datamodel-codegen1
Pydantic code generator from openapi and more
Overview
usage:
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datamodel-codegen [options]
Generate Python data models from schema definitions or structured data
Options
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--additional-imports ADDITIONAL_IMPORTS -
Custom imports for output (delimited list input). For example "datetime.date,datetime.datetime"
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--custom-formatters CUSTOM_FORMATTERS -
List of modules with custom formatter (delimited list input).
--http-headersHTTP_HEADER [HTTP_HEADER ...]-
Set headers in HTTP requests to the remote host. (example: "Authorization: Basic dXNlcjpwYXNz")
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--http-ignore-tls -
Disable verification of the remote host's TLS certificate
--http-query-parametersHTTP_QUERY_PARAMETERS [HTTP_QUERY_PARAMETERS ...]-
Set query parameters in HTTP requests to the remote host. (example: "ref=branch")
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--input INPUT -
Input file/directory (default: stdin)
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--input-file-type {auto,openapi,jsonschema,json,yaml,dict,csv,graphql} -
Input file type (default: auto)
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--output OUTPUT -
Output file (default: stdout)
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--output-model-type {pydantic.BaseModel,pydantic_v2.BaseModel,dataclasses.dataclass,typing.TypedDict,msgspec.Struct} -
Output model type (default: pydantic.BaseModel)
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--url URL -
Input file URL. `--input` is ignored when `--url` is used
Typing customization:
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--base-class BASE_CLASS -
Base Class (default: pydantic.BaseModel)
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--enum-field-as-literal {all,one} -
Parse enum field as literal. all: all enum field type are Literal. one: field type is Literal when an enum has only one possible value
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--field-constraints -
Use field constraints and not con* annotations
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--set-default-enum-member -
Set enum members as default values for enum field
--strict-types{str,bytes,int,float,bool} [{str,bytes,int,float,bool} ...]-
Use strict types
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--use-annotated -
Use typing.Annotated for Field(). Also, `--fieldconstraints` option will be enabled.
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--use-generic-container-types -
Use generic container types for type hinting (typing.Sequence, typing.Mapping). If `--use-standardcollections` option is set, then import from collections.abc instead of typing
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--use-non-positive-negative-number-constrained-types -
Use the Non{Positive,Negative}{FloatInt} types instead of the corresponding con* constrained types.
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--use-one-literal-as-default -
Use one literal as default value for one literal field
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--use-standard-collections -
Use standard collections for type hinting (list, dict)
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--use-subclass-enum -
Define Enum class as subclass with field type when enum has type (int, float, bytes, str)
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--use-union-operator -
Use | operator for Union type (PEP 604).
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--use-unique-items-as-set -
define field type as `set` when the field attribute has `uniqueItems`
Field customization:
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--capitalise-enum-members, --capitalize-enum-members -
Capitalize field names on enum
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--empty-enum-field-name EMPTY_ENUM_FIELD_NAME -
Set field name when enum value is empty (default: `_`)
--field-extra-keysFIELD_EXTRA_KEYS [FIELD_EXTRA_KEYS ...]-
Add extra keys to field parameters
--field-extra-keys-without-x-prefixFIELD_EXTRA_KEYS_WITHOUT_X_PREFIX [FIELD_EXTRA_KEYS_WITHOUT_X_PREFIX ...]-
Add extra keys with `x-` prefix to field parameters. The extra keys are stripped of the `x-` prefix.
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--field-include-all-keys -
Add all keys to field parameters
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--force-optional -
Force optional for required fields
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--no-alias -
Do not add a field alias. E.g., if
--snake-case-fieldis used along with a base class, which has an alias_generator
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--original-field-name-delimiter ORIGINAL_FIELD_NAME_DELIMITER -
Set delimiter to convert to snake case. This option only can be used with
--snake-case-field(default: `_` )
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--remove-special-field-name-prefix -
Remove field name prefix if it has a special meaning e.g. underscores
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--snake-case-field -
Change camel-case field name to snake-case
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--special-field-name-prefix SPECIAL_FIELD_NAME_PREFIX -
Set field name prefix when first character can't be used as Python field name (default: `field`)
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--strip-default-none -
Strip default None on fields
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--union-mode {smart,left_to_right} -
Union mode for only pydantic v2 field
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--use-default -
Use default value even if a field is required
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--use-default-kwarg -
Use `default=` instead of a positional argument for Fields that have default values.
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--use-field-description -
Use schema description to populate field docstring
Model customization:
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--allow-extra-fields -
Allow to pass extra fields, if this flag is not passed, extra fields are forbidden.
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--allow-population-by-field-name -
Allow population by field name
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--class-name CLASS_NAME -
Set class name of root model
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--collapse-root-models -
Models generated with a root-type field will be merged into the models using that root-type model
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--disable-appending-item-suffix -
Disable appending `Item` suffix to model name in an array
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--disable-timestamp -
Disable timestamp on file headers
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--enable-faux-immutability -
Enable faux immutability
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--enable-version-header -
Enable package version on file headers
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--keep-model-order -
Keep generated models' order
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--keyword-only -
Defined models as keyword only (for example dataclass(kw_only=True)).
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--output-datetime-class {datetime,AwareDatetime,NaiveDatetime} -
Choose Datetime class between AwareDatetime, NaiveDatetime or datetime. Each output model has its default mapping (for example pydantic: datetime, dataclass: str, ...)
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--reuse-model -
Reuse models on the field when a module has the model with the same content
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--target-python-version {3.6,3.7,3.8,3.9,3.10,3.11,3.12,3.13} -
target python version (default: 3.8)
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--treat-dot-as-module -
treat dotted module names as modules
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--use-exact-imports -
import exact types instead of modules, for example: "from .foo import Bar" instead of "from . import foo" with "foo.Bar"
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--use-pendulum -
use pendulum instead of datetime
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--use-schema-description -
Use schema description to populate class docstring
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--use-title-as-name -
use titles as class names of models
Template customization:
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--aliases ALIASES -
Alias mapping file
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--custom-file-header CUSTOM_FILE_HEADER -
Custom file header
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--custom-file-header-path CUSTOM_FILE_HEADER_PATH -
Custom file header file path
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--custom-formatters-kwargs CUSTOM_FORMATTERS_KWARGS -
A file with kwargs for custom formatters.
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--custom-template-dir CUSTOM_TEMPLATE_DIR -
Custom template directory
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--encoding ENCODING -
The encoding of input and output (default: utf-8)
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--extra-template-data EXTRA_TEMPLATE_DATA -
Extra template data
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--use-double-quotes -
Model generated with double quotes. Single quotes or your black config skip_string_normalization value will be used without this option.
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--wrap-string-literal -
Wrap string literal by using black `experimentalstring-processing` option (require black 20.8b0 or later)
OpenAPI-only options:
--openapi-scopes{schemas,paths,tags,parameters} [{schemas,paths,tags,parameters} ...]-
Scopes of OpenAPI model generation (default: schemas)
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--strict-nullable -
Treat default field as a non-nullable field (Only OpenAPI)
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--use-operation-id-as-name -
use operation id of OpenAPI as class names of models
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--validation -
Deprecated: Enable validation (Only OpenAPI). this option is deprecated. it will be removed in future releases
General options:
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--debug -
show debug message (require "debug". `$ pip install 'datamodel-code-generator[debug]'`)
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--disable-warnings -
disable warnings
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--no-color -
disable colorized output
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--version -
show version
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-h, --help -
show this help message and exit