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test_validators.py
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test_validators.py
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from types import MappingProxyType
import pytest
from dynaconf import Dynaconf
from dynaconf import LazySettings
from dynaconf import ValidationError
from dynaconf import Validator
from dynaconf.validator import ValidatorList
TOML = """
[default]
EXAMPLE = true
MYSQL_HOST = 'localhost'
DEV_SERVERS = ['127.0.0.1', 'localhost', 'development.com']
VERSION = 1
AGE = 15
NAME = 'BRUNO'
PORT = 8001
BASE_IMAGE = 'bla'
PRESIDENT = 'Lula'
PROJECT = 'hello_world'
SALARY = 2000
WORKS = 'validator'
ZERO = 0
FALSE = false
[development]
MYSQL_HOST = 'development.com'
VERSION = 1
AGE = 15
NAME = 'MIKE'
IMAGE_1 = 'aaa'
IMAGE_2 = 'bbb'
IMAGE_4 = 'a'
IMAGE_5 = 'b'
[production]
MYSQL_HOST = 'production.com'
VERSION = 1
AGE = 15
NAME = 'MIKE'
IMAGE_4 = 'a'
IMAGE_5 = 'b'
[global]
MYSQL_PASSWD = "SuperSecret"
TESTVALUE = "value"
"""
YAML = """
server:
hostname: "localhost"
port: 22
users:
- "Bruno"
- "Lula"
app:
name: "testname"
path: "/tmp/app_startup"
args:
arg1: "a"
arg2: "b"
arg3: "c"
"""
@pytest.fixture
def yaml_validators_good():
return [
Validator(
"server.hostname", "server.port", "server.users", must_exist=True
),
Validator(
"app.name",
"app.path",
"app.args.arg1",
"app.args.arg2",
"app.args.arg3",
must_exist=True,
),
]
@pytest.fixture
def yaml_validators_bad():
return [
Validator("missing.value", must_exist=True),
Validator("app.missing", must_exist=True),
Validator("app.args.missing", must_exist=True),
]
@pytest.fixture
def yaml_validators_mixed(yaml_validators_good, yaml_validators_bad):
mixed = []
mixed.extend(yaml_validators_good)
mixed.extend(yaml_validators_bad)
return mixed
def test_validators_on_init(tmpdir):
TOML = """
[default]
hostname = 'devserver.com'
username = 'admin'
"""
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True,
settings_file=str(tmpfile),
validators=(
Validator("hostname", eq="devserver.com"),
Validator("username", ne="admin"),
),
)
with pytest.raises(ValidationError):
settings.HOSTNAME
def test_validators_register(tmpdir):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True,
ENV_FOR_DYNACONF="EXAMPLE",
SETTINGS_FILE_FOR_DYNACONF=str(tmpfile),
silent=True,
)
settings.validators.register(
Validator("VERSION", "AGE", "NAME", must_exist=True),
Validator("AGE", lte=30, gte=10),
Validator("PROJECT", eq="hello_world"),
Validator("PRESIDENT", env="DEVELOPMENT", ne="Trump"),
Validator("SALARY", lt=1000000, gt=1000),
Validator("DEV_SERVERS", must_exist=True, is_type_of=(list, tuple)),
Validator("MYSQL_HOST", env="DEVELOPMENT", is_in=settings.DEV_SERVERS),
Validator(
"MYSQL_HOST", env="PRODUCTION", is_not_in=settings.DEV_SERVERS
),
Validator("NAME", condition=lambda x: x in ("BRUNO", "MIKE")),
Validator(
"IMAGE_1",
"IMAGE_2",
env="development",
must_exist=True,
when=Validator(
"BASE_IMAGE", must_exist=True, env=settings.ENV_FOR_DYNACONF
),
),
Validator(
"IMAGE_4",
"IMAGE_5",
env=("development", "production"),
must_exist=True,
when=Validator(
"BASE_IMAGE", must_exist=False, env=settings.ENV_FOR_DYNACONF
),
),
Validator(
"PORT",
must_exist=True,
ne=8000,
when=Validator("MYSQL_HOST", eq="localhost"),
),
#
Validator("ZERO", is_type_of=int, eq=0),
Validator("FALSE", is_type_of=bool, eq=False),
Validator("NAME", len_min=3, len_max=125),
Validator("DEV_SERVERS", cont="localhost"),
Validator("PORT", condition=lambda value: len(str(value)) == 4),
Validator("PROJECT", len_ne=0),
)
assert settings.validators.validate() is None
settings.validators.register(
Validator("TESTVALUEZZ", env="development"),
Validator("TESTVALUE", eq="hello_world"),
)
with pytest.raises(ValidationError):
settings.validators.validate()
with pytest.raises(TypeError):
Validator("A", condition=1)
with pytest.raises(TypeError):
Validator("A", when=1)
def test_dotted_validators(settings):
settings.set(
"PARAMS",
{"PASSWORD": "secret", "SSL": {"CONTEXT": "SECURE", "ENABLED": True}},
)
settings.validators.register(
Validator("PARAMS", must_exist=True, is_type_of=dict),
Validator("PARAMS.PASSWORD", must_exist=True, is_type_of=str),
Validator("PARAMS.SSL", must_exist=True, is_type_of=dict),
Validator("PARAMS.SSL.ENABLED", must_exist=True, is_type_of=bool),
Validator("PARAMS.NONEXISTENT", must_exist=False, is_type_of=str),
)
assert settings.validators.validate() is None
@pytest.mark.parametrize(
"validator_instance",
[
Validator("TESTVALUE", eq="hello_world"),
Validator("PROJECT", condition=lambda x: False, env="development"),
Validator("TESTVALUEZZ", must_exist=True),
Validator("TESTVALUEZZ", "PROJECT", must_exist=False),
],
)
def test_validation_error(validator_instance, tmpdir):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True,
ENV_FOR_DYNACONF="EXAMPLE",
SETTINGS_FILE_FOR_DYNACONF=str(tmpfile),
silent=True,
)
settings.validators.register(validator_instance)
with pytest.raises(ValidationError):
settings.validators.validate()
def test_no_reload_on_single_env(tmpdir, mocker):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
same_env_validator = Validator(
"VERSION", is_type_of=int, env="development"
)
other_env_validator = Validator("NAME", must_exist=True, env="production")
settings = LazySettings(
environments=True,
ENV_FOR_DYNACONF="DEVELOPMENt",
SETTINGS_FILE_FOR_DYNACONF=str(tmpfile),
)
using_env = mocker.patch.object(settings, "from_env")
settings.validators.register(same_env_validator)
settings.validators.validate()
using_env.assert_not_called()
settings.validators.register(other_env_validator)
settings.validators.validate()
using_env.assert_any_call("production")
assert using_env.call_count == 1
@pytest.mark.parametrize(
"this_validator,another_validator",
[
(
Validator("VERSION", "AGE", "NAME", must_exist=True),
Validator("VERSION", "AGE", "NAME", must_exist=True),
),
(
Validator("VERSION") | Validator("AGE"),
Validator("VERSION") | Validator("AGE"),
),
(
Validator("VERSION") & Validator("AGE"),
Validator("VERSION") & Validator("AGE"),
),
],
)
def test_equality(this_validator, another_validator):
assert this_validator == another_validator
assert this_validator is not another_validator
@pytest.mark.parametrize(
"this_validator,another_validator",
[
(
Validator(
"IMAGE_1", when=Validator("BASE_IMAGE", must_exist=True)
),
Validator(
"IMAGE_1", when=Validator("MYSQL_HOST", must_exist=True)
),
),
(Validator("VERSION"), Validator("VERSION") & Validator("AGE")),
(Validator("VERSION"), Validator("VERSION") | Validator("AGE")),
(
Validator("VERSION") | Validator("AGE"),
Validator("VERSION") & Validator("AGE"),
),
(
Validator("VERSION") | Validator("AGE"),
Validator("NAME") | Validator("BASE_IMAGE"),
),
],
)
def test_inequality(this_validator, another_validator):
assert this_validator != another_validator
def test_ignoring_duplicate_validators(tmpdir):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True,
ENV_FOR_DYNACONF="EXAMPLE",
SETTINGS_FILE_FOR_DYNACONF=str(tmpfile),
silent=True,
)
validator1 = Validator("VERSION", "AGE", "NAME", must_exist=True)
settings.validators.register(
validator1, Validator("VERSION", "AGE", "NAME", must_exist=True)
)
assert len(settings.validators) == 1
settings.validators.register(validator1)
assert len(settings.validators) == 1
def test_validator_equality_by_identity():
validator1 = Validator("FOO", must_exist=True)
validator2 = validator1
assert validator1 == validator2
def test_validator_custom_message(tmpdir):
"""Assert custom message is being processed by validator."""
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True, SETTINGS_FILE_FOR_DYNACONF=str(tmpfile), silent=True
)
custom_msg = "You cannot set {name} to {value} in env {env}"
settings.validators.register(
Validator("MYSQL_HOST", eq="development.com", env="DEVELOPMENT"),
Validator("MYSQL_HOST", ne="development.com", env="PRODUCTION"),
Validator("VERSION", ne=1, messages={"operations": custom_msg}),
)
with pytest.raises(ValidationError) as error:
settings.validators.validate()
assert custom_msg.format(
name="VERSION", value="1", env="DEVELOPMENT"
) in str(error)
def test_validator_subclass_messages(tmpdir):
"""Assert message can be customized via class attributes"""
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True, SETTINGS_FILE_FOR_DYNACONF=str(tmpfile), silent=True
)
class MyValidator(Validator):
default_messages = MappingProxyType(
{
"must_exist_true": "{name} should exist in {env}",
"must_exist_false": "{name} CANNOT BE THERE IN {env}",
"condition": (
"{name} BROKE THE {function}({value}) IN env {env}"
),
"operations": (
"{name} SHOULD BE {operation} {op_value} "
"BUT YOU HAVE {value} IN ENV {env}, PAY ATTENTION!"
),
}
)
with pytest.raises(ValidationError) as error_custom_message:
custom_msg = "You cannot set {name} to {value} in env {env}"
MyValidator(
"VERSION", ne=1, messages={"operations": custom_msg}
).validate(settings)
assert custom_msg.format(
name="VERSION", value="1", env="DEVELOPMENT"
) in str(error_custom_message)
with pytest.raises(ValidationError) as error_operations:
MyValidator("VERSION", ne=1).validate(settings)
assert (
"VERSION SHOULD BE ne 1 "
"BUT YOU HAVE 1 IN ENV DEVELOPMENT, "
"PAY ATTENTION!"
) in str(error_operations)
with pytest.raises(ValidationError) as error_conditions:
MyValidator("VERSION", condition=lambda value: False).validate(
settings
)
assert ("VERSION BROKE THE <lambda>(1) IN env DEVELOPMENT") in str(
error_conditions
)
with pytest.raises(ValidationError) as error_must_exist_false:
MyValidator("VERSION", must_exist=False).validate(settings)
assert ("VERSION CANNOT BE THERE IN DEVELOPMENT") in str(
error_must_exist_false
)
with pytest.raises(ValidationError) as error_must_exist_true:
MyValidator("BLARGVARGST_DONT_EXIST", must_exist=True).validate(
settings
)
assert ("BLARGVARGST_DONT_EXIST should exist in DEVELOPMENT") in str(
error_must_exist_true
)
def test_positive_combined_validators(tmpdir):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True, SETTINGS_FILE_FOR_DYNACONF=str(tmpfile), silent=True
)
settings.validators.register(
Validator("VERSION", ne=1) | Validator("VERSION", ne=2),
Validator("VERSION", ne=4) & Validator("VERSION", ne=2),
)
settings.validators.validate()
def test_negative_combined_or_validators(tmpdir):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True, SETTINGS_FILE_FOR_DYNACONF=str(tmpfile), silent=True
)
settings.validators.register(
Validator("VERSION", ne=1) | Validator("VERSION", ne=1),
)
with pytest.raises(ValidationError):
settings.validators.validate()
def test_negative_combined_and_validators(tmpdir):
tmpfile = tmpdir.join("settings.toml")
tmpfile.write(TOML)
settings = LazySettings(
environments=True, SETTINGS_FILE_FOR_DYNACONF=str(tmpfile), silent=True
)
settings.validators.register(
Validator("VERSION", ne=1) & Validator("VERSION", ne=1),
)
with pytest.raises(ValidationError):
settings.validators.validate()
def test_envless_and_combined_validators(tmpdir):
tmpfile = tmpdir.join("settings.toml")
TOML = """
value = true
version = 1
name = 'Bruno'
"""
tmpfile.write(TOML)
settings = LazySettings(
SETTINGS_FILE_FOR_DYNACONF=str(tmpfile), silent=True
)
settings.validators.register(
Validator("VERSION", ne=1) & Validator("value", ne=True),
)
with pytest.raises(ValidationError):
settings.validators.validate()
def test_cast_before_validate(tmpdir):
tmpfile = tmpdir.join("settings.toml")
TOML = """
name = 'Bruno'
colors = ['red', 'green', 'blue']
"""
tmpfile.write(TOML)
settings = LazySettings(
settings_file=str(tmpfile),
silent=True,
lowercase_read=True,
validators=[
Validator("name", len_eq=5),
Validator("name", len_min=1),
Validator("name", len_max=5),
Validator("colors", len_eq=3),
Validator("colors", len_eq=3),
Validator("colors", len_eq=24, cast=str),
],
)
assert settings.name == "Bruno"
assert settings.colors == ["red", "green", "blue"]
def test_validator_can_provide_default(tmpdir):
tmpfile = tmpdir.join("settings.toml")
TOML = """
name = 'Bruno'
colors = ['red', 'green', 'blue']
"""
tmpfile.write(TOML)
settings = LazySettings(
settings_file=str(tmpfile),
validators=[
Validator("name", required=True),
Validator("FOO", default="BAR"),
Validator("COMPUTED", default=lambda st, va: "I am computed"),
],
)
assert settings.name == "Bruno"
assert settings.colors == ["red", "green", "blue"]
assert settings.FOO == "BAR"
assert settings.COMPUTED == "I am computed"
def test_validator_init_exclude(tmpdir, yaml_validators_mixed):
tmpfile = tmpdir.join("settings.yaml")
tmpfile.write(YAML)
settings = LazySettings(
settings_file=str(tmpfile),
validators=yaml_validators_mixed,
validate_exclude=["missing", "app.missing", "app.args.missing"],
)
assert settings.server.hostname == "localhost"
def test_validator_init_only(tmpdir, yaml_validators_mixed):
tmpfile = tmpdir.join("settings.yaml")
tmpfile.write(YAML)
settings = LazySettings(
settings_file=str(tmpfile),
validators=yaml_validators_mixed,
validate_only=["server"],
)
assert settings.server.hostname == "localhost"
def test_validator_init_mixed(tmpdir, yaml_validators_mixed):
tmpfile = tmpdir.join("settings.yaml")
tmpfile.write(YAML)
settings = LazySettings(
settings_file=str(tmpfile),
validators=yaml_validators_mixed,
validate_only=["server", "app"],
validate_exclude=["app.missing", "app.args.missing"],
)
assert settings.server.hostname == "localhost"
def test_validator_only_post_register(
tmpdir, yaml_validators_good, yaml_validators_bad
):
tmpfile = tmpdir.join("settings.yaml")
tmpfile.write(YAML)
settings = LazySettings(
settings_file=str(tmpfile),
validators=yaml_validators_good,
validate_only=["server"],
)
assert settings.server.hostname == "localhost"
settings.validators.register(*yaml_validators_bad)
# call validation only on the server section
settings.validators.validate(only=["server"])
def test_validator_exclude_post_register(
tmpdir, yaml_validators_good, yaml_validators_bad
):
tmpfile = tmpdir.join("settings.yaml")
tmpfile.write(YAML)
settings = LazySettings(
settings_file=str(tmpfile),
validators=yaml_validators_good,
validate_only=["server", "app.path"],
)
assert settings.server.hostname == "localhost"
settings.validators.register(*yaml_validators_bad)
# call validation only on the server section
settings.validators.validate(
exclude=["missing", "app.missing", "app.args.missing"]
)
settings.app.path = "/tmp/app_startup"
def test_raises_on_invalid_selective_args(tmpdir, yaml_validators_good):
settings = LazySettings(validators=yaml_validators_good, validate_only=int)
with pytest.raises(ValueError):
settings.validator_instance.validate()
settings = LazySettings(
validators=yaml_validators_good, validate_exclude=int
)
with pytest.raises(ValueError):
settings.validator_instance.validate()
def test_validator_descriptions(tmpdir):
validators = ValidatorList(
LazySettings(),
validators=[
Validator("foo", description="foo"),
Validator("bar", description="bar"),
Validator("baz", "zaz", description="baz zaz"),
Validator("foo", description="another message"),
Validator("a", description="a") & Validator("b"),
],
)
assert validators.descriptions() == {
"bar": ["bar"],
"baz": ["baz zaz"],
"zaz": ["baz zaz"],
"foo": ["foo", "another message"],
"a": ["a"],
"b": ["a"],
}
def test_validator_descriptions_flat(tmpdir):
validators = ValidatorList(
LazySettings(),
validators=[
Validator("foo", description="foo"),
Validator("bar", description="bar"),
Validator("baz", "zaz", description="baz zaz"),
Validator("foo", description="another message"),
Validator("a", description="a") & Validator("b"),
],
)
assert validators.descriptions(flat=True) == {
"bar": "bar",
"baz": "baz zaz",
"zaz": "baz zaz",
"foo": "foo",
"a": "a",
"b": "a",
}
def test_toml_should_not_change_validator_type_with_is_type_set():
settings = Dynaconf(
validators=[Validator("TEST", is_type_of=str, default="+172800")]
)
assert settings.test == "+172800"
def test_toml_should_not_change_validator_type_using_at_sign():
settings = Dynaconf(
validators=[Validator("TEST", is_type_of=str, default="@str +172800")]
)
assert settings.test == "+172800"