Add pre-commit config for azure-ai-ml package (#29775)

* Add .pre-commit-config.yaml for black
Co-authored-by: kdestin <101366538+kdestin@users.noreply.github.com>

---------

Co-authored-by: kdestin <101366538+kdestin@users.noreply.github.com>

eng/black-pyproject.toml

@@ -1,6 +1,6 @@
 [tool.black]
 line-length = 120
-extend-exclude = '''
+force-exclude = '''
 # Exclude some directories from formatting (note the slashes surrounding the pattern)
 /(
   azure/ai/ml/_restclient

sdk/ml/azure-ai-ml/.pre-commit-config.yaml

@@ -0,0 +1,24 @@
+files: sdk/ml/
+repos:
+-   repo: https://github.com/psf/black
+    rev: 22.3.0 # Needs to be updated whenever azure sdk team bumps
+    hooks:
+    -   id: black
+        args: [--config=eng/black-pyproject.toml]
+- repo: https://github.com/econchick/interrogate
+  rev: 1.5.0 
+  hooks:
+  - id: interrogate
+    types_or: [python]
+    exclude: ^(sdk/ml/azure-ai-ml/tests/|sdk/ml/azure-ai-ml/azure/ai/ml/_restclient|sdk/ml/azure-ai-ml/setup.py)
+    # exclude defined here because exclude in pyproject.toml is not being respected
+- repo: https://github.com/streetsidesoftware/cspell-cli
+  rev: v6.31.0
+  hooks:
+  - id: cspell
+- repo: https://github.com/pre-commit/mirrors-isort
+  rev: v5.8.0
+  hooks:
+  - id: isort
+    name: isort (python)
+    args: ['--settings-file', 'sdk/ml/azure-ai-ml/pyproject.toml']

sdk/ml/azure-ai-ml/pyproject.toml

@@ -3,3 +3,12 @@ mypy = false
 pyright = false
 type_check_samples = false
 verifytypes = false
+
+[tool.interrogate]
+fail-under = 35
+verbose = 2
+ignore-module = true
+exclude = ["setup.py", "tests", "azure/ai/ml/_restclient"]
+
+[tool.isort]
+profile = "black"