How to use is_index method in pandera

Best Python code snippet using pandera_python

command_to_code.py

Source:command_to_code.py

1from builtins import Exception2from grammar.if_condition import IfCondition3from grammar.function_definition import FunctionDefinition4from grammar.variable_declaration import VariableDeclaration5from grammar.return_function import ReturnFunction6from grammar.function_call import FunctionCall7from grammar.else_condition import ElseCondition8class CommandToCode:9    def __init__(self):10        self.variable_types = ['integer', 'float', 'string', 'list', 'dictionary', 'variable', 'operation']11        self.compare_types = ['equal to', 'not equal to', 'less than', 'greater than', 'less than or equal to',12                              'greater than or ']13    def set_command(self, command: list):14        """15        This function sets the command variable.16            Args:17                command: The list of words which will be converted to code.18        """19        self.command = command20    def remove_command(self):21        """22        This function deletes the current command.23        """24        self.command = None25    def variable_error_check(self):26        """27        This function checks the correctness of variable declaration commands.28        """29        if len(self.command) < 5:30            raise Exception("The Format Is Wrong")31        is_index, point_index = -1, -132        for index, item in enumerate(self.command):33            if item == 'is' and self.command[index + 1] in self.variable_types:34                is_index = index35            if item == 'point':36                point_index = index37        if is_index == -1:38            raise Exception("Is Keyword Not Found")39        if self.command[is_index + 1] not in self.variable_types:40            raise Exception("Variable Type Is Unacceptable")41        if self.command[is_index + 1] == 'integer':42            if not self.command[is_index + 2].isdigit():43                raise Exception("The Value Is Not Number")44        if self.command[is_index + 1] == 'operation':45            if is_index + 2 > len(self.command) - 1:46                raise Exception("Operation Type Not Defined")47            if self.command[is_index + 2] == 'add':48                if is_index + 3 > len(self.command) - 1:49                    raise Exception("wrong format")50                if self.command[is_index + 3] not in ['integer', 'float', 'string', 'list', 'variable']:51                    raise Exception("Variable Type is Unacceptable")52                if self.command[is_index + 3] == 'integer':53                    if not self.command[is_index + 4].isdigit():54                        raise Exception("The Value Is Not Number")55                if 'to' not in self.command[is_index + 2:]:56                    raise Exception("To keyword not found")57                for index, item in enumerate(self.command):58                    if item == 'to':59                        to_index = index60                if to_index + 1 > len(self.command) - 1:61                    raise Exception("wrong format")62                if self.command[to_index + 1] not in ['integer', 'float', 'string', 'list', 'variable']:63                    raise Exception("Variable Type is Unacceptable")64                if to_index + 2 > len(self.command) - 1:65                    raise Exception("wrong format")66                if self.command[to_index + 1] == 'integer':67                    if not self.command[to_index + 2].isdigit():68                        raise Exception("The Value Is Not Number")69            elif self.command[is_index + 2] == 'subtract':70                if is_index + 3 > len(self.command) - 1:71                    raise Exception("wrong format")72                if self.command[is_index + 3] not in ['integer', 'float', 'string', 'list', 'variable']:73                    raise Exception("Variable Type is Unacceptable")74                if self.command[is_index + 3] == 'integer':75                    if not self.command[is_index + 4].isdigit():76                        raise Exception("The Value Is Not Number")77                if 'from' not in self.command[is_index + 2:]:78                    raise Exception("From keyword not found")79                for index, item in enumerate(self.command):80                    if item == 'from':81                        from_index = index82                if from_index + 1 > len(self.command) - 1:83                    raise Exception("wrong format")84                if self.command[from_index + 1] not in ['integer', 'float', 'string', 'list', 'variable']:85                    raise Exception("Variable Type is Unacceptable")86                if from_index + 2 > len(self.command) - 1:87                    raise Exception("wrong format")88                if self.command[from_index + 1] == 'integer':89                    if not self.command[from_index + 2].isdigit():90                        raise Exception("The Value Is Not Number")91            elif self.command[is_index + 2] == 'multiply' or self.command[is_index + 2] == 'divide':92                if is_index + 3 > len(self.command) - 1:93                    raise Exception("wrong format")94                if self.command[is_index + 3] not in ['integer', 'float', 'string', 'list', 'variable']:95                    raise Exception("Variable Type is Unacceptable")96                if self.command[is_index + 3] == 'integer':97                    if not self.command[is_index + 4].isdigit():98                        raise Exception("The Value Is Not Number")99                if 'by' not in self.command[is_index + 2:]:100                    raise Exception("By keyword not found")101                for index, item in enumerate(self.command):102                    if item == 'by':103                        by_index = index104                if by_index + 1 > len(self.command) - 1:105                    raise Exception("wrong format")106                if self.command[by_index + 1] not in ['integer', 'float', 'string', 'list', 'variable']:107                    raise Exception("Variable Type is Unacceptable")108                if by_index + 2 > len(self.command) - 1:109                    raise Exception("wrong format")110                if self.command[by_index + 1] == 'integer':111                    if not self.command[by_index + 2].isdigit():112                        raise Exception("The Value Is Not Number")113            else:114                raise Exception("Operation Type Is Unacceptable")115    def return_error_check(self):116        """117        This function checks the correctness of return commands.118        """119        if len(self.command) < 3:120            raise Exception("The Format Is Wrong")121        if self.command[1] not in self.variable_types + ['variable']:122            raise Exception("Variable Type Is Wrong")123        if self.command[1] != 'variable':124            this_command = self.command125            self.command = ['variable', '_', 'is'] + self.command[1:]126            self.variable_error_check()127            self.command = this_command128    def function_call_error_check(self):129        """130        This function checks the correctness of function call commands.131        """132        if len(self.command) < 9:133            raise Exception("The Format Is Wrong")134        if 'parameters' not in self.command:135            raise Exception("Argument Parameters Is Missed")136        if self.command[-1] != 'parameters':137            raise Exception("End of Parameters Not Found")138        if self.command[-2] != 'of':139            raise Exception("End of Parameters Not Found")140        if self.command[-3] != 'end':141            raise Exception("End of Parameters Not Found")142    def if_condition_error_check(self):143        if self.command[0] == 'else':144            self.command = self.command[1:]145        if len(self.command) < 9:146            raise Exception("The Format Is Wrong")147        if self.command[2] not in ['variable', 'integer', 'float', 'string']:148            raise Exception("Variable Type Is Wrong")149        if self.command[2] == 'integer':150            if not self.command[3].isdigit():151                raise Exception("The Value Is Not Number")152            if self.command[4] != 'is':153                raise Exception("The Format Is Wrong")154        if self.command[2] == 'float':155            if self.command[4] != 'is':156                raise Exception("The Format Is Wrong")157        is_index = -1158        for index, value in enumerate(self.command):159            if value == 'is':160                if self.command[index + 1: index + 3] in [compare_type.split() for compare_type in self.compare_types]\161                        or self.command[index + 1: index + 4] in [compare_type.split() for compare_type in self.compare_types]:162                    is_index = index163        if is_index == -1:164            raise Exception("Compare Type Is Wrong")165        if " ".join(self.command[is_index + 1: is_index + 3]) in ['equal to', 'less than', 'greater than']:166            second_var_index = is_index + 3167        elif " ".join(self.command[is_index + 1: is_index + 4]) == 'not equal to':168            second_var_index = is_index + 4169        elif " ".join(self.command[is_index + 1: is_index + 6]) in ['less than or equal to', 'greater than or equal to']:170            second_var_index = is_index + 6171        if self.command[second_var_index] not in ['variable', 'integer', 'float', 'string']:172            raise Exception("Variable Type Is Wrong")173        if self.command[second_var_index] == 'integer':174            if not self.command[second_var_index + 1].isdigit():175                raise Exception("The Value Is Not Number")176    def else_condition_error_check(self):177        if len(self.command) != 2:178            raise Exception("The Format Is Wrong")179    def define_function_error_check(self):180        if len(self.command) < 7:181            raise Exception("The Format Is Wrong")182        parametrs_index = -1183        for index, value in enumerate(self.command[:-3]):184            if value == 'parameters':185                parametrs_index = index186        if parametrs_index == -1:187            raise Exception("Parameters keyword not found")188        if self.command[parametrs_index + 1] == 'next':189            raise Exception("The Format Is Wrong")190        for index, value in enumerate(self.command[parametrs_index + 1:-3]):191            if value == 'next':192                if index == len(self.command[parametrs_index + 1:-3]) - 1:193                    raise Exception("The Format Is Wrong")194        if not self.command[-1] == 'parameters' and self.command[-2] == 'of' and self.command[-3] == 'end':195            raise Exception("end of parameters not defined")196    def generate_code(self) -> str:197        """198        This function, based on the command, generates the final code of the input command.199            Returns:200                The code of the input command.201        """202        if self.command is None:203            return 'Command has not been assigned.'204        elif self.command[0] == 'variable':205            self.variable_error_check()206            return VariableDeclaration(self.command).code207        elif self.command[0] == 'return':208            self.return_error_check()209            return ReturnFunction(self.command).code210        elif self.command[0] == 'function' and self.command[1] == 'call':211            self.function_call_error_check()212            return FunctionCall(self.command).code213        elif self.command[0] == 'if' and self.command[1] == 'condition':214            self.if_condition_error_check()215            return IfCondition(self.command).code216        elif self.command[0] == 'else' and self.command[1] == 'if' and self.command[2] == 'condition':217            self.if_condition_error_check()218            self.command.insert(0, 'else')219            return IfCondition(self.command).code220        elif self.command[0] == 'else' and self.command[1] == 'condition':221            self.else_condition_error_check()222            return ElseCondition(self.command).code223        elif self.command[0] == 'define' and self.command[1] == 'function':224            self.define_function_error_check()225            return FunctionDefinition(self.command).code226        elif self.command[0] == 'end' and self.command[1] == 'of' and \227                (self.command[2] == 'function' or self.command[2] == 'if' or self.command[2] == 'else'):228            return ''229        else:...

IndicesManager.py

Source:IndicesManager.py

1def convert_ln_to_no_comments(line_numbers, indices):2    """3    Arguments:4    line_numbers -- list of line numbers having warnings5    indices -- list of indices corresponding to the source file with no comments6    """7    res = []8    for ln in line_numbers:9        res.append(indices.index(ln) + 1)10    return res11def _is_index_generator(indices, maximum):12    is_index = [1] * (maximum + 1)13    for [fst, lst] in indices:14        for i in range(fst, lst):15            is_index[i] = 016    for i in range(1, len(is_index)):17        is_index[i] += is_index[i-1]18    return is_index19# def convert_ln_to_topformflat(line_numbers, compressed_indices, indices):20#     """21#     Arguments:22#     line_numbers -- list of line numbers having warnings retalive to indices23#     compressed_indices -- list of indices corresponding to topformflat24#     indices -- list of indices being used in the original file25#     """26#     if compressed_indices:27#         # maximum = max(compressed_indices, key=lambda x: x[1])[1]28#         # maximum = max(max(line_numbers), maximum)29#         is_index = _is_index_generator(compressed_indices, len(indices))30#         res = list(set([is_index[i-1] for i in line_numbers]))31#         res.sort()32#         return res33#     else:34#         return [indices[i-1] for i in line_numbers]35def convert_ln_to_original(flatten_indices, compressed_indices, indices):36    """37    Arguments:38    flatten_indices -- indices of the topformflat to convert to source file39    compressed_indices -- indices describing the topformflat file40    indices -- list of indices corresponding to the original file41    """42    if compressed_indices and flatten_indices:43        # maximum = max(compressed_indices, key=lambda x: x[1])[1]44        # maximum = max(max(flatten_indices), maximum)45        tmp_ind = []46        is_index = _is_index_generator(compressed_indices, len(indices))47        for index in flatten_indices:48            for i in range(len(is_index)):49                if index == is_index[i]:50                    tmp_ind.append(i + 1)51                # elif index < is_index[i]:52                #     break53        # return [indices[i-1] for i in tmp_ind]54        return [indices[i-1] for i in tmp_ind if i <= len(indices)]55    else:56        return [indices[i-1] for i in flatten_indices]57if __name__ == "__main__":58    # assert convert_ln_to_topformflat([100], [[1,50],[52,100]], list(range(1,101))) == [3]59    # assert convert_ln_to_topformflat([3], [[1,2],[3,5]], [1,2,4,5,6,8,9,10]) == [2]60    # assert convert_ln_to_topformflat([7], [[1,2],[3,5]], [1,2,4,5,6,8,9,10]) == [4]61    # assert convert_ln_to_topformflat([7], [], [1,2,4,5,6,8,9,10]) == [9]62    # assert [8] == convert_ln_to_topformflat([13], [[6, 23], [25, 40]], [1, 2, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 147])63    assert convert_ln_to_original([2,3,6,8], [[1,2],[4,6]], [7,8,9,11,13,17,18,19,23,24,25,26]) == [9,11,13,17,23,25]64    assert convert_ln_to_original([], [[1,2],[4,6]], [7,8,9,11,13,17,18,19,23,24,25,26]) == []...

02fad7ab24959e59e8f7791bd9c3a353115ba7c8-<pytest_runtest_setup>-fix.py

Source:02fad7ab24959e59e8f7791bd9c3a353115ba7c8-<pytest_runtest_setup>-fix.py

1def pytest_runtest_setup(item):2    fname = item.fspath.strpath3    is_index = fname.endswith('datasets/index.rst')4    if (fname.endswith('datasets/labeled_faces.rst') or is_index):5        setup_labeled_faces()6    elif (fname.endswith('datasets/mldata.rst') or is_index):7        setup_mldata()8    elif (fname.endswith('datasets/rcv1.rst') or is_index):9        setup_rcv1()10    elif (fname.endswith('datasets/twenty_newsgroups.rst') or is_index):11        setup_twenty_newsgroups()12    elif (fname.endswith('tutorial/text_analytics/working_with_text_data.rst') or is_index):13        setup_working_with_text_data()14    elif (fname.endswith('modules/compose.rst') or is_index):...

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