price-val-engine 0.1.10
last price revision validation rules
License: MIT
Requires Python: >=3.6

# Price Validation Engine

## Overview

Price Validation Engine is framework to create skeleton to validate last price revision 


## requirements

- python 3.6+
- Linux, MacOS, windows


### install

    pip install price-val-engine


### Start Project
    python -m price_val_engine startproject project_name 


### Project template structure
    - base_dir
        - project_name 
            - __init__.py
            - settings.py
            - validtion_rules.py
        - run.py


### Run project

    python run.py --input=input.csv --output=output.csv 


### input as s3 csv file

    python run.py --input=s3://bucket_name/path/input.csv --output=s3://bucket_name/path/input.csv

### settings.py

 - default validation pipeline

        VALIDATION_PIPELINES = [  
            'price_val_engine.core.validations.general_rules.NullNegativeZeroValidationRule',  
            'price_val_engine.core.validations.general_rules.OutOfRangeValidationRule',  
            'price_val_engine.core.validations.revision_rules.AbsoluteDeltaPercentageRangeValidationRule',  
        ]


### Add new custom validation rule

    - step 1 you can define your custom validtion rules in the file `project_name/validation_rules.py`

        class MyValidationRule(BaseRule)
            name = "validation_rules.myvalidation_rule"
            message = "price could not be gte {max_price}"
            severity = ''

            def is_valid(self, item):
                max_price = 50
                if item['price'] >= max_price:
                    self.message.format(max_price)
                    self.severity = 'HIGH' # you can define severity LOW, MEDIUM and HIGH
    
    - step 2 add your newly defined rule in `setting.py`

        VALIDATION_PIPELINES = [  
            ...,
            'project_name.validation_rules.MyValidationRule
        ]



### Validation_rules

#### `price_val_engine.core.validations.general_rules.NullNegativeZeroValidationRule`

#### `price_val_engine.core.validations.general_rules.OutOfRangeValidationRule`

#### `price_val_engine.core.validations.revision_rules.AbsoluteDeltaPercentageRangeValidationRule`

#### `price_val_engine.core.validations.revision_rules.DeltaPercentageValidationRule`

#### `price_val_engine.core.validations.revision_rules.DeltaValidationRule`



### Default Settings:
##### NullNegativeZeroValidationRule config
    - EMPTY_VALUES:  (None, "", [], (), {})
    
##### OutOfRangeValidationRule config
    - GEN_VAL_OUT_OF_RANGE_VALUE: 

            {
                'min_value': 100000.0,
                'max_value': 10000000.0
            }

##### AbsoluteDeltaPercentageRangeValidationRule config
    - DEFAULT_LP_FIELD: 'final_liquidation_price'
    - DEFAULT_PREV_DAY_LP_FIELD: 'lp'

    - DELTA_PCT_VAL_DEFAULT:  (-5, 5)
    - DELTA_PCT_VAL_LOW: (-7, 7)
    - DELTA_PCT_VAL_MEDIUM: (-10, 10)
    
    
##### slack notification 
    - SLACK_ENABLED: False
    - SLACK_BOT_TOKEN: os.environ.get("SLACK_BOT_TOKEN")
    - SLACK_CHANNEL: os.environ.get("SLACK_CHANNEL")
    - COLUMNS_TO_BE_SEND_ON_ALERT: '__all__'
##### Read Write CSV file from S3
    - AWS_ACCESS_KEY_ID: os.environ.get('AWS_ACCESS_KEY_ID')
    - AWS_SECRET_ACCESS_KEY: os.environ.get('AWS_SECRET_ACCESS_KEY')
    - AWS_SESSION_TOKEN: os.environ.get('AWS_SESSION_TOKEN')