diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md index cda0ced..7de49f3 100644 --- a/.github/ISSUE_TEMPLATE.md +++ b/.github/ISSUE_TEMPLATE.md @@ -26,4 +26,4 @@ - Subsystem: -* **Other information** (e.g. detailed explanation, stacktraces, related issues, suggestions how to fix, links for us to have context, eg. stackoverflow, gitter, etc) \ No newline at end of file +* **Other information** (e.g. detailed explanation, stacktraces, related issues, suggestions how to fix, links for us to have context, eg. stackoverflow, gitter, etc) diff --git a/.github/workflows/check_copyright.yml b/.github/workflows/check_copyright.yml index 9ed4c48..fdc46fc 100644 --- a/.github/workflows/check_copyright.yml +++ b/.github/workflows/check_copyright.yml @@ -10,6 +10,6 @@ jobs: - name: Check license & copyright headers uses: viperproject/check-license-header@v2 with: - path: + path: config: .github/workflows/check_copyright_config.json - # strict: true \ No newline at end of file + # strict: true diff --git a/.github/workflows/check_mkdocs_build.yml b/.github/workflows/check_mkdocs_build.yml index 116f6d4..2f9c08b 100644 --- a/.github/workflows/check_mkdocs_build.yml +++ b/.github/workflows/check_mkdocs_build.yml @@ -21,4 +21,4 @@ jobs: uses: astral-sh/setup-uv@v4 # - run: cp -r examples/ docs/examples/ - run: uv pip install .[docs] --system - - run: mkdocs build \ No newline at end of file + - run: mkdocs build diff --git a/.github/workflows/copyright.txt b/.github/workflows/copyright.txt index 67eb334..084ae79 100644 --- a/.github/workflows/copyright.txt +++ b/.github/workflows/copyright.txt @@ -10,4 +10,4 @@ # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and -# limitations under the License. \ No newline at end of file +# limitations under the License. diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml index 11f8806..b097209 100644 --- a/.github/workflows/pytest.yml +++ b/.github/workflows/pytest.yml @@ -11,35 +11,34 @@ permissions: contents: read jobs: - build: - runs-on: ${{ matrix.os }} + test: strategy: fail-fast: false matrix: - version: + python-version: - "3.10" - "3.11" - "3.12" - "3.13" - os: ["ubuntu-latest", "windows-latest", "macos-latest"] + os: + - ubuntu-latest + - macos-latest + - windows-latest arch: - x64 name: Test ${{ matrix.version }} on ${{ matrix.os }} (${{ matrix.arch }}) - + runs-on: ${{ matrix.os }} steps: - - uses: actions/checkout@v3 - - name: Set up Python - uses: actions/setup-python@v4 + - name: Checkout repo + uses: actions/checkout@v4 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v5 with: - python-version: ${{ matrix.version }} - - - name: Install uv - uses: astral-sh/setup-uv@v4 - # with: - # enable-cache: true - - - name: Install the project - run: uv pip install .[tests] --system - + enable-cache: true + python-version: ${{ matrix.python-version }} + - name: Install repo + run: | + uv sync --extra tests - name: Run tests - run: uv run pytest tests + run: | + uv run pytest tests -vv diff --git a/README.md b/README.md index 1cca725..8240593 100644 --- a/README.md +++ b/README.md @@ -11,10 +11,9 @@ [](https://opensource.org/licenses/Apache-2.0) [](https://github.com/astral-sh/ruff) - - ### What's here: -This repository contains the supporting infrastructure, base classes, and abstractions + +This repository contains the supporting infrastructure, base classes, and abstractions for creating custom compiler analysis, verification, and transformation passes. The modules in the repository are utilized for, e.g., lowering from the analog to atomic intermediate representations, and the atomic representation to bare metal descriptions of @@ -23,11 +22,13 @@ quantum programs. ## Installation Install with `pip`: + ```bash pip install oqd-compiler-infrastructure ``` or alternatively from `git`: + ```bash pip install git+https://github.com/OpenQuantumDesign/oqd-compiler-infrastructure.git ``` @@ -37,6 +38,7 @@ pip install git+https://github.com/OpenQuantumDesign/oqd-compiler-infrastructure You can use this package with Nix in several ways: 1. Using the development environment: + ```bash # Clone the repository git clone https://github.com/OpenQuantumDesign/oqd-compiler-infrastructure.git @@ -47,6 +49,7 @@ nix develop ``` 2. Building the package: + ```bash nix build github:OpenQuantumDesign/oqd-compiler-infrastructure ``` @@ -187,6 +190,7 @@ block-beta class IR normal class RealTime normal ``` + The lowering and compilation passes, used in the vertical lines connecting -abstraction layers, are based on the compiler infrastructure components contained -in this repository. \ No newline at end of file +abstraction layers, are based on the compiler infrastructure components contained +in this repository. diff --git a/docs/index.md b/docs/index.md index 90f24ce..bcf8846 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,4 +1,4 @@ -# +#
@@ -18,7 +18,8 @@
[](https://github.com/astral-sh/ruff)
### What's here:
-This repository contains the supporting infrastructure, base classes, and abstractions
+
+This repository contains the supporting infrastructure, base classes, and abstractions
for creating custom compiler analysis, verification, and transformation passes.
The modules in the repository are utilized for, e.g., lowering from the analog to atomic
intermediate representations, and the atomic representation to base metal descriptions of
@@ -115,6 +116,7 @@ block-beta
class IR normal
class RealTime normal
```
+
The lowering and compilation passes, used in the vertical lines connecting
-abstraction layers, are based on the compiler infrastructure components contained
-in this repository.
\ No newline at end of file
+abstraction layers, are based on the compiler infrastructure components contained
+in this repository.
diff --git a/docs/stylesheets/admonition_template.css b/docs/stylesheets/admonition_template.css
index f32ebeb..94fee5c 100644
--- a/docs/stylesheets/admonition_template.css
+++ b/docs/stylesheets/admonition_template.css
@@ -14,4 +14,4 @@
background-color: #FFFFFF;
-webkit-mask-image: var(--md-admonition-icon--template);
mask-image: var(--md-admonition-icon--template);
- }
\ No newline at end of file
+ }
diff --git a/docs/stylesheets/extra_admonitions.css b/docs/stylesheets/extra_admonitions.css
index ff86542..eb1babd 100644
--- a/docs/stylesheets/extra_admonitions.css
+++ b/docs/stylesheets/extra_admonitions.css
@@ -130,6 +130,3 @@
-webkit-mask-image: var(--md-admonition-icon--acknowledgement);
mask-image: var(--md-admonition-icon--acknowledgement);
}
-
-
-
diff --git a/docs/tutorial/calculator.ipynb b/docs/tutorial/calculator.ipynb
index 058cf58..dabe81d 100644
--- a/docs/tutorial/calculator.ipynb
+++ b/docs/tutorial/calculator.ipynb
@@ -28,7 +28,6 @@
"outputs": [],
"source": [
"class MyExpr(TypeReflectBaseModel):\n",
- "\n",
" def __add__(self, other):\n",
" return MyAdd(left=self, right=other)\n",
"\n",
diff --git a/pyproject.toml b/pyproject.toml
index ffd4f73..7aefb55 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,7 @@ name = "oqd-compiler-infrastructure"
version = "0.1.0"
requires-python = ">=3.10"
readme = "README.md"
-license = {text = "Apache 2.0"}
+license = { text = "Apache 2.0" }
keywords = ["quantum", "computing", "compiler", "transpilation"]
classifiers = [
"Development Status :: 3 - Alpha",
@@ -27,17 +27,15 @@ classifiers = [
]
-dependencies = [
- "pydantic>=2, <3",
-]
+dependencies = ["pydantic>=2, <3"]
[project.optional-dependencies]
docs = [
- "pymdown-extensions",
- "mkdocstrings",
- "mkdocs-material",
- "mkdocstrings-python",
- "mdx_truly_sane_lists",
+ "pymdown-extensions",
+ "mkdocstrings",
+ "mkdocs-material",
+ "mkdocstrings-python",
+ "mdx_truly_sane_lists",
]
tests = ["pytest"]
@@ -45,8 +43,16 @@ tests = ["pytest"]
where = ["src"]
include = ["oqd_compiler_infrastructure*"]
+[dependency-groups]
+dev = ["jupyter>=1.1.1", "pre-commit>=4.1.0", "ruff>=0.9.7"]
+
[project.urls]
Homepage = "https://github.com/OpenQuantumDesign/oqd-compiler-infrastructure"
Repository = "https://github.com/OpenQuantumDesign/oqd-compiler-infrastructure.git"
Issues = "https://github.com/OpenQuantumDesign/oqd-compiler-infrastructure/issues"
+
+
+[tool.ruff.lint]
+select = ["E4", "E7", "E9", "F", "I"]
+fixable = ["ALL"]
diff --git a/src/oqd_compiler_infrastructure/__init__.py b/src/oqd_compiler_infrastructure/__init__.py
index f45617f..3a40081 100644
--- a/src/oqd_compiler_infrastructure/__init__.py
+++ b/src/oqd_compiler_infrastructure/__init__.py
@@ -12,10 +12,11 @@
# See the License for the specific language governing permissions and
# limitations under the License.
+from .analysis import AnalysisCache, AnalysisRequirements, AnalysisResult
from .base import PassBase
from .interface import TypeReflectBaseModel, VisitableBaseModel
from .rewriter import Chain, FixedPoint, RewriterBase
-from .rule import ConversionRule, PrettyPrint, RewriteRule, RuleBase
+from .rule import AnalysisRule, ConversionRule, PrettyPrint, RewriteRule, RuleBase
from .walk import In, Level, Post, Pre, WalkBase
__all__ = [
@@ -24,6 +25,7 @@
"PassBase",
"RewriteRule",
"ConversionRule",
+ "AnalysisRule",
"PrettyPrint",
"RuleBase",
"Pre",
@@ -34,4 +36,7 @@
"Chain",
"FixedPoint",
"RewriterBase",
+ "AnalysisResult",
+ "AnalysisCache",
+ "AnalysisRequirements",
]
diff --git a/src/oqd_compiler_infrastructure/analysis.py b/src/oqd_compiler_infrastructure/analysis.py
new file mode 100644
index 0000000..80ff531
--- /dev/null
+++ b/src/oqd_compiler_infrastructure/analysis.py
@@ -0,0 +1,84 @@
+# Copyright 2024-2025 Open Quantum Design
+
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+# http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+from __future__ import annotations
+
+from typing import Annotated, Any, Dict, List, Tuple, Type
+
+from pydantic import BeforeValidator, ConfigDict
+
+########################################################################################
+from oqd_compiler_infrastructure.interface import TypeReflectBaseModel
+
+########################################################################################
+
+
+def _analysis_name(value):
+ if isinstance(value, str):
+ return value
+ else:
+ return value.__class__.__name__
+
+
+class AnalysisCache(TypeReflectBaseModel):
+ store: List[AnalysisResult] = []
+
+ def __getitem__(self, idx):
+ return [entry for entry in self.store if entry.name == idx]
+
+ def invalidate(self, name):
+ name = _analysis_name(name)
+
+ relevant_entries = filter(lambda entry: entry.valid, self[name])
+ for entry in relevant_entries:
+ entry.valid = False
+
+ def append(self, entry: AnalysisResult):
+ self.store.append(entry)
+
+
+class AnalysisResult(TypeReflectBaseModel):
+ name: Annotated[str, BeforeValidator(_analysis_name)]
+ valid: bool = True
+ data: Dict[str, Any]
+
+
+########################################################################################
+
+
+def validate_analysis_requirement(value):
+ if isinstance(value, tuple):
+ return value
+ else:
+ return (value, Post)
+
+
+class AnalysisRequirements(TypeReflectBaseModel):
+ model_config = ConfigDict(arbitrary_types_allowed=True)
+
+ requirements: List[
+ Annotated[
+ Tuple[Type[AnalysisRule], Type[WalkBase]],
+ BeforeValidator(validate_analysis_requirement),
+ ]
+ ] = []
+
+
+########################################################################################
+
+from oqd_compiler_infrastructure.rule import AnalysisRule # noqa: E402
+from oqd_compiler_infrastructure.walk import Post, WalkBase # noqa: E402
+
+AnalysisRequirements.model_rebuild()
diff --git a/src/oqd_compiler_infrastructure/base.py b/src/oqd_compiler_infrastructure/base.py
index 9365102..9300986 100644
--- a/src/oqd_compiler_infrastructure/base.py
+++ b/src/oqd_compiler_infrastructure/base.py
@@ -12,7 +12,12 @@
# See the License for the specific language governing permissions and
# limitations under the License.
+from __future__ import annotations
+
from abc import ABC, abstractmethod
+from typing import Tuple
+
+from oqd_compiler_infrastructure.analysis import AnalysisCache
########################################################################################
@@ -29,19 +34,64 @@ class PassBase(ABC):
"""
def __init__(self):
- pass
+ self._analysis_cache = None
+ self._verbose = False
+
+ def set_verbose(
+ self, state: bool, *, cascade: bool = False, exclude: Tuple[PassBase] = ()
+ ):
+ if not isinstance(self, exclude):
+ self._verbose = state
+
+ if cascade:
+ for child in self.children:
+ child.set_verbose(state, cascade=cascade, exclude=exclude)
+
+ @property
+ def analysis_cache(self):
+ return self._analysis_cache
+
+ @analysis_cache.setter
+ def analysis_cache(self, value: AnalysisCache):
+ if isinstance(value, AnalysisCache):
+ self._analysis_cache = value
+ return
+
+ raise TypeError(f"Invalid type {type(value)} for analysis cache")
@property
@abstractmethod
def children(self):
pass
- def __call__(self, model):
- self._model = model
+ def before_call(self, model):
+ if self.analysis_cache is None:
+ self.analysis_cache = AnalysisCache()
+
+ for rule in self.children:
+ rule.analysis_cache = self.analysis_cache
+
+ def _call(self, model):
+ if self._verbose:
+ print(f"Running {self} on {model.__class__.__name__}({model})")
+
+ _model = model
model = self.map(model)
if model is None:
- model = self._model
+ model = _model
+
+ if self._verbose:
+ print(f"Completed {self} on {_model.__class__.__name__}({_model})")
+ return model
+
+ def after_call(self, model):
+ pass
+
+ def __call__(self, model):
+ self.before_call(model)
+ model = self._call(model)
+ self.after_call(model)
return model
@abstractmethod
diff --git a/src/oqd_compiler_infrastructure/interface.py b/src/oqd_compiler_infrastructure/interface.py
index 21ae5e3..4004464 100644
--- a/src/oqd_compiler_infrastructure/interface.py
+++ b/src/oqd_compiler_infrastructure/interface.py
@@ -56,12 +56,3 @@ def reflect(cls, data):
data["class_"] = cls.__name__
return data
-
- # @classmethod
- # def get_subclasses(cls):
- # # necessary for deserializing subclassed operators
- # def all_subclasses(cls):
- # return set(cls.__subclasses__()).union(
- # [s for c in cls.__subclasses__() for s in all_subclasses(c)])
- # return tuple(all_subclasses(cls))
- # # return tuple(cls.__subclasses__())
diff --git a/src/oqd_compiler_infrastructure/rule.py b/src/oqd_compiler_infrastructure/rule.py
index d0ae5af..4b7e5c9 100644
--- a/src/oqd_compiler_infrastructure/rule.py
+++ b/src/oqd_compiler_infrastructure/rule.py
@@ -12,6 +12,14 @@
# See the License for the specific language governing permissions and
# limitations under the License.
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from typing import Any, Dict
+
+from oqd_compiler_infrastructure.analysis import (
+ AnalysisResult,
+)
from oqd_compiler_infrastructure.base import PassBase
########################################################################################
@@ -20,6 +28,7 @@
"RuleBase",
"RewriteRule",
"ConversionRule",
+ "AnalysisRule",
"PrettyPrint",
]
@@ -32,6 +41,8 @@ class RuleBase(PassBase):
This class represents a rule applied to an IR.
"""
+ analysis_requirements = None
+
@property
def children(self):
return []
@@ -101,6 +112,23 @@ def map_list(self, model, operands):
return operands
+class AnalysisRule(RewriteRule, ABC):
+ def before_call(self, model):
+ super().before_call(model)
+ self.analysis_cache.invalidate(self)
+
+ @property
+ @abstractmethod
+ def analysis_data(self) -> Dict[str, Any]:
+ pass
+
+ @property
+ def analysis_result(self):
+ return AnalysisResult(
+ name=self.__class__.__name__, valid=True, data=self.analysis_data
+ )
+
+
########################################################################################
diff --git a/src/oqd_compiler_infrastructure/walk.py b/src/oqd_compiler_infrastructure/walk.py
index 0250e8f..cc42b33 100644
--- a/src/oqd_compiler_infrastructure/walk.py
+++ b/src/oqd_compiler_infrastructure/walk.py
@@ -13,7 +13,8 @@
# limitations under the License.
from oqd_compiler_infrastructure.base import PassBase
-from oqd_compiler_infrastructure.rule import ConversionRule
+from oqd_compiler_infrastructure.rewriter import Chain
+from oqd_compiler_infrastructure.rule import AnalysisRule, ConversionRule
########################################################################################
@@ -55,6 +56,29 @@ def controlled_reverse(iterable, reverse, *, restore_type=False):
def children(self):
return [self.rule]
+ def before_call(self, model):
+ super().before_call(model)
+ if self.rule.analysis_requirements:
+ analysis_pass = Chain(
+ *[
+ analysis_walk(analysis_cls())
+ for analysis_cls, analysis_walk in self.rule.analysis_requirements.requirements
+ if not list(
+ filter(
+ lambda entry: entry.valid,
+ self.analysis_cache[analysis_cls.__name__],
+ )
+ )
+ ]
+ )
+ analysis_pass.analysis_cache = self.analysis_cache
+ analysis_pass(model)
+
+ def after_call(self, model):
+ super().after_call(model)
+ if isinstance(self.rule, AnalysisRule):
+ self.analysis_cache.append(self.rule.analysis_result)
+
def map(self, model):
return self.walk(model)
@@ -91,7 +115,7 @@ def walk_dict(self, model):
new_model = self.rule(model)
new_model = {
- k: self(v)
+ k: self.map(v)
for k, v in self.controlled_reverse(new_model.items(), self.reverse)
}
@@ -102,7 +126,9 @@ def walk_dict(self, model):
def walk_list(self, model):
new_model = self.rule(model)
- new_model = [self(e) for e in self.controlled_reverse(new_model, self.reverse)]
+ new_model = [
+ self.map(e) for e in self.controlled_reverse(new_model, self.reverse)
+ ]
return self.controlled_reverse(new_model, self.reverse, restore_type=True)
@@ -110,7 +136,7 @@ def walk_tuple(self, model):
new_model = self.rule(model)
new_model = tuple(
- [self(e) for e in self.controlled_reverse(new_model, self.reverse)]
+ [self.map(e) for e in self.controlled_reverse(new_model, self.reverse)]
)
return self.controlled_reverse(new_model, self.reverse, restore_type=True)
@@ -122,7 +148,7 @@ def walk_VisitableBaseModel(self, model):
for key in self.controlled_reverse(new_model.model_fields.keys(), self.reverse):
if key == "class_":
continue
- new_fields[key] = self(getattr(new_model, key))
+ new_fields[key] = self.map(getattr(new_model, key))
new_model = new_model.__class__(**new_fields)
return new_model
@@ -139,7 +165,8 @@ class Post(WalkBase):
def walk_dict(self, model):
new_model = {
- k: self(v) for k, v in self.controlled_reverse(model.items(), self.reverse)
+ k: self.map(v)
+ for k, v in self.controlled_reverse(model.items(), self.reverse)
}
new_model = {
k: v for k, v in self.controlled_reverse(new_model.items(), self.reverse)
@@ -154,7 +181,7 @@ def walk_dict(self, model):
return new_model
def walk_list(self, model):
- new_model = [self(e) for e in self.controlled_reverse(model, self.reverse)]
+ new_model = [self.map(e) for e in self.controlled_reverse(model, self.reverse)]
new_model = self.controlled_reverse(new_model, self.reverse, restore_type=True)
if isinstance(self.rule, ConversionRule):
@@ -167,7 +194,7 @@ def walk_list(self, model):
def walk_tuple(self, model):
new_model = tuple(
- [self(e) for e in self.controlled_reverse(model, self.reverse)]
+ [self.map(e) for e in self.controlled_reverse(model, self.reverse)]
)
new_model = self.controlled_reverse(new_model, self.reverse, restore_type=True)
@@ -184,7 +211,7 @@ def walk_VisitableBaseModel(self, model):
for key in self.controlled_reverse(model.model_fields.keys(), self.reverse):
if key == "class_":
continue
- new_fields[key] = self(getattr(model, key))
+ new_fields[key] = self.map(getattr(model, key))
if isinstance(self.rule, ConversionRule):
self.rule.operands = new_fields
@@ -226,7 +253,7 @@ def walk_list(self, model):
self.rule(self.stack.pop(0))
if self.stack:
- self(self.stack[0])
+ self.map(self.stack[0])
return model
def walk_tuple(self, model):
@@ -238,7 +265,7 @@ def walk_tuple(self, model):
self.rule(self.stack.pop(0))
if self.stack:
- self(self.stack[0])
+ self.map(self.stack[0])
return model
def walk_dict(self, model):
@@ -250,7 +277,7 @@ def walk_dict(self, model):
self.rule(self.stack.pop(0))
if self.stack:
- self(self.stack[0])
+ self.map(self.stack[0])
return model
def walk_VisitableBaseModel(self, model):
@@ -267,7 +294,7 @@ def walk_VisitableBaseModel(self, model):
self.rule(self.stack.pop(0))
if self.stack:
- self(self.stack[0])
+ self.map(self.stack[0])
return model
@@ -282,38 +309,42 @@ def generic_walk(self, model):
def walk_list(self, model):
for e in self.controlled_reverse(model, self.reverse, restore_type=True)[:-1]:
- self(e)
+ self.map(e)
self.rule(model)
if model:
- self(self.controlled_reverse(model, self.reverse, restore_type=True)[-1])
+ self.map(
+ self.controlled_reverse(model, self.reverse, restore_type=True)[-1]
+ )
return model
def walk_tuple(self, model):
for e in self.controlled_reverse(model, self.reverse, restore_type=True)[:-1]:
- self(e)
+ self.map(e)
self.rule(model)
if model:
- self(self.controlled_reverse(model, self.reverse, restore_type=True)[-1])
+ self.map(
+ self.controlled_reverse(model, self.reverse, restore_type=True)[-1]
+ )
return model
def walk_dict(self, model):
for v in list(self.controlled_reverse(model.values(), self.reverse))[:-1]:
- self(v)
+ self.map(v)
self.rule(model)
if model:
- self(list(self.controlled_reverse(model.values(), self.reverse))[-1])
+ self.map(list(self.controlled_reverse(model.values(), self.reverse))[-1])
return model
def walk_VisitableBaseModel(self, model):
keys = [k for k in model.model_fields.keys() if k != "class_"]
keys = self.controlled_reverse(keys, self.reverse, restore_type=True)
for k in keys[:-1]:
- self(getattr(model, k))
+ self.map(getattr(model, k))
self.rule(model)
if keys:
- self(getattr(model, keys[-1]))
+ self.map(getattr(model, keys[-1]))
return model
diff --git a/tests/test_analysis.py b/tests/test_analysis.py
new file mode 100644
index 0000000..8a23a90
--- /dev/null
+++ b/tests/test_analysis.py
@@ -0,0 +1,377 @@
+# Copyright 2024-2025 Open Quantum Design
+
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+# http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import pytest
+
+from oqd_compiler_infrastructure import (
+ AnalysisCache,
+ AnalysisRequirements,
+ AnalysisResult,
+ AnalysisRule,
+ Chain,
+ ConversionRule,
+ FixedPoint,
+ Post,
+ Pre,
+ RewriteRule,
+ TypeReflectBaseModel,
+)
+
+########################################################################################
+
+
+class MyMath(TypeReflectBaseModel):
+ def __add__(self, other):
+ if isinstance(other, MyMath):
+ return MyAdd(left=self, right=other)
+ else:
+ raise TypeError("Invalid type for other")
+
+
+class MyInt(MyMath):
+ x: int
+
+
+class MyAdd(MyMath):
+ left: MyInt
+ right: MyInt
+
+
+########################################################################################
+class CountTerms(AnalysisRule):
+ def __init__(self):
+ super().__init__()
+
+ self.N_terms = 0
+
+ @property
+ def analysis_data(self):
+ return dict(N_terms=self.N_terms)
+
+ def map_MyInt(self, model):
+ self.N_terms += 1
+
+
+class CountAdds(AnalysisRule):
+ def __init__(self):
+ super().__init__()
+
+ self.N_terms = 0
+
+ @property
+ def analysis_data(self):
+ return dict(N_terms=self.N_terms)
+
+ def map_MyAdd(self, model):
+ self.N_terms += 1
+
+
+class WalkOrder(AnalysisRule):
+ def __init__(self):
+ super().__init__()
+
+ self.walk_order = []
+ self.counter = 0
+
+ @property
+ def analysis_data(self):
+ return dict(walk_order=self.walk_order, counter=self.counter)
+
+ def generic_map(self, model):
+ self.walk_order.append((self.counter, model))
+ self.counter += 1
+
+
+########################################################################################
+
+
+class RequiresSingle(RewriteRule):
+ analysis_requirements = AnalysisRequirements(requirements=[CountTerms])
+
+
+class RequiresMultiple(RewriteRule):
+ analysis_requirements = AnalysisRequirements(requirements=[CountTerms, CountAdds])
+
+
+class RequiresPostWalk(RewriteRule):
+ analysis_requirements = AnalysisRequirements(requirements=[WalkOrder])
+
+
+class RequiresPreWalk(RewriteRule):
+ analysis_requirements = AnalysisRequirements(requirements=[(WalkOrder, Pre)])
+
+
+########################################################################################
+class MyEvaluate(ConversionRule):
+ analysis_requirements = AnalysisRequirements(requirements=[CountTerms])
+
+ def after_call(self, model):
+ super().after_call(model)
+ self.analysis_cache.invalidate("CountTerms")
+
+ def map_MyInt(self, model, operands):
+ return model.x
+
+ def map_MyAdd(self, model, operands):
+ return operands["left"] + operands["right"]
+
+
+class MySimplify(RewriteRule):
+ analysis_requirements = AnalysisRequirements(requirements=[CountTerms])
+
+ def after_call(self, model):
+ super().after_call(model)
+ self.analysis_cache.invalidate("CountTerms")
+
+ def map_MyAdd(self, model):
+ if isinstance(model.left, MyInt) and isinstance(model.right, MyInt):
+ return MyInt(x=model.left.x + model.right.x)
+
+
+########################################################################################
+
+
+def verify_shared_analysis_cache(analysis_pass):
+ for child in analysis_pass.children:
+ assert analysis_pass.analysis_cache == child.analysis_cache
+ verify_shared_analysis_cache(child)
+
+
+#######################################################################################
+
+
+@pytest.fixture
+def model():
+ return MyInt(x=1) + MyInt(x=2)
+
+
+########################################################################################
+
+
+class TestAnalysisCacheSharing:
+ def test_walk_shared_analysis_cache(self, model):
+ analysis_pass = Post(CountTerms())
+
+ analysis_pass(model)
+
+ verify_shared_analysis_cache(analysis_pass)
+
+ def test_chain_shared_analysis_cache(self, model):
+ analysis_pass = Chain(Post(CountTerms()), Post(CountTerms()))
+
+ analysis_pass(model)
+
+ verify_shared_analysis_cache(analysis_pass)
+
+ def test_fixed_point_shared_analysis_cache(self, model):
+ analysis_pass = FixedPoint(Post(CountTerms()))
+
+ analysis_pass(model)
+
+ verify_shared_analysis_cache(analysis_pass)
+
+
+########################################################################################
+
+
+class TestAnalysisPass:
+ def test_simple_analysis_pass(self, model):
+ analysis_pass = Post(CountTerms())
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[AnalysisResult(name="CountTerms", valid=True, data=dict(N_terms=2))]
+ )
+
+ def test_repeat_analysis_pass(self, model):
+ analysis_pass = Chain(Post(CountTerms()), Post(CountTerms()))
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=2)),
+ AnalysisResult(name="CountTerms", valid=True, data=dict(N_terms=2)),
+ ]
+ )
+
+ def test_fixed_point_analysis_pass(self, model):
+ analysis_pass = FixedPoint(Post(CountTerms()))
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=True, data=dict(N_terms=2)),
+ ]
+ )
+
+ def test_chain_analysis_pass(self, model):
+ analysis_pass = Chain(Post(CountTerms()), Post(CountAdds()))
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=True, data=dict(N_terms=2)),
+ AnalysisResult(name="CountAdds", valid=True, data=dict(N_terms=1)),
+ ]
+ )
+
+
+########################################################################################
+
+
+class TestBlankAutomatedAnalysis:
+ def test_single_automated_analysis(self, model):
+ analysis_pass = Post(RequiresSingle())
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=True, data=dict(N_terms=2)),
+ ]
+ )
+
+ def test_multiple_automated_analysis(self, model):
+ analysis_pass = Post(RequiresMultiple())
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=True, data=dict(N_terms=2)),
+ AnalysisResult(name="CountAdds", valid=True, data=dict(N_terms=1)),
+ ]
+ )
+
+ def test_requires_post_walk_automated_analysis(self, model):
+ analysis_pass = Post(RequiresPostWalk())
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(
+ name="WalkOrder",
+ valid=True,
+ data=dict(
+ walk_order=[
+ (0, 1),
+ (1, MyInt(class_="MyInt", x=1)),
+ (2, 2),
+ (3, MyInt(class_="MyInt", x=2)),
+ (
+ 4,
+ MyAdd(
+ class_="MyAdd",
+ left=MyInt(class_="MyInt", x=1),
+ right=MyInt(class_="MyInt", x=2),
+ ),
+ ),
+ ],
+ counter=5,
+ ),
+ ),
+ ]
+ )
+
+ def test_requires_pre_walk_automated_analysis(self, model):
+ analysis_pass = Post(RequiresPreWalk())
+
+ analysis_pass(model)
+
+ assert analysis_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(
+ name="WalkOrder",
+ valid=True,
+ data=dict(
+ walk_order=[
+ (
+ 0,
+ MyAdd(
+ class_="MyAdd",
+ left=MyInt(class_="MyInt", x=1),
+ right=MyInt(class_="MyInt", x=2),
+ ),
+ ),
+ (1, MyInt(class_="MyInt", x=1)),
+ (2, 1),
+ (3, MyInt(class_="MyInt", x=2)),
+ (4, 2),
+ ],
+ counter=5,
+ ),
+ ),
+ ]
+ )
+
+
+########################################################################################
+
+
+class TestAutomatedAnalysis:
+ def test_simplify_automated_analysis(self, model):
+ simplify_pass = Post(MySimplify())
+
+ new_model = simplify_pass(model)
+
+ assert new_model == MyInt(x=3)
+ assert simplify_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=2)),
+ ]
+ )
+
+ def test_chain_simplify_automated_analysis(self, model):
+ simplify_pass = Chain(Post(MySimplify()), Post(MySimplify()))
+
+ new_model = simplify_pass(model)
+
+ assert new_model == MyInt(x=3)
+ assert simplify_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=2)),
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=1)),
+ ]
+ )
+
+ def test_evaluate_automated_analysis(self, model):
+ evaluate_pass = Post(MyEvaluate())
+
+ new_model = evaluate_pass(model)
+
+ assert new_model == 3
+ assert evaluate_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=2)),
+ ]
+ )
+
+ def test_chain_evaluate_automated_analysis(self, model):
+ evaluate_pass = Chain(Post(MyEvaluate()), Post(MyEvaluate()))
+
+ new_model = evaluate_pass(model)
+
+ assert new_model == 3
+ assert evaluate_pass.analysis_cache == AnalysisCache(
+ store=[
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=2)),
+ AnalysisResult(name="CountTerms", valid=False, data=dict(N_terms=0)),
+ ]
+ )
diff --git a/tests/test_rewriters.py b/tests/test_rewriters.py
new file mode 100644
index 0000000..ba22cc0
--- /dev/null
+++ b/tests/test_rewriters.py
@@ -0,0 +1,94 @@
+# Copyright 2024-2025 Open Quantum Design
+
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+# http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import pytest
+
+from oqd_compiler_infrastructure import (
+ Chain,
+ ConversionRule,
+ FixedPoint,
+ Post,
+ RewriteRule,
+ TypeReflectBaseModel,
+)
+
+########################################################################################
+
+
+class MyMath(TypeReflectBaseModel):
+ def __add__(self, other):
+ if isinstance(other, MyMath):
+ return MyAdd(left=self, right=other)
+ else:
+ raise TypeError("Invalid type for other")
+
+
+class MyInt(MyMath):
+ x: int
+
+
+class MyAdd(MyMath):
+ left: MyInt
+ right: MyInt
+
+
+########################################################################################
+
+
+class MyEvaluate(ConversionRule):
+ def map_MyInt(self, model, operands):
+ return model.x
+
+ def map_MyAdd(self, model, operands):
+ return operands["left"] + operands["right"]
+
+
+class MySimplify(RewriteRule):
+ def map_MyAdd(self, model):
+ if isinstance(model.left, MyInt) and isinstance(model.right, MyInt):
+ return MyInt(x=model.left.x + model.right.x)
+
+
+########################################################################################
+@pytest.fixture
+def model():
+ return MyInt(x=1) + MyInt(x=2)
+
+
+########################################################################################
+
+
+class TestChain:
+ def test_chain_interpreter(self, model):
+ interpreter_pass = Chain(
+ Post(MySimplify()),
+ Post(MyEvaluate()),
+ )
+
+ new_model = interpreter_pass(model)
+
+ assert new_model == 3
+
+
+########################################################################################
+
+
+class TestFixedPoint:
+ def test_fixed_point_simplify(self, model):
+ rewrite_pass = FixedPoint(Post(MySimplify()))
+
+ new_model = rewrite_pass(model)
+
+ assert new_model == MyInt(x=3)
diff --git a/tests/test_rule.py b/tests/test_rule.py
new file mode 100644
index 0000000..706f9c9
--- /dev/null
+++ b/tests/test_rule.py
@@ -0,0 +1,97 @@
+# Copyright 2024-2025 Open Quantum Design
+
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+# http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import pytest
+
+from oqd_compiler_infrastructure import (
+ ConversionRule,
+ Post,
+ Pre,
+ RewriteRule,
+ TypeReflectBaseModel,
+)
+
+########################################################################################
+
+
+class MyMath(TypeReflectBaseModel):
+ def __add__(self, other):
+ if isinstance(other, MyMath):
+ return MyAdd(left=self, right=other)
+ else:
+ raise TypeError("Invalid type for other")
+
+
+class MyInt(MyMath):
+ x: int
+
+
+class MyAdd(MyMath):
+ left: MyInt
+ right: MyInt
+
+
+########################################################################################
+
+
+class MyEvaluate(ConversionRule):
+ def map_MyInt(self, model, operands):
+ return model.x
+
+ def map_MyAdd(self, model, operands):
+ return operands["left"] + operands["right"]
+
+
+class MySimplify(RewriteRule):
+ def map_MyAdd(self, model):
+ if isinstance(model.left, MyInt) and isinstance(model.right, MyInt):
+ return MyInt(x=model.left.x + model.right.x)
+
+
+########################################################################################
+@pytest.fixture
+def model():
+ return MyInt(x=1) + MyInt(x=2)
+
+
+########################################################################################
+
+
+class TestRewriteRule:
+ def test_post_walk_simplify_rewrite_rule(self, model):
+ simplify_pass = Post(MySimplify())
+
+ new_model = simplify_pass(model)
+
+ assert new_model == MyInt(x=3)
+
+ def test_pre_walk_simplify_rewrite_rule(self, model):
+ simplify_pass = Pre(MySimplify())
+
+ new_model = simplify_pass(model)
+
+ assert new_model == MyInt(x=3)
+
+
+########################################################################################
+
+
+class TestConversionRule:
+ def test_evaluate_conversion_rule(self, model):
+ evaluate_pass = Post(MyEvaluate())
+
+ new_model = evaluate_pass(model)
+
+ assert new_model == 3
diff --git a/tests/test_verbose.py b/tests/test_verbose.py
new file mode 100644
index 0000000..d936125
--- /dev/null
+++ b/tests/test_verbose.py
@@ -0,0 +1,140 @@
+# Copyright 2024-2025 Open Quantum Design
+
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+
+# http://www.apache.org/licenses/LICENSE-2.0
+
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+import io
+from contextlib import redirect_stdout
+
+import pytest
+
+from oqd_compiler_infrastructure import (
+ Post,
+ RewriteRule,
+ TypeReflectBaseModel,
+)
+
+########################################################################################
+
+
+class MyMath(TypeReflectBaseModel):
+ def __add__(self, other):
+ if isinstance(other, MyMath):
+ return MyAdd(left=self, right=other)
+ else:
+ raise TypeError("Invalid type for other")
+
+
+class MyInt(MyMath):
+ x: int
+
+
+class MyAdd(MyMath):
+ left: MyInt
+ right: MyInt
+
+
+########################################################################################
+
+
+class MySimplify(RewriteRule):
+ def map_MyAdd(self, model):
+ if isinstance(model.left, MyInt) and isinstance(model.right, MyInt):
+ return MyInt(x=model.left.x + model.right.x)
+
+
+########################################################################################
+@pytest.fixture
+def model():
+ return MyInt(x=1) + MyInt(x=2)
+
+
+########################################################################################
+
+
+def capture(rewrite_pass, model):
+ f = io.StringIO()
+ with redirect_stdout(f):
+ new_model = rewrite_pass(model)
+ out = f.getvalue()
+ return new_model, out.strip()
+
+
+class TestVerbose:
+ def test_single_verbose(self, model):
+ simplify_pass = Post(MySimplify())
+
+ simplify_pass.set_verbose(True)
+
+ new_model, out = capture(simplify_pass, model)
+
+ assert (
+ out
+ == """
+Running Post(rule=MySimplify(), reverse=False) on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+Completed Post(rule=MySimplify(), reverse=False) on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+""".strip()
+ )
+ assert new_model == MyInt(x=3)
+
+ def test_cascade_verbose(self, model):
+ simplify_pass = Post(MySimplify())
+
+ simplify_pass.set_verbose(True, cascade=True)
+
+ new_model, out = capture(simplify_pass, model)
+
+ assert (
+ out
+ == """
+Running Post(rule=MySimplify(), reverse=False) on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+Running MySimplify() on int(1)
+Completed MySimplify() on int(1)
+Running MySimplify() on MyInt(class_='MyInt' x=1)
+Completed MySimplify() on MyInt(class_='MyInt' x=1)
+Running MySimplify() on int(2)
+Completed MySimplify() on int(2)
+Running MySimplify() on MyInt(class_='MyInt' x=2)
+Completed MySimplify() on MyInt(class_='MyInt' x=2)
+Running MySimplify() on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+Completed MySimplify() on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+Completed Post(rule=MySimplify(), reverse=False) on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+""".strip()
+ )
+ assert new_model == MyInt(x=3)
+
+ def test_single_exclude_verbose(self, model):
+ simplify_pass = Post(MySimplify())
+
+ simplify_pass.set_verbose(True, exclude=(Post))
+
+ new_model, out = capture(simplify_pass, model)
+
+ assert out == ""
+ assert new_model == MyInt(x=3)
+
+ def test_cascade_exclude_verbose(self, model):
+ simplify_pass = Post(MySimplify())
+
+ simplify_pass.set_verbose(True, cascade=True, exclude=(MySimplify))
+
+ new_model, out = capture(simplify_pass, model)
+
+ assert (
+ out
+ == """
+Running Post(rule=MySimplify(), reverse=False) on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+Completed Post(rule=MySimplify(), reverse=False) on MyAdd(class_='MyAdd' left=MyInt(class_='MyInt', x=1) right=MyInt(class_='MyInt', x=2))
+""".strip()
+ )
+ assert new_model == MyInt(x=3)
diff --git a/tests/test_walk.py b/tests/test_walk.py
index 979106e..60f0f72 100644
--- a/tests/test_walk.py
+++ b/tests/test_walk.py
@@ -28,6 +28,7 @@
class PrintWalkOrder(RewriteRule):
def __init__(self):
+ super().__init__()
self.current_index = 0
self.string = ""
@@ -471,116 +472,3 @@ def test_reversed_in_TypeReflectBaseModel_no_attribute(self):
printer.children[0].string
== "\n0: x2\n1: a='x1' b='x2'\n2: x1\n3: n=N(class_='N') x=X(a='x1', b='x2')\n4: class_='N'"
)
-
-
-########################################################################################
-
-
-def test_in_list():
- "Test of In Walk on a list"
- inp = ["a", "b"]
-
- printer = In(PrintWalkOrder())
-
- printer(inp)
- assert printer.children[0].string == "\n0: a\n1: ['a', 'b']\n2: b"
-
-def test_in_dict():
- "Test of In Walk on a dict"
- inp = {"a": "a", "b": "b"}
-
- printer = In(PrintWalkOrder())
-
- printer(inp)
- assert printer.children[0].string == "\n0: a\n1: {'a': 'a', 'b': 'b'}\n2: b"
-
-def test_in_VisitableBaseModel():
- "Test of In Walk on a VisitableBaseModel"
- inp = X(a="a", b="b")
-
- printer = In(PrintWalkOrder())
-
- printer(inp)
- assert printer.children[0].string == "\n0: a\n1: a='a' b='b'\n2: b"
-
-def test_in_nested_list():
- "Test of In Walk on a nested list"
- inp = [["a", ["b", "c"]], ["d", "e", "f"]]
-
- printer = In(PrintWalkOrder())
-
- printer(inp)
- assert (
- printer.children[0].string
- == "\n0: a\n1: ['a', ['b', 'c']]\n2: b\n3: ['b', 'c']\n4: c\n5: [['a', ['b', 'c']], ['d', 'e', 'f']]\n6: d\n7: e\n8: ['d', 'e', 'f']\n9: f"
- )
-
-def test_reversed_in_list():
- "Test of reversed In Walk on a list"
- inp = ["a", "b"]
-
- printer = In(PrintWalkOrder(), reverse=True)
-
- printer(inp)
- assert printer.children[0].string == "\n0: b\n1: ['a', 'b']\n2: a"
-
-def test_reversed_in_dict():
- "Test of reversed In Walk on a dict"
- inp = {"a": "a", "b": "b"}
-
- printer = In(PrintWalkOrder(), reverse=True)
-
- printer(inp)
- assert printer.children[0].string == "\n0: b\n1: {'a': 'a', 'b': 'b'}\n2: a"
-
-def test_reversed_in_VisitableBaseModel():
- "Test of reversed In Walk on a VisitableBaseModel"
- inp = X(a="a", b="b")
-
- printer = In(PrintWalkOrder(), reverse=True)
-
- printer(inp)
- assert printer.children[0].string == "\n0: b\n1: a='a' b='b'\n2: a"
-
-def test_reversed_in_nested_list():
- "Test of reversed In Walk on a nested list"
- inp = [["a", ["b", "c"]], ["d", "e", "f"]]
-
- printer = In(PrintWalkOrder(), reverse=True)
-
- printer(inp)
- assert (
- printer.children[0].string
- == "\n0: f\n1: e\n2: ['d', 'e', 'f']\n3: d\n4: [['a', ['b', 'c']], ['d', 'e', 'f']]\n5: c\n6: ['b', 'c']\n7: b\n8: ['a', ['b', 'c']]\n9: a"
- )
-
-def test_in_TypeReflectBaseModel():
- "Test of In Walk on a TypeReflectBaseModel"
- inp = Y(a="a", b="b")
-
- printer = In(PrintWalkOrder())
-
- printer(inp)
- assert printer.children[0].string == "\n0: a\n1: class_='Y' a='a' b='b'\n2: b"
-
-def test_reversed_in_TypeReflectBaseModel():
- "Test of reversed In Walk on a TypeReflectBaseModel"
- inp = Y(a="a", b="b")
-
- printer = In(PrintWalkOrder(), reverse=True)
-
- printer(inp)
- assert printer.children[0].string == "\n0: b\n1: class_='Y' a='a' b='b'\n2: a"
-
-def test_reversed_in_TypeReflectBaseModel_no_attribute():
- "Test of reversed In Walk on a TypeReflectBaseModel with no attribute for N"
- x = X(a="x1", b="x2")
- n = N()
- inp = A(n=n, x=x)
- printer = In(PrintWalkOrder(), reverse=True)
-
- printer(inp)
- assert (
- printer.children[0].string
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