MockingBird/mkgui/base/ui/schema_utils.py
Vega c5d03fb3cb
Upgrade to new web service (#529)
* Init new GUI

* Remove unused codes

* Reset layout

* Add samples

* Make framework to support multiple pages

* Add vc mode

* Add preprocessing mode

* Add training mode

* Remove text input in vc mode

* Add entry for GUI and revise readme

* Move requirement together

* Add error raise when no model folder found

* Add readme
2022-05-09 18:44:02 +08:00

130 lines
3.5 KiB
Python

from typing import Dict
def resolve_reference(reference: str, references: Dict) -> Dict:
return references[reference.split("/")[-1]]
def get_single_reference_item(property: Dict, references: Dict) -> Dict:
# Ref can either be directly in the properties or the first element of allOf
reference = property.get("$ref")
if reference is None:
reference = property["allOf"][0]["$ref"]
return resolve_reference(reference, references)
def is_single_string_property(property: Dict) -> bool:
return property.get("type") == "string"
def is_single_datetime_property(property: Dict) -> bool:
if property.get("type") != "string":
return False
return property.get("format") in ["date-time", "time", "date"]
def is_single_boolean_property(property: Dict) -> bool:
return property.get("type") == "boolean"
def is_single_number_property(property: Dict) -> bool:
return property.get("type") in ["integer", "number"]
def is_single_file_property(property: Dict) -> bool:
if property.get("type") != "string":
return False
# TODO: binary?
return property.get("format") == "byte"
def is_single_directory_property(property: Dict) -> bool:
if property.get("type") != "string":
return False
return property.get("format") == "path"
def is_multi_enum_property(property: Dict, references: Dict) -> bool:
if property.get("type") != "array":
return False
if property.get("uniqueItems") is not True:
# Only relevant if it is a set or other datastructures with unique items
return False
try:
_ = resolve_reference(property["items"]["$ref"], references)["enum"]
return True
except Exception:
return False
def is_single_enum_property(property: Dict, references: Dict) -> bool:
try:
_ = get_single_reference_item(property, references)["enum"]
return True
except Exception:
return False
def is_single_dict_property(property: Dict) -> bool:
if property.get("type") != "object":
return False
return "additionalProperties" in property
def is_single_reference(property: Dict) -> bool:
if property.get("type") is not None:
return False
return bool(property.get("$ref"))
def is_multi_file_property(property: Dict) -> bool:
if property.get("type") != "array":
return False
if property.get("items") is None:
return False
try:
# TODO: binary
return property["items"]["format"] == "byte"
except Exception:
return False
def is_single_object(property: Dict, references: Dict) -> bool:
try:
object_reference = get_single_reference_item(property, references)
if object_reference["type"] != "object":
return False
return "properties" in object_reference
except Exception:
return False
def is_property_list(property: Dict) -> bool:
if property.get("type") != "array":
return False
if property.get("items") is None:
return False
try:
return property["items"]["type"] in ["string", "number", "integer"]
except Exception:
return False
def is_object_list_property(property: Dict, references: Dict) -> bool:
if property.get("type") != "array":
return False
try:
object_reference = resolve_reference(property["items"]["$ref"], references)
if object_reference["type"] != "object":
return False
return "properties" in object_reference
except Exception:
return False