|
| 1 | +import os |
| 2 | +from json import load |
| 3 | +from os.path import dirname, join |
| 4 | +from typing import Dict, List, Optional |
| 5 | + |
| 6 | +from .models import Feature, MappedPurpose, Purpose |
| 7 | + |
| 8 | +PURPOSE_MAPPING_FILE = join( |
| 9 | + dirname(__file__), |
| 10 | + "", |
| 11 | + "gvl_data_use_mapping.json", |
| 12 | +) |
| 13 | + |
| 14 | +FEATURE_MAPPING_FILE = join( |
| 15 | + dirname(__file__), |
| 16 | + "", |
| 17 | + "gvl_feature_mapping.json", |
| 18 | +) |
| 19 | + |
| 20 | + |
| 21 | +GVL_PURPOSES: Dict[int, Purpose] = {} |
| 22 | +MAPPED_PURPOSES: Dict[int, MappedPurpose] = {} |
| 23 | + |
| 24 | +GVL_SPECIAL_PURPOSES: Dict[int, Purpose] = {} |
| 25 | +MAPPED_SPECIAL_PURPOSES: Dict[int, MappedPurpose] = {} |
| 26 | + |
| 27 | +GVL_FEATURES: Dict[int, Feature] = {} |
| 28 | +GVL_SPECIAL_FEATURES: Dict[int, Feature] = {} |
| 29 | +FEATURES_BY_NAME: Dict[str, Feature] = {} |
| 30 | + |
| 31 | +MAPPED_PURPOSES_BY_DATA_USE: Dict[str, MappedPurpose] = {} |
| 32 | + |
| 33 | + |
| 34 | +def _load_data() -> None: |
| 35 | + with open( |
| 36 | + os.path.join(os.curdir, PURPOSE_MAPPING_FILE), encoding="utf-8" |
| 37 | + ) as mapping_file: |
| 38 | + data = load(mapping_file) |
| 39 | + for raw_purpose in data["purposes"].values(): |
| 40 | + purpose = Purpose.parse_obj(raw_purpose) |
| 41 | + mapped_purpose = MappedPurpose.parse_obj(raw_purpose) |
| 42 | + GVL_PURPOSES[purpose.id] = purpose |
| 43 | + MAPPED_PURPOSES[mapped_purpose.id] = mapped_purpose |
| 44 | + for data_use in mapped_purpose.data_uses: |
| 45 | + MAPPED_PURPOSES_BY_DATA_USE[data_use] = mapped_purpose |
| 46 | + |
| 47 | + for raw_special_purpose in data["specialPurposes"].values(): |
| 48 | + special_purpose = Purpose.parse_obj(raw_special_purpose) |
| 49 | + mapped_special_purpose = MappedPurpose.parse_obj(raw_special_purpose) |
| 50 | + GVL_SPECIAL_PURPOSES[special_purpose.id] = special_purpose |
| 51 | + MAPPED_SPECIAL_PURPOSES[mapped_special_purpose.id] = mapped_special_purpose |
| 52 | + for data_use in mapped_special_purpose.data_uses: |
| 53 | + MAPPED_PURPOSES_BY_DATA_USE[data_use] = mapped_special_purpose |
| 54 | + |
| 55 | + with open( |
| 56 | + os.path.join(os.curdir, FEATURE_MAPPING_FILE), encoding="utf-8" |
| 57 | + ) as feature_mapping_file: |
| 58 | + feature_data = load(feature_mapping_file) |
| 59 | + |
| 60 | + for raw_feature in feature_data["features"].values(): |
| 61 | + feature = Feature.parse_obj(raw_feature) |
| 62 | + GVL_FEATURES[feature.id] = feature |
| 63 | + FEATURES_BY_NAME[feature.name] = feature |
| 64 | + |
| 65 | + for raw_special_feature in feature_data["specialFeatures"].values(): |
| 66 | + special_feature = Feature.parse_obj(raw_special_feature) |
| 67 | + GVL_SPECIAL_FEATURES[special_feature.id] = special_feature |
| 68 | + FEATURES_BY_NAME[special_feature.name] = special_feature |
| 69 | + |
| 70 | + |
| 71 | +def purpose_to_data_use(purpose_id: int, special_purpose: bool = False) -> List[str]: |
| 72 | + """ |
| 73 | + Utility function to return the fideslang data uses associated with the |
| 74 | + given GVL purpose (or special purpose) ID. |
| 75 | +
|
| 76 | + By default, the given ID is treated as a purpose ID. The `special_purpose` |
| 77 | + argument can be set to `True` if looking up special purpose IDs. |
| 78 | +
|
| 79 | + Raises a KeyError if an invalid purpose ID is provided. |
| 80 | + """ |
| 81 | + purpose_map = MAPPED_SPECIAL_PURPOSES if special_purpose else MAPPED_PURPOSES |
| 82 | + return purpose_map[purpose_id].data_uses |
| 83 | + |
| 84 | + |
| 85 | +def data_use_to_purpose(data_use: str) -> Optional[Purpose]: |
| 86 | + """ |
| 87 | + Utility function to return the GVL purpose (or special purpose) associated |
| 88 | + with the given fideslang data use. |
| 89 | +
|
| 90 | + Returns None if no associated purpose (or special purpose) is found |
| 91 | + """ |
| 92 | + return MAPPED_PURPOSES_BY_DATA_USE.get(data_use, None) |
| 93 | + |
| 94 | + |
| 95 | +def feature_name_to_feature(feature_name: str) -> Optional[Feature]: |
| 96 | + """Utility function to return a GVL feature (or special feature) given the feature's name""" |
| 97 | + return FEATURES_BY_NAME.get(feature_name, None) |
| 98 | + |
| 99 | + |
| 100 | +def feature_id_to_feature_name( |
| 101 | + feature_id: int, special_feature: bool = False |
| 102 | +) -> Optional[str]: |
| 103 | + """Utility function to return a GVL feature/special feature name given the feature/special feature's id""" |
| 104 | + feature_map = GVL_SPECIAL_FEATURES if special_feature else GVL_FEATURES |
| 105 | + feature = feature_map.get(feature_id, None) |
| 106 | + if not feature: |
| 107 | + return None |
| 108 | + return feature.name |
| 109 | + |
| 110 | + |
| 111 | +_load_data() |
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