Source code for lale.schema_utils

# Copyright 2019 IBM Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from typing import Any, Dict, List, Set, Iterable, Iterator, Optional, Tuple, Union, Callable

# Type definitions
Schema = Any
SchemaEnum = Set[Any]

STrue:Schema = {}
SFalse:Schema = {"not":STrue}

[docs]def is_true_schema(s:Schema)->bool: return s is True or s == STrue
[docs]def is_false_schema(s:Schema)->bool: return s is False or s == SFalse
[docs]def getForOptimizer(obj, prop:str): return obj.get(prop + 'ForOptimizer', None)
[docs]def getMinimum(obj): prop = 'minimum' m = obj.get(prop) mfo = getForOptimizer(obj, prop) if mfo is None: return m else: if m is not None and mfo < m: raise ValueError(f"A minimum ({m}) and a *smaller* minimumForOptimizer ({mfo}) was specified in {obj}") return mfo
[docs]def getMaximum(obj): prop = 'maximum' m = obj.get(prop) mfo = getForOptimizer(obj, prop) if mfo is None: return m else: if m is not None and mfo > m: raise ValueError(f"A maximum ({m}) and a *greater* maximumForOptimizer ({mfo}) was specified in {obj}") return mfo
[docs]def getExclusiveMinimum(obj): prop = 'exclusveMinimum' m = obj.get(prop) mfo = getForOptimizer(obj, prop) if mfo is None: return m else: return mfo
[docs]def getExclusiveMaximum(obj): prop = 'exclusiveMaximum' m = obj.get(prop) mfo = getForOptimizer(obj, prop) if mfo is None: return m else: return mfo
[docs]def forOptimizer(s:Schema)->bool: if isinstance(s, dict): return s.get('forOptimizer', True) else: return True