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119 lines
4.3 KiB
Python
119 lines
4.3 KiB
Python
# SPDX-License-Identifier: AGPL-3.0-only
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import ast
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from pathlib import Path
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REPO_ROOT = Path(__file__).resolve().parents[2]
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EXPORT = REPO_ROOT / "studio" / "backend" / "core" / "export" / "export.py"
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EXPORT_FNS = (
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"export_merged_model",
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"export_base_model",
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"export_gguf",
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"export_lora_adapter",
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)
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def _find_method(tree, cls_name, method_name):
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for cls in ast.walk(tree):
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if isinstance(cls, ast.ClassDef) and cls.name == cls_name:
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for item in cls.body:
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if isinstance(item, ast.FunctionDef) and item.name == method_name:
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return item
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return None
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def _return_tuple_arity(fn):
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arities = []
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for node in ast.walk(fn):
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if isinstance(node, ast.Return) and isinstance(node.value, ast.Tuple):
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arities.append(len(node.value.elts))
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return arities
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def test_export_methods_return_three_tuple_annotation():
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tree = ast.parse(EXPORT.read_text())
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for fn_name in EXPORT_FNS:
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fn = _find_method(tree, "ExportBackend", fn_name)
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assert fn is not None, f"missing ExportBackend.{fn_name}"
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ret = fn.returns
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assert isinstance(ret, ast.Subscript), f"{fn_name} return must be Tuple[...]"
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slc = ret.slice
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elts = slc.elts if isinstance(slc, ast.Tuple) else None
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assert (
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elts is not None and len(elts) == 3
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), f"{fn_name} return annotation must be a 3-tuple, got {ast.dump(ret)}"
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def test_export_methods_return_three_element_tuples():
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tree = ast.parse(EXPORT.read_text())
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for fn_name in EXPORT_FNS:
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fn = _find_method(tree, "ExportBackend", fn_name)
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assert fn is not None
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arities = _return_tuple_arity(fn)
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assert arities, f"{fn_name} has no tuple-return statements"
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for arity in arities:
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assert arity == 3, f"{fn_name} return tuple arity {arity}, expected 3"
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def test_local_save_assigns_output_path():
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tree = ast.parse(EXPORT.read_text())
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for fn_name in EXPORT_FNS:
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fn = _find_method(tree, "ExportBackend", fn_name)
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assert fn is not None
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assigns = []
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for node in ast.walk(fn):
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if isinstance(node, ast.Assign):
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for tgt in node.targets:
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if isinstance(tgt, ast.Name) and tgt.id == "output_path":
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assigns.append(node)
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non_none = [
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a for a in assigns if not (isinstance(a.value, ast.Constant) and a.value.value is None)
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]
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assert non_none, f"{fn_name} never assigns a non-None output_path"
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def test_gpu_save_method_bound_for_hub_only():
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tree = ast.parse(EXPORT.read_text())
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fn = _find_method(tree, "ExportBackend", "export_merged_model")
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assert fn is not None
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found_pre_save_method = False
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for node in ast.walk(fn):
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if isinstance(node, ast.Try):
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for stmt in node.body:
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if isinstance(stmt, ast.If):
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test = stmt.test
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if isinstance(test, ast.Name) and test.id == "_IS_MLX":
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for sub in ast.walk(ast.Module(body = stmt.orelse, type_ignores = [])):
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if isinstance(sub, ast.Assign) and any(
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isinstance(t, ast.Name) and t.id == "save_method"
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for t in sub.targets
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):
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found_pre_save_method = True
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break
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if found_pre_save_method:
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break
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if found_pre_save_method:
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break
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assert found_pre_save_method, (
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"GPU save_method must be assigned at the top of the try block, "
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"before the `if save_directory:` guard, so Hub-only export does not "
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"raise UnboundLocalError."
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)
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def test_mlx_hub_only_uses_temp_directory():
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src = EXPORT.read_text()
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assert (
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src.count("tempfile.TemporaryDirectory") >= 3
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), "expected TemporaryDirectory in merged, base, and lora hub-push paths"
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assert "import tempfile" in src.split("class ExportBackend")[0]
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def test_is_mlx_imported_from_unsloth():
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src = EXPORT.read_text()
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assert "from unsloth import" in src
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head = src.split("class ExportBackend")[0]
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assert "_IS_MLX" in head
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assert "_IS_MLX = platform.system()" not in src
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