Enable mypy static type checking and reslove errors #51
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Signed-off-by: Martin Hickey <[email protected]>
Fixes:
fms_mo/aiu_addons/i8i8/i8i8_aiu_adapter.py:66: error: Unsupported target for indexed assignment ("Mapping[str, Any]") [index]
fms_mo/aiu_addons/i8i8/i8i8_aiu_adapter.py:67: error: Unsupported target for indexed assignment ("Mapping[str, Any]") [index]
fms_mo/aiu_addons/i8i8/i8i8_aiu_adapter.py:75: error: Unsupported target for indexed assignment ("Mapping[str, Any]") [index]
fms_mo/aiu_addons/i8i8/i8i8_aiu_adapter.py:82: error: Unsupported target for indexed assignment ("Mapping[str, Any]") [index]
fms_mo/aiu_addons/i8i8/i8i8_aiu_adapter.py:87: error: Unsupported target for indexed assignment ("Mapping[str, Any]") [index]
fms_mo/quant/quantizers.py:4161: error: Incompatible types in assignment (expression has type "list[int]", variable has type "None") [assignment]
fms_mo/quant/quantizers.py:4161: error: Argument 1 to "len" has incompatible type "None"; expected "Sized" [arg-type]
fms_mo/quant/quantizers.py:4162: error: Unsupported target for indexed assignment ("None") [index]
fms_mo/quant/quantizers.py:4162: error: Value of type "None" is not indexable [index]
Signed-off-by: Martin Hickey <[email protected]>
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Fix: ms_mo/quant/quantizers.py:3933: error: Incompatible types in assignment (expression has type "int | float", variable has type "Tensor") [assignment] fms_mo/quant/quantizers.py:3945: error: Incompatible types in assignment (expression has type "float", variable has type "Tensor | None") [assignment] fms_mo/quant/quantizers.py:3947: error: Incompatible types in assignment (expression has type "Any | int", variable has type "Tensor | None") [assignment] fms_mo/quant/quantizers.py:4190: error: Incompatible types in assignment (expression has type "Parameter", variable has type "None") [assignment] fms_mo/quant/quantizers.py:4196: error: Incompatible types in assignment (expression has type "Size", variable has type "list[Any]") [assignment] fms_mo/modules/linear.py:1341: error: Incompatible types in assignment (expression has type "tuple[int, int]", variable has type "tuple[int, int, int]") [assignment] fms_mo/utils/torchscript_utils.py:58: error: Incompatible types in assignment (expression has type "list[str] | None", variable has type "list[str]") [assignment] fms_mo/utils/qconfig_utils.py:167: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:168: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:169: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:170: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:171: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:172: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:173: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:174: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:175: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:176: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:178: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:179: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:180: error: Incompatible types in assignment (expression has type "tuple[float, float]", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:183: error: Incompatible types in assignment (expression has type "list[Never]", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:184: error: Incompatible types in assignment (expression has type "list[Never]", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:188: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:189: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:190: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:191: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:192: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:193: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:194: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:195: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:196: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:197: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:199: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:203: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:204: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:205: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:206: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:207: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:208: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:210: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:213: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:214: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:215: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:216: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:217: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:218: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:219: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:220: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:221: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:222: error: Incompatible types in assignment (expression has type "float", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:223: error: Incompatible types in assignment (expression has type "float", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:224: error: Incompatible types in assignment (expression has type "float", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:226: error: Incompatible types in assignment (expression has type "list[Never]", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:227: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:228: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:229: error: Incompatible types in assignment (expression has type "str", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:230: error: Incompatible types in assignment (expression has type "list[Never]", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:237: error: Incompatible types in assignment (expression has type "None", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:238: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:239: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:240: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:243: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:244: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:245: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:246: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:247: error: Incompatible types in assignment (expression has type "list[Never]", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:248: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:249: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:250: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:251: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:252: error: Incompatible types in assignment (expression has type "bool", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:253: error: Incompatible types in assignment (expression has type "int", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/utils/qconfig_utils.py:257: error: Incompatible types in assignment (expression has type "float", target has type "dict[type, dict[str, type]]") [assignment] fms_mo/quant/ptq.py:2646: error: Incompatible types in assignment (expression has type "tuple[type[Conv2d], type[Linear]]", variable has type "tuple[type[Conv2d], type[Linear], type[DetQConv2d]]") [assignment] Signed-off-by: Martin Hickey <[email protected]>
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Fix: fms_mo/quant/quantizers.py:3898: error: Item "None" of "Parameter | None" has no attribute "fill_" [union-attr] fms_mo/quant/quantizers.py:3963: error: Item "float" of "Any | float" has no attribute "round" [union-attr] fms_mo/quant/quantizers.py:5392: error: Module has no attribute "float8_e5m2G" [attr-defined] fms_mo/custom_ext_kernels/utils.py:77: error: Module has no attribute "custom_op" [attr-defined] fms_mo/custom_ext_kernels/utils.py:79: error: Module has no attribute "register_kernel" [attr-defined] fms_mo/custom_ext_kernels/utils.py:80: error: Module has no attribute "register_fake" [attr-defined] fms_mo/utils/torchscript_utils.py:182: error: Item "None" of "Node | None" has no attribute "inputs" [union-attr] fms_mo/utils/torchscript_utils.py:184: error: Item "None" of "Node | None" has no attribute "outputs" [union-attr] fms_mo/utils/torchscript_utils.py:204: error: "Node" has no attribute "name" [attr-defined] fms_mo/utils/torchscript_utils.py:204: error: "Node" has no attribute "obj" [attr-defined] fms_mo/utils/torchscript_utils.py:205: error: "Node" has no attribute "name" [attr-defined] fms_mo/utils/torchscript_utils.py:207: error: "Node" has no attribute "name" [attr-defined] fms_mo/utils/torchscript_utils.py:209: error: "Node" has no attribute "name" [attr-defined] fms_mo/utils/torchscript_utils.py:212: error: "Node" has no attribute "Op" [attr-defined] fms_mo/utils/torchscript_utils.py:214: error: "Node" has no attribute "unpackIdx" [attr-defined] fms_mo/utils/torchscript_utils.py:216: error: "Node" has no attribute "lineno" [attr-defined] fms_mo/utils/torchscript_utils.py:217: error: "Node" has no attribute "operator" [attr-defined] fms_mo/utils/torchscript_utils.py:219: error: "Node" has no attribute "parents" [attr-defined] fms_mo/utils/torchscript_utils.py:220: error: "Node" has no attribute "parents_ptr" [attr-defined] fms_mo/utils/torchscript_utils.py:221: error: "Node" has no attribute "scope" [attr-defined] fms_mo/utils/torchscript_utils.py:222: error: "Node" has no attribute "modname" [attr-defined] fms_mo/utils/torchscript_utils.py:223: error: "Node" has no attribute "children" [attr-defined] fms_mo/utils/torchscript_utils.py:224: error: "Node" has no attribute "children_ptr" [attr-defined] fms_mo/utils/torchscript_utils.py:225: error: "Node" has no attribute "TSparents" [attr-defined] fms_mo/utils/torchscript_utils.py:226: error: "Node" has no attribute "TSoutputs" [attr-defined] fms_mo/utils/torchscript_utils.py:228: error: "Node" has no attribute "name" [attr-defined] fms_mo/calib.py:485: error: Item "None" of "FrameType | None" has no attribute "f_code" [union-attr] fms_mo/quant/ptq.py:2626: error: Item "None" of "Tensor | None" has no attribute "zero_" [union-attr] fms_mo/quant/ptq.py:2627: error: Item "None" of "Tensor | None" has no attribute "fill_" [union-attr] Signed-off-by: Martin Hickey <[email protected]>
Disabled: fms_mo/utils/custom_gptq_models.py:18: error: Cannot find implementation or library stub for module named "auto_gptq.modeling" [import-not-found] fms_mo/utils/utils.py:32: error: Skipping analyzing "transformers.tokenization_utils_base": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/utils/utils.py:328: error: Library stubs not installed for "pandas" [import-untyped] fms_mo/utils/import_utils.py:20: error: Skipping analyzing "transformers.utils.import_utils": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/utils/calib_data.py:29: error: Skipping analyzing "transformers": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/aiu_addons/i8i8/i8i8_aiu_adapter.py:20: error: Cannot find implementation or library stub for module named "fms.utils" [import-not-found] fms_mo/aiu_addons/gptq/gptq_aiu_adapter.py:20: error: Cannot find implementation or library stub for module named "fms.utils" [import-not-found] fms_mo/aiu_addons/i8i8/i8i8_aiu_linear.py:21: error: Cannot find implementation or library stub for module named "fms.modules.linear" [import-not-found] fms_mo/aiu_addons/i8i8/i8i8_aiu_linear.py:28: error: Cannot find implementation or library stub for module named "fms.modules.tp" [import-not-found] fms_mo/aiu_addons/i8i8/i8i8_aiu_linear.py:29: error: Cannot find implementation or library stub for module named "fms.utils.config" [import-not-found] fms_mo/aiu_addons/gptq/gptq_aiu_linear.py:21: error: Cannot find implementation or library stub for module named "fms.modules.linear" [import-not-found] fms_mo/aiu_addons/gptq/gptq_aiu_linear.py:28: error: Cannot find implementation or library stub for module named "fms.modules.tp" [import-not-found] fms_mo/aiu_addons/gptq/gptq_aiu_linear.py:29: error: Cannot find implementation or library stub for module named "fms.utils.gptq" [import-not-found] fms_mo/custom_ext_kernels/utils.py:32: error: Skipping analyzing "transformers.pytorch_utils": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/custom_ext_kernels/utils.py:530: error: Cannot find implementation or library stub for module named "exllama_kernels" [import-not-found] fms_mo/custom_ext_kernels/utils.py:531: error: Cannot find implementation or library stub for module named "exllamav2_kernels" [import-not-found] fms_mo/custom_ext_kernels/utils.py:1113: error: Cannot find implementation or library stub for module named "auto_gptq.nn_modules.qlinear.qlinear_exllama" [import-not-found] fms_mo/custom_ext_kernels/utils.py:1116: error: Cannot find implementation or library stub for module named "auto_gptq.nn_modules.qlinear.qlinear_exllamav2" [import-not-found] fms_mo/modules/linear.py:1079: error: Cannot find implementation or library stub for module named "cutlass_mm" [import-not-found] fms_mo/modules/linear.py:1405: error: Cannot find implementation or library stub for module named "auto_gptq.nn_modules.qlinear.qlinear_exllama" [import-not-found] fms_mo/modules/linear.py:1408: error: Cannot find implementation or library stub for module named "auto_gptq.nn_modules.qlinear.qlinear_exllamav2" [import-not-found] fms_mo/modules/linear.py:1412: error: Cannot find implementation or library stub for module named "exllama_kernels" [import-not-found] fms_mo/modules/linear.py:1413: error: Skipping analyzing "transformers.pytorch_utils": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/fx/utils.py:214: error: Cannot find implementation or library stub for module named "auto_gptq.modeling._utils" [import-not-found] fms_mo/fx/utils.py:524: error: Cannot find implementation or library stub for module named "pygraphviz" [import-not-found] fms_mo/utils/torchscript_utils.py:27: error: Skipping analyzing "transformers.tokenization_utils_base": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/utils/torchscript_utils.py:563: error: Cannot find implementation or library stub for module named "pygraphviz" [import-not-found] fms_mo/utils/torchscript_utils.py:686: error: Cannot find implementation or library stub for module named "matplotlib.image" [import-not-found] fms_mo/utils/torchscript_utils.py:686: error: Cannot find implementation or library stub for module named "matplotlib" [import-not-found] fms_mo/utils/torchscript_utils.py:687: error: Cannot find implementation or library stub for module named "matplotlib.pyplot" [import-not-found] fms_mo/quant/ptq.py:36: error: Library stubs not installed for "pandas" [import-untyped] fms_mo/quant/ptq.py:59: error: Cannot find implementation or library stub for module named "piqa.piqa" [import-not-found] fms_mo/fx/dynamo_utils.py:1060: error: Skipping analyzing "transformers": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/fx/dynamo_utils.py:1158: error: Skipping analyzing "torchvision.models.detection.rpn": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/fx/dynamo_utils.py:1159: error: Skipping analyzing "torchvision.ops": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/calib.py:24: error: Skipping analyzing "transformers.tokenization_utils_base": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/calib.py:470: error: Library stubs not installed for "pandas" [import-untyped] fms_mo/dq.py:30: error: Skipping analyzing "transformers": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/run_quant.py:39: error: Skipping analyzing "transformers": module is installed, but missing library stubs or py.typed marker [import-untyped] fms_mo/run_quant.py:127: error: Cannot find implementation or library stub for module named "auto_gptq" [import-not-found] fms_mo/run_quant.py:128: error: Cannot find implementation or library stub for module named "auto_gptq.modeling._const" [import-not-found] fms_mo/run_quant.py:129: error: Cannot find implementation or library stub for module named "auto_gptq.modeling.auto" [import-not-found] fms_mo/run_quant.py:194: error: Cannot find implementation or library stub for module named "llmcompressor.modifiers.quantization" [import-not-found] fms_mo/run_quant.py:195: error: Cannot find implementation or library stub for module named "llmcompressor.transformers" [import-not-found] tests/models/test_qmodelprep.py:22: error: Skipping analyzing "torchvision": module is installed, but missing library stubs or py.typed marker [import-untyped] tests/models/test_qmodelprep.py:23: error: Skipping analyzing "transformers": module is installed, but missing library stubs or py.typed marker [import-untyped] tests/models/conftest.py:25: error: Skipping analyzing "torchvision.io": module is installed, but missing library stubs or py.typed marker [import-untyped] tests/models/conftest.py:26: error: Skipping analyzing "torchvision.models": module is installed, but missing library stubs or py.typed marker [import-untyped] tests/models/conftest.py:27: error: Skipping analyzing "transformers": module is installed, but missing library stubs or py.typed marker [import-untyped] Signed-off-by: Martin Hickey <[email protected]>
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Description of the change
Python is a dynamic language and does not use static type checking. It instead prevents typing errors at runtime .
mypy is a standard open source static typing tool for Python which is widely used. This PR adds suggestions from
mypyand enables the static checking in CI/CD. It is a follow on PR from #49.Related issue number
Closes #33
How to verify the PR
Run
tox -e mypyor check CI.Was the PR tested