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{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'has_close_numbers'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '6', 'type': 'block', 'children': ['7', '46']}; {'id': '7', 'type': 'for_statement', 'children': ['8', '11', '15']}; {'id': '8', 'type': 'pattern_list', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'elem'}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '13', 'type': 'argument_list', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'for_statement', 'children': ['17', '20', '24']}; {'id': '17', 'type': 'pattern_list', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'idx2'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'elem2'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '24', 'type': 'block', 'children': ['25']}; {'id': '25', 'type': 'if_statement', 'children': ['26', '29']}; {'id': '26', 'type': 'comparison_operator', 'children': ['27', '28'], 'value': '!='}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'idx2'}; {'id': '29', 'type': 'block', 'children': ['30', '39']}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'distance'}; {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'abs'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'binary_operator', 'children': ['37', '38'], 'value': '-'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'elem'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'elem2'}; {'id': '39', 'type': 'if_statement', 'children': ['40', '43']}; {'id': '40', 'type': 'comparison_operator', 'children': ['41', '42'], 'value': '<'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'distance'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'threshold'}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'return_statement', 'children': ['45']}; {'id': '45', 'type': 'True', 'children': []}; {'id': '46', 'type': 'return_statement', 'children': ['47']}; {'id': '47', 'type': 'False', 'children': []}
def has_close_numbers(numbers, threshold): for idx, elem in enumerate(numbers): for idx2, elem2 in enumerate(numbers): if idx != idx2: distance = abs(elem - elem2) if distance < threshold: return True return False
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'extract_parentheses'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'paren_string'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '14', '18', '77']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '9', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'current_string'}; {'id': '13', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'current_depth'}; {'id': '17', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '18', 'type': 'for_statement', 'children': ['19', '20', '21']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'paren_string'}; {'id': '21', 'type': 'block', 'children': ['22']}; {'id': '22', 'type': 'if_statement', 'children': ['23', '26', '38']}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '25'], 'value': '=='}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '25', 'type': 'string', 'children': [], 'value': "'('"}; {'id': '26', 'type': 'block', 'children': ['27', '31']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'augmented_assignment', 'children': ['29', '30'], 'value': '+='}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'current_depth'}; {'id': '30', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'call', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'current_string'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '38', 'type': 'elif_clause', 'children': ['39', '42']}; {'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': '=='}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '41', 'type': 'string', 'children': [], 'value': "')'"}; {'id': '42', 'type': 'block', 'children': ['43', '47', '54']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'augmented_assignment', 'children': ['45', '46'], 'value': '-='}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'current_depth'}; {'id': '46', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'current_string'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '54', 'type': 'if_statement', 'children': ['55', '58']}; {'id': '55', 'type': 'comparison_operator', 'children': ['56', '57'], 'value': '=='}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'current_depth'}; {'id': '57', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '58', 'type': 'block', 'children': ['59', '71']}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'call', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'string', 'children': [], 'value': "''"}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'current_string'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '76']}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'current_string'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'clear'}; {'id': '76', 'type': 'argument_list', 'children': []}; {'id': '77', 'type': 'return_statement', 'children': ['78']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'result'}
def extract_parentheses(paren_string): result = [] current_string = [] current_depth = 0 for c in paren_string: if c == '(': current_depth += 1 current_string.append(c) elif c == ')': current_depth -= 1 current_string.append(c) if current_depth == 0: result.append(''.join(current_string)) current_string.clear() return result
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_fractional_part'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'number'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'return_statement', 'children': ['7']}; {'id': '7', 'type': 'binary_operator', 'children': ['8', '9'], 'value': '%'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'number'}; {'id': '9', 'type': 'float', 'children': [], 'value': '1.0'}
def get_fractional_part(number): return number % 1.0
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'check_negative_balance'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'operations'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '25']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'balance'}; {'id': '9', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '10', 'type': 'for_statement', 'children': ['11', '12', '13']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'operations'}; {'id': '13', 'type': 'block', 'children': ['14', '18']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'augmented_assignment', 'children': ['16', '17'], 'value': '+='}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'balance'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '18', 'type': 'if_statement', 'children': ['19', '22']}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': '<'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'balance'}; {'id': '21', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'True', 'children': []}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'False', 'children': []}
def check_negative_balance(operations): balance = 0 for op in operations: balance += op if balance < 0: return True return False
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'mean_absolute_deviation'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '5', 'type': 'block', 'children': ['6', '18']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'mean'}; {'id': '9', 'type': 'binary_operator', 'children': ['10', '14'], 'value': '/'}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '18', 'type': 'return_statement', 'children': ['19']}; {'id': '19', 'type': 'binary_operator', 'children': ['20', '32'], 'value': '/'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '22', 'type': 'generator_expression', 'children': ['23', '29']}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'abs'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'binary_operator', 'children': ['27', '28'], 'value': '-'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'mean'}; {'id': '29', 'type': 'for_in_clause', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'numbers'}
def mean_absolute_deviation(numbers): mean = sum(numbers) / len(numbers) return sum(abs(x - mean)for x in numbers) / len(numbers)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'insert_delimiter'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'delimiter'}; {'id': '6', 'type': 'block', 'children': ['7', '13', '17', '40', '50']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '10']}; {'id': '8', 'type': 'not_operator', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '10', 'type': 'block', 'children': ['11']}; {'id': '11', 'type': 'return_statement', 'children': ['12']}; {'id': '12', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '16', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '17', 'type': 'for_statement', 'children': ['18', '19', '25']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '19', 'type': 'subscript', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '21', 'type': 'slice', 'children': ['22', '23']}; {'id': '22', 'type': 'colon', 'children': []}; {'id': '23', 'type': 'unary_operator', 'children': ['24'], 'value': '-'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '25', 'type': 'block', 'children': ['26', '33']}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'delimiter'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'subscript', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '48', 'type': 'unary_operator', 'children': ['49'], 'value': '-'}; {'id': '49', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '50', 'type': 'return_statement', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'result'}
def insert_delimiter(numbers, delimiter): if not numbers: return [] result = [] for n in numbers[:-1]: result.append(n) result.append(delimiter) result.append(numbers[-1]) return result
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'parse_paren_group'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'paren_string'}; {'id': '5', 'type': 'block', 'children': ['6', '51']}; {'id': '6', 'type': 'function_definition', 'children': ['7', '8', '10']}; {'id': '7', 'type': 'function_name', 'children': [], 'value': 'max_depth'}; {'id': '8', 'type': 'parameters', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '10', 'type': 'block', 'children': ['11', '15', '19', '49']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'depth'}; {'id': '14', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '19', 'type': 'for_statement', 'children': ['20', '21', '22']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'if_statement', 'children': ['24', '27', '40']}; {'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': '=='}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '26', 'type': 'string', 'children': [], 'value': "'('"}; {'id': '27', 'type': 'block', 'children': ['28', '32']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'augmented_assignment', 'children': ['30', '31'], 'value': '+='}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'depth'}; {'id': '31', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '37', 'type': 'argument_list', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'depth'}; {'id': '40', 'type': 'elif_clause', 'children': ['41', '44']}; {'id': '41', 'type': 'comparison_operator', 'children': ['42', '43'], 'value': '=='}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '43', 'type': 'string', 'children': [], 'value': "')'"}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'augmented_assignment', 'children': ['47', '48'], 'value': '-='}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'depth'}; {'id': '48', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '49', 'type': 'return_statement', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '51', 'type': 'return_statement', 'children': ['52']}; {'id': '52', 'type': 'list_comprehension', 'children': ['53', '57', '65']}; {'id': '53', 'type': 'call', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'max_depth'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'group'}; {'id': '57', 'type': 'for_in_clause', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'group'}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'paren_string'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'string', 'children': [], 'value': "' '"}; {'id': '65', 'type': 'if_clause', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'group'}
def parse_paren_group(paren_string): def max_depth(s): depth = 0 max_depth = 0 for c in s: if c == '(': depth += 1 max_depth = max(max_depth, depth) elif c == ')': depth -= 1 return max_depth return [max_depth(group) for group in paren_string.split(' ') if group]
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'filter_substring'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'strings'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'substring'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'return_statement', 'children': ['8']}; {'id': '8', 'type': 'list_comprehension', 'children': ['9', '10', '13']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '10', 'type': 'for_in_clause', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'strings'}; {'id': '13', 'type': 'if_clause', 'children': ['14']}; {'id': '14', 'type': 'comparison_operator', 'children': ['15', '16'], 'value': 'in'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'substring'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'x'}
def filter_substring(strings, substring): return [x for x in strings if substring in x]
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'calculate_sum_and_product'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '14', '26']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'sum_value'}; {'id': '9', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'prod_value'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '14', 'type': 'for_statement', 'children': ['15', '16', '17']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '17', 'type': 'block', 'children': ['18', '22']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'augmented_assignment', 'children': ['20', '21'], 'value': '+='}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'sum_value'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'augmented_assignment', 'children': ['24', '25'], 'value': '*='}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'prod_value'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '26', 'type': 'return_statement', 'children': ['27']}; {'id': '27', 'type': 'expression_list', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'sum_value'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'prod_value'}
def calculate_sum_and_product(numbers): sum_value = 0 prod_value = 1 for n in numbers: sum_value += n prod_value *= n return sum_value, prod_value
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'track_running_max'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '5', 'type': 'block', 'children': ['6', '10', '14', '44']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'running_max'}; {'id': '9', 'type': 'None', 'children': []}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '13', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '14', 'type': 'for_statement', 'children': ['15', '16', '17']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'numbers'}; {'id': '17', 'type': 'block', 'children': ['18', '37']}; {'id': '18', 'type': 'if_statement', 'children': ['19', '22', '27']}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': 'is'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'running_max'}; {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'running_max'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '27', 'type': 'else_clause', 'children': ['28']}; {'id': '28', 'type': 'block', 'children': ['29']}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'running_max'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'running_max'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'running_max'}; {'id': '44', 'type': 'return_statement', 'children': ['45']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'result'}
def track_running_max(numbers): running_max = None result = [] for n in numbers: if running_max is None: running_max = n else: running_max = max(running_max, n) result.append(running_max) return result
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '63']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '19']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'for_statement', 'children': ['21', '22', '31']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}; {'id': '25', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '26', 'type': 'binary_operator', 'children': ['27', '30'], 'value': '-'}; {'id': '27', 'type': 'binary_operator', 'children': ['28', '29'], 'value': '-'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '30', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'if_statement', 'children': ['33', '42']}; {'id': '33', 'type': 'comparison_operator', 'children': ['34', '37'], 'value': '>'}; {'id': '34', 'type': 'subscript', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '39', 'type': 'binary_operator', 'children': ['40', '41'], 'value': '+'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '54']}; {'id': '45', 'type': 'pattern_list', 'children': ['46', '49']}; {'id': '46', 'type': 'subscript', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '49', 'type': 'subscript', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '51', 'type': 'binary_operator', 'children': ['52', '53'], 'value': '+'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '53', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '54', 'type': 'expression_list', 'children': ['55', '60']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '57', 'type': 'binary_operator', 'children': ['58', '59'], 'value': '+'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '59', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'arr'}
def function(arr): n = len(arr) for i in range(n): for j in range(0, n - i - 1): if arr[j] > arr[j + 1]: arr[j], arr[j + 1] = arr[j + 1], arr[j] return arr
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'Size'}; {'id': '6', 'type': 'block', 'children': ['7', '17', '24', '31', '42', '53', '71', '75', '118']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '14']}; {'id': '8', 'type': 'comparison_operator', 'children': ['9', '13'], 'value': '<'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'return_statement', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'Num'}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '41'], 'value': '+'}; {'id': '35', 'type': 'binary_operator', 'children': ['36', '40'], 'value': '//'}; {'id': '36', 'type': '()', 'children': ['37']}; {'id': '37', 'type': 'binary_operator', 'children': ['38', '39'], 'value': '-'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'Size'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '45', 'type': 'list_comprehension', 'children': ['46', '47']}; {'id': '46', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '47', 'type': 'for_in_clause', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'Num'}; {'id': '53', 'type': 'for_statement', 'children': ['54', '55', '56']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'call', 'children': ['59', '69']}; {'id': '59', 'type': 'attribute', 'children': ['60', '68']}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '62', 'type': 'binary_operator', 'children': ['63', '67'], 'value': '//'}; {'id': '63', 'type': '()', 'children': ['64']}; {'id': '64', 'type': 'binary_operator', 'children': ['65', '66'], 'value': '-'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'Size'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '74', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '75', 'type': 'for_statement', 'children': ['76', '77', '78']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '78', 'type': 'block', 'children': ['79', '84']}; {'id': '79', 'type': 'if_statement', 'children': ['80', '82']}; {'id': '80', 'type': 'not_operator', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '82', 'type': 'block', 'children': ['83']}; {'id': '83', 'type': 'continue_statement', 'children': []}; {'id': '84', 'type': 'if_statement', 'children': ['85', '88', '96']}; {'id': '85', 'type': 'comparison_operator', 'children': ['86', '87'], 'value': '=='}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'Size'}; {'id': '87', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '88', 'type': 'block', 'children': ['89']}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'call', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '96', 'type': 'else_clause', 'children': ['97']}; {'id': '97', 'type': 'block', 'children': ['98', '107']}; {'id': '98', 'type': 'if_statement', 'children': ['99', '102']}; {'id': '99', 'type': 'comparison_operator', 'children': ['100', '101'], 'value': '=='}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'Num'}; {'id': '101', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '102', 'type': 'block', 'children': ['103']}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'augmented_assignment', 'children': ['105', '106'], 'value': '-='}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'Size'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'call', 'children': ['109', '112']}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'function'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'Size'}; {'id': '118', 'type': 'return_statement', 'children': ['119']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'res'}
def function(nums, Size): if len(nums) < 2: return nums minimum = min(nums) maximum = max(nums) Num = (maximum - minimum) // Size + 1 s = [[] for _ in range(Num)] for num in nums: s[(num - minimum) // Size].append(num) res = [] for t in s: if not t: continue if Size == 1: res.extend(t) else: if Num == 1: Size -= 1 res.extend(function(t, Size)) return res
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '19', '26', '33', '45', '57', '61', '93']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '9']}; {'id': '7', 'type': 'not_operator', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '36', 'type': 'binary_operator', 'children': ['37', '39'], 'value': '*'}; {'id': '37', 'type': 'list', 'children': ['38'], 'value': '[0]'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '39', 'type': '()', 'children': ['40']}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '44'], 'value': '+'}; {'id': '41', 'type': 'binary_operator', 'children': ['42', '43'], 'value': '-'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '45', 'type': 'for_statement', 'children': ['46', '47', '48']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '48', 'type': 'block', 'children': ['49']}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'augmented_assignment', 'children': ['51', '56'], 'value': '+='}; {'id': '51', 'type': 'subscript', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '53', 'type': 'binary_operator', 'children': ['54', '55'], 'value': '-'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '61', 'type': 'for_statement', 'children': ['62', '63', '67']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '67', 'type': 'block', 'children': ['68', '79', '87']}; {'id': '68', 'type': 'while_statement', 'children': ['69', '74']}; {'id': '69', 'type': 'comparison_operator', 'children': ['70', '73'], 'value': '=='}; {'id': '70', 'type': 'subscript', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '73', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '74', 'type': 'block', 'children': ['75']}; {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'augmented_assignment', 'children': ['77', '78'], 'value': '+='}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '84']}; {'id': '81', 'type': 'subscript', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '84', 'type': 'binary_operator', 'children': ['85', '86'], 'value': '+'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'augmented_assignment', 'children': ['89', '92'], 'value': '-='}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '92', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '93', 'type': 'return_statement', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'nums'}
def function(nums): if not nums: return [] n = len(nums) minimum = min(nums) maximum = max(nums) tmp_arr = [0] * (maximum - minimum + 1) for num in nums: tmp_arr[num - minimum] += 1 j = 0 for i in range(n): while tmp_arr[j] == 0: j += 1 nums[i] = j + minimum tmp_arr[j] -= 1 return nums
{'id': '0', 'type': 'module', 'children': ['1', '94']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function1'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '19', '27', '47', '67']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '14', 'type': 'binary_operator', 'children': ['15', '18'], 'value': '+'}; {'id': '15', 'type': 'binary_operator', 'children': ['16', '17'], 'value': '*'}; {'id': '16', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '22', 'type': 'binary_operator', 'children': ['23', '26'], 'value': '+'}; {'id': '23', 'type': 'binary_operator', 'children': ['24', '25'], 'value': '*'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '27', 'type': 'if_statement', 'children': ['28', '42']}; {'id': '28', 'type': 'boolean_operator', 'children': ['29', '35'], 'value': 'and'}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '31'], 'value': '<'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '39'], 'value': '>'}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '47', 'type': 'if_statement', 'children': ['48', '62']}; {'id': '48', 'type': 'boolean_operator', 'children': ['49', '55'], 'value': 'and'}; {'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': '<'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '55', 'type': 'comparison_operator', 'children': ['56', '59'], 'value': '>'}; {'id': '56', 'type': 'subscript', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '59', 'type': 'subscript', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '62', 'type': 'block', 'children': ['63']}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '67', 'type': 'if_statement', 'children': ['68', '71']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': '!='}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '71', 'type': 'block', 'children': ['72', '88']}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '81']}; {'id': '74', 'type': 'pattern_list', 'children': ['75', '78']}; {'id': '75', 'type': 'subscript', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '78', 'type': 'subscript', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '81', 'type': 'expression_list', 'children': ['82', '85']}; {'id': '82', 'type': 'subscript', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'call', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'function1'}; {'id': '91', 'type': 'argument_list', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '94', 'type': 'function_definition', 'children': ['95', '96', '98']}; {'id': '95', 'type': 'function_name', 'children': [], 'value': 'function2'}; {'id': '96', 'type': 'parameters', 'children': ['97']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '98', 'type': 'block', 'children': ['99', '123', '130']}; {'id': '99', 'type': 'for_statement', 'children': ['100', '101', '116']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '103', 'type': 'argument_list', 'children': ['104', '112', '114']}; {'id': '104', 'type': 'binary_operator', 'children': ['105', '111'], 'value': '-'}; {'id': '105', 'type': 'binary_operator', 'children': ['106', '110'], 'value': '//'}; {'id': '106', 'type': 'call', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '108', 'type': 'argument_list', 'children': ['109']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '110', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '111', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '112', 'type': 'unary_operator', 'children': ['113'], 'value': '-'}; {'id': '113', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '114', 'type': 'unary_operator', 'children': ['115'], 'value': '-'}; {'id': '115', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '116', 'type': 'block', 'children': ['117']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'function1'}; {'id': '120', 'type': 'argument_list', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '123', 'type': 'expression_statement', 'children': ['124']}; {'id': '124', 'type': 'assignment', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '126', 'type': 'call', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '128', 'type': 'argument_list', 'children': ['129']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '130', 'type': 'for_statement', 'children': ['131', '132', '141']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '132', 'type': 'call', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '134', 'type': 'argument_list', 'children': ['135', '138', '139']}; {'id': '135', 'type': 'binary_operator', 'children': ['136', '137'], 'value': '-'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '137', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '138', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '139', 'type': 'unary_operator', 'children': ['140'], 'value': '-'}; {'id': '140', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '141', 'type': 'block', 'children': ['142', '158']}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}; {'id': '143', 'type': 'assignment', 'children': ['144', '151']}; {'id': '144', 'type': 'pattern_list', 'children': ['145', '148']}; {'id': '145', 'type': 'subscript', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '147', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '148', 'type': 'subscript', 'children': ['149', '150']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '151', 'type': 'expression_list', 'children': ['152', '155']}; {'id': '152', 'type': 'subscript', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '155', 'type': 'subscript', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '157', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}; {'id': '159', 'type': 'call', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'function1'}; {'id': '161', 'type': 'argument_list', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '163', 'type': 'integer', 'children': [], 'value': '0'}
def function1(arr, index): largest = index left = 2 * index + 1 right = 2 * index + 2 if left < len(arr) and arr[left] > arr[largest]: largest = left if right < len(arr) and arr[right] > arr[largest]: largest = right if largest!= index: arr[largest], arr[index] = arr[index], arr[largest] function1(arr, largest) def function2(arr): for i in range(len(arr) // 2 - 1, -1, -1): function1(arr, i) n = len(arr) for i in range(n - 1, 0, -1): arr[0], arr[i] = arr[i], arr[0] function1(arr, 0)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '57']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '20']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'for_statement', 'children': ['22', '23', '27']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '36']}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '33'], 'value': '<'}; {'id': '30', 'type': 'subscript', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '36', 'type': 'block', 'children': ['37', '47', '56']}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'insert'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '44', 'type': 'subscript', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'binary_operator', 'children': ['54', '55'], 'value': '+'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'break_statement', 'children': []}; {'id': '57', 'type': 'return_statement', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'relist'}
def function(relist): length = len(relist) for i in range(1, length): for j in range(i): if relist[i] < relist[j]: relist.insert(j,relist[i]) relist.pop(i+1) break return relist
{'id': '0', 'type': 'module', 'children': ['1', '74']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function1'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '42', '57', '72']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '10', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '11', 'type': 'while_statement', 'children': ['12', '15']}; {'id': '12', 'type': 'boolean_operator', 'children': ['13', '14'], 'value': 'and'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'conditional_expression', 'children': ['23', '29', '36'], 'value': 'if'}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '33'], 'value': '<='}; {'id': '30', 'type': 'subscript', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '35', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '42', 'type': 'while_statement', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '57', 'type': 'while_statement', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '72', 'type': 'return_statement', 'children': ['73']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '74', 'type': 'function_definition', 'children': ['75', '76', '78']}; {'id': '75', 'type': 'function_name', 'children': [], 'value': 'function2'}; {'id': '76', 'type': 'parameters', 'children': ['77']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '78', 'type': 'block', 'children': ['79', '89', '98', '109', '120']}; {'id': '79', 'type': 'if_statement', 'children': ['80', '86']}; {'id': '80', 'type': 'comparison_operator', 'children': ['81', '85'], 'value': '<='}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '85', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '86', 'type': 'block', 'children': ['87']}; {'id': '87', 'type': 'return_statement', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'assignment', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'mid_index'}; {'id': '92', 'type': 'binary_operator', 'children': ['93', '97'], 'value': '//'}; {'id': '93', 'type': 'call', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '97', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'function2'}; {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'subscript', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '106', 'type': 'slice', 'children': ['107', '108']}; {'id': '107', 'type': 'colon', 'children': []}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'mid_index'}; {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '112', 'type': 'call', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'function2'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'subscript', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '117', 'type': 'slice', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'mid_index'}; {'id': '119', 'type': 'colon', 'children': []}; {'id': '120', 'type': 'return_statement', 'children': ['121']}; {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'function1'}; {'id': '123', 'type': 'argument_list', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'right'}
def function1(left, right): result = [] while left and right: result.append(left.pop(0) if left[0] <= right[0] else right.pop(0)) while left: result.append(left.pop(0)) while right: result.append(right.pop(0)) return result def function2(relist): if len(relist) <= 1: return relist mid_index = len(relist)//2 left = function2(relist[:mid_index]) right = function2(relist[mid_index:]) return function1(left, right)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '7', 'type': 'block', 'children': ['8', '14', '20', '24', '28', '79', '85', '94']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '12']}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '11'], 'value': '>='}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'return_statement', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '17', 'type': 'subscript', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '28', 'type': 'while_statement', 'children': ['29', '32']}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '31'], 'value': '<'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '32', 'type': 'block', 'children': ['33', '48', '56', '71']}; {'id': '33', 'type': 'while_statement', 'children': ['34', '43']}; {'id': '34', 'type': 'boolean_operator', 'children': ['35', '38'], 'value': 'and'}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': '<'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '42'], 'value': '>='}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'augmented_assignment', 'children': ['46', '47'], 'value': '-='}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '53']}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '56', 'type': 'while_statement', 'children': ['57', '66']}; {'id': '57', 'type': 'boolean_operator', 'children': ['58', '61'], 'value': 'and'}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': '<'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '61', 'type': 'comparison_operator', 'children': ['62', '65'], 'value': '<'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'augmented_assignment', 'children': ['69', '70'], 'value': '+='}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '70', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '76']}; {'id': '73', 'type': 'subscript', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '76', 'type': 'subscript', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '84']}; {'id': '81', 'type': 'subscript', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'function'}; {'id': '88', 'type': 'argument_list', 'children': ['89', '90', '91']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '91', 'type': 'binary_operator', 'children': ['92', '93'], 'value': '-'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '93', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}; {'id': '95', 'type': 'call', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'function'}; {'id': '97', 'type': 'argument_list', 'children': ['98', '99', '102']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '99', 'type': 'binary_operator', 'children': ['100', '101'], 'value': '+'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '101', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'last'}
def function(alist, first, last): if first >= last: return mid_value = alist[first] low = first high = last while low < high: while low < high and alist[high] >= mid_value: high -= 1 alist[low] = alist[high] while low < high and alist[low] < mid_value: low += 1 alist[high] = alist[low] alist[low] = mid_value function(alist, first, low-1) function(alist, low+1, last)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '19', '29', '40', '48', '113']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '9']}; {'id': '7', 'type': 'not_operator', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'digit'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'list_1'}; {'id': '32', 'type': 'list_comprehension', 'children': ['33', '34']}; {'id': '33', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '34', 'type': 'for_in_clause', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '45']}; {'id': '42', 'type': 'pattern_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'div'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'mod'}; {'id': '45', 'type': 'expression_list', 'children': ['46', '47']}; {'id': '46', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '48', 'type': 'for_statement', 'children': ['49', '50', '54']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'digit'}; {'id': '54', 'type': 'block', 'children': ['55', '72', '76', '80', '84']}; {'id': '55', 'type': 'for_statement', 'children': ['56', '57', '58']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '58', 'type': 'block', 'children': ['59']}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'call', 'children': ['61', '70']}; {'id': '61', 'type': 'attribute', 'children': ['62', '69']}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'list_1'}; {'id': '64', 'type': 'binary_operator', 'children': ['65', '68'], 'value': '//'}; {'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '%'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'mod'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'div'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'augmented_assignment', 'children': ['74', '75'], 'value': '*='}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'div'}; {'id': '75', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'augmented_assignment', 'children': ['78', '79'], 'value': '*='}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'mod'}; {'id': '79', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '83', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '84', 'type': 'for_statement', 'children': ['85', '86', '90']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '86', 'type': 'call', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}; {'id': '89', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '90', 'type': 'block', 'children': ['91', '107']}; {'id': '91', 'type': 'for_statement', 'children': ['92', '93', '96']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '93', 'type': 'subscript', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'list_1'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '96', 'type': 'block', 'children': ['97', '103']}; {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '102']}; {'id': '99', 'type': 'subscript', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'augmented_assignment', 'children': ['105', '106'], 'value': '+='}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'assignment', 'children': ['109', '112']}; {'id': '109', 'type': 'subscript', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'list_1'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '112', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '113', 'type': 'return_statement', 'children': ['114']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'nums'}
def function(nums): if not nums: return [] maximum = max(nums) digit = len(str(maximum)) list_1 = [[] for _ in range(10)] div, mod = 1, 10 for i in range(digit): for num in nums: list_1[num % mod // div].append(num) div *= 10 mod *= 10 idx = 0 for j in range(10): for item in list_1[j]: nums[idx] = item idx += 1 list_1[j] = [] return nums
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '63']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '19']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '19', 'type': 'block', 'children': ['20', '24', '47']}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '24', 'type': 'for_statement', 'children': ['25', '26', '33']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '32']}; {'id': '29', 'type': 'binary_operator', 'children': ['30', '31'], 'value': '+'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '31', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'if_statement', 'children': ['35', '42']}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '39'], 'value': '<'}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '56']}; {'id': '49', 'type': 'pattern_list', 'children': ['50', '53']}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '56', 'type': 'expression_list', 'children': ['57', '60']}; {'id': '57', 'type': 'subscript', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'arr'}
def function(arr): n = len(arr) for i in range(n): min_index = i for j in range(i + 1, n): if arr[j] < arr[min_index]: min_index = j arr[i], arr[min_index] = arr[min_index], arr[i] return arr
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'function'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '19', '75']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '16', 'type': 'binary_operator', 'children': ['17', '18'], 'value': '//'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '19', 'type': 'while_statement', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '21', 'type': 'block', 'children': ['22', '71']}; {'id': '22', 'type': 'for_statement', 'children': ['23', '24', '29']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'while_statement', 'children': ['31', '46']}; {'id': '31', 'type': 'boolean_operator', 'children': ['32', '37'], 'value': 'and'}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '36'], 'value': '>='}; {'id': '33', 'type': 'binary_operator', 'children': ['34', '35'], 'value': '-'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '36', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '37', 'type': 'comparison_operator', 'children': ['38', '43'], 'value': '>'}; {'id': '38', 'type': 'subscript', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '42'], 'value': '-'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '43', 'type': 'subscript', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '46', 'type': 'block', 'children': ['47', '67']}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '58']}; {'id': '49', 'type': 'pattern_list', 'children': ['50', '55']}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '52', 'type': 'binary_operator', 'children': ['53', '54'], 'value': '-'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '58', 'type': 'expression_list', 'children': ['59', '62']}; {'id': '59', 'type': 'subscript', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '64', 'type': 'binary_operator', 'children': ['65', '66'], 'value': '-'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'augmented_assignment', 'children': ['69', '70'], 'value': '-='}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'augmented_assignment', 'children': ['73', '74'], 'value': '//='}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '74', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'nums'}
def function(nums): n = len(nums) gap = n // 2 while gap: for i in range(gap, n): while i - gap >= 0 and nums[i - gap] > nums[i]: nums[i - gap], nums[i] = nums[i], nums[i - gap] i -= gap gap //= 2 return nums
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'bubbleSort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '63']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '19']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'for_statement', 'children': ['21', '22', '31']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '24', 'type': 'argument_list', 'children': ['25', '26']}; {'id': '25', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '26', 'type': 'binary_operator', 'children': ['27', '30'], 'value': '-'}; {'id': '27', 'type': 'binary_operator', 'children': ['28', '29'], 'value': '-'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '30', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'if_statement', 'children': ['33', '42']}; {'id': '33', 'type': 'comparison_operator', 'children': ['34', '37'], 'value': '>'}; {'id': '34', 'type': 'subscript', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '39', 'type': 'binary_operator', 'children': ['40', '41'], 'value': '+'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '54']}; {'id': '45', 'type': 'pattern_list', 'children': ['46', '49']}; {'id': '46', 'type': 'subscript', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '49', 'type': 'subscript', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '51', 'type': 'binary_operator', 'children': ['52', '53'], 'value': '+'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '53', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '54', 'type': 'expression_list', 'children': ['55', '60']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '57', 'type': 'binary_operator', 'children': ['58', '59'], 'value': '+'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '59', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'arr'}
def bubbleSort(arr): n = len(arr) for i in range(n): for j in range(0, n - i - 1): if arr[j] > arr[j + 1]: arr[j], arr[j + 1] = arr[j + 1], arr[j] return arr
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'bucket_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'bucketSize'}; {'id': '6', 'type': 'block', 'children': ['7', '17', '24', '31', '42', '53', '71', '75', '118']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '14']}; {'id': '8', 'type': 'comparison_operator', 'children': ['9', '13'], 'value': '<'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'return_statement', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'bucketNum'}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '41'], 'value': '+'}; {'id': '35', 'type': 'binary_operator', 'children': ['36', '40'], 'value': '//'}; {'id': '36', 'type': '()', 'children': ['37']}; {'id': '37', 'type': 'binary_operator', 'children': ['38', '39'], 'value': '-'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'bucketSize'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'buckets'}; {'id': '45', 'type': 'list_comprehension', 'children': ['46', '47']}; {'id': '46', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '47', 'type': 'for_in_clause', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'bucketNum'}; {'id': '53', 'type': 'for_statement', 'children': ['54', '55', '56']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'call', 'children': ['59', '69']}; {'id': '59', 'type': 'attribute', 'children': ['60', '68']}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'buckets'}; {'id': '62', 'type': 'binary_operator', 'children': ['63', '67'], 'value': '//'}; {'id': '63', 'type': '()', 'children': ['64']}; {'id': '64', 'type': 'binary_operator', 'children': ['65', '66'], 'value': '-'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'bucketSize'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '74', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '75', 'type': 'for_statement', 'children': ['76', '77', '78']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'bucket'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'buckets'}; {'id': '78', 'type': 'block', 'children': ['79', '84']}; {'id': '79', 'type': 'if_statement', 'children': ['80', '82']}; {'id': '80', 'type': 'not_operator', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'bucket'}; {'id': '82', 'type': 'block', 'children': ['83']}; {'id': '83', 'type': 'continue_statement', 'children': []}; {'id': '84', 'type': 'if_statement', 'children': ['85', '88', '96']}; {'id': '85', 'type': 'comparison_operator', 'children': ['86', '87'], 'value': '=='}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'bucketSize'}; {'id': '87', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '88', 'type': 'block', 'children': ['89']}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'call', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'bucket'}; {'id': '96', 'type': 'else_clause', 'children': ['97']}; {'id': '97', 'type': 'block', 'children': ['98', '107']}; {'id': '98', 'type': 'if_statement', 'children': ['99', '102']}; {'id': '99', 'type': 'comparison_operator', 'children': ['100', '101'], 'value': '=='}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'bucketNum'}; {'id': '101', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '102', 'type': 'block', 'children': ['103']}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'augmented_assignment', 'children': ['105', '106'], 'value': '-='}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'bucketSize'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'call', 'children': ['109', '112']}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'res'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'bucket_sort'}; {'id': '115', 'type': 'argument_list', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'bucket'}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'bucketSize'}; {'id': '118', 'type': 'return_statement', 'children': ['119']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'res'}
def bucket_sort(nums, bucketSize): if len(nums) < 2: return nums minimum = min(nums) maximum = max(nums) bucketNum = (maximum - minimum) // bucketSize + 1 buckets = [[] for _ in range(bucketNum)] for num in nums: buckets[(num - minimum) // bucketSize].append(num) res = [] for bucket in buckets: if not bucket: continue if bucketSize == 1: res.extend(bucket) else: if bucketNum == 1: bucketSize -= 1 res.extend(bucket_sort(bucket, bucketSize)) return res
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'counting_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '19', '26', '33', '45', '57', '61', '93']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '9']}; {'id': '7', 'type': 'not_operator', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'min'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '36', 'type': 'binary_operator', 'children': ['37', '39'], 'value': '*'}; {'id': '37', 'type': 'list', 'children': ['38'], 'value': '[0]'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '39', 'type': '()', 'children': ['40']}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '44'], 'value': '+'}; {'id': '41', 'type': 'binary_operator', 'children': ['42', '43'], 'value': '-'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '44', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '45', 'type': 'for_statement', 'children': ['46', '47', '48']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '48', 'type': 'block', 'children': ['49']}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'augmented_assignment', 'children': ['51', '56'], 'value': '+='}; {'id': '51', 'type': 'subscript', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '53', 'type': 'binary_operator', 'children': ['54', '55'], 'value': '-'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '61', 'type': 'for_statement', 'children': ['62', '63', '67']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '63', 'type': 'call', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '67', 'type': 'block', 'children': ['68', '79', '87']}; {'id': '68', 'type': 'while_statement', 'children': ['69', '74']}; {'id': '69', 'type': 'comparison_operator', 'children': ['70', '73'], 'value': '=='}; {'id': '70', 'type': 'subscript', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '73', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '74', 'type': 'block', 'children': ['75']}; {'id': '75', 'type': 'expression_statement', 'children': ['76']}; {'id': '76', 'type': 'augmented_assignment', 'children': ['77', '78'], 'value': '+='}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '84']}; {'id': '81', 'type': 'subscript', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '84', 'type': 'binary_operator', 'children': ['85', '86'], 'value': '+'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'minimum'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'augmented_assignment', 'children': ['89', '92'], 'value': '-='}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'tmp_arr'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '92', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '93', 'type': 'return_statement', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'nums'}
def counting_sort(nums): if not nums: return [] n = len(nums) minimum = min(nums) maximum = max(nums) tmp_arr = [0] * (maximum - minimum + 1) for num in nums: tmp_arr[num - minimum] += 1 j = 0 for i in range(n): while tmp_arr[j] == 0: j += 1 nums[i] = j + minimum tmp_arr[j] -= 1 return nums
{'id': '0', 'type': 'module', 'children': ['1', '94']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'heapify'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '19', '27', '47', '67']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '14', 'type': 'binary_operator', 'children': ['15', '18'], 'value': '+'}; {'id': '15', 'type': 'binary_operator', 'children': ['16', '17'], 'value': '*'}; {'id': '16', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '22', 'type': 'binary_operator', 'children': ['23', '26'], 'value': '+'}; {'id': '23', 'type': 'binary_operator', 'children': ['24', '25'], 'value': '*'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '27', 'type': 'if_statement', 'children': ['28', '42']}; {'id': '28', 'type': 'boolean_operator', 'children': ['29', '35'], 'value': 'and'}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '31'], 'value': '<'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '39'], 'value': '>'}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '47', 'type': 'if_statement', 'children': ['48', '62']}; {'id': '48', 'type': 'boolean_operator', 'children': ['49', '55'], 'value': 'and'}; {'id': '49', 'type': 'comparison_operator', 'children': ['50', '51'], 'value': '<'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '51', 'type': 'call', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '55', 'type': 'comparison_operator', 'children': ['56', '59'], 'value': '>'}; {'id': '56', 'type': 'subscript', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '59', 'type': 'subscript', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '62', 'type': 'block', 'children': ['63']}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '67', 'type': 'if_statement', 'children': ['68', '71']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '70'], 'value': '!='}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '71', 'type': 'block', 'children': ['72', '88']}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '81']}; {'id': '74', 'type': 'pattern_list', 'children': ['75', '78']}; {'id': '75', 'type': 'subscript', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '78', 'type': 'subscript', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '81', 'type': 'expression_list', 'children': ['82', '85']}; {'id': '82', 'type': 'subscript', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'call', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'heapify'}; {'id': '91', 'type': 'argument_list', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'largest'}; {'id': '94', 'type': 'function_definition', 'children': ['95', '96', '98']}; {'id': '95', 'type': 'function_name', 'children': [], 'value': 'heapSort'}; {'id': '96', 'type': 'parameters', 'children': ['97']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '98', 'type': 'block', 'children': ['99', '123', '130']}; {'id': '99', 'type': 'for_statement', 'children': ['100', '101', '116']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '103', 'type': 'argument_list', 'children': ['104', '112', '114']}; {'id': '104', 'type': 'binary_operator', 'children': ['105', '111'], 'value': '-'}; {'id': '105', 'type': 'binary_operator', 'children': ['106', '110'], 'value': '//'}; {'id': '106', 'type': 'call', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '108', 'type': 'argument_list', 'children': ['109']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '110', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '111', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '112', 'type': 'unary_operator', 'children': ['113'], 'value': '-'}; {'id': '113', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '114', 'type': 'unary_operator', 'children': ['115'], 'value': '-'}; {'id': '115', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '116', 'type': 'block', 'children': ['117']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'heapify'}; {'id': '120', 'type': 'argument_list', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '123', 'type': 'expression_statement', 'children': ['124']}; {'id': '124', 'type': 'assignment', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '126', 'type': 'call', 'children': ['127', '128']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '128', 'type': 'argument_list', 'children': ['129']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '130', 'type': 'for_statement', 'children': ['131', '132', '141']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '132', 'type': 'call', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '134', 'type': 'argument_list', 'children': ['135', '138', '139']}; {'id': '135', 'type': 'binary_operator', 'children': ['136', '137'], 'value': '-'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '137', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '138', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '139', 'type': 'unary_operator', 'children': ['140'], 'value': '-'}; {'id': '140', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '141', 'type': 'block', 'children': ['142', '158']}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}; {'id': '143', 'type': 'assignment', 'children': ['144', '151']}; {'id': '144', 'type': 'pattern_list', 'children': ['145', '148']}; {'id': '145', 'type': 'subscript', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '147', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '148', 'type': 'subscript', 'children': ['149', '150']}; {'id': '149', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '151', 'type': 'expression_list', 'children': ['152', '155']}; {'id': '152', 'type': 'subscript', 'children': ['153', '154']}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '155', 'type': 'subscript', 'children': ['156', '157']}; {'id': '156', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '157', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '158', 'type': 'expression_statement', 'children': ['159']}; {'id': '159', 'type': 'call', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': 'heapify'}; {'id': '161', 'type': 'argument_list', 'children': ['162', '163']}; {'id': '162', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '163', 'type': 'integer', 'children': [], 'value': '0'}
def heapify(arr, index): largest = index left = 2 * index + 1 right = 2 * index + 2 if left < len(arr) and arr[left] > arr[largest]: largest = left if right < len(arr) and arr[right] > arr[largest]: largest = right if largest!= index: arr[largest], arr[index] = arr[index], arr[largest] heapify(arr, largest) def heapSort(arr): for i in range(len(arr) // 2 - 1, -1, -1): heapify(arr, i) n = len(arr) for i in range(n - 1, 0, -1): arr[0], arr[i] = arr[i], arr[0] heapify(arr, 0)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'insertSort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '57']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '20']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19']}; {'id': '18', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'for_statement', 'children': ['22', '23', '27']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'if_statement', 'children': ['29', '36']}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '33'], 'value': '<'}; {'id': '30', 'type': 'subscript', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '36', 'type': 'block', 'children': ['37', '47', '56']}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'insert'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '44', 'type': 'subscript', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'binary_operator', 'children': ['54', '55'], 'value': '+'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '55', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '56', 'type': 'break_statement', 'children': []}; {'id': '57', 'type': 'return_statement', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'relist'}
def insertSort(relist): length = len(relist) for i in range(1, length): for j in range(i): if relist[i] < relist[j]: relist.insert(j,relist[i]) relist.pop(i+1) break return relist
{'id': '0', 'type': 'module', 'children': ['1', '74']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'merge'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '42', '57', '72']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '10', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '11', 'type': 'while_statement', 'children': ['12', '15']}; {'id': '12', 'type': 'boolean_operator', 'children': ['13', '14'], 'value': 'and'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'conditional_expression', 'children': ['23', '29', '36'], 'value': 'if'}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '33'], 'value': '<='}; {'id': '30', 'type': 'subscript', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '32', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '35', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '42', 'type': 'while_statement', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '55', 'type': 'argument_list', 'children': ['56']}; {'id': '56', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '57', 'type': 'while_statement', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'pop'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '72', 'type': 'return_statement', 'children': ['73']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '74', 'type': 'function_definition', 'children': ['75', '76', '78']}; {'id': '75', 'type': 'function_name', 'children': [], 'value': 'mergeSort'}; {'id': '76', 'type': 'parameters', 'children': ['77']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '78', 'type': 'block', 'children': ['79', '89', '98', '109', '120']}; {'id': '79', 'type': 'if_statement', 'children': ['80', '86']}; {'id': '80', 'type': 'comparison_operator', 'children': ['81', '85'], 'value': '<='}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '85', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '86', 'type': 'block', 'children': ['87']}; {'id': '87', 'type': 'return_statement', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '89', 'type': 'expression_statement', 'children': ['90']}; {'id': '90', 'type': 'assignment', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'mid_index'}; {'id': '92', 'type': 'binary_operator', 'children': ['93', '97'], 'value': '//'}; {'id': '93', 'type': 'call', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '97', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'mergeSort'}; {'id': '103', 'type': 'argument_list', 'children': ['104']}; {'id': '104', 'type': 'subscript', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '106', 'type': 'slice', 'children': ['107', '108']}; {'id': '107', 'type': 'colon', 'children': []}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'mid_index'}; {'id': '109', 'type': 'expression_statement', 'children': ['110']}; {'id': '110', 'type': 'assignment', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '112', 'type': 'call', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'mergeSort'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'subscript', 'children': ['116', '117']}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'relist'}; {'id': '117', 'type': 'slice', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'mid_index'}; {'id': '119', 'type': 'colon', 'children': []}; {'id': '120', 'type': 'return_statement', 'children': ['121']}; {'id': '121', 'type': 'call', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'merge'}; {'id': '123', 'type': 'argument_list', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'right'}
def merge(left, right): result = [] while left and right: result.append(left.pop(0) if left[0] <= right[0] else right.pop(0)) while left: result.append(left.pop(0)) while right: result.append(right.pop(0)) return result def mergeSort(relist): if len(relist) <= 1: return relist mid_index = len(relist)//2 left = mergeSort(relist[:mid_index]) right = mergeSort(relist[mid_index:]) return merge(left, right)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'quick_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '7', 'type': 'block', 'children': ['8', '14', '20', '24', '28', '79', '85', '94']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '12']}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '11'], 'value': '>='}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'return_statement', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '17', 'type': 'subscript', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'last'}; {'id': '28', 'type': 'while_statement', 'children': ['29', '32']}; {'id': '29', 'type': 'comparison_operator', 'children': ['30', '31'], 'value': '<'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '32', 'type': 'block', 'children': ['33', '48', '56', '71']}; {'id': '33', 'type': 'while_statement', 'children': ['34', '43']}; {'id': '34', 'type': 'boolean_operator', 'children': ['35', '38'], 'value': 'and'}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': '<'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '42'], 'value': '>='}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'augmented_assignment', 'children': ['46', '47'], 'value': '-='}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '48', 'type': 'expression_statement', 'children': ['49']}; {'id': '49', 'type': 'assignment', 'children': ['50', '53']}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '56', 'type': 'while_statement', 'children': ['57', '66']}; {'id': '57', 'type': 'boolean_operator', 'children': ['58', '61'], 'value': 'and'}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': '<'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '61', 'type': 'comparison_operator', 'children': ['62', '65'], 'value': '<'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'augmented_assignment', 'children': ['69', '70'], 'value': '+='}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '70', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '76']}; {'id': '73', 'type': 'subscript', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'high'}; {'id': '76', 'type': 'subscript', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '79', 'type': 'expression_statement', 'children': ['80']}; {'id': '80', 'type': 'assignment', 'children': ['81', '84']}; {'id': '81', 'type': 'subscript', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'mid_value'}; {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'quick_sort'}; {'id': '88', 'type': 'argument_list', 'children': ['89', '90', '91']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'first'}; {'id': '91', 'type': 'binary_operator', 'children': ['92', '93'], 'value': '-'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '93', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}; {'id': '95', 'type': 'call', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'quick_sort'}; {'id': '97', 'type': 'argument_list', 'children': ['98', '99', '102']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'alist'}; {'id': '99', 'type': 'binary_operator', 'children': ['100', '101'], 'value': '+'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'low'}; {'id': '101', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'last'}
def quick_sort(alist, first, last): if first >= last: return mid_value = alist[first] low = first high = last while low < high: while low < high and alist[high] >= mid_value: high -= 1 alist[low] = alist[high] while low < high and alist[low] < mid_value: low += 1 alist[high] = alist[low] alist[low] = mid_value quick_sort(alist, first, low-1) quick_sort(alist, low+1, last)
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'Radix_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '19', '29', '40', '48', '113']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '9']}; {'id': '7', 'type': 'not_operator', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'max_digit'}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'maximum'}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'bucket_list'}; {'id': '32', 'type': 'list_comprehension', 'children': ['33', '34']}; {'id': '33', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '34', 'type': 'for_in_clause', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'assignment', 'children': ['42', '45']}; {'id': '42', 'type': 'pattern_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'div'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'mod'}; {'id': '45', 'type': 'expression_list', 'children': ['46', '47']}; {'id': '46', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '48', 'type': 'for_statement', 'children': ['49', '50', '54']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'max_digit'}; {'id': '54', 'type': 'block', 'children': ['55', '72', '76', '80', '84']}; {'id': '55', 'type': 'for_statement', 'children': ['56', '57', '58']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '58', 'type': 'block', 'children': ['59']}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'call', 'children': ['61', '70']}; {'id': '61', 'type': 'attribute', 'children': ['62', '69']}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'bucket_list'}; {'id': '64', 'type': 'binary_operator', 'children': ['65', '68'], 'value': '//'}; {'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '%'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'mod'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'div'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'augmented_assignment', 'children': ['74', '75'], 'value': '*='}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'div'}; {'id': '75', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'augmented_assignment', 'children': ['78', '79'], 'value': '*='}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'mod'}; {'id': '79', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'assignment', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '83', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '84', 'type': 'for_statement', 'children': ['85', '86', '90']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '86', 'type': 'call', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}; {'id': '89', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '90', 'type': 'block', 'children': ['91', '107']}; {'id': '91', 'type': 'for_statement', 'children': ['92', '93', '96']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '93', 'type': 'subscript', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'bucket_list'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '96', 'type': 'block', 'children': ['97', '103']}; {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '102']}; {'id': '99', 'type': 'subscript', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'augmented_assignment', 'children': ['105', '106'], 'value': '+='}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '106', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '107', 'type': 'expression_statement', 'children': ['108']}; {'id': '108', 'type': 'assignment', 'children': ['109', '112']}; {'id': '109', 'type': 'subscript', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'bucket_list'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '112', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '113', 'type': 'return_statement', 'children': ['114']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'nums'}
def Radix_sort(nums): if not nums: return [] maximum = max(nums) max_digit = len(str(maximum)) bucket_list = [[] for _ in range(10)] div, mod = 1, 10 for i in range(max_digit): for num in nums: bucket_list[num % mod // div].append(num) div *= 10 mod *= 10 idx = 0 for j in range(10): for item in bucket_list[j]: nums[idx] = item idx += 1 bucket_list[j] = [] return nums
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'selection_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '63']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '13', 'type': 'for_statement', 'children': ['14', '15', '19']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '19', 'type': 'block', 'children': ['20', '24', '47']}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '24', 'type': 'for_statement', 'children': ['25', '26', '33']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '32']}; {'id': '29', 'type': 'binary_operator', 'children': ['30', '31'], 'value': '+'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '31', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'if_statement', 'children': ['35', '42']}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '39'], 'value': '<'}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '39', 'type': 'subscript', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '56']}; {'id': '49', 'type': 'pattern_list', 'children': ['50', '53']}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '56', 'type': 'expression_list', 'children': ['57', '60']}; {'id': '57', 'type': 'subscript', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'min_index'}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'arr'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'arr'}
def selection_sort(arr): n = len(arr) for i in range(n): min_index = i for j in range(i + 1, n): if arr[j] < arr[min_index]: min_index = j arr[i], arr[min_index] = arr[min_index], arr[i] return arr
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'shell_sort'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '19', '75']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '11', 'type': 'argument_list', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '16', 'type': 'binary_operator', 'children': ['17', '18'], 'value': '//'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '19', 'type': 'while_statement', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '21', 'type': 'block', 'children': ['22', '71']}; {'id': '22', 'type': 'for_statement', 'children': ['23', '24', '29']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '29', 'type': 'block', 'children': ['30']}; {'id': '30', 'type': 'while_statement', 'children': ['31', '46']}; {'id': '31', 'type': 'boolean_operator', 'children': ['32', '37'], 'value': 'and'}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '36'], 'value': '>='}; {'id': '33', 'type': 'binary_operator', 'children': ['34', '35'], 'value': '-'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '36', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '37', 'type': 'comparison_operator', 'children': ['38', '43'], 'value': '>'}; {'id': '38', 'type': 'subscript', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '40', 'type': 'binary_operator', 'children': ['41', '42'], 'value': '-'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '43', 'type': 'subscript', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '46', 'type': 'block', 'children': ['47', '67']}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '58']}; {'id': '49', 'type': 'pattern_list', 'children': ['50', '55']}; {'id': '50', 'type': 'subscript', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '52', 'type': 'binary_operator', 'children': ['53', '54'], 'value': '-'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '58', 'type': 'expression_list', 'children': ['59', '62']}; {'id': '59', 'type': 'subscript', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '62', 'type': 'subscript', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'nums'}; {'id': '64', 'type': 'binary_operator', 'children': ['65', '66'], 'value': '-'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'augmented_assignment', 'children': ['69', '70'], 'value': '-='}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'augmented_assignment', 'children': ['73', '74'], 'value': '//='}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'gap'}; {'id': '74', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'nums'}
def shell_sort(nums): n = len(nums) gap = n // 2 while gap: for i in range(gap, n): while i - gap >= 0 and nums[i - gap] > nums[i]: nums[i - gap], nums[i] = nums[i], nums[i - gap] i -= gap gap //= 2 return nums

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