Convert JSON Schema into Python Class
Project description
json-schema-to-class
Convert JSON Schema into Python Class
Installation
Need Python 3.6+.
pip install json-schema-to-class
Usage
For example, convert tests/test_schema.json into Python class:
# generate & highlight
json-schema-to-class tests/test_schema.json --indent 2 | pygmentize
# or generate to file
json-schema-to-class tests/test_schema.json -o tests/schema_build.py
Get tests/schema_build.py
as follow:
from typing import List
class WarmUp:
def __init__(self, values: dict = None):
values = values if values is not None else {}
self.start: float = values.get("start", 0.0)
self.steps: int = values.get("steps", 0)
class LrSchedulerConfig:
def __init__(self, values: dict = None):
values = values if values is not None else {}
self.lr_mode: str = values.get("lr_mode", 'cos')
self.base_lr: float = values.get("base_lr", None)
self.target_lr: float = values.get("target_lr", 0.0002)
self.decay_factor: float = values.get("decay_factor", 0.1)
self.milestones: List[float] = values.get("milestones", [0.3, 0.6, 0.9])
self.lr_decay: float = values.get("lr_decay", 0.98)
self.warm_up = WarmUp(values=values.get("warm_up"))
class LrSchedulerConfigs(list):
def __init__(self, values: list = None):
super().__init__()
values = values if values is not None else []
self[:] = [LrSchedulerConfig(value) for value in values]
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