https://github.com/airbytehq/airbyte/actions/runs/1426008060
Python tests coverage:

	 ---------- coverage: platform linux, python 3.8.10-final-0 -----------
	 Name                                                 Stmts   Miss  Cover
	 ------------------------------------------------------------------------
	 source_acceptance_test/__init__.py                       2      0   100%
	 source_acceptance_test/base.py                          10      4    60%
	 source_acceptance_test/config.py                        75      8    89%
	 source_acceptance_test/conftest.py                     108    108     0%
	 source_acceptance_test/plugin.py                        47     47     0%
	 source_acceptance_test/tests/__init__.py                 4      0   100%
	 source_acceptance_test/tests/test_core.py              200     94    53%
	 source_acceptance_test/tests/test_full_refresh.py       38     27    29%
	 source_acceptance_test/tests/test_incremental.py        69     38    45%
	 source_acceptance_test/utils/__init__.py                 6      0   100%
	 source_acceptance_test/utils/asserts.py                 37      2    95%
	 source_acceptance_test/utils/common.py                  41     24    41%
	 source_acceptance_test/utils/compare.py                 62     25    60%
	 source_acceptance_test/utils/connector_runner.py        82     49    40%
	 source_acceptance_test/utils/json_schema_helper.py     115     14    88%
	 ------------------------------------------------------------------------
	 TOTAL                                                  896    440    51%
	 ---------- coverage: platform linux, python 3.8.10-final-0 -----------
	 Name                                    Stmts   Miss  Cover
	 -----------------------------------------------------------
	 source_facebook_marketing/__init__.py       2      0   100%
	 source_facebook_marketing/api.py           75     17    77%
	 source_facebook_marketing/common.py        36     11    69%
	 source_facebook_marketing/source.py       112     65    42%
	 source_facebook_marketing/streams.py      261    101    61%
	 -----------------------------------------------------------
	 TOTAL                                     486    194    60%
	 ---------- coverage: platform linux, python 3.8.10-final-0 -----------
	 Name                                    Stmts   Miss  Cover
	 -----------------------------------------------------------
	 source_facebook_marketing/__init__.py       2      0   100%
	 source_facebook_marketing/api.py           75     18    76%
	 source_facebook_marketing/common.py        36      1    97%
	 source_facebook_marketing/source.py       112     72    36%
	 source_facebook_marketing/streams.py      261    101    61%
	 -----------------------------------------------------------
	 TOTAL                                     486    192    60%

[Vadym Hevlich (htrueman)]

Sherif A. Nada (@sherifnada) added a retry job logics. This should help in cases where it's possible. But if now then we couldn't fix that, because the issue is on the facebook side.

Working on unit tests to cover this new job retry logics.

[Sherif A. Nada (sherifnada)]

so the idea is to have a global max of 6 retries? Not blocking for this PR but we should make this per-job