How to use schema_simple method in pandera

Best Python code snippet using pandera_python

test_disallow_unknown_properties.py

Source:test_disallow_unknown_properties.py

1from unittest import TestCase2import validictory3class TestDisallowUnknownProperties(TestCase):4    def setUp(self):5        self.data_simple = {"name": "john doe", "age": 42}6        self.schema_simple = {7            "type": "object",8            "properties": {9                "name": {"type": "string"},10                "age": {"type": "integer"}11            },12        }13        self.data_complex = {14            "inv_number": "123",15            "rows": [16                {17                    "sku": "ab-456",18                    "desc": "a description",19                    "price": 100.4520                },21                {22                    "sku": "xy-123",23                    "desc": "another description",24                    "price": 999.0025                }26            ]27        }28        self.schema_complex = {29            "type": "object",30            "properties": {31                "inv_number": {"type": "string"},32                "rows": {33                    "type": "array",34                    "items": {35                        "sku": {"type": "string"},36                        "desc": {"type": "string"},37                        "price": {"type": "number"}38                    },39                }40            }41        }42    def test_disallow_unknown_properties_pass(self):43        try:44            validictory.validate(self.data_simple, self.schema_simple,45                                 disallow_unknown_properties=True)46        except ValueError as e:47            self.fail("Unexpected failure: %s" % e)48    def test_disallow_unknown_properties_fail(self):49        self.data_simple["sex"] = "male"50        self.assertRaises(validictory.SchemaError, validictory.validate,51                          self.data_simple, self.schema_simple,52                          disallow_unknown_properties=True)53    def test_disallow_unknown_properties_complex_pass(self):54        try:55            validictory.validate(self.data_complex, self.schema_complex,56                                 disallow_unknown_properties=True)57        except ValueError as e:58            self.fail("Unexpected failure: %s" % e)59    def test_disallow_unknown_properties_complex_fail(self):60        newrow = {"sku": "789", "desc": "catch me if you can", "price": 1,61                  "rice": 666}62        self.data_complex["rows"].append(newrow)63        self.assertRaises(validictory.SchemaError, validictory.validate,64                          self.data_complex, self.schema_complex,...

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