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Original file line number | Diff line number | Diff line change |
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@@ -1,25 +1,25 @@ | ||
from __future__ import annotations | ||
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from asdf_pydantic.examples.tree import AsdfNode, Node | ||
from asdf_pydantic.examples.tree import AsdfTreeNode, Node | ||
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def test_sanity(): | ||
AsdfNode().asdf_yaml_tree() == {"child": None} | ||
AsdfTreeNode().asdf_yaml_tree() == {"child": None} | ||
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def test_should_not_convert_given_child_is_AsdfNode(): | ||
AsdfNode(child=AsdfNode()).asdf_yaml_tree() == {"child": AsdfNode()} | ||
AsdfTreeNode(child=AsdfTreeNode()).asdf_yaml_tree() == {"child": AsdfTreeNode()} | ||
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def test_should_convert_given_child_is_Node(): | ||
AsdfNode(child=Node()).asdf_yaml_tree() == {"child": {"child": None}} | ||
AsdfTreeNode(child=Node()).asdf_yaml_tree() == {"child": {"child": None}} | ||
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def test_given_mix_child_is_mix_of_AsdfNode_and_Node(): | ||
assert AsdfNode(child=AsdfNode(child=Node())).asdf_yaml_tree() == { | ||
"child": AsdfNode(child=Node()) | ||
assert AsdfTreeNode(child=AsdfTreeNode(child=Node())).asdf_yaml_tree() == { | ||
"child": AsdfTreeNode(child=Node()) | ||
} | ||
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assert AsdfNode(child=Node(child=AsdfNode())).asdf_yaml_tree() == { | ||
assert AsdfTreeNode(child=Node(child=AsdfTreeNode())).asdf_yaml_tree() == { | ||
"child": {"child": {"child": None}} | ||
} |
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"""Tests example asdf-pydantic model for nodes of a graph/tree.""" | ||
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from __future__ import annotations | ||
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import textwrap | ||
from unittest.mock import MagicMock, patch | ||
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import asdf | ||
import asdf.exceptions | ||
import asdf.schema | ||
import pytest | ||
import yaml | ||
from asdf.extension import Extension | ||
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from asdf_pydantic import AsdfPydanticConverter, AsdfPydanticModel | ||
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class AsdfNode(AsdfPydanticModel): | ||
"""Model for a node in a graph/tree. | ||
Nodes introduce self-referential types. Notice the type of the `child` | ||
attribute it the node type itself. The ASDF schema for this model will require | ||
self-referencing syntax. We assumes this form is valid for ASDF schemas: | ||
```yaml | ||
--- | ||
type: object | ||
anyOf: | ||
- $ref: "#/definitions/AsdfNode" | ||
definitions: | ||
AsdfNode: | ||
type: object | ||
properties: | ||
name: | ||
type: string | ||
child: | ||
anyOf: | ||
- $ref: "#/definitions/AsdfNode" | ||
- type: null | ||
``` | ||
The self-reference happens in ``definitions[AsdfNode].properties.child.anyOf[0]`` | ||
where the `$ref` is a special JSONSchema syntax that referes to the value, | ||
`#/definitions/AsdfNode`. This value is a json path where `#` denotes "this | ||
schema". | ||
""" | ||
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_tag = "asdf://asdf-pydantic/examples/tags/node-2.0.0" | ||
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name: str | ||
child: AsdfNode | None = None | ||
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@pytest.fixture() | ||
def asdf_extension(): | ||
"""Registers an ASDF extension containing models for this test.""" | ||
AsdfPydanticConverter.add_models(AsdfNode) | ||
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class TestExtension(Extension): | ||
extension_uri = "asdf://asdf-pydantic/examples/extensions/test-1.0.0" | ||
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converters = [AsdfPydanticConverter()] # type: ignore | ||
tags = [AsdfNode.get_tag_definition()] # type: ignore | ||
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with asdf.config_context() as asdf_config: | ||
asdf_config.add_resource_mapping( | ||
{ | ||
yaml.safe_load(AsdfNode.model_asdf_schema())[ | ||
"id" | ||
]: AsdfNode.model_asdf_schema() | ||
} | ||
) | ||
asdf_config.add_extension(TestExtension()) | ||
yield asdf_config | ||
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@pytest.mark.usefixtures("asdf_extension") | ||
def test_can_write_valid_asdf_file(tmp_path): | ||
"""Tests using the model to write an ASDF file validates its own schema.""" | ||
af = asdf.AsdfFile() | ||
af["root"] = AsdfNode(name="foo", child=None) | ||
af.validate() | ||
af.write_to(tmp_path / "test.asdf") | ||
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with asdf.open(tmp_path / "test.asdf") as af: | ||
assert af.tree | ||
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@pytest.mark.usefixtures("asdf_extension") | ||
@patch.object(AsdfNode, "model_validate", MagicMock()) # Ignore pydantic validation | ||
def test_errors_reading_invalid_asdf_file(tmp_path): | ||
"""Tests ASDF validation fails when ASDF file does not match the schema.""" | ||
content = """\ | ||
#ASDF 1.0.0 | ||
#ASDF_STANDARD 1.5.0 | ||
%YAML 1.1 | ||
%TAG ! tag:stsci.edu:asdf/ | ||
--- !core/asdf-1.1.0 | ||
asdf_library: !core/software-1.0.0 {author: The ASDF Developers, homepage: 'http://github.com/asdf-format/asdf', | ||
name: asdf, version: 3.4.0} | ||
history: | ||
extensions: | ||
- !core/extension_metadata-1.0.0 | ||
extension_class: asdf.extension._manifest.ManifestExtension | ||
extension_uri: asdf://asdf-format.org/core/extensions/core-1.5.0 | ||
manifest_software: !core/software-1.0.0 {name: asdf_standard, version: 1.1.1} | ||
software: !core/software-1.0.0 {name: asdf, version: 3.4.0} | ||
- !core/extension_metadata-1.0.0 {extension_class: tests.examples.test_node.setup_module.<locals>.TestExtension, | ||
extension_uri: 'asdf://asdf-pydantic/examples/extensions/test-1.0.0'} | ||
root: !<asdf://asdf-pydantic/examples/tags/node-1.0.0> | ||
name: foo | ||
child: 1 | ||
... | ||
""" | ||
with open(tmp_path / "test.asdf", "w") as f: | ||
f.write(textwrap.dedent(content)) | ||
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with pytest.raises(asdf.exceptions.ValidationError): | ||
with asdf.open(tmp_path / "test.asdf") as af: | ||
assert af.tree |
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import textwrap | ||
from unittest.mock import MagicMock, patch | ||
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import asdf | ||
import pytest | ||
import yaml | ||
from asdf.extension import Extension | ||
from asdf.schema import check_schema, load_schema | ||
from yaml.scanner import ScannerError | ||
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from asdf_pydantic import AsdfPydanticConverter | ||
from asdf_pydantic.examples.shapes import AsdfRectangle | ||
from asdf_pydantic import AsdfPydanticConverter, AsdfPydanticModel | ||
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class AsdfRectangle(AsdfPydanticModel): | ||
_tag = "asdf://asdf-pydantic/examples/tags/rectangle-1.0.0" | ||
width: float | ||
height: float | ||
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def setup_module(): | ||
@pytest.fixture() | ||
def asdf_extension(): | ||
"""Registers an ASDF extension containing models for this test.""" | ||
AsdfPydanticConverter.add_models(AsdfRectangle) | ||
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class TestExtension(Extension): | ||
extension_uri = "asdf://asdf-pydantic/examples/extensions/test-1.0.0" # type: ignore | ||
extension_uri = "asdf://asdf-pydantic/examples/extensions/test-1.0.0" | ||
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tags = [*AsdfPydanticConverter().tags] # type: ignore | ||
converters = [AsdfPydanticConverter()] # type: ignore | ||
tags = [AsdfRectangle.get_tag_definition()] # type: ignore | ||
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with asdf.config_context() as asdf_config: | ||
asdf_config.add_resource_mapping( | ||
{ | ||
yaml.safe_load(AsdfRectangle.model_asdf_schema())[ | ||
"id" | ||
]: AsdfRectangle.model_asdf_schema() | ||
} | ||
) | ||
asdf_config.add_extension(TestExtension()) | ||
yield asdf_config | ||
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@pytest.mark.usefixtures("asdf_extension") | ||
def test_can_write_valid_asdf_file(tmp_path): | ||
"""Tests using the model to write an ASDF file validates its own schema.""" | ||
af = asdf.AsdfFile() | ||
af["root"] = AsdfRectangle(width=42, height=10) | ||
af.validate() | ||
af.write_to(tmp_path / "test.asdf") | ||
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with asdf.open(tmp_path / "test.asdf") as af: | ||
assert af.tree | ||
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@pytest.mark.usefixtures("asdf_extension") | ||
@patch.object( | ||
AsdfRectangle, "model_validate", MagicMock() | ||
) # Ignore pydantic validation | ||
def test_errors_reading_invalid_asdf_file(tmp_path): | ||
"""Tests validation fails when ASDF file does not match the schema.""" | ||
content = """\ | ||
#ASDF 1.0.0 | ||
#ASDF_STANDARD 1.5.0 | ||
%YAML 1.1 | ||
%TAG ! tag:stsci.edu:asdf/ | ||
--- !core/asdf-1.1.0 | ||
asdf_library: !core/software-1.0.0 { | ||
author: The ASDF Developers, | ||
homepage: 'http://github.com/asdf-format/asdf', | ||
name: asdf, | ||
version: 2.14.3} | ||
history: | ||
extensions: | ||
- !core/extension_metadata-1.0.0 | ||
extension_class: asdf.extension.BuiltinExtension | ||
software: !core/software-1.0.0 { | ||
name: asdf, | ||
version: 2.14.3} | ||
- !core/extension_metadata-1.0.0 { | ||
extension_class: mypackage.shapes.ShapesExtension, | ||
extension_uri: 'asdf://asdf-pydantic/shapes/extensions/shapes-1.0.0'} | ||
rect: !<asdf://asdf-pydantic/shapes/tags/rectangle-1.0.0> | ||
height: "10" | ||
width: "42" | ||
... | ||
""" | ||
with open(tmp_path / "test.asdf", "w") as f: | ||
f.write(textwrap.dedent(content)) | ||
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# HACK: The schema URI should be referenced from `AsdfRectangle._schema`. | ||
# Then there should be a way to automatically add the schema to ASDF | ||
# resources perhaps during AsdfPydanticConverter.add_models(). Further | ||
# abstracting can be done later, perhaps defining a | ||
# AsdfPydanticExtension. | ||
asdf.get_config().add_resource_mapping( | ||
{ | ||
"asdf://asdf-pydantic/shapes/schemas/rectangle-1.0.0": ( | ||
AsdfRectangle.model_asdf_schema().encode("utf-8") | ||
) | ||
} | ||
) | ||
asdf.get_config().add_extension(TestExtension()) | ||
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def test_schema(): | ||
try: | ||
schema = load_schema("asdf://asdf-pydantic/shapes/schemas/rectangle-1.0.0") | ||
check_schema(schema) | ||
except ScannerError as e: | ||
pytest.fail(f"{e}\n{AsdfRectangle.model_asdf_schema()}") | ||
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assert schema["$schema"] == "http://stsci.edu/schemas/asdf/asdf-schema-1.0.0" | ||
assert schema["title"] == "AsdfRectangle" | ||
assert schema["id"] == "asdf://asdf-pydantic/examples/tags/rectangle-1.0.0" | ||
assert schema["tag"] == "tag:asdf-pydantic/examples/tags/rectangle-1.0.0" | ||
assert schema["type"] == "object" | ||
assert schema["properties"] == { | ||
"width": { | ||
"type": "number", | ||
"title": "Width", | ||
}, | ||
"height": { | ||
"type": "number", | ||
"title": "Height", | ||
}, | ||
} | ||
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assert schema["required"] == ["width", "height"] | ||
with pytest.raises(asdf.exceptions.ValidationError): | ||
with asdf.open(tmp_path / "test.asdf") as af: | ||
assert af.tree |
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