-
Notifications
You must be signed in to change notification settings - Fork 2
/
Copy pathmetadata.py
229 lines (188 loc) · 7.35 KB
/
metadata.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
import datetime
from enum import Enum
from typing import Optional, List, Union
from pydantic import BaseModel, Field, conlist, model_validator
class TemporalityType(str, Enum):
FIXED = "FIXED"
STATUS = "STATUS"
ACCUMULATED = "ACCUMULATED"
EVENT = "EVENT"
class DataType(str, Enum):
STRING = "STRING"
LONG = "LONG"
DATE = "DATE"
DOUBLE = "DOUBLE"
class SensitivityLevel(str, Enum):
PERSON_GENERAL = "PERSON_GENERAL"
PERSON_SPECIAL = "PERSON_SPECIAL"
PUBLIC = "PUBLIC"
NONPUBLIC = "NONPUBLIC"
class LanguageCode(str, Enum):
no = "no"
nb = "nb"
nn = "nn"
en = "en"
class UnitType(str, Enum):
JOBB = "JOBB"
KJORETOY = "KJORETOY"
FAMILIE = "FAMILIE"
FORETAK = "FORETAK"
HUSHOLDNING = "HUSHOLDNING"
KOMMUNE = "KOMMUNE"
KURS = "KURS"
PERSON = "PERSON"
VIRKSOMHET = "VIRKSOMHET"
BK_HELSESTASJONSKONSULTASJON = "BK_HELSESTASJONSKONSULTASJON"
NPR_EPISODE = "NPR_EPISODE"
NPR_SYKEHUSOPPHOLD = "NPR_SYKEHUSOPPHOLD"
HKDIR_STUDIESOKNAD = "HKDIR_STUDIESOKNAD"
SOSTIL = "SOSTIL"
TRAFIKKULYKKE = "TRAFIKKULYKKE"
TRAFIKKULYKKE_PERSON = "TRAFIKKULYKKE_PERSON"
MALEPUNKT = "MALEPUNKT"
KRG_KREFTTILFELLE = "KRG_KREFTTILFELLE"
FENGSLINGER_TILGANG = "FENGSLINGER_TILGANG"
class UnitIdType(str, Enum):
JOBBID_1 = "JOBBID_1"
KJORETOY_ID = "KJORETOY_ID"
FNR = "FNR"
ORGNR = "ORGNR"
KURSID = "KURSID"
BK_STASJONS_BESOKS_ID = "BK_STASJONS_BESOKS_ID"
HKDIR_STUDIESOKNAD_ID = "HKDIR_STUDIESOKNAD_ID"
NPR_EPISODE_ID = "NPR_EPISODE_ID"
NPR_SYKEHUSOPPHOLD_ID = "NPR_SYKEHUSOPPHOLD_ID"
SOSTIL_ID = "SOSTIL_ID"
TRAFIKKULYKKE_ID = "TRAFIKKULYKKE_ID"
TRAFIKKULYKKE_PERSON_ID = "TRAFIKKULYKKE_PERSON_ID"
MALEPUNKT_ID = "MALEPUNKT_ID"
KRG_TILFELLEID = "KRG_TILFELLEID"
FENGSLINGER_TILGANG_ID = "FENGSLINGER_TILGANG_ID"
class MultiLingualString(BaseModel):
languageCode: LanguageCode
value: str = Field(min_length=1)
class TemporalEnd(BaseModel):
description: conlist(MultiLingualString, min_length=1)
successors: Optional[conlist(str, min_length=1)] = None
class DataRevision(BaseModel, extra="forbid"):
description: conlist(MultiLingualString, min_length=1)
temporalEnd: Optional[TemporalEnd] = None
class IdentifierVariable(BaseModel, extra="forbid"):
unitType: UnitType
class CodeListItem(BaseModel, extra="forbid"):
code: Union[str, int]
categoryTitle: conlist(MultiLingualString, min_length=1)
validFrom: str = Field(min_length=1)
validUntil: Optional[str] = None
@model_validator(mode="before")
@classmethod
def validate_code_list_item(cls, values):
def validate_date_string(field_name: str, date_string: str):
try:
datetime.datetime(
int(date_string[:4]),
int(date_string[5:7]),
int(date_string[8:10]),
)
except ValueError as e:
raise ValueError(
f'Invalid {field_name} date for {values["code"]}. '
"Date format: YYYY-MM-DD"
) from e
validate_date_string("validFrom", values["validFrom"])
if values.get("validUntil", None) is not None:
validate_date_string("validUntil", values["validUntil"])
code = values.get("code", None)
if isinstance(code, str) and len(code) < 1:
raise ValueError("String should have at least 1 character")
return values
class SentinelItem(BaseModel, extra="forbid"):
code: Union[str, int]
categoryTitle: conlist(MultiLingualString, min_length=1)
@model_validator(mode="before")
@classmethod
def validate_sentinel_list_item(cls, values):
code = values.get("code", None)
if isinstance(code, str) and len(code) < 1:
raise ValueError("String should have at least 1 character")
return values
class ValueDomain(BaseModel, extra="forbid"):
description: Optional[conlist(MultiLingualString, min_length=1)] = None
measurementType: Optional[str] = None
measurementUnitDescription: Optional[
conlist(MultiLingualString, min_length=1)
] = None
uriDefinition: Optional[List[str]] = None
codeList: Optional[conlist(CodeListItem, min_length=1)] = None
sentinelAndMissingValues: Optional[List[SentinelItem]] = None
@model_validator(mode="before")
@classmethod
def validate_value_domain(cls, values: dict):
def raise_invalid_with_code_list(field_name: str):
raise ValueError(
f"Can not add a {field_name} in a valuedomain with a codeList"
)
if values.get("codeList", None) is not None:
if values.get("description", None) is not None:
raise_invalid_with_code_list("description")
if values.get("measurementType", None) is not None:
raise_invalid_with_code_list("measurementType")
if values.get("measurementUnitDescription", None) is not None:
raise_invalid_with_code_list("measurementUnitDescription")
elif values.get("description", None) is not None:
if values.get("sentinelAndMissingValues", None) is not None:
raise ValueError(
"Can not add sentinelAndMissingValues "
"in valuedomain with a description"
)
else:
raise ValueError(
"A valueDomain must contain either a codeList "
"or a description"
)
return values
class MeasureVariable(BaseModel):
unitType: Optional[UnitType] = None
name: conlist(MultiLingualString, min_length=1)
description: conlist(MultiLingualString, min_length=1)
dataType: Optional[DataType] = None
uriDefinition: Optional[List[str]] = None
format: Optional[str] = None
valueDomain: Optional[ValueDomain] = None
@model_validator(mode="before")
@classmethod
def validate_measure(cls, values: dict):
def raise_invalid_with_unit_type(field_name: str):
raise ValueError(
f"Can not set a {field_name} in a measure variable "
"together with a unitType"
)
value_domain = values.get("valueDomain", None)
data_type = values.get("dataType", None)
unit_type = values.get("unitType", None)
if unit_type is not None:
if data_type is not None:
raise_invalid_with_unit_type("dataType")
if value_domain is not None:
raise_invalid_with_unit_type("valueDomain")
else:
if data_type is None:
raise ValueError("Missing dataType in measure variable")
if value_domain is None:
raise ValueError("Missing valueDomain in measure variable")
return values
class Metadata(BaseModel):
temporalityType: TemporalityType
sensitivityLevel: SensitivityLevel
populationDescription: conlist(MultiLingualString, min_length=1)
spatialCoverageDescription: Optional[
conlist(MultiLingualString, min_length=1)
] = None
subjectFields: conlist(
conlist(MultiLingualString, min_length=1), min_length=1
)
dataRevision: DataRevision
identifierVariables: conlist(
IdentifierVariable, min_length=1, max_length=1
)
measureVariables: conlist(MeasureVariable, min_length=1, max_length=1)