feat(mappers): Stream map expressions now have access to the Faker class, rather than just a faker instance

[Mac-lp3]

I made a post in the discussions about my motivation for this.

Note the Faker lib provides two ways to accomplish this:

1. How it is done in this PR

from faker import Faker
Faker.seed('something')
faker = Faker()

The meltano mapper config would then look something like this:

stream_maps:
    "*":
        FirstName: Faker.seed('something') or fake.first_name() # note lib not instance
    faker_config:
        seed: 'something' # kind of redundant in this example, but hey, still works

2. Create your faker instance using the Faker.factory.

from faker.factory import Factory
Faker = Factory.create
fake = Faker()
fake.seed(0)

With this approach, the meltano mapper config would have looked something like this:

stream_maps:
    "*":
        FirstName: faker.seed('something') or fake.first_name() # note instance not lib
    faker_config:
        seed: 'something'

Option 2 is actually what the faker docs recommend.

Unfortunately, option 2 does not allow for multiple locales. Given that, I thought it best to go with option 1, rather than breaking other people's code.

---

📚 Documentation preview 📚: https://meltano-sdk--2578.org.readthedocs.build/en/2578/

[codspeed-hq]

CodSpeed Performance Report

Merging #2578 will not alter performance

_{Comparing Mac-lp3:main (cc85615) with main (87d78b3)}

Summary

✅ 6 untouched benchmarks

[edgarrmondragon]

Hi @Mac-lp3, thanks for the PR!

I've read through your post in #2537 also the docs in and https://faker.readthedocs.io/en/master/fakerclass.html#upgrade-guide and I think this makes and is the easiest way to add support for reproducible masking.

I think it's worth documenting the new object that'll be available in the stream map context. Wdyt?

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.47%. Comparing base (87d78b3) to head (cc85615).
Report is 131 commits behind head on main.

Additional details and impacted files

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  Files          58       58           
  Lines        4798     4798           
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  Hits         4293     4293           
  Misses        352      352           
  Partials      153      153           

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[Mac-lp3]

Hi again @edgarrmondragon,

Docs are now updated.

I added Faker the list of built-in variables. I also added a section about how to use faker and the different approaches.

Hope this is up to standard, but just lmk if not 🤝

[edgarrmondragon]

Superseded by #2598