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    NA ("not available") missing value indicator.

    .. warning::

       Experimental: the behaviour of NA can still change without warning.

    The NA singleton is a missing value indicator defined by pandas. It is
    used in certain new extension dtypes (currently the "string" dtype).
    NotImplementedNumberPickleErrorTypeErrorValueError___abs____add__args__array_priority__bool_boolean value of NA is ambiguousbroadcast_arrays__call__cline_in_tracebackclscopy_create_binary_propagating_op.<locals>.method_create_unary_propagating_op.<locals>.methoddecimal__divmod__emptyenumerateeq__eq__exponent__floordiv__format_specge__ge____getstate__gt__gt__i__import__indexinfinf_as_nainputs_instance__invert__is_cmpitemkwargsle__le__leftlt__lt____main____matmul__maxsizemaybe_dispatch_ufunc_to_dunder_op__metaclass____mod____mul__nan_matches_nonendimne__ne____neg__' not supported for NAnoutnpnumbersnumpy.core.multiarray failed to importnumpy.core.umath failed to importobjectotheroutpandas._libs.ops_dispatchpickle__pos____prepare____pyx_PickleError__pyx_checksum__pyx_result__pyx_state__pyx_type__radd____rand__range__rdivmod____reduce_ex__resultreturn__rfloordiv__right__rmatmul____rmod____rmul____ror____rsub____rtruediv____rxor__self__setstate__shapesizestrip__sub__sys__test____truediv__typesufunc method 'uint8updateval'values' contains non-numeric NA viewwherexzeroszip__pyx_capi____reduce_cython____setstate_cython__numpydtypendarrayufuncisposinf_scalarisneginf_scalaris_float_nanvaluesis_numeric_na_create_binary_propagating_opmethodis_divmod_create_unary_propagating_op__new____repr____format__unicode__bool____hash____pow____rpow____and____or____xor____array_ufunc____pyx_unpickle_C_NATypeð¿ð?



€€exactlyMissing type objectname '%U' is not defined4294967296checknull_with_nat_and_namodule compiled against API version 0x%x but this version of numpy is 0x%x . Check the section C-API incompatibility at the Troubleshooting ImportError section at https://numpy.org/devdocs/user/troubleshooting-importerror.html#c-api-incompatibility for indications on how to solve this problem .unparseable format stringtupleExpected a dimension of size %zu, got %zufree variable '%s' referenced before assignment in enclosing scopepandas._libs.missing.NAType.__format__%s() got multiple values for keyword argument '%U'%.200s() takes no arguments (%zd given)__name__ must be set to a string objectsetting function's dictionary to a non-dictis_null_datetime64int (PyObject *)'long''unsigned long'__int__ returned non-int (type %.200s).  The ability to return an instance of a strict subclass of int is deprecated, and may be removed in a future version of Python.__%.4s__ returned non-%.4s (type %.200s)too many values to unpack (expected %zd)Shared Cython type %.200s has the wrong size, try recompiling__self__flexibletime_NaTC function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)numpy.core._multiarray_umath'double''long double'%.200s() keywords must be stringsreplacecomplexfloatingBuffer dtype mismatch, expected %s%s%s but got %smetaclass conflict: the metaclass of a derived class must be a (non-strict) subclass of the metaclasses of all its basespandas._libs.missing.NAType.__rpow__need more than %zd value%.1s to unpackobject of type 'NoneType' has no len()integer%.200s does not export expected C function %.200spandas._libs.missing._create_unary_propagating_op.methodat most%.200s() takes %.8s %zd positional argument%.1s (%zd given)venv3.12-android_24_x86/cross/lib/python3.12/site-packages/numpy/__init__.pxdloader__package__func_docfloating_ARRAY_API is NULL pointer'Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'assignmentpandas._libs.missing.NAType.__new__pandas._libs.missing.NAType.__xor__an integer is required%s.%s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObjectExpected a dimension of size %zu, got %dcannot fit '%.200s' into an index-sized integers_ARRAY_APIFATAL: module compiled as unknown endianPython objectmissingis_matching_naisnaobjfunc_closuredateis_td64natnpy_timedelta (PyObject *)'complex double'a structArgument '%.200s' has incorrect type (expected %.200s, got %.200s)__file__parentsubmodule_search_locationspandas._libs.tslibs.nattypestruct __pyx_obj_6pandas_5_libs_6tslibs_7nattype__NaT *pandas._libs.missing.isneginf_scalarNULL result without error in PyObject_Callfunc_dictPyObject *'long long'pandas._libs.missing.NAType.__and____loader__func_name__globals__c_nat_stringsget_datetime64_valueNPY_DATETIMEUNIT (PyObject *)'bool''short'checknullpandas/_libs/missing.cflatiter__pyx_t_5numpy_int64_t'unsigned short''unsigned int''unsigned long long'Unexpected format string character: '%c'__defaults__pandas._libs.missing.is_float_nan'float'a pointer%s (%s:%d)int (PyObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5_libs_7missing_is_matching_na *__pyx_optional_args)hasattr(): attribute name must be stringUnable to initialize pickling for %snumberC variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)Unexpected end of format string, expected ')'intpandas._libs.missing.checknullcython_runtime%.200s() takes exactly one argument (%zd given)co_stacksize%.200s.%.200s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObjectcannot import name %S'int'pandas._libs.missing._create_unary_propagating_oppandas._libs.missing.check_na_tuples_nonequal__path__Module 'missing' has already been imported. Re-initialisation is not supported.co_nlocalsco_linetablestruct __pyx_obj_6pandas_5_libs_7missing_C_NAType *is_null_timedelta64pandas._libs.missing.C_NATypecharacterdatetimetzinfonpy_datetime (PyObject *)module compiled against ABI version 0x%x but this version of numpy is 0x%xShared Cython type %.200s is not a type object__code__function's dictionary may not be deleted__kwdefaults__ must be set to a dict objectpandas._libs.missing.__pyx_scope_struct___create_binary_propagating_optimedeltachecknull_with_nat'complex float'originco_freevarspandas._libs.missing.NAType.__hash__pandas._libs.tslibs.util.is_nanpandas._libs.missing.isnaobjPyArrayObject *(PyArrayObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5_libs_7missing_isnaobj *__pyx_optional_args)Expected %d dimension(s), got %dpandas._libs.missing.NAType.__array_ufunc__cython_function_or_methodpandas._libs.missing.__pyx_unpickle_C_NAType__set_state_ARRAY_API is not PyCapsule objectBuffer acquisition: Expected '{' after 'T'Does not understand character buffer dtype format string ('%c')pandas._libs.missing._create_binary_propagating_oppandas._libs.missing._create_binary_propagating_op.methodExpected %.16s, got %.200sfunc_globalsfunc_codeco_posonlyargcountco_codepandas._libs.missing.C_NAType.__setstate_cython__%.200s.%.200s is not a type objectcalling %R should have returned an instance of BaseException, not %R'complex long double'pandas._libs.missing.is_numeric_na'%.200s' object does not support slice %.10spandas._libs.missing.__pyx_unpickle_C_NATypeat leastpandas._libs.missing.is_matching_na__closure____qualname__ must be set to a string objectco_kwonlyargcountco_constsco_cellvarsunsignedintegerNPY_NATpandas._libs.tslibs.np_datetimeget_datetime64_unitnumpy.import_arraya stringExpected a comma in format string, got '%c'pandas._libs.missing.NAType.__bool__check_na_tuples_nonequalbuiltinsBad call flags in __Pyx_CyFunction_Call. METH_OLDARGS is no longer supported!%.200s() takes no keyword argumentsfunc_defaults__defaults__ must be set to a tuple objectint (PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5_libs_7missing_checknull *__pyx_optional_args)Item size of buffer (%zd byte%s) does not match size of '%s' (%zd byte%s)uint8_tpandas._libs.missing.NAType.__or__unbound method %.200S() needs an argument__annotations__ must be set to a dict objectco_argcountco_varnamesint (PyObject *, PyObject *, int __pyx_skip_dispatch)pandas._libs.missing.C_NAType.__reduce_cython__broadcast%.200s does not export expected C variable %.200sis_dt64natFATAL: module compiled as little endian, but detected different endianness at runtimeendpandas._libs.missing.is_decimal_naget_timedelta64_valueBig-endian buffer not supported on little-endian compiler'unsigned char'Buffer dtype mismatch; next field is at offset %zd but %zd expected%s() got an unexpected keyword argument '%U' while calling a Python objectInterpreter change detected - this module can only be loaded into one interpreter per process.__builtins__<cyfunction %U at %p>__kwdefaults__co_flagsc_NaTraise: exception class must be a subclass of BaseException'signed char'Cannot convert %.200s to %.200s%d.%d_cython_0_29_37co_namespandas._libs.missing.isposinf_scalarExpected %d dimensions, got %dPython does not define a standard format string size for long double ('g')..'%.200s' object is not subscriptablesignedintegerinexactbuffer dtype'char'pandas._libs.missing.NAType.__pow__init pandas._libs.missingcompiletime version %s of module '%.100s' does not match runtime version %s__annotations__genericBuffer has wrong number of dimensions (expected %d, got %d)Cannot handle repeated arrays in format stringjoin() result is too long for a Python string
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    True if we are dealing with tuples that have NA on one side and non NA on
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    Check if two scalars are both NA of matching types.

    Parameters
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    right : Any
    nan_matches_none : bool, default False
        For backwards compatibility, consider NaN as matching None.

    Returns
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    Return boolean describing of the input is NA-like, defined here as any
    of:
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     - np.datetime64 representation of NaT
     - np.timedelta64 representation of NaT
     - NA
     - Decimal("NaN")

    Parameters
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    val : object
    inf_as_na : bool, default False
        Whether to treat INF and -INF as NA values.

    Returns
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    bool
    
    Return boolean mask denoting which elements of a 1-D array are na-like,
    according to the criteria defined in `checknull`:
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     - nan
     - NaT
     - np.datetime64 representation of NaT
     - np.timedelta64 representation of NaT
     - NA
     - Decimal("NaN")

    Parameters
    ----------
    arr : ndarray

    Returns
    -------
    result : ndarray (dtype=np.bool_)
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