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https://github.com/enpaul/peewee-plus.git
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Add JSONField for storing JSON data
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@ -1,4 +1,7 @@
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import json
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from pathlib import Path
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from typing import Any
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from typing import Dict
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from typing import Optional
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import peewee
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@ -11,7 +14,7 @@ __url__ = "https://github.com/enpaul/peewee-plus/"
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__authors__ = ["Ethan Paul <24588726+enpaul@users.noreply.github.com>"]
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__all__ = ["PathField", "PrecisionFloatField"]
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__all__ = ["PathField", "PrecisionFloatField", "JSONField"]
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class PathField(peewee.CharField):
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@ -102,3 +105,60 @@ class PrecisionFloatField(peewee.FloatField):
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def get_modifiers(self):
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return [self.max_digits, self.decimal_places]
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class JSONField(peewee.TextField):
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"""Field class for storing JSON-serializable data
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This field can be used to store a dictionary of data directly in the database without needing
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without needing to call :func:`json.dumps` and :func:`json.loads` directly.
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::
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>>> class MyModel(peewee.Model):
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... some_data = JSONField()
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...
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>>> m = MyModel(some_data={"foo": 1, "bar": 2})
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>>> m.save()
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>>> m.some_data
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{'foo': 1, 'bar': 2}
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>>>
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.. warning:: If a non-JSON serializable object is set to the field then a
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:err:`peewee.IntegrityError` will be raised
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.. warning:: This is a very bad way to store data in a RDBMS and effectively makes the data
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contained in the field unqueriable.
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:param dump_params: Additional keyword arguments to unpack into :func:`json.dump`
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:param load_params: Additional keyword arguments to unpack into :func:`json.load`
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"""
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def __init__(
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self,
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*args,
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dump_params: Optional[Dict[str, Any]] = None,
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load_params: Optional[Dict[str, Any]] = None,
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**kwargs,
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):
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super().__init__(*args, **kwargs)
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self.dump_params = dump_params or dict()
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self.load_params = load_params or dict()
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def db_value(self, value: Any) -> str:
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"""Convert the python value to the corresponding value to store in the database"""
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try:
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return super().db_value(json.dumps(value, **self.dump_params))
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except TypeError as err:
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raise peewee.IntegrityError(
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f"Failed to JSON encode object of type '{type(value)}'"
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) from err
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def python_value(self, value: str) -> Any:
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"""Convert the database-stored value to the corresponding python value"""
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try:
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return json.loads(super().python_value(value), **self.load_params)
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except json.JSONDecodeError as err:
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raise peewee.IntegrityError(
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f"Failed to decode JSON value from database column '{self.column}'"
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) from err
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35
tests/test_jsonfield.py
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35
tests/test_jsonfield.py
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@ -0,0 +1,35 @@
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# pylint: disable=redefined-outer-name
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# pylint: disable=missing-class-docstring
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# pylint: disable=too-few-public-methods
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# pylint: disable=unused-import
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from pathlib import Path
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import peewee
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import pytest
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import peewee_plus
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from .fixtures import fakedb
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def test_json(fakedb):
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"""Test basic usage of JSONField class"""
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class TestModel(peewee.Model):
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class Meta:
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database = fakedb
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some_data = peewee_plus.JSONField()
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fakedb.create_tables([TestModel])
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data = {"foo": 10, "bar": ["hello", "world"], "baz": True}
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model = TestModel(some_data=data)
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model.save()
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model = TestModel.get()
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assert model.some_data == data
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with pytest.raises(peewee.IntegrityError):
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bad = TestModel(some_data=Path("."))
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bad.save()
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