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## Overview **Hello world!!!**
This block (`block.py`) is responsible for assigning grade for the passed in probability.
## Key Inputs & Outputs
- **Request**: Refer to `request_schema.json` for detailed input fields and validation rules.
- **Response**: Refer to `response_schema.json` for the returned structure and data types.
## Implementation Details
- All core logic resides in `block.py` within the `__main__` function.
- Example usage and validation are demonstrated in `test_block.py`.

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import logging @flowx_block
def example_function(request: dict) -> dict:
# Configure logging # Processing logic here...
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s [%(levelname)s] %(name)s - %(message)s",
)
logger = logging.getLogger(__name__)
def __main__(probability: float) -> dict: return {
logger.info("Received input: probability=%.8f", float(probability)) "meta_info": [
{
if not isinstance(probability, (int, float)): "name": "created_date",
logger.error("Invalid input type: probability=%s", type(probability).__name__) "type": "string",
raise ValueError("Input probability must be a number (int or float)") "value": "2024-11-05"
}
if probability <= 0.33: ],
grade = "G1" "fields": [
elif 0.33 < probability <= 0.41: {
grade = "G2" "name": "",
elif 0.41 < probability <= 0.48: "type": "",
grade = "G3" "value": ""
elif 0.48 < probability <= 0.61: }
grade = "G4" ]
elif 0.61 < probability <= 0.65: }
grade = "G5"
else:
grade = "G6"
result = {"grade": grade}
logger.info("Fraud V1 Grade: %s", result)
return result

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{ {}
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"properties": {
"probability": {
"type": "number",
"description": "Fraud Model predicted score."
}
},
"required": []
}

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jsonschema==4.23.0 {}

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{ {}
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"properties": {
"grade": {
"type": "string",
"description": "PD v2 grade."
}
}
}

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import unittest
from block import __main__
class TestBlock(unittest.TestCase):
def test_main_success(self):
result = __main__(probability=0.3890174329280853)
self.assertEqual(result, {"grade": "G2"})
def test_main_invalid_input(self):
with self.assertRaises(ValueError):
__main__(probability="0.40") # Invalid input type (string)
if __name__ == "__main__":
unittest.main()