How to use has_constraints method in Lemoncheesecake

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test_merging.py

Source:test_merging.py Github

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1import pytest2from owlready2 import sync_reasoner_pellet3from utils.utils import DataTypeIssueException4def rgxcstr(core, column):5 def construction(regex_format):6 rc = core.RegexConstraint()7 rc.is_constraining_column = column8 rc.has_regex_format = regex_format9 return rc10 return construction11def test_not_unified_constraint_group_throws_exception(12 prepared_core, max_range_constraint_under_test, min_range_constraint_under_test):13 constraint_group = prepared_core.ConstraintGroup("TestGroup.Internal_01")14 constraint_group.has_constraints.append(max_range_constraint_under_test)15 constraint_group.has_constraints.append(min_range_constraint_under_test)16 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)17 constraint_group.is_a.append(prepared_core.RealizationDefinition)18 constraint_group.compliment_with_min_reqs()19 with pytest.raises(Exception, match=r"ERROR: Multiple constraints defined for column.*"):20 obj = constraint_group.fulfill_constraints_renew()21def test_not_unified_constraint_or_group_merges(22 prepared_core, list_constraint_under_test, min_range_constraint_under_test):23 # Not finished24 constraint_group = prepared_core.ConstraintGroup("TestGroup.Internal_02")25 constraint_group.has_constraints = list()26 constraint_group.has_constraints.append(list_constraint_under_test)27 constraint_group.has_constraints.append(min_range_constraint_under_test)28 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)29 constraint_group.is_a.append(prepared_core.RealizationDefinition)30 constraint_group.change_to_or_operator()31 #constraint_group.is_a.append(prepared_core.OrGroup)32 constraint_group.pick_branches_from_or_groups()33 constraint_group.compliment_with_min_reqs()34 obj = constraint_group.fulfill_constraints_renew()35 assert obj is not None36def test_min_range_merge_with_list(37 prepared_core, list_constraint_under_test, min_range_constraint_under_test, prepared_table):38 list_constraint_under_test.is_constraining_column = prepared_table.has_columns[0]39 constraint_group = prepared_core.ConstraintGroup()40 constraint_group.has_constraints.append(min_range_constraint_under_test)41 constraint_group.has_constraints.append(list_constraint_under_test)42 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)43 constraint_group.convert_to_realization_definition()44 realization_definition = constraint_group45 for number in range(100):46 generated_result = realization_definition.fulfill_constraints_renew()47 assert generated_result['column_01'] == '54'48def test_list_merge_with_range_max(49 prepared_core, list_constraint_under_test, max_range_constraint_under_test, prepared_table):50 list_constraint_under_test.is_constraining_column = prepared_table.has_columns[4]51 max_range_constraint_under_test.is_constraining_column = prepared_table.has_columns[4]52 constraint_group = prepared_core.ConstraintGroup()53 constraint_group.has_constraints.append(list_constraint_under_test)54 constraint_group.has_constraints.append(max_range_constraint_under_test)55 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)56 constraint_group.convert_to_realization_definition()57 realization_definition = constraint_group58 for number in range(100):59 generated_result = realization_definition.fulfill_constraints_renew()60 assert generated_result['column_05'] in ['1', '-3.14']61def test_list_merge_with_range_max_wrong_precision(62 prepared_core, list_constraint_under_test, max_range_constraint_under_test, prepared_table):63 list_constraint_under_test.is_constraining_column = prepared_table.has_columns[0]64 # max_range_constraint_under_test.is_constraining_column = prepared_table.has_columns[4]65 constraint_group = prepared_core.ConstraintGroup()66 constraint_group.has_constraints.append(list_constraint_under_test)67 constraint_group.has_constraints.append(max_range_constraint_under_test)68 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)69 constraint_group.convert_to_realization_definition()70 realization_definition = constraint_group71 for number in range(100):72 try:73 generated_result = realization_definition.fulfill_constraints_renew()74 assert generated_result['column_01'] in ['1']75 except DataTypeIssueException as ee:76 assert ee.args[0].startswith('ERROR: Boundary value -3.14 is not valid for data type')77def test_regex_merge_with_list(prepared_core, list_constraint_under_test, regex_constraint_under_test, prepared_table):78 list_constraint_under_test.is_constraining_column = prepared_table.has_columns[1]79 regex_constraint_under_test.is_constraining_column = prepared_table.has_columns[1]80 constraint_group = prepared_core.ConstraintGroup()81 constraint_group.has_constraints.append(list_constraint_under_test)82 constraint_group.has_constraints.append(regex_constraint_under_test)83 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)84 constraint_group.convert_to_realization_definition()85 realization_definition = constraint_group86 for number in range(100):87 generated_result = realization_definition.fulfill_constraints_renew()88 assert generated_result['column_02'] in ['moo', 'foo']89def test_list_merge_with_regex(prepared_core, list_constraint_under_test, regex_constraint_under_test, prepared_table):90 regex_constraint_under_test.is_constraining_column = prepared_table.has_columns[1]91 constraint_group = prepared_core.ConstraintGroup()92 constraint_group.has_constraints.append(regex_constraint_under_test)93 constraint_group.has_constraints.append(list_constraint_under_test)94 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)95 constraint_group.convert_to_realization_definition()96 realization_definition = constraint_group97 for number in range(100):98 generated_result = realization_definition.fulfill_constraints_renew()99 assert generated_result['column_02'] in ['moo', 'foo']100def test_regex_with_range(prepared_core, min_range_constraint_under_test, regex_constraint_under_test):101 constraint_group = prepared_core.ConstraintGroup()102 constraint_group.has_constraints.append(regex_constraint_under_test)103 constraint_group.has_constraints.append(min_range_constraint_under_test)104 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)105 with pytest.raises(Exception, match=r"ERROR: Not implemented"):106 constraint_group.unify_constraints()107def test_list_merged_with_not_in_list(prepared_core, prepared_column, list_constraint_under_test, prepared_table):108 list_constraint = prepared_core.ListConstraint()109 list_constraint.is_constraining_column = prepared_table.has_columns[1]110 list_constraint.has_picks = ['foo', 'moo', '1', 'baa', '54']111 constraint_group = prepared_core.ConstraintGroup()112 constraint_group.has_constraints.append(list_constraint_under_test)113 constraint_group.has_constraints.append(list_constraint.toggle_restriction())114 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)115 constraint_group.convert_to_realization_definition()116 realization_definition = constraint_group117 for number in range(100):118 generated_result = realization_definition.fulfill_constraints_renew()119 assert generated_result['column_02'] in ['-3.14', 'xD']120def test_not_in_list_merged_with_list(prepared_core, prepared_column, list_constraint_under_test, prepared_table):121 list_constraint = prepared_core.ListConstraint()122 list_constraint.is_constraining_column = prepared_table.has_columns[1]123 list_constraint.has_picks = ['foo', '-3.14', 'xD', 'baa', '54']124 constraint_group = prepared_core.ConstraintGroup()125 constraint_group.has_constraints.append(list_constraint_under_test)126 constraint_group.has_constraints.append(list_constraint.toggle_restriction())127 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)128 constraint_group.convert_to_realization_definition()129 realization_definition = constraint_group130 for number in range(100):131 generated_result = realization_definition.fulfill_constraints_renew()132 assert generated_result['column_02'] in ['moo', '1']133def test_list_merged_with_not_match(prepared_core, prepared_column, list_constraint_under_test, prepared_table):134 constraint_group = prepared_core.ConstraintGroup()135 constraint_group.has_constraints.append(list_constraint_under_test)136 rgx = rgxcstr(prepared_core, prepared_table.has_columns[1])137 constraint_group.has_constraints.append(rgx('.oo').toggle_restriction())138 constraint_group.has_constraints.append(rgx('.aa').toggle_restriction())139 constraint_group.has_constraints.append(rgx('-.*').toggle_restriction())140 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)141 constraint_group.convert_to_realization_definition()142 realization_definition = constraint_group143 for number in range(100):144 generated_result = realization_definition.fulfill_constraints_renew()145 assert generated_result['column_02'] in ['1', 'xD', '54']146def test_list_merged_with_multiple_not_matches(147 prepared_core, prepared_column, list_constraint_under_test, prepared_table):148 constraint_group = prepared_core.ConstraintGroup()149 constraint_group.has_constraints.append(list_constraint_under_test)150 rgx = rgxcstr(prepared_core, prepared_table.has_columns[1])151 constraint_group.has_constraints.append(rgx('^x.$').toggle_restriction())152 constraint_group.has_constraints.append(rgx('^.$').toggle_restriction())153 constraint_group.has_constraints.append(rgx('^..$').toggle_restriction())154 constraint_group.has_constraints.append(rgx('^-.*$').toggle_restriction())155 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)156 constraint_group.convert_to_realization_definition()157 realization_definition = constraint_group158 for number in range(100):159 generated_result = realization_definition.fulfill_constraints_renew()160 assert generated_result['column_02'] in ['foo', 'moo', 'baa']161def test_not_in_list_merged_with_regex(prepared_core, prepared_column, regex_constraint_under_test):162 prepared_column.has_data_type = prepared_core.Varchar()163 list_constraint = prepared_core.ListConstraint()164 list_constraint.is_constraining_column = prepared_column165 list_constraint.has_picks = \166 ["aoo", "boo", "coo", "doo", "eoo", "foo", "goo", "hoo", "ioo", "joo", "koo", "loo", "moo", "noo"]167 constraint_group = prepared_core.ConstraintGroup()168 constraint_group.has_constraints.append(regex_constraint_under_test)169 constraint_group.has_constraints.append(list_constraint.toggle_restriction())170 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)171 constraint_group.convert_to_realization_definition()172 realization_definition = constraint_group173 for number in range(100):174 generated_result = realization_definition.fulfill_constraints_renew()175 assert generated_result['column_01'] in \176 ["ooo", "poo", "qoo", "roo", "soo", "too", "uoo", "voo", "woo", "xoo", "yoo", "zoo"]177def test_regex_merged_with_multiple_not_matches(prepared_core, prepared_column, regex_constraint_under_test):178 prepared_column.has_data_type = prepared_core.Varchar()179 constraint_group = prepared_core.ConstraintGroup()180 constraint_group.has_constraints.append(regex_constraint_under_test)181 rgx = rgxcstr(prepared_core, prepared_column)182 constraint_group.has_constraints.append(rgx('^[t-z]oo$').toggle_restriction())183 constraint_group.has_constraints.append(rgx('^[a-f]oo$').toggle_restriction())184 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)185 constraint_group.convert_to_realization_definition()186 realization_definition = constraint_group187 for number in range(100):188 generated_result = realization_definition.fulfill_constraints_renew()189 assert generated_result['column_01'] in \190 ["goo", "hoo", "ioo", "joo", "koo", "loo", "moo", "noo", "ooo", "poo", "qoo", "roo", "soo"]191def test_range_merged_with_not_in_list(prepared_core, prepared_column):192 limited_data_type = prepared_core.Decimal()193 limited_data_type.has_precision = 3194 limited_data_type.has_scale = 0195 prepared_column.has_data_type = limited_data_type196 range_const = prepared_core.RangeConstraint("jhlkndsd")197 range_const.is_constraining_column = prepared_column198 range_const.set_left_boundary(40)199 range_const.set_right_boundary(60)200 list_constraint = prepared_core.ListConstraint()201 list_constraint.is_constraining_column = prepared_column202 list_constraint.has_picks = \203 ["40", "41", "42", "43", "44", "45", "46", "47", "58", "59", "60"]204 constraint_group = prepared_core.ConstraintGroup()205 constraint_group.has_constraints.append(range_const)206 constraint_group.has_constraints.append(list_constraint.toggle_restriction())207 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)208 constraint_group.convert_to_realization_definition()209 realization_definition = constraint_group210 for number in range(100):211 generated_result = realization_definition.fulfill_constraints_renew()212 print(generated_result['column_01'])213 assert generated_result['column_01'][:2] in \214 ["48", "49", "50", "51", "52", "53", "54", "55", "56", "57"]215def test_range_merged_with_not_match(prepared_core, prepared_column):216 range_const = prepared_core.RangeConstraint("jhlkndsd")217 range_const.is_constraining_column = prepared_column218 range_const.set_left_boundary(40)219 range_const.set_right_boundary(60)220 regex_constraint = prepared_core.RegexConstraint()221 regex_constraint.is_constraining_column = prepared_column222 regex_constraint.has_regex_format = '^4.*'223 constraint_group = prepared_core.ConstraintGroup()224 constraint_group.has_constraints.append(range_const)225 constraint_group.has_constraints.append(regex_constraint.toggle_restriction())226 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)227 constraint_group.convert_to_realization_definition()228 realization_definition = constraint_group229 for number in range(100):230 generated_result = realization_definition.fulfill_constraints_renew()231 assert generated_result['column_01'][:2] in \232 ["50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "60"]233def test_range_merged_with_multiple_not_matches(prepared_core, prepared_column):234 range_const = prepared_core.RangeConstraint("jhlkndsd")235 range_const.is_constraining_column = prepared_column236 range_const.set_left_boundary(40)237 range_const.set_right_boundary(60)238 constraint_group = prepared_core.ConstraintGroup()239 constraint_group.has_constraints.append(range_const)240 rgx = rgxcstr(prepared_core, prepared_column)241 constraint_group.has_restricting_constraints = [rgx('^4.*'), rgx('^.[5-9].*$')]242 constraint_group.has_constraints.append(rgx('^4.*').toggle_restriction())243 constraint_group.has_constraints.append(rgx('^.[5-9].*$').toggle_restriction())244 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)245 constraint_group.convert_to_realization_definition()246 realization_definition = constraint_group247 for number in range(100):248 generated_result = realization_definition.fulfill_constraints_renew()249 assert generated_result['column_01'][:2] in \250 ["50", "51", "52", "53", "54", "60"]251def test_constraint_and_dependency_for_same_column(252 prepared_core, prepared_column, list_constraint_under_test, prepared_table):253 list_constraint_under_test.is_constraining_column = prepared_table.has_columns[0]254 # raise exception cannot have constraint and dependency for same column255 dependency_const = prepared_core.ValueDependency("badfgqasx")256 dependency_const.is_constraining_column = prepared_column257 dependency_const.has_format_definition = "copy_{column_1}"258 constraint_group = prepared_core.ConstraintGroup()259 constraint_group.has_constraints.append(dependency_const)260 constraint_group.has_constraints.append(list_constraint_under_test)261 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)262 with pytest.raises(Exception, match=r"^ERROR: Cannot merge Value Dependency.*"):263 constraint_group.unify_constraints()264def test_unification_of_constraint_works_with_dependencies(prepared_core, prepared_column, list_constraint_under_test):265 column_2 = next(col for col in prepared_column.is_part_of_table.has_columns if "column_02" in col.name)266 list_constraint_under_test.is_constraining_column = column_2267 range_const = prepared_core.RangeConstraint("jhlkndsd")268 range_const.is_constraining_column = prepared_column269 range_const.set_left_boundary(40)270 range_const.set_right_boundary(60)271 constraint_group = prepared_core.ConstraintGroup()272 constraint_group.has_constraints.append(range_const)273 constraint_group.has_constraints.append(list_constraint_under_test)274 rgx = rgxcstr(prepared_core, prepared_column)275 constraint_group.has_constraints.append(rgx('^4.*$').toggle_restriction())276 constraint_group.has_constraints.append(rgx('^.[5-9].*$').toggle_restriction())277 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)278 constraint_group.convert_to_realization_definition()279 realization_definition = constraint_group280 for number in range(100):281 generated_result = realization_definition.fulfill_constraints_renew()282 assert generated_result['column_01'][:2] in \283 ["50", "51", "52", "53", "54", "60"]284 assert generated_result['column_02'] in \285 ['foo', 'moo', '1', 'baa', '-3.14', 'xD', '54']286def test_two_dependencies(prepared_core, prepared_column):287 dependency_const = prepared_core.ValueDependency("badfgqasx")288 dependency_const.is_constraining_column = prepared_column289 dependency_const.has_format_definition = "copy_{column_02}"290 dependency_const_2 = prepared_core.ValueDependency("aksdjfhw49eydh")291 dependency_const_2.is_constraining_column = prepared_column292 dependency_const_2.has_format_definition = "copy_{column_02}"293 constraint_group = prepared_core.ConstraintGroup()294 constraint_group.has_constraints.append(dependency_const)295 constraint_group.has_constraints.append(dependency_const_2)296 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)297 with pytest.raises(Exception, match=r"^ERROR: Cannot merge Value Dependency.*"):298 constraint_group.unify_constraints()299def test_constraints_for_multiple_tables_in_constraints_group_bad_convertion_to_single_reazlization_definition(300 prepared_core, prepared_table, prepared_table_2, list_constraint_under_test):301 list_constraint_under_test.is_constraining_column = prepared_table_2.has_columns[0]302 range_const = prepared_core.RangeConstraint("jhlkndsd")303 range_const.is_constraining_column = prepared_table.has_columns[0]304 range_const.set_left_boundary(40)305 range_const.set_right_boundary(60)306 constraint_group = prepared_core.ConstraintGroup()307 constraint_group.has_constraints.append(range_const)308 constraint_group.has_constraints.append(list_constraint_under_test)309 rgx = rgxcstr(prepared_core, prepared_table.has_columns[0])310 constraint_group.has_constraints.append(rgx('^4.*$').toggle_restriction())311 constraint_group.has_constraints.append(rgx('^.[5-9].*$').toggle_restriction())312 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)313 with pytest.raises(Exception, match=r"^ERROR: .*constraints more then one table. Should only one."):314 constraint_group.convert_to_realization_definition()315def test_constraints_for_multiple_tables_in_constraints_group_turns_into_realization_case(316 prepared_core, prepared_table, prepared_table_2, list_constraint_under_test):317 """ or multiple_realization_definitions_"""318 list_constraint_under_test.is_constraining_column = prepared_table_2.has_columns[0]319 limited_data_type = prepared_core.Decimal()320 limited_data_type.has_precision = 3321 limited_data_type.has_scale = 0322 prepared_table.has_columns[0].has_data_type = limited_data_type323 range_const = prepared_core.RangeConstraint("lkjasdnfkadfj")324 range_const.is_constraining_column = prepared_table.has_columns[0]325 # range_const.has_min_range = 40326 # range_const.has_max_range = 60327 range_const.set_left_boundary(40)328 range_const.set_right_boundary(60)329 constraint_group = prepared_core.ConstraintGroup()330 constraint_group.has_constraints.append(range_const)331 constraint_group.has_constraints.append(list_constraint_under_test)332 rgx = rgxcstr(prepared_core, prepared_table.has_columns[0])333 constraint_group.has_constraints.append(rgx('^4.*$').toggle_restriction())334 constraint_group.has_constraints.append(rgx('^.[5-9].*$').toggle_restriction())335 sync_reasoner_pellet(infer_property_values=True, infer_data_property_values=False)336 case = constraint_group.build_realization_case()337 generated_result = case.realize()338 # expected result example339 # generated_result = {340 # 'internal_test_table_01': [{'column_01': '60', 'column_02': None}],341 # 'internal_test_table_02': [{'column_02': '-3.14'}]342 # }343 assert len(generated_result.keys()) == 2, "Generated results should be for two different tables."344 assert generated_result['internal_test_table_01'][0]['column_01'][:2] in \345 ["50", "51", "52", "53", "54", "60"]346 assert generated_result['internal_test_table_01'][0]['column_02'] is None347 assert "column_01" in generated_result['internal_test_table_02'][0]348 assert generated_result['internal_test_table_02'][0]['column_01'] in ['foo', 'moo', '1', 'baa', '-3.14', 'xD', '54']349def test_constraints_for_same_table_but_different_realization_definitions_do_not_merge():...

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test_validation.py

Source:test_validation.py Github

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...82 PandasColumn.string_column('bar'),83 ],84 dataframe_constraints=[RowCountConstraint(2)],85 )86def has_constraints(column, constraints):87 for constraint in constraints:88 if not any(89 [isinstance(col_constraint, constraint) for col_constraint in column.constraints]90 ):91 return False92 return True93@pytest.mark.parametrize(94 'composer, composer_args, expected_constraints',95 [96 (PandasColumn.boolean_column, [], [ColumnDTypeFnConstraint]),97 (PandasColumn.numeric_column, [], [ColumnDTypeFnConstraint, InRangeColumnConstraint]),98 (PandasColumn.datetime_column, [], [ColumnDTypeInSetConstraint, InRangeColumnConstraint]),99 (PandasColumn.string_column, [], [ColumnDTypeFnConstraint]),100 (101 PandasColumn.categorical_column,102 [{'a', 'b'}],103 [ColumnDTypeInSetConstraint, CategoricalColumnConstraint],104 ),105 ],106)107def test_datetime_column_composition(composer, composer_args, expected_constraints):108 column = composer('foo', *composer_args)109 assert isinstance(column, PandasColumn)110 assert column.name == 'foo'111 assert has_constraints(column, expected_constraints)112 # Test non nullable constraint flag113 non_nullable_included_constraints = expected_constraints + [NonNullableColumnConstraint]114 non_nullable_column = composer('foo', *composer_args, non_nullable=True)115 assert has_constraints(non_nullable_column, non_nullable_included_constraints)116 # Test unique constraint flag117 distinct_included_constraints = expected_constraints + [UniqueColumnConstraint]118 distinct_column = composer('foo', *composer_args, unique=True)119 assert has_constraints(distinct_column, distinct_included_constraints)120 # Test ignore_missing_values flag121 ignore_column = composer('foo', *composer_args, ignore_missing_vals=True)122 assert has_constraints(ignore_column, expected_constraints)123 for constraint in ignore_column.constraints:124 if hasattr(constraint, 'ignore_missing_vals'):...

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check_syntax.py

Source:check_syntax.py Github

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1"""Syntax checks2These checks verify syntax (schema), in particular for the ``extra``3section that is otherwise free-form.4"""5import re6from . import LintCheck, ERROR, WARNING, INFO7class version_constraints_missing_whitespace(LintCheck):8 """Packages and their version constraints must be space separated9 Example::10 host:11 python >=312 """13 def check_recipe(self, recipe):14 check_paths = []15 for section in ('build', 'run', 'host'):16 check_paths.append(f'requirements/{section}')17 constraints = re.compile("(.*?)([<=>].*)")18 for path in check_paths:19 for n, spec in enumerate(recipe.get(path, [])):20 has_constraints = constraints.search(spec)21 if has_constraints:22 space_separated = has_constraints[1].endswith(" ")23 if not space_separated:24 self.message(section=f"{path}/{n}", data=True)25 def fix(self, _message, _data):26 check_paths = []27 for section in ('build', 'run', 'host'):28 check_paths.append(f'requirements/{section}')29 constraints = re.compile("(.*?)([<=>].*)")30 for path in check_paths:31 for spec in self.recipe.get(path, []):32 has_constraints = constraints.search(spec)33 if has_constraints:34 space_separated = has_constraints[1].endswith(" ")35 if not space_separated:36 dep, ver = has_constraints.groups()37 self.recipe.replace(spec, f"{dep} {ver}", within='requirements')38 return True39class extra_identifiers_not_list(LintCheck):40 """The extra/identifiers section must be a list41 Example::42 extra:43 identifiers:44 - doi:12345 """46 def check_recipe(self, recipe):47 identifiers = recipe.get('extra/identifiers', None)48 if identifiers and not isinstance(identifiers, list):49 self.message(section='extra/identifiers')50class extra_identifiers_not_string(LintCheck):51 """Each item in the extra/identifiers section must be a string52 Example::53 extra:54 identifiers:55 - doi:12356 Note that there is no space around the colon57 """58 requires = [extra_identifiers_not_list]59 def check_recipe(self, recipe):60 identifiers = recipe.get('extra/identifiers', [])61 for n, identifier in enumerate(identifiers):62 if not isinstance(identifier, str):63 self.message(section=f'extra/identifiers/{n}')64class extra_identifiers_missing_colon(LintCheck):65 """Each item in the extra/identifiers section must be of form ``type:value``66 Example::67 extra:68 identifiers:69 - doi:12370 """71 requires = [extra_identifiers_not_string]72 def check_recipe(self, recipe):73 identifiers = recipe.get('extra/identifiers', [])74 for n, identifier in enumerate(identifiers):75 if ':' not in identifier:76 self.message(section=f'extra/identifiers/{n}')77class extra_skip_lints_not_list(LintCheck):78 """The extra/skip-lints section must contain a list79 Example::80 extra:81 skip-lints:82 - should_use_compilers83 """84 def check_recipe(self, recipe):85 if not isinstance(recipe.get('extra/skip-lints', []), list):...

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