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* Add private attributes support * Add more blank lines in example * Add changes file * Update docs/usage/models.md Co-authored-by: Samuel Colvin <samcolvin@gmail.com> * fix after bad merge * Add PrivateAttr, Config.underscore_attrs_are_private * remove unrelated change in utils.py * add # noqa: C901 (ignore complexity) to __setattr__ (see comment in PR) * add annotation to Config.underscore_attrs_are_private Co-authored-by: Samuel Colvin <samcolvin@gmail.com> * use sunder names * mention underscore_attrs_are_private in model_config.md * add comment about default factory * fix comment * fix comment * clarify that both dunder and sunder names might be used * tweak docs and name * _set_default_private_attributes -> _init_private_attributes Co-authored-by: Samuel Colvin <samcolvin@gmail.com> * use new name _init_private_attributes * move tests * copy private attributes in BaseModel.copy() * add test for default and default_factory used together * fix linting * more tests, default_factory kw only Co-authored-by: Samuel Colvin <samcolvin@gmail.com> Co-authored-by: Samuel Colvin <s@muelcolvin.com>
141 lines
5.5 KiB
Markdown
141 lines
5.5 KiB
Markdown
Behaviour of pydantic can be controlled via the `Config` class on a model.
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Options:
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**`title`**
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: the title for the generated JSON Schema
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**`anystr_strip_whitespace`**
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: whether to strip leading and trailing whitespace for str & byte types (default: `False`)
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**`min_anystr_length`**
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: the min length for str & byte types (default: `0`)
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**`max_anystr_length`**
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: the max length for str & byte types (default: `2 ** 16`)
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**`validate_all`**
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: whether to validate field defaults (default: `False`)
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**`extra`**
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: whether to ignore, allow, or forbid extra attributes during model initialization. Accepts the string values of
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`'ignore'`, `'allow'`, or `'forbid'`, or values of the `Extra` enum (default: `Extra.ignore`).
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`'forbid'` will cause validation to fail if extra attributes are included, `'ignore'` will silently ignore any extra attributes,
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and `'allow'` will assign the attributes to the model.
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**`allow_mutation`**
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: whether or not models are faux-immutable, i.e. whether `__setattr__` is allowed (default: `True`)
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**`use_enum_values`**
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: whether to populate models with the `value` property of enums, rather than the raw enum.
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This may be useful if you want to serialise `model.dict()` later (default: `False`)
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**`fields`**
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: a `dict` containing schema information for each field; this is equivalent to
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using [the `Field` class](schema.md) (default: `None`)
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**`validate_assignment`**
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: whether to perform validation on *assignment* to attributes (default: `False`)
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**`allow_population_by_field_name`**
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: whether an aliased field may be populated by its name as given by the model
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attribute, as well as the alias (default: `False`)
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!!! note
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The name of this configuration setting was changed in **v1.0** from
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`allow_population_by_alias` to `allow_population_by_field_name`.
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**`error_msg_templates`**
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: a `dict` used to override the default error message templates.
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Pass in a dictionary with keys matching the error messages you want to override (default: `{}`)
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**`arbitrary_types_allowed`**
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: whether to allow arbitrary user types for fields (they are validated simply by
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checking if the value is an instance of the type). If `False`, `RuntimeError` will be
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raised on model declaration (default: `False`). See an example in
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[Field Types](types.md#arbitrary-types-allowed).
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**`orm_mode`**
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: whether to allow usage of [ORM mode](models.md#orm-mode)
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**`getter_dict`**
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: a custom class (which should inherit from `GetterDict`) to use when decomposing ORM classes for validation,
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for use with `orm_mode`
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**`alias_generator`**
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: a callable that takes a field name and returns an alias for it
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**`keep_untouched`**
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: a tuple of types (e.g. descriptors) for a model's default values that should not be changed during model creation and will
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not be included in the model schemas. **Note**: this means that attributes on the model with *defaults of this type*, not *annotations of this type*, will be left alone.
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**`schema_extra`**
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: a `dict` used to extend/update the generated JSON Schema, or a callable to post-process it; see [Schema customization](schema.md#schema-customization)
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**`json_loads`**
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: a custom function for decoding JSON; see [custom JSON (de)serialisation](exporting_models.md#custom-json-deserialisation)
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**`json_dumps`**
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: a custom function for encoding JSON; see [custom JSON (de)serialisation](exporting_models.md#custom-json-deserialisation)
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**`json_encoders`**
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: a `dict` used to customise the way types are encoded to JSON; see [JSON Serialisation](exporting_models.md#modeljson)
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```py
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{!.tmp_examples/model_config_main.py!}
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```
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_(This script is complete, it should run "as is")_
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Similarly, if using the `@dataclass` decorator:
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```py
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{!.tmp_examples/model_config_dataclass.py!}
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```
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_(This script is complete, it should run "as is")_
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**`underscore_attrs_are_private`**
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: whether to treat any underscore non-class var attrs as private, or leave them as is; See [Private model attributes](models.md#private-model-attributes)
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## Alias Generator
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If data source field names do not match your code style (e. g. CamelCase fields),
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you can automatically generate aliases using `alias_generator`:
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```py
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{!.tmp_examples/model_config_alias_generator.py!}
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```
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_(This script is complete, it should run "as is")_
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Here camel case refers to ["upper camel case"](https://en.wikipedia.org/wiki/Camel_case) aka pascal case
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e.g. `CamelCase`. If you'd like instead to use lower camel case e.g. `camelCase`,
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it should be trivial to modify the `to_camel` function above.
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## Alias Precedence
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!!! warning
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Alias priority logic changed in **v1.4** to resolve buggy and unexpected behaviour in previous versions.
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In some circumstances this may represent a **breaking change**,
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see [#1178](https://github.com/samuelcolvin/pydantic/issues/1178) and the precedence order below for details.
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In the case where a field's alias may be defined in multiple places,
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the selected value is determined as follows (in descending order of priority):
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1. Set via `Field(..., alias=<alias>)`, directly on the model
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2. Defined in `Config.fields`, directly on the model
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3. Set via `Field(..., alias=<alias>)`, on a parent model
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4. Defined in `Config.fields`, on a parent model
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5. Generated by `alias_generator`, regardless of whether it's on the model or a parent
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!!! note
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This means an `alias_generator` defined on a child model **does not** take priority over an alias defined
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on a field in a parent model.
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For example:
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```py
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{!.tmp_examples/model_config_alias_precedence.py!}
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```
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_(This script is complete, it should run "as is")_
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