Convert OpenAPI Schemas to JSON Schemas
Project description
Overview
This is a straight Python port of the MIT-licensed mikunn/openapi-schema-to-json-schema (v2.1.0). This port is similarly MIT-licensed.
It converts from OpenAPI 3.0 to JSON Schema Draft 4.
Why?
OpenAPI 3 Schemas and JSON Schemas are mostly similar. However, JSON Schema validators are unaware of the differences between the two formats. This means that validating request/response JSON using a standard JSON Schema validator with OpenAPI 3 Schemas will result in incorrect validations in certain common cases.
One way to solve this problem is to translate the OpenAPI 3 schema to JSON Schema, which is the purpose of this library.
See here for more rationale, as well as Phil Sturgeon's blog post about the problem.
Features
- converts OpenAPI 3.0 Schema Object to JSON Schema Draft 4
- deletes
nullable
and adds"null"
totype
array ifnullable
istrue
andtype
is present - adds
{"type": "null"}
tooneOf
oranyOf
array ifnullable
istrue
andtype
is not present - supports deep structures with nested
allOf
s etc. - removes OpenAPI specific
properties
such as
discriminator
,deprecated
etc. unless specified otherwise - optionally supports
patternProperties
withx-patternProperties
in the Schema Object
NOTE: $ref
s are not dereferenced. You will need another library to
read the spec and follow $ref
fields.
Installation
$ pip install py-openapi-schema-to-json-schema
Usage
import json
from openapi_schema_to_json_schema import to_json_schema
openapi_schema = {
"type": "object",
"properties": {
"name": {
"type": "string",
"nullable": True,
}
},
"x-patternProperties": {
"^[a-z]+$": {
"type": "number",
}
}
}
options = {"supportPatternProperties": True}
converted = to_json_schema(openapi_schema, options)
print(json.dumps(converted, indent=2))
This outputs the following JSON schema. This shows the conversion of
nullable: True
to type: ["string", "null"]
, and the enablement of
unsupported JSON Schema features using OpenAPI extension fields
(x-patternProperties
-> patternProperties
).
{
"patternProperties": {
"^[a-z]+$": {
"type": "number"
}
},
"properties": {
"name": {
"type": [
"string",
"null"
]
}
},
"$schema": "http://json-schema.org/draft-04/schema#",
"type": "object"
}
Options
The to_json_schema
function accepts an options
dictionary as the second
argument.
# Defaults
options = {
'cloneSchema': True,
'dateToDateTime': False,
'supportPatternProperties': False,
'keepNotSupported': [],
'patternPropertiesHandler':
openapi_schema_to_json_schema.patternPropertiesHandler,
'removeReadOnly': False,
'removeWriteOnly': True,
}
cloneSchema
(bool)
If set to False
, converts the provided schema in place. If True
, clones the
schema using copy.deepcopy
. Defaults to True
.
dateToDateTime
(bool)
This is False
by default and leaves date
format as is. If set to True
,
sets format: 'date'
to format: 'date-time'
.
For example
import json
from openapi_schema_to_json_schema import to_json_schema
schema = {
'type': 'string',
'format': 'date',
}
converted = to_json_schema(schema, {'dateToDateTime': True})
print(json.dumps(converted, indent=2))
prints
{
"format": "date-time",
"$schema": "http://json-schema.org/draft-04/schema#",
"type": "string"
}
keepNotSupported
(list)
By default, the following fields are removed from the result schema:
nullable
, discriminator
, readOnly
, writeOnly
, xml
, externalDocs
,
example
and deprecated
as they are not supported by JSON Schema Draft 4.
Provide a list of the ones you want to keep (as strings) and they won't be
removed.
removeReadOnly
(bool)
If set to True
, will remove properties set as readOnly
. If the property is
set as required
, it will be removed from the required
list as well. The
property will be removed even if readOnly
is set to be kept with
keepNotSupported
.
removeWriteOnly
(bool)
Similar to removeReadOnly
, but for writeOnly
properties.
supportPatternProperties
(bool)
If set to True
and x-patternProperties
property is present, change
x-patternProperties
to patternProperties
and call
patternPropertiesHandler
. If patternPropertiesHandler
is not defined, call
the default handler. See patternPropertiesHandler
for more information.
patternPropertiesHandler
(function)
Provide a function to handle pattern properties and set
supportPatternProperties
to take effect. The function takes the schema where
x-patternProperties
is defined on the root level. At this point
x-patternProperties
is changed to patternProperties
. It must return the
modified schema.
If the handler is not provided, the default handler is used. If
additionalProperties
is set and is an object, the default handler sets it to
false if the additionalProperties
object has deep equality with a pattern
object inside patternProperties
. This is because we might want to define
additionalProperties
in OpenAPI spec file, but want to validate against a
pattern. The pattern would turn out to be useless if additionalProperties
of
the same structure were allowed. Create you own handler to override this
functionality.
See tests/to_jsonschema/test_pattern_properties.py
for examples of this.
Credits
- mikunn for the original openapi-schema-to-json-schema
- Phil Sturgeon for his great blog post about the issue (and his reverse implementation)
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