def test_param_ref(self):
config_dict = {"value": "outputs", "ref": "ops.A"}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is True
config_dict = {"value": "outputs.output1", "ref": "ops.A"}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is True
config_dict = {
"value": "artifact.metric_events",
"ref": "runs.0de53b5bf8b04a219d12a39c6b92bcce",
}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is True
config_dict = {"value": "input.param1", "ref": "dag"}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is True
def test_param_config_with_value(self):
config_dict = {"value": "string_value"}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is True
assert config.is_ref is False
config_dict = {"value": 234}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is True
assert config.is_ref is False
config_dict = {"value": 23.4}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is True
assert config.is_ref is False
config_dict = {"value": {"key": "value"}}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is True
assert config.is_ref is False
config_dict = {"value": ["value1", "value2"]}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is True
assert config.is_ref is False
def test_wrong_param_with_ref_and_search(self):
with self.assertRaises(ValidationError):
V1Param.from_dict({
"value": "something",
"ref": "test",
"search": {
"query": "test"
}
})
def test_run_simple_file_passes(self):
run_config = V1CompiledOperation.read([
os.path.abspath("tests/fixtures/typing/run_cmd_simple_file.yml"),
{
"kind": "compiled_operation"
},
])
assert run_config.inputs[0].value == "MeanSquaredError"
assert run_config.inputs[1].value is None
validated_params = run_config.validate_params()
assert run_config.inputs[0].value == "MeanSquaredError"
assert run_config.inputs[1].value is None
assert {
"loss": V1Param(value="MeanSquaredError"),
"num_masks": V1Param(value=None),
} == {p.name: p.param
for p in validated_params}
with self.assertRaises(ValidationError):
CompiledOperationSpecification.apply_operation_contexts(run_config)
validated_params = run_config.validate_params(
params={"num_masks": {
"value": 100
}})
assert {
"loss": V1Param(value="MeanSquaredError"),
"num_masks": V1Param(value=100),
} == {p.name: p.param
for p in validated_params}
assert run_config.run.container.args == [
"video_prediction_train",
"--num_masks={{num_masks}}",
"--loss={{loss}}",
]
with self.assertRaises(ValidationError):
# Applying context before applying params
CompiledOperationSpecification.apply_operation_contexts(run_config)
run_config.apply_params(params={"num_masks": {"value": 100}})
run_config = CompiledOperationSpecification.apply_operation_contexts(
run_config)
run_config = CompiledOperationSpecification.apply_runtime_contexts(
run_config)
assert run_config.version == 1.1
assert run_config.tags == ["foo", "bar"]
container = run_config.run.container
assert isinstance(container, k8s_schemas.V1Container)
assert container.image == "my_image"
assert container.command == ["/bin/sh", "-c"]
assert container.args == [
"video_prediction_train",
"--num_masks=100",
"--loss=MeanSquaredError",
]
def test_wrong_param_value_type(self):
with self.assertRaises(ValidationError):
V1Param.from_dict({"ref": "test", "value": 12})
with self.assertRaises(ValidationError):
V1Param.from_dict({
"search": {
"query": "test"
},
"value": {
"foo": "bar"
}
})
def test_validate_to_init(self):
param = V1Param(value="test")
spec = param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.validate_to_init() is False
# Add connection
spec.param.connection = "connection"
assert spec.validate_to_init() is False
# Add to_init
spec.param.to_init = True
assert spec.validate_to_init() is True
# Dockerfile but no to_init
param = V1Param(value="test")
spec = param.get_spec(
name="foo",
iotype=types.DOCKERFILE,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.validate_to_init() is False
# add to_init
spec.param.to_init = True
assert spec.validate_to_init() is True
# Add connection
spec.param.connection = "test"
assert spec.validate_to_init() is True
def test_param_search(self):
config_dict = {
"value": "outputs",
"search": {
"query": "metrics.a: < 21",
"sort": "-inputs.name1"
},
}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is False
assert config.is_search is True
config_dict = {
"value": "outputs.output1",
"search": {
"query": "metrics.a: < 21",
"sort": "-inputs.name1",
"limit": 2
},
}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is False
assert config.is_search is True
config_dict = {
"value": "artifact.metric_events",
"search": {
"query": "status: succeeded|failed"
},
}
config = V1Param.from_dict(config_dict)
assert_equal_dict(config.to_dict(), config_dict)
assert config.is_literal is False
assert config.is_ref is False
assert config.is_search is True
def from_hook(cls, hook: V1Hook, inputs: Dict, outputs: Dict,
condition: Dict):
run_patch = None
if hook.connection:
run_patch = {"connections": [hook.connection]}
params = hook.params
# Extend params with
if not hook.disable_defaults:
params = params or {}
if inputs:
params["inputs"] = V1Param(value=inputs, context_only=True)
if outputs:
params["outputs"] = V1Param(value=outputs, context_only=True)
if condition:
params["condition"] = V1Param(value=condition,
context_only=True)
return cls(
run_patch=run_patch,
hub_ref=hook.hub_ref,
presets=hook.presets,
params=params,
)
def from_hook(cls, hook: V1Hook, contexts: Dict):
run_patch = None
if hook.connection:
run_patch = {"connections": [hook.connection]}
params = hook.params
# Extend params with
if not hook.disable_defaults:
contexts = contexts or {}
params = params or {}
for k, v in contexts.items():
params[k] = V1Param(value=v, context_only=True)
return cls(
run_patch=run_patch,
hub_ref=hook.hub_ref,
presets=hook.presets,
params=params,
)
def test_run_with_refs(self):
# Get compiled_operation data
run_config = V1CompiledOperation.read([
os.path.abspath("tests/fixtures/typing/run_with_refs.yml"),
{
"kind": "compiled_operation"
},
])
params = {
"num_masks": {
"value": 2
},
"model_path": {
"ref": "runs.64332180bfce46eba80a65caf73c5396",
"value": "outputs.doo",
},
}
validated_params = run_config.validate_params(params=params)
param_specs_by_name = {p.name: p.param for p in validated_params}
assert param_specs_by_name == {
"num_masks":
V1Param(value=2),
"model_path":
V1Param(ref="runs.64332180bfce46eba80a65caf73c5396",
value="outputs.doo"),
}
ref_param = param_specs_by_name["model_path"]
assert ref_param.to_dict() == params["model_path"]
with self.assertRaises(ValidationError):
run_config.apply_params(params=params)
# Passing correct context
run_config.apply_params(
params=params,
context={
"runs.64332180bfce46eba80a65caf73c5396.outputs.doo":
V1IO(
name="model_path",
value="model_path",
is_optional=True,
iotype="path",
)
},
)
# New params
params = {
"num_masks": {
"value": 2
},
"model_path": {
"ref": "ops.A",
"value": "outputs.doo"
},
}
validated_params = run_config.validate_params(params=params)
param_specs_by_name = {p.name: p.param for p in validated_params}
assert param_specs_by_name == {
"num_masks": V1Param(value=2),
"model_path": V1Param(ref="ops.A", value="outputs.doo"),
}
ref_param = param_specs_by_name["model_path"]
assert ref_param.to_dict() == params["model_path"]
with self.assertRaises(ValidationError):
run_config.apply_params(params=params)
run_config.apply_params(
params=params,
context={
"ops.A.outputs.doo":
V1IO(
name="model_path",
value="model_path",
is_optional=True,
iotype="path",
)
},
)
def test_to_init(self):
param = V1Param(value="test", connection="connection")
spec = param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.to_init() is None
param = V1Param(value="test", to_init=True)
spec = param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.to_init() is None
param = V1Param(value="test", connection="connection", to_init=True)
spec = param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
init = spec.to_init()
assert init.container is None
assert init.connection == "connection"
assert init.dockerfile is None
assert init.git is None
assert init.artifacts is None
# Dockerfile
param = V1Param(value={"image": "test"}, connection="connection")
spec = param.get_spec(
name="foo",
iotype=types.DOCKERFILE,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.to_init() is None
param = V1Param(value={"image": "test"}, to_init=True)
spec = param.get_spec(
name="foo",
iotype=types.DOCKERFILE,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
init = spec.to_init()
assert init.container is None
assert init.connection is None
assert init.dockerfile.image == param.value["image"]
assert init.git is None
assert init.artifacts is None
# Git
param = V1Param(value={"url": "test"}, connection="connection")
spec = param.get_spec(
name="foo",
iotype=types.GIT,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.to_init() is None
param = V1Param(value={"url": "test"}, connection="connection", to_init=True)
spec = param.get_spec(
name="foo",
iotype=types.GIT,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
init = spec.to_init()
assert init.container is None
assert init.connection == "connection"
assert init.dockerfile is None
assert init.git.to_dict() == param.value
assert init.artifacts is None
# Artifacts
param = V1Param(value={"files": ["test"]}, connection="connection")
spec = param.get_spec(
name="foo",
iotype=types.ARTIFACTS,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
assert spec.to_init() is None
param = V1Param(
value={"files": ["test"]}, connection="connection", to_init=True
)
spec = param.get_spec(
name="foo",
iotype=types.ARTIFACTS,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
init = spec.to_init()
assert init.container is None
assert init.connection == "connection"
assert init.dockerfile is None
assert init.git is None
assert init.artifacts.to_dict() == param.value
def test_get_param(self):
# None string values should exit fast
param = V1Param(value=1)
assert param.get_spec(
name="foo",
iotype=types.INT,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.INT,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
# Str values none regex
param = V1Param(value="1")
assert param.get_spec(
name="foo",
iotype=types.INT,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.INT,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
param = V1Param(value="SDfd")
assert param.get_spec(
name="foo",
iotype=types.STR,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format=None,
)
# Validation dag
param = V1Param(value="inputs.foo", ref="dag")
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
param = V1Param(value="{{ inputs }}", ref="dag")
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
with self.assertRaises(ValidationError):
param = V1Param(value="{{ outputs }}", ref="dag")
param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
with self.assertRaises(ValidationError):
param = V1Param(value="inputs.foo", ref="dag.1")
param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
# Validation ops
param = V1Param(value="{{ outputs.foo }}", ref="ops.foo-bar")
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
param = V1Param(value="inputs.foo", ref="ops.foo-bar")
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
param = V1Param(value="inputs", ref="ops.foo-bar")
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
# Regex validation ops: invalid params
with self.assertRaises(ValidationError):
param = V1Param(value="status.foo", ref="ops.foo-bar")
param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
# Validation runs
uid = uuid.uuid4().hex
param = V1Param(value="outputs.foo", ref="runs.{}".format(uid))
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
uid = uuid.uuid4().hex
param = V1Param(value="inputs.foo", ref="runs.{}".format(uid))
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
# Custom arg_format
param = V1Param(value="SDfd")
assert param.get_spec(
name="foo",
iotype=types.STR,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
) == ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
)
assert (
ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
).as_arg()
== "--sdf=SDfd"
)
# Custom arg_format with empty value
param = V1Param(value=None)
assert param.get_spec(
name="foo",
iotype=types.STR,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
) == ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
)
assert (
ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
).as_arg()
== ""
)
# Custom arg_format with 0 value
param = V1Param(value=0)
assert param.get_spec(
name="foo",
iotype=types.INT,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
) == ParamSpec(
name="foo",
iotype=types.INT,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
)
assert (
ParamSpec(
name="foo",
iotype=types.INT,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="--sdf={{ foo }}",
).as_arg()
== "--sdf=0"
)
# Custom arg_format with bool value
param = V1Param(value=True)
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=False,
is_list=False,
is_context=False,
arg_format="{{'true-var' if foo else 'false-var'}}",
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="{{'true-var' if foo else 'false-var'}}",
)
assert (
ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="{{'true-var' if foo else 'false-var'}}",
).as_arg()
== "true-var"
)
param = V1Param(value=False)
assert param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=False,
is_list=False,
is_context=False,
arg_format="{{'true-var' if foo else 'false-var'}}",
) == ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="{{'true-var' if foo else 'false-var'}}",
)
assert (
ParamSpec(
name="foo",
iotype=types.BOOL,
param=param,
is_flag=False,
is_list=False,
is_context=False,
arg_format="{{'true-var' if foo else 'false-var'}}",
).as_arg()
== "false-var"
)
# isFlag
param = V1Param(value=True)
assert param.get_spec(
name="foo",
iotype=types.STR,
is_flag=True,
is_list=False,
is_context=False,
arg_format="{{foo}}",
) == ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format="{{foo}}",
)
assert (
str(
ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format="{{foo}}",
)
)
== "--foo"
)
# isFlag empty
param = V1Param(value=None)
assert param.get_spec(
name="foo",
iotype=types.STR,
is_flag=True,
is_list=False,
is_context=False,
arg_format="{{foo}}",
) == ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format="{{foo}}",
)
assert (
str(
ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=True,
is_list=False,
is_context=False,
arg_format="{{foo}}",
)
)
== ""
)
# isContext
param = V1Param(value={"key": "value"})
assert param.get_spec(
name="foo",
iotype=types.STR,
is_flag=False,
is_list=False,
is_context=True,
arg_format="{{foo}}",
) == ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=True,
arg_format="{{foo}}",
)
assert (
ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=True,
arg_format=None,
).param.value
== {"key": "value"}
)
assert (
str(
ParamSpec(
name="foo",
iotype=types.STR,
param=param,
is_flag=False,
is_list=False,
is_context=True,
arg_format=None,
)
)
== ujson.dumps({"key": "value"})
)
# Regex validation runs: invalid params
with self.assertRaises(ValidationError):
param = V1Param(value="outputs.foo", ref="run.foo-bar")
param.get_spec(
name="foo",
iotype=types.BOOL,
is_flag=True,
is_list=False,
is_context=False,
arg_format=None,
)
def test_get_param(self):
# None string values should exit fast
param = V1Param(value=1)
assert param.get_spec(
name="foo", iotype=types.INT, is_flag=False, is_list=False
) == ParamSpec(
name="foo", iotype=types.INT, param=param, is_flag=False, is_list=False
)
# Str values none regex
param = V1Param(value="1")
assert param.get_spec(
name="foo", iotype=types.INT, is_flag=False, is_list=False
) == ParamSpec(
name="foo", iotype=types.INT, param=param, is_flag=False, is_list=False
)
param = V1Param(value="SDfd")
assert param.get_spec(
name="foo", iotype=types.STR, is_flag=False, is_list=False
) == ParamSpec(
name="foo", iotype=types.STR, param=param, is_flag=False, is_list=False
)
# Validation dag
param = V1Param(value="inputs.foo", ref="dag")
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
param = V1Param(value="{{ inputs }}", ref="dag")
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
with self.assertRaises(ValidationError):
param = V1Param(value="{{ outputs }}", ref="dag")
param.get_spec(name="foo", iotype=types.BOOL, is_flag=True, is_list=False)
with self.assertRaises(ValidationError):
param = V1Param(value="inputs.foo", ref="dag.1")
param.get_spec(name="foo", iotype=types.BOOL, is_flag=True, is_list=False)
# Validation ops
param = V1Param(value="{{ outputs.foo }}", ref="ops.foo-bar")
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False,
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
param = V1Param(value="inputs.foo", ref="ops.foo-bar")
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False,
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
param = V1Param(value="inputs", ref="ops.foo-bar")
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False,
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
# Regex validation ops: invalid params
with self.assertRaises(ValidationError):
param = V1Param(value="status.foo", ref="ops.foo-bar")
param.get_spec(name="foo", iotype=types.BOOL, is_flag=True, is_list=False)
# Validation runs
uid = uuid.uuid4().hex
param = V1Param(value="outputs.foo", ref="runs.{}".format(uid))
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
uid = uuid.uuid4().hex
param = V1Param(value="inputs.foo", ref="runs.{}".format(uid))
assert param.get_spec(
name="foo", iotype=types.BOOL, is_flag=True, is_list=False
) == ParamSpec(
name="foo", iotype=types.BOOL, param=param, is_flag=True, is_list=False
)
# Regex validation runs: invalid params
with self.assertRaises(ValidationError):
param = V1Param(value="outputs.foo", ref="run.foo-bar")
param.get_spec(name="foo", iotype=types.BOOL, is_flag=True, is_list=False)
def test_wrong_param_without_value(self):
with self.assertRaises(ValidationError):
V1Param.from_dict({"ref": "test"})
with self.assertRaises(ValidationError):
V1Param.from_dict({"search": {"query": "test"}})
def test_wrong_param_config(self):
# No name
with self.assertRaises(ValidationError):
V1Param.from_dict({})
