sequence stringlengths 902 12k | docstring stringlengths 4 15.2k |
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{'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'structure'}; {'id': '18', 'type': 'block', 'children': ['19']}; {'id': '19', 'type': 'return_statement', 'children': ['20']}; {'id': '20', 'type': 'None', 'children': []}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'sg'}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'SpacegroupAnalyzer'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'structure'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'symmops'}; {'id': '33', 'type': 'call', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'sg'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'get_point_group_operations'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'cartesian'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'cartesian'}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'dot'}; {'id': '48', 'type': 'argument_list', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'kpoint'}; {'id': '50', 'type': 'list_comprehension', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'rotation_matrix'}; {'id': '54', 'type': 'for_in_clause', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'm'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'symmops'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'rm_list'}; {'id': '60', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '61', 'type': 'for_statement', 'children': ['62', '63', '72']}; {'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': 'binary_operator', 'children': ['67', '71'], 'value': '-'}; {'id': '67', 'type': 'call', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '69', 'type': 'argument_list', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '71', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '72', 'type': 'block', 'children': ['73']}; {'id': '73', 'type': 'for_statement', 'children': ['74', '75', '85']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '75', 'type': 'call', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '77', 'type': 'argument_list', 'children': ['78', '81']}; {'id': '78', 'type': 'binary_operator', 'children': ['79', '80'], 'value': '+'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '80', 'type': 'integer', 'children': [], 'value': '1'}; {'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': 'points'}; {'id': '85', 'type': 'block', 'children': ['86']}; {'id': '86', 'type': 'if_statement', 'children': ['87', '106']}; {'id': '87', 'type': 'call', 'children': ['88', '91']}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'allclose'}; {'id': '91', 'type': 'argument_list', 'children': ['92', '101', '105']}; {'id': '92', 'type': 'call', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'pbc_diff'}; {'id': '94', 'type': 'argument_list', 'children': ['95', '98']}; {'id': '95', 'type': 'subscript', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '98', 'type': 'subscript', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'j'}; {'id': '101', 'type': 'list', 'children': ['102', '103', '104'], 'value': '[0, 0, 0]'}; {'id': '102', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '103', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '104', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'tol'}; {'id': '106', 'type': 'block', 'children': ['107', '114']}; {'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': 'rm_list'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '114', 'type': 'break_statement', 'children': []}; {'id': '115', 'type': 'return_statement', 'children': ['116']}; {'id': '116', 'type': 'call', 'children': ['117', '120']}; {'id': '117', 'type': 'attribute', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'delete'}; {'id': '120', 'type': 'argument_list', 'children': ['121', '122', '123']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'rm_list'}; {'id': '123', 'type': 'keyword_argument', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '125', 'type': 'integer', 'children': [], 'value': '0'} | Returns a list of unique symmetrically equivalent k-points.
Args:
kpoint (1x3 array): coordinate of the k-point
cartesian (bool): kpoint is in cartesian or fractional coordinates
tol (float): tolerance below which coordinates are considered equal
Returns:
([1x3 array] or None): if structure is not available returns None |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'CreateBlockDeviceMap'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'image_id'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'instance_type'}; {'id': '7', 'type': 'block', 'children': ['8', '19', '25', '28', '36', '69']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'ec2'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'get_image'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'image_id'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'block_device_map'}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'image'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'block_device_mapping'}; {'id': '25', 'type': 'assert_statement', 'children': ['26']}; {'id': '26', 'type': '()', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'block_device_map'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'ephemeral_device_names'}; {'id': '31', 'type': 'list', 'children': ['32', '33', '34', '35'], 'value': "['/dev/sdb', '/dev/sdc', '/dev/sdd', '/dev/sde']"}; {'id': '32', 'type': 'string', 'children': [], 'value': "'/dev/sdb'"}; {'id': '33', 'type': 'string', 'children': [], 'value': "'/dev/sdc'"}; {'id': '34', 'type': 'string', 'children': [], 'value': "'/dev/sdd'"}; {'id': '35', 'type': 'string', 'children': [], 'value': "'/dev/sde'"}; {'id': '36', 'type': 'for_statement', 'children': ['37', '40', '44']}; {'id': '37', 'type': 'pattern_list', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'device_name'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'ephemeral_device_names'}; {'id': '44', 'type': 'block', 'children': ['45', '52', '63']}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '48', 'type': 'binary_operator', 'children': ['49', '50'], 'value': '%'}; {'id': '49', 'type': 'string', 'children': [], 'value': "'ephemeral%d'"}; {'id': '50', 'type': '()', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'bdt'}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'blockdevicemapping'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'BlockDeviceType'}; {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'keyword_argument', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'ephemeral_name'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '68']}; {'id': '65', 'type': 'subscript', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'block_device_map'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'device_name'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'bdt'}; {'id': '69', 'type': 'return_statement', 'children': ['70']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'block_device_map'} | If you launch without specifying a manual device block mapping, you may
not get all the ephemeral devices available to the given instance type.
This will build one that ensures all available ephemeral devices are
mapped. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_configure_ebs_volume'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'vol_type'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'delete_on_termination'}; {'id': '9', 'type': 'block', 'children': ['10', '22', '28', '34', '45', '57', '63']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'root_dev'}; {'id': '13', 'type': 'call', 'children': ['14', '21']}; {'id': '14', 'type': 'attribute', 'children': ['15', '20']}; {'id': '15', 'type': 'attribute', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'boto'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'ec2'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'blockdevicemapping'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'BlockDeviceType'}; {'id': '21', 'type': 'argument_list', 'children': []}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'root_dev'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'delete_on_termination'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'delete_on_termination'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'root_dev'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'volume_type'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'vol_type'}; {'id': '34', 'type': 'if_statement', 'children': ['35', '38']}; {'id': '35', 'type': 'comparison_operator', 'children': ['36', '37'], 'value': '!='}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '37', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '38', 'type': 'block', 'children': ['39']}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'root_dev'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'size'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'bdm'}; {'id': '48', 'type': 'call', 'children': ['49', '56']}; {'id': '49', 'type': 'attribute', 'children': ['50', '55']}; {'id': '50', 'type': 'attribute', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'boto'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'ec2'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'blockdevicemapping'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'BlockDeviceMapping'}; {'id': '56', 'type': 'argument_list', 'children': []}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '62']}; {'id': '59', 'type': 'subscript', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'bdm'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'root_dev'}; {'id': '63', 'type': 'return_statement', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'bdm'} | Sets the desired root EBS size, otherwise the default EC2 value is used.
:param vol_type: Type of EBS storage - gp2 (SSD), io1 or standard (magnetic)
:type vol_type: str
:param size: Desired root EBS size.
:type size: int
:param delete_on_termination: Toggle this flag to delete EBS volume on termination.
:type delete_on_termination: bool
:return: A BlockDeviceMapping object.
:rtype: object |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'to_dict'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '14', '22']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_get_session'}; {'id': '13', 'type': 'argument_list', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'snapshot'}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '_get_snapshot'}; {'id': '21', 'type': 'argument_list', 'children': []}; {'id': '22', 'type': 'return_statement', 'children': ['23']}; {'id': '23', 'type': 'dictionary', 'children': ['24', '29']}; {'id': '24', 'type': 'pair', 'children': ['25', '26']}; {'id': '25', 'type': 'string', 'children': [], 'value': '"session_id"'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': '_session_id'}; {'id': '29', 'type': 'pair', 'children': ['30', '31']}; {'id': '30', 'type': 'string', 'children': [], 'value': '"transaction_id"'}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'snapshot'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': '_transaction_id'} | Return state as a dictionary.
Result can be used to serialize the instance and reconstitute
it later using :meth:`from_dict`.
:rtype: dict |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'getopt'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '25']}; {'id': '10', 'type': 'for_statement', 'children': ['11', '14', '17']}; {'id': '11', 'type': 'pattern_list', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'pairs'}; {'id': '17', 'type': 'block', 'children': ['18']}; {'id': '18', 'type': 'if_statement', 'children': ['19', '22']}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '21'], 'value': '=='}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'default'} | Returns the first option value stored that matches p or default. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_fetch_dataframe'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '133', '153']}; {'id': '6', 'type': 'function_definition', 'children': ['7', '8', '10']}; {'id': '7', 'type': 'function_name', 'children': [], 'value': 'reshape'}; {'id': '8', 'type': 'parameters', 'children': ['9']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '10', 'type': 'block', 'children': ['11', '15', '48', '56', '64', '81', '91', '101', '107', '113', '131']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '14', 'type': 'dictionary', 'children': []}; {'id': '15', 'type': 'for_statement', 'children': ['16', '19', '26']}; {'id': '16', 'type': 'pattern_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '19', 'type': 'call', 'children': ['20', '25']}; {'id': '20', 'type': 'attribute', 'children': ['21', '24']}; {'id': '21', 'type': 'subscript', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '23', 'type': 'string', 'children': [], 'value': "'TunedHyperParameters'"}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '25', 'type': 'argument_list', 'children': []}; {'id': '26', 'type': 'block', 'children': ['27', '42']}; {'id': '27', 'type': 'try_statement', 'children': ['28', '36']}; {'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': 'v'}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '36', 'type': 'except_clause', 'children': ['37', '40']}; {'id': '37', 'type': 'tuple', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'pass_statement', 'children': []}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '47']}; {'id': '44', 'type': 'subscript', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'k'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'v'}; {'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': 'out'}; {'id': '52', 'type': 'string', 'children': [], 'value': "'TrainingJobName'"}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '55', 'type': 'string', 'children': [], 'value': "'TrainingJobName'"}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '61']}; {'id': '58', 'type': 'subscript', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '60', 'type': 'string', 'children': [], 'value': "'TrainingJobStatus'"}; {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '63', 'type': 'string', 'children': [], 'value': "'TrainingJobStatus'"}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'assignment', 'children': ['66', '69']}; {'id': '66', 'type': 'subscript', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '68', 'type': 'string', 'children': [], 'value': "'FinalObjectiveValue'"}; {'id': '69', 'type': 'call', 'children': ['70', '79']}; {'id': '70', 'type': 'attribute', 'children': ['71', '78']}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '75', 'type': 'argument_list', 'children': ['76', '77']}; {'id': '76', 'type': 'string', 'children': [], 'value': "'FinalHyperParameterTuningJobObjectiveMetric'"}; {'id': '77', 'type': 'dictionary', 'children': []}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'string', 'children': [], 'value': "'Value'"}; {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'assignment', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '84', 'type': 'call', 'children': ['85', '88']}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '88', 'type': 'argument_list', 'children': ['89', '90']}; {'id': '89', 'type': 'string', 'children': [], 'value': "'TrainingStartTime'"}; {'id': '90', 'type': 'None', 'children': []}; {'id': '91', 'type': 'expression_statement', 'children': ['92']}; {'id': '92', 'type': 'assignment', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'end_time'}; {'id': '94', 'type': 'call', 'children': ['95', '98']}; {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'training_summary'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '98', 'type': 'argument_list', 'children': ['99', '100']}; {'id': '99', 'type': 'string', 'children': [], 'value': "'TrainingEndTime'"}; {'id': '100', 'type': 'None', 'children': []}; {'id': '101', 'type': 'expression_statement', 'children': ['102']}; {'id': '102', 'type': 'assignment', 'children': ['103', '106']}; {'id': '103', 'type': 'subscript', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '105', 'type': 'string', 'children': [], 'value': "'TrainingStartTime'"}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'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': 'out'}; {'id': '111', 'type': 'string', 'children': [], 'value': "'TrainingEndTime'"}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'end_time'}; {'id': '113', 'type': 'if_statement', 'children': ['114', '117']}; {'id': '114', 'type': 'boolean_operator', 'children': ['115', '116'], 'value': 'and'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'end_time'}; {'id': '117', 'type': 'block', 'children': ['118']}; {'id': '118', 'type': 'expression_statement', 'children': ['119']}; {'id': '119', 'type': 'assignment', 'children': ['120', '123']}; {'id': '120', 'type': 'subscript', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '122', 'type': 'string', 'children': [], 'value': "'TrainingElapsedTimeSeconds'"}; {'id': '123', 'type': 'call', 'children': ['124', '130']}; {'id': '124', 'type': 'attribute', 'children': ['125', '129']}; {'id': '125', 'type': '()', 'children': ['126']}; {'id': '126', 'type': 'binary_operator', 'children': ['127', '128'], 'value': '-'}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'end_time'}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'start_time'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'total_seconds'}; {'id': '130', 'type': 'argument_list', 'children': []}; {'id': '131', 'type': 'return_statement', 'children': ['132']}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '133', 'type': 'expression_statement', 'children': ['134']}; {'id': '134', 'type': 'assignment', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'df'}; {'id': '136', 'type': 'call', 'children': ['137', '140']}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'pd'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'DataFrame'}; {'id': '140', 'type': 'argument_list', 'children': ['141']}; {'id': '141', 'type': 'list_comprehension', 'children': ['142', '146']}; {'id': '142', 'type': 'call', 'children': ['143', '144']}; {'id': '143', 'type': 'identifier', 'children': [], 'value': 'reshape'}; {'id': '144', 'type': 'argument_list', 'children': ['145']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'tjs'}; {'id': '146', 'type': 'for_in_clause', 'children': ['147', '148']}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'tjs'}; {'id': '148', 'type': 'call', 'children': ['149', '152']}; {'id': '149', 'type': 'attribute', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '151', 'type': 'identifier', 'children': [], 'value': 'training_job_summaries'}; {'id': '152', 'type': 'argument_list', 'children': []}; {'id': '153', 'type': 'return_statement', 'children': ['154']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'df'} | Return a pandas dataframe with all the training jobs, along with their
hyperparameters, results, and metadata. This also includes a column to indicate
if a training job was the best seen so far. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'export_modifications'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '19', '23', '93']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '12']}; {'id': '7', 'type': 'comparison_operator', 'children': ['8', '11'], 'value': 'is not'}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '__modified_data__'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'return_statement', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'export_data'}; {'id': '18', 'type': 'argument_list', 'children': []}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '22', 'type': 'dictionary', 'children': []}; {'id': '23', 'type': 'for_statement', 'children': ['24', '27', '33']}; {'id': '24', 'type': 'pattern_list', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'enumerate'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': '__original_data__'}; {'id': '33', 'type': 'block', 'children': ['34', '57']}; {'id': '34', 'type': 'try_statement', 'children': ['35', '53']}; {'id': '35', 'type': 'block', 'children': ['36', '45']}; {'id': '36', 'type': 'if_statement', 'children': ['37', '43']}; {'id': '37', 'type': 'not_operator', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'is_modified'}; {'id': '42', 'type': 'argument_list', 'children': []}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'continue_statement', 'children': []}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'modifications'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'export_modifications'}; {'id': '52', 'type': 'argument_list', 'children': []}; {'id': '53', 'type': 'except_clause', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'AttributeError'}; {'id': '55', 'type': 'block', 'children': ['56']}; {'id': '56', 'type': 'continue_statement', 'children': []}; {'id': '57', 'type': 'try_statement', 'children': ['58', '84']}; {'id': '58', 'type': 'block', 'children': ['59']}; {'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': 'update'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'dictionary_comprehension', 'children': ['66', '75']}; {'id': '66', 'type': 'pair', 'children': ['67', '74']}; {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'string', 'children': [], 'value': "'{}.{}'"}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '71', 'type': 'argument_list', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '75', 'type': 'for_in_clause', 'children': ['76', '79']}; {'id': '76', 'type': 'pattern_list', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'v'}; {'id': '79', 'type': 'call', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'modifications'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '83', 'type': 'argument_list', 'children': []}; {'id': '84', 'type': 'except_clause', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'AttributeError'}; {'id': '86', 'type': 'block', 'children': ['87']}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '92']}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'modifications'}; {'id': '93', 'type': 'return_statement', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'result'} | Returns list modifications. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'pop_fw_local'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'tenant_id'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'net_id'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'direc'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'node_ip'}; {'id': '9', 'type': 'block', 'children': ['10', '19', '28', '37', '66', '95']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'net'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'get_network'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'net_id'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'serv_obj'}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'get_service_obj'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'tenant_id'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'serv_obj'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'update_fw_local_cache'}; {'id': '33', 'type': 'argument_list', 'children': ['34', '35', '36']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'net_id'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'direc'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'node_ip'}; {'id': '37', 'type': 'if_statement', 'children': ['38', '41']}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': 'is not'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'net'}; {'id': '40', 'type': 'None', 'children': []}; {'id': '41', 'type': 'block', 'children': ['42', '58']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'net_dict'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'fill_dcnm_net_info'}; {'id': '49', 'type': 'argument_list', 'children': ['50', '51', '52', '55']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'tenant_id'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'direc'}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'net'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'vlan'}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'net'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'segmentation_id'}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'serv_obj'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'store_dcnm_net_dict'}; {'id': '63', 'type': 'argument_list', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'net_dict'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'direc'}; {'id': '66', 'type': 'if_statement', 'children': ['67', '70', '82']}; {'id': '67', 'type': 'comparison_operator', 'children': ['68', '69'], 'value': '=='}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'direc'}; {'id': '69', 'type': 'string', 'children': [], 'value': '"in"'}; {'id': '70', 'type': 'block', 'children': ['71']}; {'id': '71', 'type': 'expression_statement', 'children': ['72']}; {'id': '72', 'type': 'assignment', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '74', 'type': 'call', 'children': ['75', '80']}; {'id': '75', 'type': 'attribute', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'service_in_ip'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'get_subnet_by_netid'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'net_id'}; {'id': '82', 'type': 'else_clause', 'children': ['83']}; {'id': '83', 'type': 'block', 'children': ['84']}; {'id': '84', 'type': 'expression_statement', 'children': ['85']}; {'id': '85', 'type': 'assignment', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '87', 'type': 'call', 'children': ['88', '93']}; {'id': '88', 'type': 'attribute', 'children': ['89', '92']}; {'id': '89', 'type': 'attribute', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'service_out_ip'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'get_subnet_by_netid'}; {'id': '93', 'type': 'argument_list', 'children': ['94']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'net_id'}; {'id': '95', 'type': 'if_statement', 'children': ['96', '99']}; {'id': '96', 'type': 'comparison_operator', 'children': ['97', '98'], 'value': 'is not'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '98', 'type': 'None', 'children': []}; {'id': '99', 'type': 'block', 'children': ['100', '135']}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'assignment', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'subnet_dict'}; {'id': '103', 'type': 'call', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'fill_dcnm_subnet_info'}; {'id': '107', 'type': 'argument_list', 'children': ['108', '109', '110', '116', '122', '128', '134']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'tenant_id'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '110', 'type': 'call', 'children': ['111', '114']}; {'id': '111', 'type': 'attribute', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'get_start_ip'}; {'id': '114', 'type': 'argument_list', 'children': ['115']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '116', 'type': 'call', 'children': ['117', '120']}; {'id': '117', 'type': 'attribute', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'get_end_ip'}; {'id': '120', 'type': 'argument_list', 'children': ['121']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '122', 'type': 'call', 'children': ['123', '126']}; {'id': '123', 'type': 'attribute', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'get_gateway'}; {'id': '126', 'type': 'argument_list', 'children': ['127']}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '128', 'type': 'call', 'children': ['129', '132']}; {'id': '129', 'type': 'attribute', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'get_secondary_gateway'}; {'id': '132', 'type': 'argument_list', 'children': ['133']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'subnet'}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'direc'}; {'id': '135', 'type': 'expression_statement', 'children': ['136']}; {'id': '136', 'type': 'call', 'children': ['137', '140']}; {'id': '137', 'type': 'attribute', 'children': ['138', '139']}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'serv_obj'}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'store_dcnm_subnet_dict'}; {'id': '140', 'type': 'argument_list', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'subnet_dict'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'direc'} | Populate the local cache.
Read the Network DB and populate the local cache.
Read the subnet from the Subnet DB, given the net_id and populate the
cache. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set_pragmas'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'pragmas'}; {'id': '6', 'type': 'block', 'children': ['7', '13', '23', '47']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'pragmas'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'pragmas'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '16', 'type': 'call', 'children': ['17', '22']}; {'id': '17', 'type': 'attribute', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'conn'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'cursor'}; {'id': '22', 'type': 'argument_list', 'children': []}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'executescript'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'string', 'children': [], 'value': "';\\n'"}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'list_comprehension', 'children': ['35', '38']}; {'id': '35', 'type': 'binary_operator', 'children': ['36', '37'], 'value': '%'}; {'id': '36', 'type': 'string', 'children': [], 'value': "'PRAGMA %s=%s'"}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '38', 'type': 'for_in_clause', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '40', 'type': 'call', 'children': ['41', '46']}; {'id': '41', 'type': 'attribute', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'pragmas'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '46', 'type': 'argument_list', 'children': []}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '54']}; {'id': '49', 'type': 'attribute', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'conn'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'commit'}; {'id': '54', 'type': 'argument_list', 'children': []} | Set pragmas for the current database connection.
Parameters
----------
pragmas : dict
Dictionary of pragmas; see constants.default_pragmas for a template
and http://www.sqlite.org/pragma.html for a full list. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_admin_metadata_from_uri'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'uri'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'config_path'}; {'id': '6', 'type': 'block', 'children': ['7', '18', '26', '34']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'uri'}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'dtoolcore'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'utils'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'sanitise_uri'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'uri'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'storage_broker'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_get_storage_broker'}; {'id': '23', 'type': 'argument_list', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'uri'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'config_path'}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'admin_metadata'}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'storage_broker'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'get_admin_metadata'}; {'id': '33', 'type': 'argument_list', 'children': []}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'admin_metadata'} | Helper function for getting admin metadata. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'declare_local_operator'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'raw_model'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '22', '37', '45']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'onnx_name'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'get_unique_operator_name'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '25', 'type': 'call', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'Operator'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '29', '32', '33', '34']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'onnx_name'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'raw_model'}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'target_opset'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '44']}; {'id': '39', 'type': 'subscript', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'operators'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'onnx_name'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'operator'}; {'id': '45', 'type': 'return_statement', 'children': ['46']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'operator'} | This function is used to declare new local operator. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sort'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'columnId'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'order'}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'Qt'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'AscendingOrder'}; {'id': '11', 'type': 'block', 'children': ['12', '20', '28', '38', '57', '65']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'call', 'children': ['14', '19']}; {'id': '14', 'type': 'attribute', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'layoutAboutToBeChanged'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'emit'}; {'id': '19', 'type': 'argument_list', 'children': []}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '27']}; {'id': '22', 'type': 'attribute', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'sortingAboutToStart'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'emit'}; {'id': '27', 'type': 'argument_list', 'children': []}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'column'}; {'id': '31', 'type': 'subscript', 'children': ['32', '37']}; {'id': '32', 'type': 'attribute', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': '_dataFrame'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'columns'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'columnId'}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '45']}; {'id': '40', 'type': 'attribute', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': '_dataFrame'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'sort_values'}; {'id': '45', 'type': 'argument_list', 'children': ['46', '47', '54']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'column'}; {'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'ascending'}; {'id': '49', 'type': 'not_operator', 'children': ['50']}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'bool'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'order'}; {'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'inplace'}; {'id': '56', 'type': 'True', 'children': []}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'call', 'children': ['59', '64']}; {'id': '59', 'type': 'attribute', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'layoutChanged'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'emit'}; {'id': '64', 'type': 'argument_list', 'children': []}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '72']}; {'id': '67', 'type': 'attribute', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'sortingFinished'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'emit'}; {'id': '72', 'type': 'argument_list', 'children': []} | Sorts the model column
After sorting the data in ascending or descending order, a signal
`layoutChanged` is emitted.
:param: columnId (int)
the index of the column to sort on.
:param: order (Qt::SortOrder, optional)
descending(1) or ascending(0). defaults to Qt.AscendingOrder |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'metadata'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'entityids'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'extended'}; {'id': '9', 'type': 'False', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'api_key'}; {'id': '12', 'type': 'None', 'children': []}; {'id': '13', 'type': 'block', 'children': ['14', '21', '30', '47', '57', '65', '70', '119']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'api_key'}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': '_get_api_key'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'api_key'}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'string', 'children': [], 'value': "'{}/metadata'"}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'USGS_API'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'payload'}; {'id': '33', 'type': 'dictionary', 'children': ['34']}; {'id': '34', 'type': 'pair', 'children': ['35', '36']}; {'id': '35', 'type': 'string', 'children': [], 'value': '"jsonRequest"'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'payloads'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'metadata'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42', '43', '44']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'dataset'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'entityids'}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'api_key'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'api_key'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'requests'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'post'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'payload'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '60', 'type': 'call', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '64', 'type': 'argument_list', 'children': []}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': '_check_for_usgs_error'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '70', 'type': 'if_statement', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'extended'}; {'id': '72', 'type': 'block', 'children': ['73', '83', '90']}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'metadata_urls'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '78', 'type': 'argument_list', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': '_get_metadata_url'}; {'id': '80', 'type': 'subscript', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '82', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'assignment', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'results'}; {'id': '86', 'type': 'call', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': '_async_requests'}; {'id': '88', 'type': 'argument_list', 'children': ['89']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'metadata_urls'}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}; {'id': '91', 'type': 'assignment', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '93', 'type': 'call', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '95', 'type': 'argument_list', 'children': ['96', '110']}; {'id': '96', 'type': 'lambda', 'children': ['97', '99']}; {'id': '97', 'type': 'lambda_parameters', 'children': ['98']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '99', 'type': 'call', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': '_get_extended'}; {'id': '101', 'type': 'argument_list', 'children': ['102', '107']}; {'id': '102', 'type': 'subscript', 'children': ['103', '106']}; {'id': '103', 'type': 'subscript', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '105', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '107', 'type': 'subscript', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'results'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'idx'}; {'id': '110', 'type': 'call', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '112', 'type': 'argument_list', 'children': ['113']}; {'id': '113', 'type': 'call', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '115', 'type': 'argument_list', 'children': ['116']}; {'id': '116', 'type': 'subscript', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '118', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '119', 'type': 'return_statement', 'children': ['120']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'response'} | Request metadata for a given scene in a USGS dataset.
:param dataset:
:param node:
:param entityids:
:param extended:
Send a second request to the metadata url to get extended metadata on the scene.
:param api_key: |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_project'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'machine_name'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '37', '76', '83', '104', '111', '128']}; {'id': '10', 'type': 'try_statement', 'children': ['11', '28']}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'account'}; {'id': '15', 'type': 'call', 'children': ['16', '21']}; {'id': '16', 'type': 'attribute', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'Account'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'objects'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '25']}; {'id': '22', 'type': 'keyword_argument', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '25', 'type': 'keyword_argument', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'date_deleted__isnull'}; {'id': '27', 'type': 'True', 'children': []}; {'id': '28', 'type': 'except_clause', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'Account'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'DoesNotExist'}; {'id': '32', 'type': 'block', 'children': ['33']}; {'id': '33', 'type': 'return_statement', 'children': ['34']}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '36'], 'value': '%'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"Account \'%s\' not found"'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'username'}; {'id': '37', 'type': 'if_statement', 'children': ['38', '41', '48']}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': 'is'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '40', 'type': 'None', 'children': []}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'account'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'default_project'}; {'id': '48', 'type': 'else_clause', 'children': ['49']}; {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'try_statement', 'children': ['51', '65']}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '55', 'type': 'call', 'children': ['56', '61']}; {'id': '56', 'type': 'attribute', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'Project'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'objects'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'keyword_argument', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'pid'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '65', 'type': 'except_clause', 'children': ['66', '69']}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'Project'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'DoesNotExist'}; {'id': '69', 'type': 'block', 'children': ['70']}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '73', 'type': 'attribute', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'account'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'default_project'}; {'id': '76', 'type': 'if_statement', 'children': ['77', '80']}; {'id': '77', 'type': 'comparison_operator', 'children': ['78', '79'], 'value': 'is'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '79', 'type': 'None', 'children': []}; {'id': '80', 'type': 'block', 'children': ['81']}; {'id': '81', 'type': 'return_statement', 'children': ['82']}; {'id': '82', 'type': 'string', 'children': [], 'value': '"None"'}; {'id': '83', 'type': 'if_statement', 'children': ['84', '97']}; {'id': '84', 'type': 'comparison_operator', 'children': ['85', '88'], 'value': 'not in'}; {'id': '85', 'type': 'attribute', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'account'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'person'}; {'id': '88', 'type': 'call', 'children': ['89', '96']}; {'id': '89', 'type': 'attribute', 'children': ['90', '95']}; {'id': '90', 'type': 'attribute', 'children': ['91', '94']}; {'id': '91', 'type': 'attribute', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'group'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'members'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '96', 'type': 'argument_list', 'children': []}; {'id': '97', 'type': 'block', 'children': ['98']}; {'id': '98', 'type': 'expression_statement', 'children': ['99']}; {'id': '99', 'type': 'assignment', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'account'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'default_project'}; {'id': '104', 'type': 'if_statement', 'children': ['105', '108']}; {'id': '105', 'type': 'comparison_operator', 'children': ['106', '107'], 'value': 'is'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '107', 'type': 'None', 'children': []}; {'id': '108', 'type': 'block', 'children': ['109']}; {'id': '109', 'type': 'return_statement', 'children': ['110']}; {'id': '110', 'type': 'string', 'children': [], 'value': '"None"'}; {'id': '111', 'type': 'if_statement', 'children': ['112', '125']}; {'id': '112', 'type': 'comparison_operator', 'children': ['113', '116'], 'value': 'not in'}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'account'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'person'}; {'id': '116', 'type': 'call', 'children': ['117', '124']}; {'id': '117', 'type': 'attribute', 'children': ['118', '123']}; {'id': '118', 'type': 'attribute', 'children': ['119', '122']}; {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'group'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'members'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '124', 'type': 'argument_list', 'children': []}; {'id': '125', 'type': 'block', 'children': ['126']}; {'id': '126', 'type': 'return_statement', 'children': ['127']}; {'id': '127', 'type': 'string', 'children': [], 'value': '"None"'}; {'id': '128', 'type': 'return_statement', 'children': ['129']}; {'id': '129', 'type': 'attribute', 'children': ['130', '131']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'pid'} | Used in the submit filter to make sure user is in project |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_update_indexes_for_deleted_object'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'collection'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'obj'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'for_statement', 'children': ['8', '9', '18']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '9', 'type': 'call', 'children': ['10', '17']}; {'id': '10', 'type': 'attribute', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'subscript', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_db'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'collection'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'indexes'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'block', 'children': ['19']}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': '_remove_from_index'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'obj'} | If an object is deleted, it should no longer be
indexed so this removes the object from all indexes
on the given collection. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '22', '28']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_random_node'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '13']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '5', 'type': 'typed_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'node_blacklist'}; {'id': '7', 'type': 'type', 'children': ['8']}; {'id': '8', 'type': 'generic_type', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'Set'}; {'id': '10', 'type': 'type_parameter', 'children': ['11']}; {'id': '11', 'type': 'type', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'BaseEntity'}; {'id': '13', 'type': 'typed_default_parameter', 'children': ['14', '15', '21']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'invert_degrees'}; {'id': '15', 'type': 'type', 'children': ['16']}; {'id': '16', 'type': 'generic_type', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'Optional'}; {'id': '18', 'type': 'type_parameter', 'children': ['19']}; {'id': '19', 'type': 'type', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'bool'}; {'id': '21', 'type': 'None', 'children': []}; {'id': '22', 'type': 'type', 'children': ['23']}; {'id': '23', 'type': 'generic_type', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'Optional'}; {'id': '25', 'type': 'type_parameter', 'children': ['26']}; {'id': '26', 'type': 'type', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'BaseEntity'}; {'id': '28', 'type': 'block', 'children': ['29', '70', '87', '95']}; {'id': '29', 'type': 'try_statement', 'children': ['30', '66']}; {'id': '30', 'type': 'block', 'children': ['31']}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '36']}; {'id': '33', 'type': 'pattern_list', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'degrees'}; {'id': '36', 'type': 'call', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'list_splat', 'children': ['40']}; {'id': '40', 'type': 'generator_expression', 'children': ['41', '44', '62']}; {'id': '41', 'type': 'tuple', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'degree'}; {'id': '44', 'type': 'for_in_clause', 'children': ['45', '48']}; {'id': '45', 'type': 'pattern_list', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'degree'}; {'id': '48', 'type': 'call', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '50', 'type': 'argument_list', 'children': ['51', '56']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'degree'}; {'id': '55', 'type': 'argument_list', 'children': []}; {'id': '56', 'type': 'keyword_argument', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '58', 'type': 'call', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'itemgetter'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '62', 'type': 'if_clause', 'children': ['63']}; {'id': '63', 'type': 'comparison_operator', 'children': ['64', '65'], 'value': 'not in'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'node_blacklist'}; {'id': '66', 'type': 'except_clause', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '68', 'type': 'block', 'children': ['69']}; {'id': '69', 'type': 'return_statement', 'children': []}; {'id': '70', 'type': 'if_statement', 'children': ['71', '76']}; {'id': '71', 'type': 'boolean_operator', 'children': ['72', '75'], 'value': 'or'}; {'id': '72', 'type': 'comparison_operator', 'children': ['73', '74'], 'value': 'is'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'invert_degrees'}; {'id': '74', 'type': 'None', 'children': []}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'invert_degrees'}; {'id': '76', 'type': 'block', 'children': ['77']}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'degrees'}; {'id': '80', 'type': 'list_comprehension', 'children': ['81', '84']}; {'id': '81', 'type': 'binary_operator', 'children': ['82', '83'], 'value': '/'}; {'id': '82', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'degree'}; {'id': '84', 'type': 'for_in_clause', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'degree'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'degrees'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'wrg'}; {'id': '90', 'type': 'call', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'WeightedRandomGenerator'}; {'id': '92', 'type': 'argument_list', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'nodes'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'degrees'}; {'id': '95', 'type': 'return_statement', 'children': ['96']}; {'id': '96', 'type': 'call', 'children': ['97', '100']}; {'id': '97', 'type': 'attribute', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'wrg'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'next'}; {'id': '100', 'type': 'argument_list', 'children': []} | Choose a node from the graph with probabilities based on their degrees.
:type graph: networkx.Graph
:param node_blacklist: Nodes to filter out
:param invert_degrees: Should the degrees be inverted? Defaults to true. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'body_as_str'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '7', 'type': 'string', 'children': [], 'value': "'UTF-8'"}; {'id': '8', 'type': 'block', 'children': ['9', '15', '45']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'body'}; {'id': '15', 'type': 'try_statement', 'children': ['16', '32', '42']}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'return_statement', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'string', 'children': [], 'value': '""'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '22', 'type': 'generator_expression', 'children': ['23', '29']}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '29', 'type': 'for_in_clause', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'b'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '32', 'type': 'except_clause', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'return_statement', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'text_type'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '42', 'type': 'except_clause', 'children': ['43']}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'pass_statement', 'children': []}; {'id': '45', 'type': 'try_statement', 'children': ['46', '54']}; {'id': '46', 'type': 'block', 'children': ['47']}; {'id': '47', 'type': 'return_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'encoding'}; {'id': '54', 'type': 'except_clause', 'children': ['55', '59']}; {'id': '55', 'type': 'as_pattern', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'Exception'}; {'id': '57', 'type': 'as_pattern_target', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '59', 'type': 'block', 'children': ['60']}; {'id': '60', 'type': 'raise_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'string', 'children': [], 'value': '"Message data is not compatible with string type: {}"'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'e'} | The body of the event data as a string if the data is of a
compatible type.
:param encoding: The encoding to use for decoding message data.
Default is 'UTF-8'
:rtype: str or unicode |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_restore_volume'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'fade'}; {'id': '6', 'type': 'block', 'children': ['7', '17', '48']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '14']}; {'id': '9', 'type': 'attribute', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'mute'}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'mute'}; {'id': '17', 'type': 'if_statement', 'children': ['18', '23', '42']}; {'id': '18', 'type': 'comparison_operator', 'children': ['19', '22'], 'value': '=='}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'volume'}; {'id': '22', 'type': 'integer', 'children': [], 'value': '100'}; {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'fixed_vol'}; {'id': '27', 'type': 'subscript', 'children': ['28', '41']}; {'id': '28', 'type': 'call', 'children': ['29', '36']}; {'id': '29', 'type': 'attribute', 'children': ['30', '35']}; {'id': '30', 'type': 'attribute', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'renderingControl'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'GetOutputFixed'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'list', 'children': ['38'], 'value': "[('InstanceID', 0)]"}; {'id': '38', 'type': 'tuple', 'children': ['39', '40']}; {'id': '39', 'type': 'string', 'children': [], 'value': "'InstanceID'"}; {'id': '40', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '41', 'type': 'string', 'children': [], 'value': "'CurrentFixed'"}; {'id': '42', 'type': 'else_clause', 'children': ['43']}; {'id': '43', 'type': 'block', 'children': ['44']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'fixed_vol'}; {'id': '47', 'type': 'False', 'children': []}; {'id': '48', 'type': 'if_statement', 'children': ['49', '51']}; {'id': '49', 'type': 'not_operator', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'fixed_vol'}; {'id': '51', 'type': 'block', 'children': ['52', '62', '72', '82']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '59']}; {'id': '54', 'type': 'attribute', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'bass'}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'bass'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '69']}; {'id': '64', 'type': 'attribute', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'treble'}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'treble'}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '79']}; {'id': '74', 'type': 'attribute', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'loudness'}; {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'loudness'}; {'id': '82', 'type': 'if_statement', 'children': ['83', '84', '104']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'fade'}; {'id': '84', 'type': 'block', 'children': ['85', '93']}; {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'assignment', 'children': ['87', '92']}; {'id': '87', 'type': 'attribute', 'children': ['88', '91']}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'volume'}; {'id': '92', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'call', 'children': ['95', '100']}; {'id': '95', 'type': 'attribute', 'children': ['96', '99']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'ramp_to_volume'}; {'id': '100', 'type': 'argument_list', 'children': ['101']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'volume'}; {'id': '104', 'type': 'else_clause', 'children': ['105']}; {'id': '105', 'type': 'block', 'children': ['106']}; {'id': '106', 'type': 'expression_statement', 'children': ['107']}; {'id': '107', 'type': 'assignment', 'children': ['108', '113']}; {'id': '108', 'type': 'attribute', 'children': ['109', '112']}; {'id': '109', 'type': 'attribute', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'device'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'volume'}; {'id': '113', 'type': 'attribute', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'volume'} | Reinstate volume.
Args:
fade (bool): Whether volume should be faded up on restore. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_ensure_extra_rows'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'N'}; {'id': '7', 'type': 'block', 'children': ['8', '18']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '11', 'type': 'subscript', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'graph'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'term'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '23']}; {'id': '20', 'type': 'subscript', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'extra_rows'"}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'N'}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'attrs'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33']}; {'id': '32', 'type': 'string', 'children': [], 'value': "'extra_rows'"}; {'id': '33', 'type': 'integer', 'children': [], 'value': '0'} | Ensure that we're going to compute at least N extra rows of `term`. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'ingest'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'dictionary_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '7', 'type': 'block', 'children': ['8', '18', '24', '28', '39']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '__name__'}; {'id': '11', 'type': 'binary_operator', 'children': ['12', '13'], 'value': '%'}; {'id': '12', 'type': 'string', 'children': [], 'value': "'%s.ingest'"}; {'id': '13', 'type': 'attribute', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': '__class__'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '__name__'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'schema_dict'}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'schema'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'path_to_root'}; {'id': '27', 'type': 'string', 'children': [], 'value': "'.'"}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'valid_data'}; {'id': '31', 'type': 'call', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': '_ingest_dict'}; {'id': '35', 'type': 'argument_list', 'children': ['36', '37', '38']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'schema_dict'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'path_to_root'}; {'id': '39', 'type': 'return_statement', 'children': ['40']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'valid_data'} | a core method to ingest and validate arbitrary keyword data
**NOTE: data is always returned with this method**
for each key in the model, a value is returned according
to the following priority:
1. value in kwargs if field passes validation test
2. default value declared for the key in the model
3. empty value appropriate to datatype of key in the model
**NOTE: as long as a default value is provided for each key-
value, returned data will be model valid
**NOTE: if 'extra_fields' is True for a dictionary, the key-
value pair of all fields in kwargs which are not declared in
the model will also be added to the corresponding dictionary
data
**NOTE: if 'max_size' is declared for a list, method will
stop adding input to the list once it reaches max size
:param kwargs: key, value pairs
:return: dictionary with keys and value |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'copy_neg'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '17', '27', '36', '46']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '9', 'type': 'call', 'children': ['10', '15']}; {'id': '10', 'type': 'attribute', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'mpfr'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'Mpfr_t'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': '__new__'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'BigFloat'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'mpfr'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'mpfr_init2'}; {'id': '22', 'type': 'argument_list', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'precision'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'new_sign'}; {'id': '30', 'type': 'not_operator', 'children': ['31']}; {'id': '31', 'type': 'call', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': '_sign'}; {'id': '35', 'type': 'argument_list', 'children': []}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'mpfr'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'mpfr_setsign'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '43', '44', '45']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'new_sign'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'ROUND_TIES_TO_EVEN'}; {'id': '46', 'type': 'return_statement', 'children': ['47']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'result'} | Return a copy of self with the opposite sign bit.
Unlike -self, this does not make use of the context: the result
has the same precision as the original. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_property_value_for_brok'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'prop'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'tab'}; {'id': '7', 'type': 'block', 'children': ['8', '14', '25', '31', '44']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'entry'}; {'id': '11', 'type': 'subscript', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'tab'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'prop'}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '21', '22']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'prop'}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'entry'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'pre_op'}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'entry'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'brok_transformation'}; {'id': '31', 'type': 'if_statement', 'children': ['32', '35']}; {'id': '32', 'type': 'comparison_operator', 'children': ['33', '34'], 'value': 'is not'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'pre_op'}; {'id': '34', 'type': 'None', 'children': []}; {'id': '35', 'type': 'block', 'children': ['36']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '39', 'type': 'call', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'pre_op'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '44', 'type': 'return_statement', 'children': ['45']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'value'} | Get the property of an object and brok_transformation if needed and return the value
:param prop: property name
:type prop: str
:param tab: object with all properties of an object
:type tab: object
:return: value of the property original or brok converted
:rtype: str |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_init_dict'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13', '63', '76', '122']}; {'id': '13', 'type': 'if_statement', 'children': ['14', '15', '37', '53']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '15', 'type': 'block', 'children': ['16', '30']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '21']}; {'id': '18', 'type': 'pattern_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'list_splat', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '29', 'type': 'argument_list', 'children': []}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'assignment', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '33', 'type': 'call', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '37', 'type': 'elif_clause', 'children': ['38', '41']}; {'id': '38', 'type': 'comparison_operator', 'children': ['39', '40'], 'value': 'is not'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '40', 'type': 'None', 'children': []}; {'id': '41', 'type': 'block', 'children': ['42', '49']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'na_value_for_dtype'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'assignment', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '53', 'type': 'else_clause', 'children': ['54']}; {'id': '54', 'type': 'block', 'children': ['55']}; {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'assignment', 'children': ['57', '60']}; {'id': '57', 'type': 'pattern_list', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '60', 'type': 'expression_list', 'children': ['61', '62']}; {'id': '61', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '62', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '63', 'type': 'expression_statement', 'children': ['64']}; {'id': '64', 'type': 'assignment', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '66', 'type': 'call', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'Series'}; {'id': '68', 'type': 'argument_list', 'children': ['69', '70', '73']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '70', 'type': 'keyword_argument', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '73', 'type': 'keyword_argument', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'dtype'}; {'id': '76', 'type': 'if_statement', 'children': ['77', '82', '95']}; {'id': '77', 'type': 'boolean_operator', 'children': ['78', '79'], 'value': 'and'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '79', 'type': 'comparison_operator', 'children': ['80', '81'], 'value': 'is not'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '81', 'type': 'None', 'children': []}; {'id': '82', 'type': 'block', 'children': ['83']}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'assignment', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'reindex'}; {'id': '90', 'type': 'argument_list', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'index'}; {'id': '92', 'type': 'keyword_argument', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '94', 'type': 'False', 'children': []}; {'id': '95', 'type': 'elif_clause', 'children': ['96', '107']}; {'id': '96', 'type': 'boolean_operator', 'children': ['97', '106'], 'value': 'and'}; {'id': '97', 'type': 'boolean_operator', 'children': ['98', '100'], 'value': 'and'}; {'id': '98', 'type': 'not_operator', 'children': ['99']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'PY36'}; {'id': '100', 'type': 'not_operator', 'children': ['101']}; {'id': '101', 'type': 'call', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '103', 'type': 'argument_list', 'children': ['104', '105']}; {'id': '104', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'OrderedDict'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '107', 'type': 'block', 'children': ['108']}; {'id': '108', 'type': 'try_statement', 'children': ['109', '118']}; {'id': '109', 'type': 'block', 'children': ['110']}; {'id': '110', 'type': 'expression_statement', 'children': ['111']}; {'id': '111', 'type': 'assignment', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '113', 'type': 'call', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'sort_index'}; {'id': '117', 'type': 'argument_list', 'children': []}; {'id': '118', 'type': 'except_clause', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '120', 'type': 'block', 'children': ['121']}; {'id': '121', 'type': 'pass_statement', 'children': []}; {'id': '122', 'type': 'return_statement', 'children': ['123']}; {'id': '123', 'type': 'expression_list', 'children': ['124', '127']}; {'id': '124', 'type': 'attribute', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': '_data'}; {'id': '127', 'type': 'attribute', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'index'} | Derive the "_data" and "index" attributes of a new Series from a
dictionary input.
Parameters
----------
data : dict or dict-like
Data used to populate the new Series
index : Index or index-like, default None
index for the new Series: if None, use dict keys
dtype : dtype, default None
dtype for the new Series: if None, infer from data
Returns
-------
_data : BlockManager for the new Series
index : index for the new Series |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'recall_score'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'y_true'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'y_pred'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'average'}; {'id': '8', 'type': 'string', 'children': [], 'value': "'micro'"}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '11', 'type': 'False', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13', '24', '35', '44', '51', '62']}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'true_entities'}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'get_entities'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'y_true'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'pred_entities'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'set'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'get_entities'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'y_pred'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'suffix'}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'nb_correct'}; {'id': '38', 'type': 'call', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'binary_operator', 'children': ['42', '43'], 'value': '&'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'true_entities'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'pred_entities'}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'nb_true'}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'true_entities'}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'score'}; {'id': '54', 'type': 'conditional_expression', 'children': ['55', '58', '61'], 'value': 'if'}; {'id': '55', 'type': 'binary_operator', 'children': ['56', '57'], 'value': '/'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'nb_correct'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'nb_true'}; {'id': '58', 'type': 'comparison_operator', 'children': ['59', '60'], 'value': '>'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'nb_true'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '61', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '62', 'type': 'return_statement', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'score'} | Compute the recall.
The recall is the ratio ``tp / (tp + fn)`` where ``tp`` is the number of
true positives and ``fn`` the number of false negatives. The recall is
intuitively the ability of the classifier to find all the positive samples.
The best value is 1 and the worst value is 0.
Args:
y_true : 2d array. Ground truth (correct) target values.
y_pred : 2d array. Estimated targets as returned by a tagger.
Returns:
score : float.
Example:
>>> from seqeval.metrics import recall_score
>>> y_true = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']]
>>> y_pred = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']]
>>> recall_score(y_true, y_pred)
0.50 |
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If Python2, check if **thing** is an :obj:`unicode` or a :obj:`str`.
If Python3, check if **thing** is a :obj:`str`.
:param thing: The thing to check.
:returns: ``True`` if **thing** is a string according to whichever version
of Python we're running in. |
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Args:
value (float): value for IDD Field `depth_february_average_ground_temperature`
Unit: C
if `value` is None it will not be checked against the
specification and is assumed to be a missing value
Raises:
ValueError: if `value` is not a valid value |
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{'id': '32', 'type': 'identifier', 'children': [], 'value': 'table'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'row_index'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'row_start'}; {'id': '37', 'type': 'subscript', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'table_row'}; {'id': '39', 'type': 'subscript', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '43', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '44', 'type': 'if_statement', 'children': ['45', '51', '59', '84']}; {'id': '45', 'type': 'boolean_operator', 'children': ['46', '47'], 'value': 'and'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'check_for_title'}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'is_empty_cell'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'row_start'}; {'id': '51', 'type': 'block', 'children': ['52']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': '_stringify_row'}; {'id': '57', 'type': 'argument_list', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'row_index'}; {'id': '59', 'type': 'elif_clause', 'children': ['60', '76']}; {'id': '60', 'type': '()', 'children': ['61']}; {'id': '61', 'type': 'boolean_operator', 'children': ['62', '67'], 'value': 'and'}; {'id': '62', 'type': 'call', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '64', 'type': 'argument_list', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'row_start'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'basestring'}; {'id': '67', 'type': 'call', 'children': ['68', '71']}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'search'}; {'id': '71', 'type': 'argument_list', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'allregex'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'year_regex'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'row_start'}; {'id': '76', 'type': 'block', 'children': ['77']}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '82']}; {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': '_check_stringify_year_row'}; {'id': '82', 'type': 'argument_list', 'children': ['83']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'row_index'}; {'id': '84', 'type': 'else_clause', 'children': ['85']}; {'id': '85', 'type': 'block', 'children': ['86']}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}; {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'check_for_title'}; {'id': '89', 'type': 'False', 'children': []} | Searches for missing titles that can be inferred from the surrounding data and automatically
repairs those titles. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_log_msg'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'ok'}; {'id': '7', 'type': 'block', 'children': ['8', '35', '49']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '14', '25']}; {'id': '9', 'type': 'subscript', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_config'}; {'id': '13', 'type': 'string', 'children': [], 'value': "'color'"}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '21']}; {'id': '17', 'type': 'pattern_list', 'children': ['18', '19', '20']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'CGREEN'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'CRED'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'CEND'}; {'id': '21', 'type': 'expression_list', 'children': ['22', '23', '24']}; {'id': '22', 'type': 'string', 'children': [], 'value': "'\\033[92m'"}; {'id': '23', 'type': 'string', 'children': [], 'value': "'\\033[91m'"}; {'id': '24', 'type': 'string', 'children': [], 'value': "'\\033[0m'"}; {'id': '25', 'type': 'else_clause', 'children': ['26']}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'CGREEN'}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'CRED'}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'CEND'}; {'id': '34', 'type': 'string', 'children': [], 'value': "''"}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'LOG_LEVELS'}; {'id': '38', 'type': 'dictionary', 'children': ['39', '44']}; {'id': '39', 'type': 'pair', 'children': ['40', '41']}; {'id': '40', 'type': 'False', 'children': []}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'ERROR'}; {'id': '44', 'type': 'pair', 'children': ['45', '46']}; {'id': '45', 'type': 'True', 'children': []}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'logging'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'INFO'}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'call', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'L'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '58', '61', '62']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'LOG_LEVELS'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'ok'}; {'id': '58', 'type': 'binary_operator', 'children': ['59', '60'], 'value': '+'}; {'id': '59', 'type': 'string', 'children': [], 'value': "'%35s %s'"}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'CEND'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'msg'}; {'id': '62', 'type': 'conditional_expression', 'children': ['63', '66', '67'], 'value': 'if'}; {'id': '63', 'type': 'binary_operator', 'children': ['64', '65'], 'value': '+'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'CGREEN'}; {'id': '65', 'type': 'string', 'children': [], 'value': "'PASS'"}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'ok'}; {'id': '67', 'type': 'binary_operator', 'children': ['68', '69'], 'value': '+'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'CRED'}; {'id': '69', 'type': 'string', 'children': [], 'value': "'FAIL'"} | Helper to log message to the right level |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'update_url'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '18', '28', '39']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '12']}; {'id': '10', 'type': 'not_operator', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'raise_statement', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'string', 'children': [], 'value': '"Neither a url or regex was provided to update_url."'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'post_url'}; {'id': '21', 'type': 'binary_operator', 'children': ['22', '23'], 'value': '%'}; {'id': '22', 'type': 'string', 'children': [], 'value': '"%s%s"'}; {'id': '23', 'type': 'tuple', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'BASE_URL'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '31', 'type': 'call', 'children': ['32', '37']}; {'id': '32', 'type': 'attribute', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'session'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'post'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'post_url'}; {'id': '39', 'type': 'return_statement', 'children': ['40']}; {'id': '40', 'type': 'comparison_operator', 'children': ['41', '47'], 'value': '<'}; {'id': '41', 'type': 'call', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'status_code'}; {'id': '47', 'type': 'integer', 'children': [], 'value': '500'} | Accepts a fully-qualified url.
Returns True if successful, False if not successful. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '16', '30']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_gpu_memory_usage'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'typed_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '6', 'type': 'type', 'children': ['7']}; {'id': '7', 'type': 'generic_type', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'List'}; {'id': '9', 'type': 'type_parameter', 'children': ['10']}; {'id': '10', 'type': 'type', 'children': ['11']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'mx'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'Context'}; {'id': '16', 'type': 'type', 'children': ['17']}; {'id': '17', 'type': 'generic_type', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'Dict'}; {'id': '19', 'type': 'type_parameter', 'children': ['20', '22']}; {'id': '20', 'type': 'type', 'children': ['21']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '22', 'type': 'type', 'children': ['23']}; {'id': '23', 'type': 'generic_type', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'Tuple'}; {'id': '25', 'type': 'type_parameter', 'children': ['26', '28']}; {'id': '26', 'type': 'type', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '28', 'type': 'type', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '30', 'type': 'block', 'children': ['31', '47', '61', '67', '86', '96', '104', '112', '128', '134', '140', '148', '153']}; {'id': '31', 'type': 'if_statement', 'children': ['32', '41']}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '36', 'type': 'attribute', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'mx'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'context'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'Context'}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '45', 'type': 'list', 'children': ['46'], 'value': '[ctx]'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'assignment', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '50', 'type': 'list_comprehension', 'children': ['51', '52', '55']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '52', 'type': 'for_in_clause', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '55', 'type': 'if_clause', 'children': ['56']}; {'id': '56', 'type': 'comparison_operator', 'children': ['57', '60'], 'value': '=='}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'device_type'}; {'id': '60', 'type': 'string', 'children': [], 'value': "'gpu'"}; {'id': '61', 'type': 'if_statement', 'children': ['62', '64']}; {'id': '62', 'type': 'not_operator', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '64', 'type': 'block', 'children': ['65']}; {'id': '65', 'type': 'return_statement', 'children': ['66']}; {'id': '66', 'type': 'dictionary', 'children': []}; {'id': '67', 'type': 'if_statement', 'children': ['68', '76']}; {'id': '68', 'type': 'comparison_operator', 'children': ['69', '75'], 'value': 'is'}; {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'shutil'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'which'}; {'id': '73', 'type': 'argument_list', 'children': ['74']}; {'id': '74', 'type': 'string', 'children': [], 'value': '"nvidia-smi"'}; {'id': '75', 'type': 'None', 'children': []}; {'id': '76', 'type': 'block', 'children': ['77', '84']}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'call', 'children': ['79', '82']}; {'id': '79', 'type': 'attribute', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'logger'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'warning'}; {'id': '82', 'type': 'argument_list', 'children': ['83']}; {'id': '83', 'type': 'string', 'children': [], 'value': '"Couldn\'t find nvidia-smi, therefore we assume no GPUs are available."'}; {'id': '84', 'type': 'return_statement', 'children': ['85']}; {'id': '85', 'type': 'dictionary', 'children': []}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}; {'id': '87', 'type': 'assignment', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'device_ids'}; {'id': '89', 'type': 'list_comprehension', 'children': ['90', '93']}; {'id': '90', 'type': 'attribute', 'children': ['91', '92']}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'device_id'}; {'id': '93', 'type': 'for_in_clause', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '96', 'type': 'expression_statement', 'children': ['97']}; {'id': '97', 'type': 'assignment', 'children': ['98', '99']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'mp_context'}; {'id': '99', 'type': 'call', 'children': ['100', '103']}; {'id': '100', 'type': 'attribute', 'children': ['101', '102']}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'mp_utils'}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'get_context'}; {'id': '103', 'type': 'argument_list', 'children': []}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}; {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'result_queue'}; {'id': '107', 'type': 'call', 'children': ['108', '111']}; {'id': '108', 'type': 'attribute', 'children': ['109', '110']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'mp_context'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'Queue'}; {'id': '111', 'type': 'argument_list', 'children': []}; {'id': '112', 'type': 'expression_statement', 'children': ['113']}; {'id': '113', 'type': 'assignment', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'nvidia_smi_process'}; {'id': '115', 'type': 'call', 'children': ['116', '119']}; {'id': '116', 'type': 'attribute', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'mp_context'}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'Process'}; {'id': '119', 'type': 'argument_list', 'children': ['120', '123']}; {'id': '120', 'type': 'keyword_argument', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'target'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'query_nvidia_smi'}; {'id': '123', 'type': 'keyword_argument', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '125', 'type': 'tuple', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'device_ids'}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'result_queue'}; {'id': '128', 'type': 'expression_statement', 'children': ['129']}; {'id': '129', 'type': 'call', 'children': ['130', '133']}; {'id': '130', 'type': 'attribute', 'children': ['131', '132']}; {'id': '131', 'type': 'identifier', 'children': [], 'value': 'nvidia_smi_process'}; {'id': '132', 'type': 'identifier', 'children': [], 'value': 'start'}; {'id': '133', 'type': 'argument_list', 'children': []}; {'id': '134', 'type': 'expression_statement', 'children': ['135']}; {'id': '135', 'type': 'call', 'children': ['136', '139']}; {'id': '136', 'type': 'attribute', 'children': ['137', '138']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'nvidia_smi_process'}; {'id': '138', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '139', 'type': 'argument_list', 'children': []}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}; {'id': '141', 'type': 'assignment', 'children': ['142', '143']}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'memory_data'}; {'id': '143', 'type': 'call', 'children': ['144', '147']}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'result_queue'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '147', 'type': 'argument_list', 'children': []}; {'id': '148', 'type': 'expression_statement', 'children': ['149']}; {'id': '149', 'type': 'call', 'children': ['150', '151']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'log_gpu_memory_usage'}; {'id': '151', 'type': 'argument_list', 'children': ['152']}; {'id': '152', 'type': 'identifier', 'children': [], 'value': 'memory_data'}; {'id': '153', 'type': 'return_statement', 'children': ['154']}; {'id': '154', 'type': 'identifier', 'children': [], 'value': 'memory_data'} | Returns used and total memory for GPUs identified by the given context list.
:param ctx: List of MXNet context devices.
:return: Dictionary of device id mapping to a tuple of (memory used, memory total). |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'save'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '6', 'type': 'block', 'children': ['7', '16', '20', '34', '109']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'pathlib'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'Path'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '19', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'sorted'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '33', 'type': 'argument_list', 'children': []}; {'id': '34', 'type': 'for_statement', 'children': ['35', '36', '37']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '37', 'type': 'block', 'children': ['38', '50', '56', '67', '73', '102']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'string', 'children': [], 'value': '"[{}]"'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'assignment', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '53', 'type': 'subscript', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'ikeys'}; {'id': '59', 'type': 'call', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'call', 'children': ['63', '66']}; {'id': '63', 'type': 'attribute', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '66', 'type': 'argument_list', 'children': []}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'ikeys'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'sort'}; {'id': '72', 'type': 'argument_list', 'children': []}; {'id': '73', 'type': 'for_statement', 'children': ['74', '75', '76']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'ikey'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'ikeys'}; {'id': '76', 'type': 'block', 'children': ['77', '89']}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '82']}; {'id': '79', 'type': 'pattern_list', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '82', 'type': 'call', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'keyval_typ2str'}; {'id': '84', 'type': 'argument_list', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'ikey'}; {'id': '86', 'type': 'subscript', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'section'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'ikey'}; {'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': 'out'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '94', 'type': 'argument_list', 'children': ['95']}; {'id': '95', 'type': 'call', 'children': ['96', '99']}; {'id': '96', 'type': 'attribute', 'children': ['97', '98']}; {'id': '97', 'type': 'string', 'children': [], 'value': '"{} = {}"'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '99', 'type': 'argument_list', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'var'}; {'id': '101', 'type': 'identifier', 'children': [], 'value': 'val'}; {'id': '102', 'type': 'expression_statement', 'children': ['103']}; {'id': '103', 'type': 'call', 'children': ['104', '107']}; {'id': '104', 'type': 'attribute', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '107', 'type': 'argument_list', 'children': ['108']}; {'id': '108', 'type': 'string', 'children': [], 'value': '""'}; {'id': '109', 'type': 'with_statement', 'children': ['110', '121']}; {'id': '110', 'type': 'with_clause', 'children': ['111']}; {'id': '111', 'type': 'with_item', 'children': ['112']}; {'id': '112', 'type': 'as_pattern', 'children': ['113', '119']}; {'id': '113', 'type': 'call', 'children': ['114', '117']}; {'id': '114', 'type': 'attribute', 'children': ['115', '116']}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '116', 'type': 'identifier', 'children': [], 'value': 'open'}; {'id': '117', 'type': 'argument_list', 'children': ['118']}; {'id': '118', 'type': 'string', 'children': [], 'value': '"w"'}; {'id': '119', 'type': 'as_pattern_target', 'children': ['120']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '121', 'type': 'block', 'children': ['122', '142']}; {'id': '122', 'type': 'for_statement', 'children': ['123', '124', '131']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '124', 'type': 'call', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '126', 'type': 'argument_list', 'children': ['127']}; {'id': '127', 'type': 'call', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '129', 'type': 'argument_list', 'children': ['130']}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '131', 'type': 'block', 'children': ['132']}; {'id': '132', 'type': 'expression_statement', 'children': ['133']}; {'id': '133', 'type': 'assignment', 'children': ['134', '137']}; {'id': '134', 'type': 'subscript', 'children': ['135', '136']}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '136', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '137', 'type': 'binary_operator', 'children': ['138', '141'], 'value': '+'}; {'id': '138', 'type': 'subscript', 'children': ['139', '140']}; {'id': '139', 'type': 'identifier', 'children': [], 'value': 'out'}; {'id': '140', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '141', 'type': 'string', 'children': [], 'value': '"\\n"'}; {'id': '142', 'type': 'expression_statement', 'children': ['143']}; {'id': '143', 'type': 'call', 'children': ['144', '147']}; {'id': '144', 'type': 'attribute', 'children': ['145', '146']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': 'f'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'writelines'}; {'id': '147', 'type': 'argument_list', 'children': ['148']}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'out'} | Save the configuration to a file |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'zcr'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '5', 'type': 'block', 'children': ['6', '18', '25', '51']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'mean'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '15', 'type': 'keyword_argument', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'axis'}; {'id': '17', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'countZ'}; {'id': '28', 'type': 'binary_operator', 'children': ['29', '50'], 'value': '/'}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '38']}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'abs'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'diff'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'sign'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '50', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '51', 'type': 'return_statement', 'children': ['52']}; {'id': '52', 'type': '()', 'children': ['53']}; {'id': '53', 'type': 'binary_operator', 'children': ['54', '60'], 'value': '/'}; {'id': '54', 'type': 'call', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'float64'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'countZ'}; {'id': '60', 'type': 'call', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'float64'}; {'id': '64', 'type': 'argument_list', 'children': ['65']}; {'id': '65', 'type': 'binary_operator', 'children': ['66', '67'], 'value': '-'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'count'}; {'id': '67', 'type': 'float', 'children': [], 'value': '1.0'} | Computes zero crossing rate of segment |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'adjust_attributes_on_object'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'collection'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'things'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'how'}; {'id': '10', 'type': 'block', 'children': ['11', '24', '33', '43', '51', '60', '80', '85']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '_build_url'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'binary_operator', 'children': ['20', '21'], 'value': '%'}; {'id': '20', 'type': 'string', 'children': [], 'value': '"%s/%s"'}; {'id': '21', 'type': 'tuple', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'collection'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '27', 'type': 'call', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; 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{'id': '45', 'type': 'identifier', 'children': [], 'value': 'build_json'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '50', 'type': 'argument_list', 'children': []}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'how'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '58', '59']}; {'id': '55', 'type': 'subscript', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'build_json'}; {'id': '57', 'type': 'string', 'children': [], 'value': "'metadata'"}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'things'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'assignment', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '63', 'type': 'call', 'children': ['64', '67']}; {'id': '64', 'type': 'attribute', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': '_put'}; {'id': '67', 'type': 'argument_list', 'children': ['68', '69', '77']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '69', 'type': 'keyword_argument', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'json'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'dumps'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'build_json'}; {'id': '77', 'type': 'keyword_argument', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'use_json'}; {'id': '79', 'type': 'True', 'children': []}; {'id': '80', 'type': 'expression_statement', 'children': ['81']}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'check_response'}; {'id': '83', 'type': 'argument_list', 'children': ['84']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'response'}; {'id': '85', 'type': 'return_statement', 'children': ['86']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'response'} | adjust labels or annotations on object
labels have to match RE: (([A-Za-z0-9][-A-Za-z0-9_.]*)?[A-Za-z0-9])? and
have at most 63 chars
:param collection: str, object collection e.g. 'builds'
:param name: str, name of object
:param things: str, 'labels' or 'annotations'
:param values: dict, values to set
:param how: callable, how to adjust the values e.g.
self._replace_metadata_things
:return: |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_pixel_thresholds_from_calibration_array'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'gdacs'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'calibration_gdacs'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'threshold_calibration_array'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'bounds_error'}; {'id': '9', 'type': 'True', 'children': []}; {'id': '10', 'type': 'block', 'children': ['11', '28', '46']}; {'id': '11', 'type': 'if_statement', 'children': ['12', '22']}; {'id': '12', 'type': 'comparison_operator', 'children': ['13', '17'], 'value': '!='}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'calibration_gdacs'}; {'id': '17', 'type': 'subscript', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'threshold_calibration_array'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'shape'}; {'id': '21', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'raise_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'string', 'children': [], 'value': "'Length of the provided pixel GDACs does not match the third dimension of the calibration array'"}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'interpolation'}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'interp1d'}; {'id': '33', 'type': 'argument_list', 'children': ['34', '37', '40', '43']}; {'id': '34', 'type': 'keyword_argument', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'calibration_gdacs'}; {'id': '37', 'type': 'keyword_argument', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'threshold_calibration_array'}; {'id': '40', 'type': 'keyword_argument', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'kind'}; {'id': '42', 'type': 'string', 'children': [], 'value': "'slinear'"}; {'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'bounds_error'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'bounds_error'}; {'id': '46', 'type': 'return_statement', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'interpolation'}; {'id': '49', 'type': 'argument_list', 'children': ['50']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'gdacs'} | Calculates the threshold for all pixels in threshold_calibration_array at the given GDAC settings via linear interpolation. The GDAC settings used during calibration have to be given.
Parameters
----------
gdacs : array like
The GDAC settings where the threshold should be determined from the calibration
calibration_gdacs : array like
GDAC settings used during calibration, needed to translate the index of the calibration array to a value.
threshold_calibration_array : numpy.array, shape=(80,336,# of GDACs during calibration)
The calibration array
Returns
-------
numpy.array, shape=(80,336,# gdacs given)
The threshold values for each pixel at gdacs. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'store'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'addr'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '8', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'non_temporal'}; {'id': '11', 'type': 'False', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13', '21']}; {'id': '13', 'type': 'if_statement', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'non_temporal'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'raise_statement', 'children': ['17']}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'string', 'children': [], 'value': '"non_temporal stores are not yet supported"'}; {'id': '21', 'type': 'if_statement', 'children': ['22', '25', '27', '47']}; {'id': '22', 'type': 'comparison_operator', 'children': ['23', '24'], 'value': 'is'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'addr'}; {'id': '24', 'type': 'None', 'children': []}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'return_statement', 'children': []}; {'id': '27', 'type': 'elif_clause', 'children': ['28', '34']}; {'id': '28', 'type': 'not_operator', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '31', 'type': 'argument_list', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'addr'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'Iterable'}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '42']}; {'id': '37', 'type': 'attribute', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'first_level'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'store'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'addr'}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '47', 'type': 'else_clause', 'children': ['48']}; {'id': '48', 'type': 'block', 'children': ['49']}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'call', 'children': ['51', '56']}; {'id': '51', 'type': 'attribute', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'first_level'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'iterstore'}; {'id': '56', 'type': 'argument_list', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'addr'}; {'id': '58', 'type': 'keyword_argument', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'length'} | Store one or more adresses.
:param addr: byte address of store location
:param length: All address from addr until addr+length (exclusive) are
stored (default: 1)
:param non_temporal: if True, no write-allocate will be issued, but cacheline will be zeroed |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'singleton'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '5', 'type': 'block', 'children': ['6', '9', '13', '56', '77']}; {'id': '6', 'type': 'import_statement', 'children': ['7']}; {'id': '7', 'type': 'dotted_name', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'inspect'}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '12', 'type': 'dictionary', 'children': []}; {'id': '13', 'type': 'if_statement', 'children': ['14', '21']}; {'id': '14', 'type': 'comparison_operator', 'children': ['15', '18'], 'value': 'is not'}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '__init__'}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'object'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '__init__'}; {'id': '21', 'type': 'block', 'children': ['22', '33']}; {'id': '22', 'type': 'expression_statement', 'children': ['23']}; {'id': '23', 'type': 'assignment', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'argspec'}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'inspect'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'getfullargspec'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': '__init__'}; {'id': '33', 'type': 'if_statement', 'children': ['34', '50']}; {'id': '34', 'type': 'boolean_operator', 'children': ['35', '47'], 'value': 'or'}; {'id': '35', 'type': 'boolean_operator', 'children': ['36', '44'], 'value': 'or'}; {'id': '36', 'type': 'comparison_operator', 'children': ['37', '43'], 'value': '!='}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'argspec'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '43', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'argspec'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'varargs'}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'argspec'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'varkw'}; {'id': '50', 'type': 'block', 'children': ['51']}; {'id': '51', 'type': 'raise_statement', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'string', 'children': [], 'value': '"Singleton classes cannot accept arguments to the constructor."'}; {'id': '56', 'type': 'function_definition', 'children': ['57', '58', '59']}; {'id': '57', 'type': 'function_name', 'children': [], 'value': 'get_instance'}; {'id': '58', 'type': 'parameters', 'children': []}; {'id': '59', 'type': 'block', 'children': ['60', '73']}; {'id': '60', 'type': 'if_statement', 'children': ['61', '64']}; {'id': '61', 'type': 'comparison_operator', 'children': ['62', '63'], 'value': 'not in'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '64', 'type': 'block', 'children': ['65']}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '70']}; {'id': '67', 'type': 'subscript', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '70', 'type': 'call', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '72', 'type': 'argument_list', 'children': []}; {'id': '73', 'type': 'return_statement', 'children': ['74']}; {'id': '74', 'type': 'subscript', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'instances'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '77', 'type': 'return_statement', 'children': ['78']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'get_instance'} | Decorator function that turns a class into a singleton. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_plan_on_valid_line'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'at_line'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'final_line_count'}; {'id': '7', 'type': 'block', 'children': ['8', '19', '42', '47']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '16']}; {'id': '9', 'type': 'boolean_operator', 'children': ['10', '13'], 'value': 'or'}; {'id': '10', 'type': 'comparison_operator', 'children': ['11', '12'], 'value': '=='}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'at_line'}; {'id': '12', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '13', 'type': 'comparison_operator', 'children': ['14', '15'], 'value': '=='}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'at_line'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'final_line_count'}; {'id': '16', 'type': 'block', 'children': ['17']}; {'id': '17', 'type': 'return_statement', 'children': ['18']}; {'id': '18', 'type': 'True', 'children': []}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'after_version'}; {'id': '22', 'type': '()', 'children': ['23']}; {'id': '23', 'type': 'boolean_operator', 'children': ['24', '39'], 'value': 'and'}; {'id': '24', 'type': 'boolean_operator', 'children': ['25', '30'], 'value': 'and'}; {'id': '25', 'type': 'subscript', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': '_lines_seen'}; {'id': '29', 'type': 'string', 'children': [], 'value': '"version"'}; {'id': '30', 'type': 'comparison_operator', 'children': ['31', '38'], 'value': '=='}; {'id': '31', 'type': 'subscript', 'children': ['32', '37']}; {'id': '32', 'type': 'subscript', 'children': ['33', '36']}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': '_lines_seen'}; {'id': '36', 'type': 'string', 'children': [], 'value': '"version"'}; {'id': '37', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '38', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '39', 'type': 'comparison_operator', 'children': ['40', '41'], 'value': '=='}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'at_line'}; {'id': '41', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '42', 'type': 'if_statement', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'after_version'}; {'id': '44', 'type': 'block', 'children': ['45']}; {'id': '45', 'type': 'return_statement', 'children': ['46']}; {'id': '46', 'type': 'True', 'children': []}; {'id': '47', 'type': 'return_statement', 'children': ['48']}; {'id': '48', 'type': 'False', 'children': []} | Check if a plan is on a valid line. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'all'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'customer_id'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '8', 'type': 'dictionary', 'children': []}; {'id': '9', 'type': 'dictionary_splat_pattern', 'children': ['10']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '11', 'type': 'block', 'children': ['12', '24']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'string', 'children': [], 'value': '"{}/{}/tokens"'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'base_url'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'customer_id'}; {'id': '24', 'type': 'return_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'get_url'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31', '32']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'url'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '32', 'type': 'dictionary_splat', 'children': ['33']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | Get all tokens for given customer Id
Args:
customer_id : Customer Id for which tokens have to be fetched
Returns:
Token dicts for given cutomer Id |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'fit'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '8', 'type': 'block', 'children': ['9', '19', '30', '35', '51']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'call', 'children': ['11', '16']}; {'id': '11', 'type': 'attribute', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'regression_model'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'ml_pred'}; {'id': '22', 'type': 'call', 'children': ['23', '28']}; {'id': '23', 'type': 'attribute', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'regression_model'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'predict'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '30', 'type': 'expression_statement', 'children': ['31']}; {'id': '31', 'type': 'call', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'string', 'children': [], 'value': "'Finished learning regression model'"}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '42']}; {'id': '37', 'type': 'attribute', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'krige'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'fit'}; {'id': '42', 'type': 'argument_list', 'children': ['43', '46']}; {'id': '43', 'type': 'keyword_argument', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '46', 'type': 'keyword_argument', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '48', 'type': 'binary_operator', 'children': ['49', '50'], 'value': '-'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'ml_pred'}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'string', 'children': [], 'value': "'Finished kriging residuals'"} | fit the regression method and also Krige the residual
Parameters
----------
p: ndarray
(Ns, d) array of predictor variables (Ns samples, d dimensions)
for regression
x: ndarray
ndarray of (x, y) points. Needs to be a (Ns, 2) array
corresponding to the lon/lat, for example 2d regression kriging.
array of Points, (x, y, z) pairs of shape (N, 3) for 3d kriging
y: ndarray
array of targets (Ns, ) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'proxy_model'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '25']}; {'id': '6', 'type': 'if_statement', 'children': ['7', '14']}; {'id': '7', 'type': 'comparison_operator', 'children': ['8', '11'], 'value': '!='}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'category'}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'Category'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'MODEL'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'raise_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'IllegalArgumentError'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'string', 'children': [], 'value': '"Part {} is not a model, therefore it cannot have a proxy model"'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'if_statement', 'children': ['26', '40', '65']}; {'id': '26', 'type': 'boolean_operator', 'children': ['27', '32'], 'value': 'and'}; {'id': '27', 'type': 'comparison_operator', 'children': ['28', '29'], 'value': 'in'}; {'id': '28', 'type': 'string', 'children': [], 'value': "'proxy'"}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': '_json_data'}; {'id': '32', 'type': 'call', 'children': ['33', '38']}; {'id': '33', 'type': 'attribute', 'children': ['34', '37']}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': '_json_data'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '38', 'type': 'argument_list', 'children': ['39']}; {'id': '39', 'type': 'string', 'children': [], 'value': "'proxy'"}; {'id': '40', 'type': 'block', 'children': ['41', '54']}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'catalog_model_id'}; {'id': '44', 'type': 'call', 'children': ['45', '52']}; {'id': '45', 'type': 'attribute', 'children': ['46', '51']}; {'id': '46', 'type': 'subscript', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': '_json_data'}; {'id': '50', 'type': 'string', 'children': [], 'value': "'proxy'"}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '54', 'type': 'return_statement', 'children': ['55']}; {'id': '55', 'type': 'call', 'children': ['56', '61']}; {'id': '56', 'type': 'attribute', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': '_client'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '61', 'type': 'argument_list', 'children': ['62']}; {'id': '62', 'type': 'keyword_argument', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'pk'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'catalog_model_id'}; {'id': '65', 'type': 'else_clause', 'children': ['66']}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'raise_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'NotFoundError'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'call', 'children': ['72', '75']}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'string', 'children': [], 'value': '"Part {} is not a proxy"'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'name'} | Retrieve the proxy model of this proxied `Part` as a `Part`.
Allows you to retrieve the model of a proxy. But trying to get the catalog model of a part that
has no proxy, will raise an :exc:`NotFoundError`. Only models can have a proxy.
:return: :class:`Part` with category `MODEL` and from which the current part is proxied
:raises NotFoundError: When no proxy model is found
Example
-------
>>> proxy_part = project.model('Proxy based on catalog model')
>>> catalog_model_of_proxy_part = proxy_part.proxy_model()
>>> proxied_material_of_the_bolt_model = project.model('Bolt Material')
>>> proxy_basis_for_the_material_model = proxied_material_of_the_bolt_model.proxy_model() |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'kalman_filter'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'noise'}; {'id': '6', 'type': 'block', 'children': ['7', '16', '57']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'kalman'}; {'id': '10', 'type': 'call', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'ikalman'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'filter'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'noise'}; {'id': '16', 'type': 'for_statement', 'children': ['17', '18', '19']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'points'}; {'id': '19', 'type': 'block', 'children': ['20', '35', '45', '51']}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'kalman'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'update_velocity2d'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '29', '32']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'lat'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'lon'}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'dt'}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '40']}; {'id': '37', 'type': 'tuple_pattern', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'lat'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'lon'}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'kalman'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'get_lat_long'}; {'id': '44', 'type': 'argument_list', 'children': []}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'lat'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'lat'}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'assignment', 'children': ['53', '56']}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'point'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'lon'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'lon'}; {'id': '57', 'type': 'return_statement', 'children': ['58']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'points'} | Smooths points with kalman filter
See https://github.com/open-city/ikalman
Args:
points (:obj:`list` of :obj:`Point`): points to smooth
noise (float): expected noise |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'sample_stats_prior_to_xarray'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '25']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'sample_stats_prior'}; {'id': '12', 'type': 'if_statement', 'children': ['13', '19']}; {'id': '13', 'type': 'not_operator', 'children': ['14']}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'raise_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'string', 'children': [], 'value': '"DictConverter.sample_stats_prior is not a dictionary"'}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'dict_to_dataset'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '30', '33', '38']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'library'}; {'id': '32', 'type': 'None', 'children': []}; {'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'coords'}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'coords'}; {'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'dims'}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'dims'} | Convert sample_stats_prior samples to xarray. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'expand_short_options'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'argv'}; {'id': '6', 'type': 'block', 'children': ['7', '11', '31']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'new_argv'}; {'id': '10', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '11', 'type': 'for_statement', 'children': ['12', '13', '14']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'arg'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'argv'}; {'id': '14', 'type': 'block', 'children': ['15', '24']}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '18', 'type': 'call', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'parse_multi_short_option'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'arg'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'new_argv'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'extend'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'result'}; {'id': '31', 'type': 'return_statement', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'new_argv'} | Convert grouped short options like `-abc` to `-a, -b, -c`.
This is necessary because we set ``allow_abbrev=False`` on the
``ArgumentParser`` in :prop:`self.arg_parser`. The argparse docs
say ``allow_abbrev`` applies only to long options, but it also
affects whether short options grouped behind a single dash will
be parsed into multiple short options. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'add_commands'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'call', 'children': ['8', '13']}; {'id': '8', 'type': 'attribute', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'parser'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'add_argument'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '15', '18']}; {'id': '14', 'type': 'string', 'children': [], 'value': "'-d'"}; {'id': '15', 'type': 'keyword_argument', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'action'}; {'id': '17', 'type': 'string', 'children': [], 'value': '"count"'}; {'id': '18', 'type': 'dictionary_splat', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '29']}; {'id': '20', 'type': 'attribute', 'children': ['21', '28']}; {'id': '21', 'type': 'attribute', 'children': ['22', '27']}; {'id': '22', 'type': 'attribute', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'default'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'debug'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'get_arg_parse_arguments'}; {'id': '29', 'type': 'argument_list', 'children': []} | You can override this method in order to add your command line
arguments to the argparse parser. The configuration file was
reloaded at this time. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set_state_options'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'left_add_options'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'left_remove_options'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'right_add_options'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'right_remove_options'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'block', 'children': ['18', '39', '60']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 's_right'}; {'id': '21', 'type': 'call', 'children': ['22', '29']}; {'id': '22', 'type': 'attribute', 'children': ['23', '28']}; {'id': '23', 'type': 'attribute', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'factory'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'full_init_state'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '33', '36']}; {'id': '30', 'type': 'keyword_argument', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'add_options'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'right_add_options'}; {'id': '33', 'type': 'keyword_argument', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'remove_options'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'right_remove_options'}; {'id': '36', 'type': 'keyword_argument', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '38', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 's_left'}; {'id': '42', 'type': 'call', 'children': ['43', '50']}; {'id': '43', 'type': 'attribute', 'children': ['44', '49']}; {'id': '44', 'type': 'attribute', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'project'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'factory'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'full_init_state'}; {'id': '50', 'type': 'argument_list', 'children': ['51', '54', '57']}; {'id': '51', 'type': 'keyword_argument', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'add_options'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'left_add_options'}; {'id': '54', 'type': 'keyword_argument', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'remove_options'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'left_remove_options'}; {'id': '57', 'type': 'keyword_argument', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '59', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '60', 'type': 'return_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'set_states'}; {'id': '65', 'type': 'argument_list', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 's_left'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 's_right'} | Checks that the specified state options result in the same states over the next `depth` states. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'key'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '6', 'type': 'block', 'children': ['7', '9', '32', '54', '91', '115']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'string', 'children': [], 'value': '"Return the sort key for the given frame."'}; {'id': '9', 'type': 'function_definition', 'children': ['10', '11', '13']}; {'id': '10', 'type': 'function_name', 'children': [], 'value': 'keytuple'}; {'id': '11', 'type': 'parameters', 'children': ['12']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'primary'}; {'id': '13', 'type': 'block', 'children': ['14', '25']}; {'id': '14', 'type': 'if_statement', 'children': ['15', '20']}; {'id': '15', 'type': 'comparison_operator', 'children': ['16', '19'], 'value': 'is'}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'frameno'}; {'id': '19', 'type': 'None', 'children': []}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'return_statement', 'children': ['22']}; {'id': '22', 'type': 'tuple', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'primary'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'tuple', 'children': ['27', '28', '29']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'primary'}; {'id': '28', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'frameno'}; {'id': '32', 'type': 'if_statement', 'children': ['33', '41']}; {'id': '33', 'type': 'comparison_operator', 'children': ['34', '38'], 'value': 'in'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'frame_keys'}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'return_statement', 'children': ['43']}; {'id': '43', 'type': 'call', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'keytuple'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'subscript', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'frame_keys'}; {'id': '50', 'type': 'call', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '54', 'type': 'if_statement', 'children': ['55', '74']}; {'id': '55', 'type': 'boolean_operator', 'children': ['56', '62'], 'value': 'and'}; {'id': '56', 'type': 'call', 'children': ['57', '60']}; {'id': '57', 'type': 'attribute', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': '_in_version'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '62', 'type': 'comparison_operator', 'children': ['63', '71'], 'value': 'in'}; {'id': '63', 'type': 'subscript', 'children': ['64', '70']}; {'id': '64', 'type': 'attribute', 'children': ['65', '69']}; {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': '__bases__'}; {'id': '70', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'frame_keys'}; {'id': '74', 'type': 'block', 'children': ['75']}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'keytuple'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'subscript', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'frame_keys'}; {'id': '83', 'type': 'subscript', 'children': ['84', '90']}; {'id': '84', 'type': 'attribute', 'children': ['85', '89']}; {'id': '85', 'type': 'call', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '87', 'type': 'argument_list', 'children': ['88']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': '__bases__'}; {'id': '90', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '91', 'type': 'for_statement', 'children': ['92', '95', '98']}; {'id': '92', 'type': 'tuple_pattern', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'pattern'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '95', 'type': 'attribute', 'children': ['96', '97']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 're_keys'}; {'id': '98', 'type': 'block', 'children': ['99']}; {'id': '99', 'type': 'if_statement', 'children': ['100', '109']}; {'id': '100', 'type': 'call', 'children': ['101', '104']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '104', 'type': 'argument_list', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'pattern'}; {'id': '106', 'type': 'attribute', 'children': ['107', '108']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'frame'}; {'id': '108', 'type': 'identifier', 'children': [], 'value': 'frameid'}; {'id': '109', 'type': 'block', 'children': ['110']}; {'id': '110', 'type': 'return_statement', 'children': ['111']}; {'id': '111', 'type': 'call', 'children': ['112', '113']}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'keytuple'}; {'id': '113', 'type': 'argument_list', 'children': ['114']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '115', 'type': 'return_statement', 'children': ['116']}; {'id': '116', 'type': 'call', 'children': ['117', '118']}; {'id': '117', 'type': 'identifier', 'children': [], 'value': 'keytuple'}; {'id': '118', 'type': 'argument_list', 'children': ['119']}; {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'unknown_key'} | Return the sort key for the given frame. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_validate_flushed'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'type', 'children': ['6']}; {'id': '6', 'type': 'None', 'children': []}; {'id': '7', 'type': 'block', 'children': ['8', '18']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'journal_diff'}; {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': '_journal_storage'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'diff'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'if_statement', 'children': ['19', '25']}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '24'], 'value': '>'}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'journal_diff'}; {'id': '24', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '25', 'type': 'block', 'children': ['26']}; {'id': '26', 'type': 'raise_statement', 'children': ['27']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'ValidationError'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'binary_operator', 'children': ['31', '32'], 'value': '%'}; {'id': '31', 'type': 'string', 'children': [], 'value': '"StorageDB had a dirty journal when it needed to be clean: %r"'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'journal_diff'} | Will raise an exception if there are some changes made since the last persist. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '17']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_covariance_table'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8', '11', '14']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'chain'}; {'id': '7', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '10', 'type': 'None', 'children': []}; {'id': '11', 'type': 'default_parameter', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'caption'}; {'id': '13', 'type': 'string', 'children': [], 'value': '"Parameter Covariance"'}; {'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'label'}; {'id': '16', 'type': 'string', 'children': [], 'value': '"tab:parameter_covariance"'}; {'id': '17', 'type': 'block', 'children': ['18', '34']}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '23']}; {'id': '20', 'type': 'pattern_list', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'cov'}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'get_covariance'}; {'id': '27', 'type': 'argument_list', 'children': ['28', '31']}; {'id': '28', 'type': 'keyword_argument', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'chain'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'chain'}; {'id': '31', 'type': 'keyword_argument', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': '_get_2d_latex_table'}; {'id': '39', 'type': 'argument_list', 'children': ['40', '41', '42', '43']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'parameters'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'cov'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'caption'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'label'} | Gets a LaTeX table of parameter covariance.
Parameters
----------
chain : int|str, optional
The chain index or name. Defaults to first chain.
parameters : list[str], optional
The list of parameters to compute correlations. Defaults to all parameters
for the given chain.
caption : str, optional
The LaTeX table caption.
label : str, optional
The LaTeX table label.
Returns
-------
str
The LaTeX table ready to go! |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'combine'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'other'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'PhaseGroup'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '23', '32', '41']}; {'id': '14', 'type': 'keyword_argument', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'setup'}; {'id': '16', 'type': 'binary_operator', 'children': ['17', '20'], 'value': '+'}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'setup'}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'other'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'setup'}; {'id': '23', 'type': 'keyword_argument', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'main'}; {'id': '25', 'type': 'binary_operator', 'children': ['26', '29'], 'value': '+'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'main'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'other'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'main'}; {'id': '32', 'type': 'keyword_argument', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'teardown'}; {'id': '34', 'type': 'binary_operator', 'children': ['35', '38'], 'value': '+'}; {'id': '35', 'type': 'attribute', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'teardown'}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'other'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'teardown'}; {'id': '41', 'type': 'keyword_argument', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'name'} | Combine with another PhaseGroup and return the result. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'reboot'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '14', '28', '37', '49', '65']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'get_token'}; {'id': '13', 'type': 'argument_list', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'call', 'children': ['16', '21']}; {'id': '16', 'type': 'attribute', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'bbox_auth'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'set_access'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'BboxConstant'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'AUTHENTICATION_LEVEL_PRIVATE'}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'BboxConstant'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'AUTHENTICATION_LEVEL_PRIVATE'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'url_suffix'}; {'id': '31', 'type': 'call', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'string', 'children': [], 'value': '"reboot?btoken={}"'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'token'}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'call', 'children': ['39', '44']}; {'id': '39', 'type': 'attribute', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'bbox_url'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'set_api_name'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'BboxConstant'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'API_DEVICE'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'url_suffix'}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'assignment', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'api'}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'BboxApiCall'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '58', '61', '62']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'bbox_url'}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'BboxConstant'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'HTTP_METHOD_POST'}; {'id': '61', 'type': 'None', 'children': []}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'bbox_auth'}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'api'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'execute_api_request'}; {'id': '70', 'type': 'argument_list', 'children': []} | Reboot the device
Useful when trying to get xDSL sync |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'get_temp_export_dir'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'timestamped_export_dir'}; {'id': '5', 'type': 'block', 'children': ['6', '19', '50']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '11']}; {'id': '8', 'type': 'tuple_pattern', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'dirname'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'basename'}; {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '17', 'type': 'argument_list', 'children': ['18']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'timestamped_export_dir'}; {'id': '19', 'type': 'expression_statement', 'children': ['20']}; {'id': '20', 'type': 'assignment', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'temp_export_dir'}; {'id': '22', 'type': 'call', 'children': ['23', '28']}; {'id': '23', 'type': 'attribute', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '28', 'type': 'argument_list', 'children': ['29', '37']}; {'id': '29', 'type': 'call', 'children': ['30', '35']}; {'id': '30', 'type': 'attribute', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'compat'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'as_bytes'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'dirname'}; {'id': '37', 'type': 'call', 'children': ['38', '43']}; {'id': '38', 'type': 'attribute', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'compat'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'as_bytes'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'string', 'children': [], 'value': '"temp-{}"'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '48', 'type': 'argument_list', 'children': ['49']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'basename'}; {'id': '50', 'type': 'return_statement', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'temp_export_dir'} | Builds a directory name based on the argument but starting with 'temp-'.
This relies on the fact that TensorFlow Serving ignores subdirectories of
the base directory that can't be parsed as integers.
Args:
timestamped_export_dir: the name of the eventual export directory, e.g.
/foo/bar/<timestamp>
Returns:
A sister directory prefixed with 'temp-', e.g. /foo/bar/temp-<timestamp>. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'setup'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '5', 'type': 'block', 'children': ['6', '15', '24', '33', '42', '51', '60', '69', '81', '90', '99', '108', '117', '126', '134']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'call', 'children': ['8', '11']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '11', 'type': 'argument_list', 'children': ['12', '13', '14']}; {'id': '12', 'type': 'string', 'children': [], 'value': "'sphinxmark_enable'"}; {'id': '13', 'type': 'False', 'children': []}; {'id': '14', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '20', 'type': 'argument_list', 'children': ['21', '22', '23']}; {'id': '21', 'type': 'string', 'children': [], 'value': "'sphinxmark_div'"}; {'id': '22', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '23', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31', '32']}; {'id': '30', 'type': 'string', 'children': [], 'value': "'sphinxmark_border'"}; {'id': '31', 'type': 'None', 'children': []}; {'id': '32', 'type': 'string', 'children': [], 'value': "'html'"}; {'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': 'app'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '38', 'type': 'argument_list', 'children': ['39', '40', '41']}; {'id': '39', 'type': 'string', 'children': [], 'value': "'sphinxmark_repeat'"}; {'id': '40', 'type': 'True', 'children': []}; {'id': '41', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '47', 'type': 'argument_list', 'children': ['48', '49', '50']}; {'id': '48', 'type': 'string', 'children': [], 'value': "'sphinxmark_fixed'"}; {'id': '49', 'type': 'False', 'children': []}; {'id': '50', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '51', 'type': 'expression_statement', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '56']}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '56', 'type': 'argument_list', 'children': ['57', '58', '59']}; {'id': '57', 'type': 'string', 'children': [], 'value': "'sphinxmark_image'"}; {'id': '58', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '59', 'type': 'string', 'children': [], 'value': "'html'"}; {'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': 'app'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '65', 'type': 'argument_list', 'children': ['66', '67', '68']}; {'id': '66', 'type': 'string', 'children': [], 'value': "'sphinxmark_text'"}; {'id': '67', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '68', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '76', '80']}; {'id': '75', 'type': 'string', 'children': [], 'value': "'sphinxmark_text_color'"}; {'id': '76', 'type': 'tuple', 'children': ['77', '78', '79']}; {'id': '77', 'type': 'integer', 'children': [], 'value': '255'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '79', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '80', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '81', 'type': 'expression_statement', 'children': ['82']}; {'id': '82', 'type': 'call', 'children': ['83', '86']}; {'id': '83', 'type': 'attribute', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '86', 'type': 'argument_list', 'children': ['87', '88', '89']}; {'id': '87', 'type': 'string', 'children': [], 'value': "'sphinxmark_text_size'"}; {'id': '88', 'type': 'integer', 'children': [], 'value': '100'}; {'id': '89', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '90', 'type': 'expression_statement', 'children': ['91']}; {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '95', 'type': 'argument_list', 'children': ['96', '97', '98']}; {'id': '96', 'type': 'string', 'children': [], 'value': "'sphinxmark_text_width'"}; {'id': '97', 'type': 'integer', 'children': [], 'value': '1000'}; {'id': '98', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '99', 'type': 'expression_statement', 'children': ['100']}; {'id': '100', 'type': 'call', 'children': ['101', '104']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '104', 'type': 'argument_list', 'children': ['105', '106', '107']}; {'id': '105', 'type': 'string', 'children': [], 'value': "'sphinxmark_text_opacity'"}; {'id': '106', 'type': 'integer', 'children': [], 'value': '20'}; {'id': '107', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}; {'id': '109', 'type': 'call', 'children': ['110', '113']}; {'id': '110', 'type': 'attribute', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '112', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '113', 'type': 'argument_list', 'children': ['114', '115', '116']}; {'id': '114', 'type': 'string', 'children': [], 'value': "'sphinxmark_text_spacing'"}; {'id': '115', 'type': 'integer', 'children': [], 'value': '400'}; {'id': '116', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'call', 'children': ['119', '122']}; {'id': '119', 'type': 'attribute', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'add_config_value'}; {'id': '122', 'type': 'argument_list', 'children': ['123', '124', '125']}; {'id': '123', 'type': 'string', 'children': [], 'value': "'sphinxmark_text_rotation'"}; {'id': '124', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '125', 'type': 'string', 'children': [], 'value': "'html'"}; {'id': '126', 'type': 'expression_statement', 'children': ['127']}; {'id': '127', 'type': 'call', 'children': ['128', '131']}; {'id': '128', 'type': 'attribute', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'app'}; {'id': '130', 'type': 'identifier', 'children': [], 'value': 'connect'}; {'id': '131', 'type': 'argument_list', 'children': ['132', '133']}; {'id': '132', 'type': 'string', 'children': [], 'value': "'env-updated'"}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'watermark'}; {'id': '134', 'type': 'return_statement', 'children': ['135']}; {'id': '135', 'type': 'dictionary', 'children': ['136', '139', '142']}; {'id': '136', 'type': 'pair', 'children': ['137', '138']}; {'id': '137', 'type': 'string', 'children': [], 'value': "'version'"}; {'id': '138', 'type': 'string', 'children': [], 'value': "'0.1.18'"}; {'id': '139', 'type': 'pair', 'children': ['140', '141']}; {'id': '140', 'type': 'string', 'children': [], 'value': "'parallel_read_safe'"}; {'id': '141', 'type': 'True', 'children': []}; {'id': '142', 'type': 'pair', 'children': ['143', '144']}; {'id': '143', 'type': 'string', 'children': [], 'value': "'parallel_write_safe'"}; {'id': '144', 'type': 'True', 'children': []} | Configure setup for Sphinx extension.
:param app: Sphinx application context. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_table_union'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'distinct'}; {'id': '8', 'type': 'False', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '23']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'assignment', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '13', 'type': 'call', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'ops'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'Union'}; {'id': '17', 'type': 'argument_list', 'children': ['18', '19', '20']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'left'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'right'}; {'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'distinct'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'distinct'}; {'id': '23', 'type': 'return_statement', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'to_expr'}; {'id': '28', 'type': 'argument_list', 'children': []} | Form the table set union of two table expressions having identical
schemas.
Parameters
----------
right : TableExpr
distinct : boolean, default False
Only union distinct rows not occurring in the calling table (this
can be very expensive, be careful)
Returns
-------
union : TableExpr |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'publish_message'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'message'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'expire'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'block', 'children': ['10', '21', '34']}; {'id': '10', 'type': 'if_statement', 'children': ['11', '14']}; {'id': '11', 'type': 'comparison_operator', 'children': ['12', '13'], 'value': 'is'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'expire'}; {'id': '13', 'type': 'None', 'children': []}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'expire'}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '_expire'}; {'id': '21', 'type': 'if_statement', 'children': ['22', '28']}; {'id': '22', 'type': 'not_operator', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '25', 'type': 'argument_list', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'message'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'RedisMessage'}; {'id': '28', 'type': 'block', 'children': ['29']}; {'id': '29', 'type': 'raise_statement', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'string', 'children': [], 'value': "'message object is not of type RedisMessage'"}; {'id': '34', 'type': 'for_statement', 'children': ['35', '36', '39']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': '_publishers'}; {'id': '39', 'type': 'block', 'children': ['40', '50']}; {'id': '40', 'type': 'expression_statement', 'children': ['41']}; {'id': '41', 'type': 'call', 'children': ['42', '47']}; {'id': '42', 'type': 'attribute', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': '_connection'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'publish'}; {'id': '47', 'type': 'argument_list', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'message'}; {'id': '50', 'type': 'if_statement', 'children': ['51', '54']}; {'id': '51', 'type': 'comparison_operator', 'children': ['52', '53'], 'value': '>'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'expire'}; {'id': '53', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '54', 'type': 'block', 'children': ['55']}; {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'call', 'children': ['57', '62']}; {'id': '57', 'type': 'attribute', 'children': ['58', '61']}; {'id': '58', 'type': 'attribute', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': '_connection'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'setex'}; {'id': '62', 'type': 'argument_list', 'children': ['63', '64', '65']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'expire'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'message'} | Publish a ``message`` on the subscribed channel on the Redis datastore.
``expire`` sets the time in seconds, on how long the message shall additionally of being
published, also be persisted in the Redis datastore. If unset, it defaults to the
configuration settings ``WS4REDIS_EXPIRE``. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'fetch'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '5', 'type': 'block', 'children': ['6', '18', '29', '49', '60', '75']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'resources'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '_load'}; {'id': '11', 'type': 'argument_list', 'children': ['12', '15']}; {'id': '12', 'type': 'attribute', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'resources'}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'output_dir'}; {'id': '18', 'type': 'if_statement', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'all'}; {'id': '22', 'type': 'block', 'children': ['23']}; {'id': '23', 'type': 'expression_statement', 'children': ['24']}; {'id': '24', 'type': 'assignment', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'resource_names'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'ALL'}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'assignment', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'reporthook'}; {'id': '32', 'type': 'conditional_expression', 'children': ['33', '34', '37'], 'value': 'if'}; {'id': '33', 'type': 'None', 'children': []}; {'id': '34', 'type': 'attribute', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'quiet'}; {'id': '37', 'type': 'lambda', 'children': ['38', '40']}; {'id': '38', 'type': 'lambda_parameters', 'children': ['39']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '40', 'type': 'call', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'string', 'children': [], 'value': "'Fetching {}...'"}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '49', 'type': 'if_statement', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '53', 'type': 'block', 'children': ['54']}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'assignment', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'backend'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'VERBOSE'}; {'id': '59', 'type': 'True', 'children': []}; {'id': '60', 'type': 'expression_statement', 'children': ['61']}; {'id': '61', 'type': 'call', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '_fetch'}; {'id': '63', 'type': 'argument_list', 'children': ['64', '65', '68', '71', '74']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'resources'}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'resource_names'}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'mirror_url'}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'opts'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'force'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'reporthook'}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'verify'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'opts'} | Create a local mirror of one or more resources. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'can_claim_fifty_moves'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'type', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'bool'}; {'id': '7', 'type': 'block', 'children': ['8', '27']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '14']}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '13'], 'value': '>='}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'halfmove_clock'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '100'}; {'id': '14', 'type': 'block', 'children': ['15']}; {'id': '15', 'type': 'if_statement', 'children': ['16', '24']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'any'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'generate_legal_moves'}; {'id': '23', 'type': 'argument_list', 'children': []}; {'id': '24', 'type': 'block', 'children': ['25']}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'True', 'children': []}; {'id': '27', 'type': 'return_statement', 'children': ['28']}; {'id': '28', 'type': 'False', 'children': []} | Draw by the fifty-move rule can be claimed once the clock of halfmoves
since the last capture or pawn move becomes equal or greater to 100
and the side to move still has a legal move they can make. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'String'}; {'id': '3', 'type': 'parameters', 'children': ['4', '7']}; {'id': '4', 'type': 'default_parameter', 'children': ['5', '6']}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '6', 'type': 'None', 'children': []}; {'id': '7', 'type': 'dictionary_splat_pattern', 'children': ['8']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'return_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'Property'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '17', '20', '23']}; {'id': '14', 'type': 'keyword_argument', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'length'}; {'id': '17', 'type': 'keyword_argument', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'types'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'stringy_types'}; {'id': '20', 'type': 'keyword_argument', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'convert'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'to_string'}; {'id': '23', 'type': 'dictionary_splat', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | A string valued property with max. `length`. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'key'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'state'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'keyserver'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'keyid'}; {'id': '14', 'type': 'None', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16', '45']}; {'id': '16', 'type': 'if_statement', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '18', 'type': 'block', 'children': ['19']}; {'id': '19', 'type': 'if_statement', 'children': ['20', '26', '35']}; {'id': '20', 'type': 'attribute', 'children': ['21', '25']}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'urlparse'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'scheme'}; {'id': '26', 'type': 'block', 'children': ['27']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'yield', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'string', 'children': [], 'value': "'wget -O- {0} | apt-key add -'"}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '35', 'type': 'else_clause', 'children': ['36']}; {'id': '36', 'type': 'block', 'children': ['37']}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'yield', 'children': ['39']}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'string', 'children': [], 'value': "'apt-key add {0}'"}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '45', 'type': 'if_statement', 'children': ['46', '49']}; {'id': '46', 'type': 'boolean_operator', 'children': ['47', '48'], 'value': 'and'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'keyserver'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'keyid'}; {'id': '49', 'type': 'block', 'children': ['50']}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'yield', 'children': ['52']}; {'id': '52', 'type': 'call', 'children': ['53', '56']}; {'id': '53', 'type': 'attribute', 'children': ['54', '55']}; {'id': '54', 'type': 'string', 'children': [], 'value': "'apt-key adv --keyserver {0} --recv-keys {1}'"}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '56', 'type': 'argument_list', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'keyserver'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'keyid'} | Add apt gpg keys with ``apt-key``.
+ key: filename or URL
+ keyserver: URL of keyserver to fetch key from
+ keyid: key identifier when using keyserver
Note:
Always returns an add command, not state checking.
keyserver/id:
These must be provided together. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_call_variants'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'example_dir'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'region_bed'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'out_file'}; {'id': '8', 'type': 'block', 'children': ['9', '22', '97']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'tf_out_file'}; {'id': '12', 'type': 'binary_operator', 'children': ['13', '14'], 'value': '%'}; {'id': '13', 'type': 'string', 'children': [], 'value': '"%s-tfrecord.gz"'}; {'id': '14', 'type': 'subscript', 'children': ['15', '21']}; {'id': '15', 'type': 'call', 'children': ['16', '19']}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'utils'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'splitext_plus'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'out_file'}; {'id': '21', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '22', 'type': 'if_statement', 'children': ['23', '30']}; {'id': '23', 'type': 'not_operator', 'children': ['24']}; {'id': '24', 'type': 'call', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'utils'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'file_exists'}; {'id': '28', 'type': 'argument_list', 'children': ['29']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'tf_out_file'}; {'id': '30', 'type': 'block', 'children': ['31']}; {'id': '31', 'type': 'with_statement', 'children': ['32', '42']}; {'id': '32', 'type': 'with_clause', 'children': ['33']}; {'id': '33', 'type': 'with_item', 'children': ['34']}; {'id': '34', 'type': 'as_pattern', 'children': ['35', '40']}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'file_transaction'}; {'id': '37', 'type': 'argument_list', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'tf_out_file'}; {'id': '40', 'type': 'as_pattern_target', 'children': ['41']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'tx_out_file'}; {'id': '42', 'type': 'block', 'children': ['43', '57', '82']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '46', 'type': 'conditional_expression', 'children': ['47', '48', '56'], 'value': 'if'}; {'id': '47', 'type': 'string', 'children': [], 'value': '"wes"'}; {'id': '48', 'type': 'comparison_operator', 'children': ['49', '55'], 'value': '=='}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'strelka2'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'coverage_interval_from_bed'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'region_bed'}; {'id': '55', 'type': 'string', 'children': [], 'value': '"targeted"'}; {'id': '56', 'type': 'string', 'children': [], 'value': '"wgs"'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '60', 'type': 'list', 'children': ['61', '62', '63', '69', '70', '71', '72', '73', '74', '80', '81'], 'value': '["dv_call_variants.py", "--cores", dd.get_num_cores(data),\n "--outfile", tx_out_file, "--examples", example_dir,\n "--sample", dd.get_sample_name(data), "--model", model]'}; {'id': '61', 'type': 'string', 'children': [], 'value': '"dv_call_variants.py"'}; {'id': '62', 'type': 'string', 'children': [], 'value': '"--cores"'}; {'id': '63', 'type': 'call', 'children': ['64', '67']}; {'id': '64', 'type': 'attribute', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'dd'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'get_num_cores'}; {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '69', 'type': 'string', 'children': [], 'value': '"--outfile"'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'tx_out_file'}; {'id': '71', 'type': 'string', 'children': [], 'value': '"--examples"'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'example_dir'}; {'id': '73', 'type': 'string', 'children': [], 'value': '"--sample"'}; {'id': '74', 'type': 'call', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'dd'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'get_sample_name'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '80', 'type': 'string', 'children': [], 'value': '"--model"'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '82', 'type': 'expression_statement', 'children': ['83']}; {'id': '83', 'type': 'call', 'children': ['84', '87']}; {'id': '84', 'type': 'attribute', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'do'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'run'}; {'id': '87', 'type': 'argument_list', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '89', 'type': 'binary_operator', 'children': ['90', '91'], 'value': '%'}; {'id': '90', 'type': 'string', 'children': [], 'value': '"DeepVariant call_variants %s"'}; {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'dd'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'get_sample_name'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '97', 'type': 'return_statement', 'children': ['98']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'tf_out_file'} | Call variants from prepared pileup examples, creating tensorflow record file. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'peak_generation'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'mode'}; {'id': '6', 'type': 'block', 'children': ['7']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '11', '29', '79']}; {'id': '8', 'type': 'comparison_operator', 'children': ['9', '10'], 'value': '=='}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'mode'}; {'id': '10', 'type': 'string', 'children': [], 'value': "'MV'"}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'return_statement', 'children': ['13']}; {'id': '13', 'type': 'call', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'list_comprehension', 'children': ['17', '20']}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'capacity'}; {'id': '20', 'type': 'for_in_clause', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '22', 'type': 'call', 'children': ['23', '28']}; {'id': '23', 'type': 'attribute', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'grid'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'generators'}; {'id': '28', 'type': 'argument_list', 'children': []}; {'id': '29', 'type': 'elif_clause', 'children': ['30', '33']}; {'id': '30', 'type': 'comparison_operator', 'children': ['31', '32'], 'value': '=='}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'mode'}; {'id': '32', 'type': 'string', 'children': [], 'value': "'MVLV'"}; {'id': '33', 'type': 'block', 'children': ['34', '53', '57', '75']}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'assignment', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'cum_mv_peak_generation'}; {'id': '37', 'type': 'call', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'list_comprehension', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'capacity'}; {'id': '44', 'type': 'for_in_clause', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': '_'}; {'id': '46', 'type': 'call', 'children': ['47', '52']}; {'id': '47', 'type': 'attribute', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'grid'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'generators'}; {'id': '52', 'type': 'argument_list', 'children': []}; {'id': '53', 'type': 'expression_statement', 'children': ['54']}; {'id': '54', 'type': 'assignment', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'cum_lv_peak_generation'}; {'id': '56', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '57', 'type': 'for_statement', 'children': ['58', '59', '68']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'load_area'}; {'id': '59', 'type': 'call', 'children': ['60', '67']}; {'id': '60', 'type': 'attribute', 'children': ['61', '66']}; {'id': '61', 'type': 'attribute', 'children': ['62', '65']}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'grid'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'grid_district'}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'lv_load_areas'}; {'id': '67', 'type': 'argument_list', 'children': []}; {'id': '68', 'type': 'block', 'children': ['69']}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'augmented_assignment', 'children': ['71', '72'], 'value': '+='}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'cum_lv_peak_generation'}; {'id': '72', 'type': 'attribute', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'load_area'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'peak_generation'}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'binary_operator', 'children': ['77', '78'], 'value': '+'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'cum_mv_peak_generation'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'cum_lv_peak_generation'}; {'id': '79', 'type': 'else_clause', 'children': ['80']}; {'id': '80', 'type': 'block', 'children': ['81']}; {'id': '81', 'type': 'raise_statement', 'children': ['82']}; {'id': '82', 'type': 'call', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '84', 'type': 'argument_list', 'children': ['85']}; {'id': '85', 'type': 'string', 'children': [], 'value': "'parameter \\'mode\\' is invalid!'"} | Calculates cumulative peak generation of generators connected to underlying grids
This is done instantaneously using bottom-up approach.
Parameters
----------
mode: str
determines which generators are included::
'MV': Only generation capacities of MV level are considered.
'MVLV': Generation capacities of MV and LV are considered
(= cumulative generation capacities in entire MVGD).
Returns
-------
float
Cumulative peak generation |
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{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_predicton_csv_lines'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'headers'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'images'}; {'id': '7', 'type': 'block', 'children': ['8', '100', '104', '149']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'images'}; {'id': '10', 'type': 'block', 'children': ['11', '20']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'deepcopy'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '20', 'type': 'for_statement', 'children': ['21', '22', '23']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'img_col'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'images'}; {'id': '23', 'type': 'block', 'children': ['24']}; {'id': '24', 'type': 'for_statement', 'children': ['25', '28', '35']}; {'id': '25', 'type': 'pattern_list', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'im'}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '32', 'type': 'subscript', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'images'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'img_col'}; {'id': '35', 'type': 'block', 'children': ['36', '42', '50', '62', '68', '76', '94']}; {'id': '36', 'type': 'if_statement', 'children': ['37', '40']}; {'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': '=='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'im'}; {'id': '39', 'type': 'string', 'children': [], 'value': "''"}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'continue_statement', 'children': []}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'assignment', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'im'}; {'id': '45', 'type': 'call', 'children': ['46', '49']}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'im'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'copy'}; {'id': '49', 'type': 'argument_list', 'children': []}; {'id': '50', 'type': 'expression_statement', 'children': ['51']}; {'id': '51', 'type': 'call', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'im'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'thumbnail'}; {'id': '55', 'type': 'argument_list', 'children': ['56', '59']}; {'id': '56', 'type': 'tuple', 'children': ['57', '58']}; {'id': '57', 'type': 'integer', 'children': [], 'value': '299'}; {'id': '58', 'type': 'integer', 'children': [], 'value': '299'}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'Image'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'ANTIALIAS'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'BytesIO'}; {'id': '67', 'type': 'argument_list', 'children': []}; {'id': '68', 'type': 'expression_statement', 'children': ['69']}; {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'im'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'save'}; {'id': '73', 'type': 'argument_list', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '75', 'type': 'string', 'children': [], 'value': '"JPEG"'}; {'id': '76', 'type': 'expression_statement', 'children': ['77']}; {'id': '77', 'type': 'assignment', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '79', 'type': 'call', 'children': ['80', '92']}; {'id': '80', 'type': 'attribute', 'children': ['81', '91']}; {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'base64'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'urlsafe_b64encode'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'call', 'children': ['87', '90']}; {'id': '87', 'type': 'attribute', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'getvalue'}; {'id': '90', 'type': 'argument_list', 'children': []}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'decode'}; {'id': '92', 'type': 'argument_list', 'children': ['93']}; {'id': '93', 'type': 'string', 'children': [], 'value': "'ascii'"}; {'id': '94', 'type': 'expression_statement', 'children': ['95']}; {'id': '95', 'type': 'assignment', 'children': ['96', '99']}; {'id': '96', 'type': 'subscript', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'img_col'}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'content'}; {'id': '100', 'type': 'expression_statement', 'children': ['101']}; {'id': '101', 'type': 'assignment', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'csv_lines'}; {'id': '103', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '104', 'type': 'for_statement', 'children': ['105', '106', '107']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '107', 'type': 'block', 'children': ['108', '116', '131', '138']}; {'id': '108', 'type': 'expression_statement', 'children': ['109']}; {'id': '109', 'type': 'assignment', 'children': ['110', '111']}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '111', 'type': 'call', 'children': ['112', '115']}; {'id': '112', 'type': 'attribute', 'children': ['113', '114']}; {'id': '113', 'type': 'identifier', 'children': [], 'value': 'six'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'StringIO'}; {'id': '115', 'type': 'argument_list', 'children': []}; {'id': '116', 'type': 'expression_statement', 'children': ['117']}; {'id': '117', 'type': 'assignment', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'writer'}; {'id': '119', 'type': 'call', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'csv'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'DictWriter'}; {'id': '123', 'type': 'argument_list', 'children': ['124', '125', '128']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '125', 'type': 'keyword_argument', 'children': ['126', '127']}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'fieldnames'}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'headers'}; {'id': '128', 'type': 'keyword_argument', 'children': ['129', '130']}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'lineterminator'}; {'id': '130', 'type': 'string', 'children': [], 'value': "''"}; {'id': '131', 'type': 'expression_statement', 'children': ['132']}; {'id': '132', 'type': 'call', 'children': ['133', '136']}; {'id': '133', 'type': 'attribute', 'children': ['134', '135']}; {'id': '134', 'type': 'identifier', 'children': [], 'value': 'writer'}; {'id': '135', 'type': 'identifier', 'children': [], 'value': 'writerow'}; {'id': '136', 'type': 'argument_list', 'children': ['137']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '138', 'type': 'expression_statement', 'children': ['139']}; {'id': '139', 'type': 'call', 'children': ['140', '143']}; {'id': '140', 'type': 'attribute', 'children': ['141', '142']}; {'id': '141', 'type': 'identifier', 'children': [], 'value': 'csv_lines'}; {'id': '142', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '143', 'type': 'argument_list', 'children': ['144']}; {'id': '144', 'type': 'call', 'children': ['145', '148']}; {'id': '145', 'type': 'attribute', 'children': ['146', '147']}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'buf'}; {'id': '147', 'type': 'identifier', 'children': [], 'value': 'getvalue'}; {'id': '148', 'type': 'argument_list', 'children': []}; {'id': '149', 'type': 'return_statement', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'csv_lines'} | Create CSV lines from list-of-dict data. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'decide'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'package'}; {'id': '6', 'type': 'block', 'children': ['7', '18', '24', '34']}; {'id': '7', 'type': 'if_statement', 'children': ['8', '11']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': '_backtracking'}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'augmented_assignment', 'children': ['14', '17'], 'value': '+='}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': '_attempted_solutions'}; {'id': '17', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_backtracking'}; {'id': '23', 'type': 'False', 'children': []}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '33']}; {'id': '26', 'type': 'subscript', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_decisions'}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'package'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'package'}; {'id': '34', 'type': 'expression_statement', 'children': ['35']}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': '_assign'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'call', 'children': ['41', '44']}; {'id': '41', 'type': 'attribute', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'Assignment'}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'decision'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '46', '49']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'package'}; {'id': '46', 'type': 'attribute', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'decision_level'}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': '_assignments'} | Adds an assignment of package as a decision
and increments the decision level. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_set_schedules'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '13', '19']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '11']}; {'id': '8', 'type': 'attribute', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'schedules'}; {'id': '11', 'type': 'list', 'children': ['12'], 'value': "['ReturnHeader990x', ]"}; {'id': '12', 'type': 'string', 'children': [], 'value': "'ReturnHeader990x'"}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'otherforms'}; {'id': '18', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '19', 'type': 'for_statement', 'children': ['20', '21', '32']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'sked'}; {'id': '21', 'type': 'call', 'children': ['22', '31']}; {'id': '22', 'type': 'attribute', 'children': ['23', '30']}; {'id': '23', 'type': 'subscript', 'children': ['24', '29']}; {'id': '24', 'type': 'subscript', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'raw_irs_dict'}; {'id': '28', 'type': 'string', 'children': [], 'value': "'Return'"}; {'id': '29', 'type': 'string', 'children': [], 'value': "'ReturnData'"}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '31', 'type': 'argument_list', 'children': []}; {'id': '32', 'type': 'block', 'children': ['33']}; {'id': '33', 'type': 'if_statement', 'children': ['34', '41']}; {'id': '34', 'type': 'not_operator', 'children': ['35']}; {'id': '35', 'type': 'call', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'sked'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '39', 'type': 'argument_list', 'children': ['40']}; {'id': '40', 'type': 'string', 'children': [], 'value': '"@"'}; {'id': '41', 'type': 'block', 'children': ['42']}; {'id': '42', 'type': 'if_statement', 'children': ['43', '46', '56']}; {'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': 'in'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'sked'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'KNOWN_SCHEDULES'}; {'id': '46', 'type': 'block', 'children': ['47']}; {'id': '47', 'type': 'expression_statement', 'children': ['48']}; {'id': '48', 'type': 'call', 'children': ['49', '54']}; {'id': '49', 'type': 'attribute', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'schedules'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '54', 'type': 'argument_list', 'children': ['55']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'sked'}; {'id': '56', 'type': 'else_clause', 'children': ['57']}; {'id': '57', 'type': 'block', 'children': ['58']}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'call', 'children': ['60', '65']}; {'id': '60', 'type': 'attribute', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'otherforms'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '65', 'type': 'argument_list', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'sked'} | Attach the known and unknown schedules |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'chi_squareds'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '30', '43', '52', '59', '63', '79']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '27']}; {'id': '10', 'type': 'boolean_operator', 'children': ['11', '19'], 'value': 'or'}; {'id': '11', 'type': 'comparison_operator', 'children': ['12', '18'], 'value': '=='}; {'id': '12', 'type': 'call', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '14', 'type': 'argument_list', 'children': ['15']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': '_set_xdata'}; {'id': '18', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '19', 'type': 'comparison_operator', 'children': ['20', '26'], 'value': '=='}; {'id': '20', 'type': 'call', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': '_set_ydata'}; {'id': '26', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '27', 'type': 'block', 'children': ['28']}; {'id': '28', 'type': 'return_statement', 'children': ['29']}; {'id': '29', 'type': 'None', 'children': []}; {'id': '30', 'type': 'if_statement', 'children': ['31', '34']}; {'id': '31', 'type': 'comparison_operator', 'children': ['32', '33'], 'value': 'is'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '33', 'type': 'None', 'children': []}; {'id': '34', 'type': 'block', 'children': ['35']}; {'id': '35', 'type': 'expression_statement', 'children': ['36']}; {'id': '36', 'type': 'assignment', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '38', 'type': 'subscript', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'results'}; {'id': '42', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'rs'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'studentized_residuals'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'p'}; {'id': '52', 'type': 'if_statement', 'children': ['53', '56']}; {'id': '53', 'type': 'comparison_operator', 'children': ['54', '55'], 'value': '=='}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'rs'}; {'id': '55', 'type': 'None', 'children': []}; {'id': '56', 'type': 'block', 'children': ['57']}; {'id': '57', 'type': 'return_statement', 'children': ['58']}; {'id': '58', 'type': 'None', 'children': []}; {'id': '59', 'type': 'expression_statement', 'children': ['60']}; {'id': '60', 'type': 'assignment', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'cs'}; {'id': '62', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '63', 'type': 'for_statement', 'children': ['64', '65', '66']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'rs'}; {'id': '66', 'type': 'block', 'children': ['67']}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'cs'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}; {'id': '73', 'type': 'call', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'sum'}; {'id': '75', 'type': 'argument_list', 'children': ['76']}; {'id': '76', 'type': 'binary_operator', 'children': ['77', '78'], 'value': '**'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'r'}; {'id': '78', 'type': 'integer', 'children': [], 'value': '2'}; {'id': '79', 'type': 'return_statement', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'cs'} | Returns a list of chi squared for each data set. Also uses ydata_massaged.
p=None means use the fit results |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '9']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'AddXrefFrom'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'ref_kind'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'classobj'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'methodobj'}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'offset'}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'expression_statement', 'children': ['11']}; {'id': '11', 'type': 'call', 'children': ['12', '19']}; {'id': '12', 'type': 'attribute', 'children': ['13', '18']}; {'id': '13', 'type': 'subscript', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'xreffrom'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'classobj'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '19', 'type': 'argument_list', 'children': ['20']}; {'id': '20', 'type': 'tuple', 'children': ['21', '22', '23']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'ref_kind'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'methodobj'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'offset'} | Creates a crossreference from this class.
XrefFrom means, that the current class is called by another class.
:param REF_TYPE ref_kind: type of call
:param classobj: :class:`ClassAnalysis` object to link
:param methodobj:
:param offset: Offset in the methods bytecode, where the call happens
:return: |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'streaming_command'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'raw'}; {'id': '8', 'type': 'False', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'timeout_ms'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13', '25']}; {'id': '13', 'type': 'if_statement', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'raw'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_to_raw_command'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '32']}; {'id': '27', 'type': 'attribute', 'children': ['28', '31']}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'adb_connection'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'streaming_command'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34', '35']}; {'id': '33', 'type': 'string', 'children': [], 'value': "'shell'"}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'timeout_ms'} | Run the given command and yield the output as we receive it. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'g_step'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'gen_frames'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'fake_logits_stop'}; {'id': '7', 'type': 'block', 'children': ['8', '27', '36', '45', '55', '65', '77', '90']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'assignment', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'hparam_to_gen_loss'}; {'id': '11', 'type': 'dictionary', 'children': ['12', '17', '22']}; {'id': '12', 'type': 'pair', 'children': ['13', '14']}; {'id': '13', 'type': 'string', 'children': [], 'value': '"least_squares"'}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'gan_losses'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'least_squares_generator_loss'}; {'id': '17', 'type': 'pair', 'children': ['18', '19']}; {'id': '18', 'type': 'string', 'children': [], 'value': '"cross_entropy"'}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'gan_losses'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'modified_generator_loss'}; {'id': '22', 'type': 'pair', 'children': ['23', '24']}; {'id': '23', 'type': 'string', 'children': [], 'value': '"wasserstein"'}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'gan_losses'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'wasserstein_generator_loss'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'fake_logits'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'discriminator'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'gen_frames'}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'mean_fake_logits'}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'reduce_mean'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'fake_logits'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'call', 'children': ['47', '52']}; {'id': '47', 'type': 'attribute', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'summary'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'scalar'}; {'id': '52', 'type': 'argument_list', 'children': ['53', '54']}; {'id': '53', 'type': 'string', 'children': [], 'value': '"mean_fake_logits"'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'mean_fake_logits'}; {'id': '55', 'type': 'expression_statement', 'children': ['56']}; {'id': '56', 'type': 'assignment', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'generator_loss_func'}; {'id': '58', 'type': 'subscript', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'hparam_to_gen_loss'}; {'id': '60', 'type': 'attribute', 'children': ['61', '64']}; {'id': '61', 'type': 'attribute', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'hparams'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'gan_loss'}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'assignment', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'gan_g_loss_pos_d'}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'generator_loss_func'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '74']}; {'id': '71', 'type': 'keyword_argument', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'discriminator_gen_outputs'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'fake_logits'}; {'id': '74', 'type': 'keyword_argument', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'add_summaries'}; {'id': '76', 'type': 'True', 'children': []}; {'id': '77', 'type': 'expression_statement', 'children': ['78']}; {'id': '78', 'type': 'assignment', 'children': ['79', '80']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'gan_g_loss_neg_d'}; {'id': '80', 'type': 'unary_operator', 'children': ['81'], 'value': '-'}; {'id': '81', 'type': 'call', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'generator_loss_func'}; {'id': '83', 'type': 'argument_list', 'children': ['84', '87']}; {'id': '84', 'type': 'keyword_argument', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'discriminator_gen_outputs'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'fake_logits_stop'}; {'id': '87', 'type': 'keyword_argument', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'add_summaries'}; {'id': '89', 'type': 'True', 'children': []}; {'id': '90', 'type': 'return_statement', 'children': ['91']}; {'id': '91', 'type': 'expression_list', 'children': ['92', '93']}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'gan_g_loss_pos_d'}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'gan_g_loss_neg_d'} | Performs the generator step in computing the GAN loss.
Args:
gen_frames: Generated frames
fake_logits_stop: Logits corresponding to the generated frames as per
the discriminator. Assumed to have a stop-gradient term.
Returns:
gan_g_loss_pos_d: Loss.
gan_g_loss_neg_d: -gan_g_loss_pos_d but with a stop gradient on generator. |
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{'id': '14', 'type': 'default_parameter', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'analyze'}; {'id': '16', 'type': 'None', 'children': []}; {'id': '17', 'type': 'default_parameter', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'data_frequency'}; {'id': '19', 'type': 'string', 'children': [], 'value': "'daily'"}; {'id': '20', 'type': 'default_parameter', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'bundle'}; {'id': '22', 'type': 'string', 'children': [], 'value': "'quantopian-quandl'"}; {'id': '23', 'type': 'default_parameter', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'bundle_timestamp'}; {'id': '25', 'type': 'None', 'children': []}; {'id': '26', 'type': 'default_parameter', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'trading_calendar'}; {'id': '28', 'type': 'None', 'children': []}; {'id': '29', 'type': 'default_parameter', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'metrics_set'}; {'id': '31', 'type': 'string', 'children': [], 'value': "'default'"}; {'id': '32', 'type': 'default_parameter', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'benchmark_returns'}; {'id': '34', 'type': 'None', 'children': []}; {'id': '35', 'type': 'default_parameter', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'default_extension'}; {'id': '37', 'type': 'True', 'children': []}; {'id': '38', 'type': 'default_parameter', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'extensions'}; {'id': '40', 'type': 'tuple', 'children': []}; {'id': '41', 'type': 'default_parameter', 'children': ['42', '43']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'strict_extensions'}; {'id': '43', 'type': 'True', 'children': []}; {'id': '44', 'type': 'default_parameter', 'children': ['45', '46']}; 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{'id': '117', 'type': 'identifier', 'children': [], 'value': 'metrics_set'}; {'id': '118', 'type': 'keyword_argument', 'children': ['119', '120']}; {'id': '119', 'type': 'identifier', 'children': [], 'value': 'local_namespace'}; {'id': '120', 'type': 'False', 'children': []}; {'id': '121', 'type': 'keyword_argument', 'children': ['122', '123']}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'environ'}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'environ'}; {'id': '124', 'type': 'keyword_argument', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'blotter'}; {'id': '126', 'type': 'identifier', 'children': [], 'value': 'blotter'}; {'id': '127', 'type': 'keyword_argument', 'children': ['128', '129']}; {'id': '128', 'type': 'identifier', 'children': [], 'value': 'benchmark_returns'}; {'id': '129', 'type': 'identifier', 'children': [], 'value': 'benchmark_returns'} | Run a trading algorithm.
Parameters
----------
start : datetime
The start date of the backtest.
end : datetime
The end date of the backtest..
initialize : callable[context -> None]
The initialize function to use for the algorithm. This is called once
at the very begining of the backtest and should be used to set up
any state needed by the algorithm.
capital_base : float
The starting capital for the backtest.
handle_data : callable[(context, BarData) -> None], optional
The handle_data function to use for the algorithm. This is called
every minute when ``data_frequency == 'minute'`` or every day
when ``data_frequency == 'daily'``.
before_trading_start : callable[(context, BarData) -> None], optional
The before_trading_start function for the algorithm. This is called
once before each trading day (after initialize on the first day).
analyze : callable[(context, pd.DataFrame) -> None], optional
The analyze function to use for the algorithm. This function is called
once at the end of the backtest and is passed the context and the
performance data.
data_frequency : {'daily', 'minute'}, optional
The data frequency to run the algorithm at.
bundle : str, optional
The name of the data bundle to use to load the data to run the backtest
with. This defaults to 'quantopian-quandl'.
bundle_timestamp : datetime, optional
The datetime to lookup the bundle data for. This defaults to the
current time.
trading_calendar : TradingCalendar, optional
The trading calendar to use for your backtest.
metrics_set : iterable[Metric] or str, optional
The set of metrics to compute in the simulation. If a string is passed,
resolve the set with :func:`zipline.finance.metrics.load`.
default_extension : bool, optional
Should the default zipline extension be loaded. This is found at
``$ZIPLINE_ROOT/extension.py``
extensions : iterable[str], optional
The names of any other extensions to load. Each element may either be
a dotted module path like ``a.b.c`` or a path to a python file ending
in ``.py`` like ``a/b/c.py``.
strict_extensions : bool, optional
Should the run fail if any extensions fail to load. If this is false,
a warning will be raised instead.
environ : mapping[str -> str], optional
The os environment to use. Many extensions use this to get parameters.
This defaults to ``os.environ``.
blotter : str or zipline.finance.blotter.Blotter, optional
Blotter to use with this algorithm. If passed as a string, we look for
a blotter construction function registered with
``zipline.extensions.register`` and call it with no parameters.
Default is a :class:`zipline.finance.blotter.SimulationBlotter` that
never cancels orders.
Returns
-------
perf : pd.DataFrame
The daily performance of the algorithm.
See Also
--------
zipline.data.bundles.bundles : The available data bundles. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'change_type'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '6', 'type': 'block', 'children': ['7', '13', '24', '33']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'target_type'}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_type'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'target'}; {'id': '16', 'type': 'call', 'children': ['17', '22']}; {'id': '17', 'type': 'attribute', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': '_embedded'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'createInstance'}; {'id': '22', 'type': 'argument_list', 'children': ['23']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'target_type'}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '31']}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': '_embedded'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'setDiagram'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'target'}; {'id': '33', 'type': 'return_statement', 'children': ['34']}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'target'} | Change type of diagram in this chart.
Accepts one of classes which extend Diagram. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '12']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'join_channel'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'block', 'children': ['13', '18', '28']}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '16', 'type': 'list', 'children': ['17'], 'value': '[channel]'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'channel'}; {'id': '18', 'type': 'if_statement', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '26', 'type': 'argument_list', 'children': ['27']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'call', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'send'}; {'id': '33', 'type': 'argument_list', 'children': ['34', '35', '38']}; {'id': '34', 'type': 'string', 'children': [], 'value': "'JOIN'"}; {'id': '35', 'type': 'keyword_argument', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'params'}; {'id': '38', 'type': 'keyword_argument', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'tags'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'tags'} | Join the given channel. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '15']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'send'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '9', '12']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '6', 'type': 'default_parameter', 'children': ['7', '8']}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'tries'}; {'id': '8', 'type': 'None', 'children': []}; {'id': '9', 'type': 'default_parameter', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '11', 'type': 'None', 'children': []}; {'id': '12', 'type': 'default_parameter', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'raw'}; {'id': '14', 'type': 'False', 'children': []}; {'id': '15', 'type': 'block', 'children': ['16', '31', '42', '55', '75']}; {'id': '16', 'type': 'if_statement', 'children': ['17', '20']}; {'id': '17', 'type': 'comparison_operator', 'children': ['18', '19'], 'value': 'not in'}; {'id': '18', 'type': 'string', 'children': [], 'value': "'cmd'"}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '20', 'type': 'block', 'children': ['21', '29']}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'call', 'children': ['23', '26']}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '26', 'type': 'argument_list', 'children': ['27', '28']}; {'id': '27', 'type': 'string', 'children': [], 'value': "'Malformed request, no cmd: %s'"}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '29', 'type': 'return_statement', 'children': ['30']}; {'id': '30', 'type': 'dictionary', 'children': []}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '34', 'type': 'call', 'children': ['35', '40']}; {'id': '35', 'type': 'attribute', 'children': ['36', '39']}; {'id': '36', 'type': 'subscript', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '38', 'type': 'string', 'children': [], 'value': "'cmd'"}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'lstrip'}; {'id': '40', 'type': 'argument_list', 'children': ['41']}; {'id': '41', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '42', 'type': 'if_statement', 'children': ['43', '48']}; {'id': '43', 'type': 'comparison_operator', 'children': ['44', '45'], 'value': 'in'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'cmd_stub'}; {'id': '48', 'type': 'block', 'children': ['49']}; {'id': '49', 'type': 'return_statement', 'children': ['50']}; {'id': '50', 'type': 'subscript', 'children': ['51', '54']}; {'id': '51', 'type': 'attribute', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'cmd_stub'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '55', 'type': 'if_statement', 'children': ['56', '64']}; {'id': '56', 'type': 'not_operator', 'children': ['57']}; {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'hasattr'}; {'id': '59', 'type': 'argument_list', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '64', 'type': 'block', 'children': ['65', '73']}; {'id': '65', 'type': 'expression_statement', 'children': ['66']}; {'id': '66', 'type': 'call', 'children': ['67', '70']}; {'id': '67', 'type': 'attribute', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'log'}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'error'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}; {'id': '71', 'type': 'string', 'children': [], 'value': "'Malformed request, invalid cmd: %s'"}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'load'}; {'id': '73', 'type': 'return_statement', 'children': ['74']}; {'id': '74', 'type': 'dictionary', 'children': []}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'call', 'children': ['77', '84']}; {'id': '77', 'type': 'call', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'getattr'}; {'id': '79', 'type': 'argument_list', 'children': ['80', '83']}; {'id': '80', 'type': 'attribute', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'fs'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'cmd'}; {'id': '84', 'type': 'argument_list', 'children': ['85']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'load'} | Emulate the channel send method, the tries and timeout are not used |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'construct_func_expr'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '5', 'type': 'block', 'children': ['6', '12']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '9', 'type': 'subscript', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '11', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '12', 'type': 'if_statement', 'children': ['13', '26', '81', '101']}; {'id': '13', 'type': 'boolean_operator', 'children': ['14', '20'], 'value': 'and'}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'startswith'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '20', 'type': 'call', 'children': ['21', '24']}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'endswith'}; {'id': '24', 'type': 'argument_list', 'children': ['25']}; {'id': '25', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '26', 'type': 'block', 'children': ['27', '36']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'strip'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'string', 'children': [], 'value': "'_'"}; {'id': '36', 'type': 'if_statement', 'children': ['37', '40', '51', '74']}; {'id': '37', 'type': 'comparison_operator', 'children': ['38', '39'], 'value': '=='}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '39', 'type': 'string', 'children': [], 'value': "'var'"}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'return_statement', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'Var'}; {'id': '44', 'type': 'argument_list', 'children': ['45']}; {'id': '45', 'type': 'call', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'str'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'subscript', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '50', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '51', 'type': 'elif_clause', 'children': ['52', '55']}; {'id': '52', 'type': 'comparison_operator', 'children': ['53', '54'], 'value': '=='}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '54', 'type': 'string', 'children': [], 'value': "'literal'"}; {'id': '55', 'type': 'block', 'children': ['56', '67']}; {'id': '56', 'type': 'if_statement', 'children': ['57', '64']}; {'id': '57', 'type': 'call', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '59', 'type': 'argument_list', 'children': ['60', '63']}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '62', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'basestring'}; {'id': '64', 'type': 'block', 'children': ['65']}; {'id': '65', 'type': 'raise_statement', 'children': ['66']}; {'id': '66', 'type': 'string', 'children': [], 'value': '"not implemented"'}; {'id': '67', 'type': 'return_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'Constant'}; {'id': '70', 'type': 'argument_list', 'children': ['71']}; {'id': '71', 'type': 'subscript', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '73', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '74', 'type': 'elif_clause', 'children': ['75', '78']}; {'id': '75', 'type': 'comparison_operator', 'children': ['76', '77'], 'value': '=='}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '77', 'type': 'string', 'children': [], 'value': "'cast'"}; {'id': '78', 'type': 'block', 'children': ['79']}; {'id': '79', 'type': 'raise_statement', 'children': ['80']}; {'id': '80', 'type': 'string', 'children': [], 'value': '"not implemented"'}; {'id': '81', 'type': 'elif_clause', 'children': ['82', '85']}; {'id': '82', 'type': 'comparison_operator', 'children': ['83', '84'], 'value': 'in'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '84', 'type': 'string', 'children': [], 'value': "'+-/*'"}; {'id': '85', 'type': 'block', 'children': ['86']}; {'id': '86', 'type': 'return_statement', 'children': ['87']}; {'id': '87', 'type': 'call', 'children': ['88', '89']}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'ArithErrFunc'}; {'id': '89', 'type': 'argument_list', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '91', 'type': 'list_splat', 'children': ['92']}; {'id': '92', 'type': 'call', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '94', 'type': 'argument_list', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'construct_func_expr'}; {'id': '96', 'type': 'subscript', 'children': ['97', '98']}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '98', 'type': 'slice', 'children': ['99', '100']}; {'id': '99', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '100', 'type': 'colon', 'children': []}; {'id': '101', 'type': 'else_clause', 'children': ['102']}; {'id': '102', 'type': 'block', 'children': ['103', '113', '129']}; {'id': '103', 'type': 'expression_statement', 'children': ['104']}; {'id': '104', 'type': 'assignment', 'children': ['105', '106']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'klass'}; {'id': '106', 'type': 'call', 'children': ['107', '110']}; {'id': '107', 'type': 'attribute', 'children': ['108', '109']}; {'id': '108', 'type': 'identifier', 'children': [], 'value': '__agg2f__'}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '110', 'type': 'argument_list', 'children': ['111', '112']}; {'id': '111', 'type': 'identifier', 'children': [], 'value': 'op'}; {'id': '112', 'type': 'None', 'children': []}; {'id': '113', 'type': 'if_statement', 'children': ['114', '115']}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'klass'}; {'id': '115', 'type': 'block', 'children': ['116']}; {'id': '116', 'type': 'return_statement', 'children': ['117']}; {'id': '117', 'type': 'call', 'children': ['118', '119']}; {'id': '118', 'type': 'identifier', 'children': [], 'value': 'klass'}; {'id': '119', 'type': 'argument_list', 'children': ['120']}; {'id': '120', 'type': 'call', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'map'}; {'id': '122', 'type': 'argument_list', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'construct_func_expr'}; {'id': '124', 'type': 'subscript', 'children': ['125', '126']}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '126', 'type': 'slice', 'children': ['127', '128']}; {'id': '127', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '128', 'type': 'colon', 'children': []}; {'id': '129', 'type': 'raise_statement', 'children': ['130']}; {'id': '130', 'type': 'string', 'children': [], 'value': '"no klass"'} | construct the function expression |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'wait'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '7', 'type': 'None', 'children': []}; {'id': '8', 'type': 'block', 'children': ['9', '24']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'us'}; {'id': '12', 'type': 'conditional_expression', 'children': ['13', '15', '18'], 'value': 'if'}; {'id': '13', 'type': 'unary_operator', 'children': ['14'], 'value': '-'}; {'id': '14', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '15', 'type': 'comparison_operator', 'children': ['16', '17'], 'value': 'is'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '17', 'type': 'None', 'children': []}; {'id': '18', 'type': 'call', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '20', 'type': 'argument_list', 'children': ['21']}; {'id': '21', 'type': 'binary_operator', 'children': ['22', '23'], 'value': '*'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '23', 'type': 'integer', 'children': [], 'value': '1000000'}; {'id': '24', 'type': 'return_statement', 'children': ['25']}; {'id': '25', 'type': 'call', 'children': ['26', '33']}; {'id': '26', 'type': 'attribute', 'children': ['27', '32']}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'super'}; {'id': '29', 'type': 'argument_list', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'Reader'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'wait'}; {'id': '33', 'type': 'argument_list', 'children': ['34']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'us'} | Wait for a change in the journal.
`timeout` is the maximum time in seconds to wait, or None which
means to wait forever.
Returns one of NOP (no change), APPEND (new entries have been added to
the end of the journal), or INVALIDATE (journal files have been added or
removed). |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_get_symmetry'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '27', '31', '61', '70', '83']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'spglib'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'get_symmetry'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '17', '22']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': '_cell'}; {'id': '17', 'type': 'keyword_argument', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'symprec'}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': '_symprec'}; {'id': '22', 'type': 'keyword_argument', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'angle_tolerance'}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': '_angle_tol'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '30', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '31', 'type': 'for_statement', 'children': ['32', '33', '36']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '33', 'type': 'subscript', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '35', 'type': 'string', 'children': [], 'value': '"translations"'}; {'id': '36', 'type': 'block', 'children': ['37']}; {'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': 'trans'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '42', 'type': 'argument_list', 'children': ['43']}; {'id': '43', 'type': 'list_comprehension', 'children': ['44', '58']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'call', 'children': ['48', '56']}; {'id': '48', 'type': 'attribute', 'children': ['49', '55']}; {'id': '49', 'type': 'call', 'children': ['50', '53']}; {'id': '50', 'type': 'attribute', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'Fraction'}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'from_float'}; {'id': '53', 'type': 'argument_list', 'children': ['54']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'limit_denominator'}; {'id': '56', 'type': 'argument_list', 'children': ['57']}; {'id': '57', 'type': 'integer', 'children': [], 'value': '1000'}; {'id': '58', 'type': 'for_in_clause', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 't'}; {'id': '61', 'type': 'expression_statement', 'children': ['62']}; {'id': '62', 'type': 'assignment', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '64', 'type': 'call', 'children': ['65', '68']}; {'id': '65', 'type': 'attribute', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'array'}; {'id': '68', 'type': 'argument_list', 'children': ['69']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '70', 'type': 'expression_statement', 'children': ['71']}; {'id': '71', 'type': 'assignment', 'children': ['72', '82']}; {'id': '72', 'type': 'subscript', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '74', 'type': 'comparison_operator', 'children': ['75', '81'], 'value': '=='}; {'id': '75', 'type': 'call', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'np'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'abs'}; {'id': '79', 'type': 'argument_list', 'children': ['80']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'trans'}; {'id': '81', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '82', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '83', 'type': 'return_statement', 'children': ['84']}; {'id': '84', 'type': 'expression_list', 'children': ['85', '88']}; {'id': '85', 'type': 'subscript', 'children': ['86', '87']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'd'}; {'id': '87', 'type': 'string', 'children': [], 'value': '"rotations"'}; {'id': '88', 'type': 'identifier', 'children': [], 'value': 'trans'} | Get the symmetry operations associated with the structure.
Returns:
Symmetry operations as a tuple of two equal length sequences.
(rotations, translations). "rotations" is the numpy integer array
of the rotation matrices for scaled positions
"translations" gives the numpy float64 array of the translation
vectors in scaled positions. |
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Args:
console (Console): Blit destination Console.
dest_x (int): Console tile X position starting from the left at 0.
dest_y (int): Console tile Y position starting from the top at 0.
img_x (int): Left corner pixel of the Image to blit
img_y (int): Top corner pixel of the Image to blit
img_width (int): Width of the Image to blit.
Use -1 for the full Image width.
img_height (int): Height of the Image to blit.
Use -1 for the full Image height. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'lookup'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '6', 'type': 'block', 'children': ['7', '27', '54']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'assignment', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '10', 'type': 'call', 'children': ['11', '26']}; {'id': '11', 'type': 'attribute', 'children': ['12', '25']}; {'id': '12', 'type': 'call', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'filter'}; {'id': '16', 'type': 'argument_list', 'children': ['17']}; {'id': '17', 'type': 'lambda', 'children': ['18', '20']}; {'id': '18', 'type': 'lambda_parameters', 'children': ['19']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'kv'}; {'id': '20', 'type': 'comparison_operator', 'children': ['21', '24'], 'value': '=='}; {'id': '21', 'type': 'subscript', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'kv'}; {'id': '23', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '26', 'type': 'argument_list', 'children': []}; {'id': '27', 'type': 'if_statement', 'children': ['28', '33']}; {'id': '28', 'type': 'comparison_operator', 'children': ['29', '32'], 'value': 'is not'}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'partitioner'}; {'id': '32', 'type': 'None', 'children': []}; {'id': '33', 'type': 'block', 'children': ['34']}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'call', 'children': ['36', '41']}; {'id': '36', 'type': 'attribute', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'ctx'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'runJob'}; {'id': '41', 'type': 'argument_list', 'children': ['42', '43', '47']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '43', 'type': 'lambda', 'children': ['44', '46']}; {'id': '44', 'type': 'lambda_parameters', 'children': ['45']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '47', 'type': 'list', 'children': ['48'], 'value': '[self.partitioner(key)]'}; {'id': '48', 'type': 'call', 'children': ['49', '52']}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'partitioner'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '54', 'type': 'return_statement', 'children': ['55']}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'collect'}; {'id': '59', 'type': 'argument_list', 'children': []} | Return the list of values in the RDD for key `key`. This operation
is done efficiently if the RDD has a known partitioner by only
searching the partition that the key maps to.
>>> l = range(1000)
>>> rdd = sc.parallelize(zip(l, l), 10)
>>> rdd.lookup(42) # slow
[42]
>>> sorted = rdd.sortByKey()
>>> sorted.lookup(42) # fast
[42]
>>> sorted.lookup(1024)
[]
>>> rdd2 = sc.parallelize([(('a', 'b'), 'c')]).groupByKey()
>>> list(rdd2.lookup(('a', 'b'))[0])
['c'] |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'anchor'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '14']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'anchor'}; {'id': '9', 'type': 'subscript', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': '_subtotal_dict'}; {'id': '13', 'type': 'string', 'children': [], 'value': '"anchor"'}; {'id': '14', 'type': 'try_statement', 'children': ['15', '36']}; {'id': '15', 'type': 'block', 'children': ['16', '23', '34']}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'anchor'}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'anchor'}; {'id': '23', 'type': 'if_statement', 'children': ['24', '31']}; {'id': '24', 'type': 'comparison_operator', 'children': ['25', '26'], 'value': 'not in'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'anchor'}; {'id': '26', 'type': 'attribute', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'valid_elements'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'element_ids'}; {'id': '31', 'type': 'block', 'children': ['32']}; {'id': '32', 'type': 'return_statement', 'children': ['33']}; {'id': '33', 'type': 'string', 'children': [], 'value': '"bottom"'}; {'id': '34', 'type': 'return_statement', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'anchor'}; {'id': '36', 'type': 'except_clause', 'children': ['37', '40']}; {'id': '37', 'type': 'tuple', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'TypeError'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'ValueError'}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'return_statement', 'children': ['42']}; {'id': '42', 'type': 'call', 'children': ['43', '46']}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'anchor'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'lower'}; {'id': '46', 'type': 'argument_list', 'children': []} | int or str indicating element under which to insert this subtotal.
An int anchor is the id of the dimension element (category or
subvariable) under which to place this subtotal. The return value can
also be one of 'top' or 'bottom'.
The return value defaults to 'bottom' for an anchor referring to an
element that is no longer present in the dimension or an element that
represents missing data. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'as_coeff_unit'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '18', '25', '46']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '11']}; {'id': '8', 'type': 'pattern_list', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'coeff'}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'mul'}; {'id': '11', 'type': 'call', 'children': ['12', '17']}; {'id': '12', 'type': 'attribute', 'children': ['13', '16']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'expr'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'as_coeff_Mul'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'coeff'}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'float'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'coeff'}; {'id': '25', 'type': 'expression_statement', 'children': ['26']}; {'id': '26', 'type': 'assignment', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '28', 'type': 'call', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'Unit'}; {'id': '30', 'type': 'argument_list', 'children': ['31', '32', '37', '40', '43']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'mul'}; {'id': '32', 'type': 'binary_operator', 'children': ['33', '36'], 'value': '/'}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'base_value'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'coeff'}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'base_offset'}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'dimensions'}; {'id': '43', 'type': 'attribute', 'children': ['44', '45']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'registry'}; {'id': '46', 'type': 'return_statement', 'children': ['47']}; {'id': '47', 'type': 'expression_list', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'coeff'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ret'} | Factor the coefficient multiplying a unit
For units that are multiplied by a constant dimensionless
coefficient, returns a tuple containing the coefficient and
a new unit object for the unmultiplied unit.
Example
-------
>>> import unyt as u
>>> unit = (u.m**2/u.cm).simplify()
>>> unit
100*m
>>> unit.as_coeff_unit()
(100.0, m) |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'push'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '7', 'type': 'block', 'children': ['8']}; {'id': '8', 'type': 'expression_statement', 'children': ['9']}; {'id': '9', 'type': 'call', 'children': ['10', '15']}; {'id': '10', 'type': 'attribute', 'children': ['11', '14']}; {'id': '11', 'type': 'attribute', 'children': ['12', '13']}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '13', 'type': 'identifier', 'children': [], 'value': '_queue'}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'put'}; {'id': '15', 'type': 'argument_list', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'Chunk'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'filename'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'data'} | Push a chunk of a file to the streaming endpoint.
Args:
filename: Name of file that this is a chunk of.
chunk_id: TODO: change to 'offset'
chunk: File data. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '11']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set_terminal_width'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '8']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'default_parameter', 'children': ['6', '7']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '7', 'type': 'string', 'children': [], 'value': '""'}; {'id': '8', 'type': 'default_parameter', 'children': ['9', '10']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'delay_factor'}; {'id': '10', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '11', 'type': 'block', 'children': ['12', '18', '27', '36', '43', '51', '65']}; {'id': '12', 'type': 'if_statement', 'children': ['13', '15']}; {'id': '13', 'type': 'not_operator', 'children': ['14']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '15', 'type': 'block', 'children': ['16']}; {'id': '16', 'type': 'return_statement', 'children': ['17']}; {'id': '17', 'type': 'string', 'children': [], 'value': '""'}; {'id': '18', 'type': 'expression_statement', 'children': ['19']}; {'id': '19', 'type': 'assignment', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'delay_factor'}; {'id': '21', 'type': 'call', 'children': ['22', '25']}; {'id': '22', 'type': 'attribute', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'select_delay_factor'}; {'id': '25', 'type': 'argument_list', 'children': ['26']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'delay_factor'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'normalize_cmd'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '41']}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'write_channel'}; {'id': '41', 'type': 'argument_list', 'children': ['42']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'command'}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'read_until_prompt'}; {'id': '50', 'type': 'argument_list', 'children': []}; {'id': '51', 'type': 'if_statement', 'children': ['52', '55']}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'ansi_escape_codes'}; {'id': '55', 'type': 'block', 'children': ['56']}; {'id': '56', 'type': 'expression_statement', 'children': ['57']}; {'id': '57', 'type': 'assignment', 'children': ['58', '59']}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '59', 'type': 'call', 'children': ['60', '63']}; {'id': '60', 'type': 'attribute', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'strip_ansi_escape_codes'}; {'id': '63', 'type': 'argument_list', 'children': ['64']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'output'}; {'id': '65', 'type': 'return_statement', 'children': ['66']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'output'} | CLI terminals try to automatically adjust the line based on the width of the terminal.
This causes the output to get distorted when accessed programmatically.
Set terminal width to 511 which works on a broad set of devices.
:param command: Command string to send to the device
:type command: str
:param delay_factor: See __init__: global_delay_factor
:type delay_factor: int |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'generate_string'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'initial_logits'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'initial_state'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'sequence_length'}; {'id': '8', 'type': 'block', 'children': ['9', '13', '17', '21', '97', '106']}; {'id': '9', 'type': 'expression_statement', 'children': ['10']}; {'id': '10', 'type': 'assignment', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'current_logits'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'initial_logits'}; {'id': '13', 'type': 'expression_statement', 'children': ['14']}; {'id': '14', 'type': 'assignment', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'current_state'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'initial_state'}; {'id': '17', 'type': 'expression_statement', 'children': ['18']}; {'id': '18', 'type': 'assignment', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'generated_letters'}; {'id': '20', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '21', 'type': 'for_statement', 'children': ['22', '23', '27']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': '_'}; {'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': 'sequence_length'}; {'id': '27', 'type': 'block', 'children': ['28', '43', '57', '64', '88']}; {'id': '28', 'type': 'expression_statement', 'children': ['29']}; {'id': '29', 'type': 'assignment', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'char_index'}; {'id': '31', 'type': 'call', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'squeeze'}; {'id': '35', 'type': 'argument_list', 'children': ['36']}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'multinomial'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'current_logits'}; {'id': '42', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'char_one_hot'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'one_hot'}; {'id': '50', 'type': 'argument_list', 'children': ['51', '52', '55', '56']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'char_index'}; {'id': '52', 'type': 'attribute', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '54', 'type': 'identifier', 'children': [], 'value': '_output_size'}; {'id': '55', 'type': 'float', 'children': [], 'value': '1.0'}; {'id': '56', 'type': 'float', 'children': [], 'value': '0.0'}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'call', 'children': ['59', '62']}; {'id': '59', 'type': 'attribute', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'generated_letters'}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '62', 'type': 'argument_list', 'children': ['63']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'char_one_hot'}; {'id': '64', 'type': 'expression_statement', 'children': ['65']}; {'id': '65', 'type': 'assignment', 'children': ['66', '69']}; {'id': '66', 'type': 'pattern_list', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'gen_out_seq'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'current_state'}; {'id': '69', 'type': 'call', 'children': ['70', '73']}; {'id': '70', 'type': 'attribute', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': '_core'}; {'id': '73', 'type': 'argument_list', 'children': ['74', '87']}; {'id': '74', 'type': 'call', 'children': ['75', '80']}; {'id': '75', 'type': 'attribute', 'children': ['76', '79']}; {'id': '76', 'type': 'attribute', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'nn'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'relu'}; {'id': '80', 'type': 'argument_list', 'children': ['81']}; {'id': '81', 'type': 'call', 'children': ['82', '85']}; {'id': '82', 'type': 'attribute', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': '_embed_module'}; {'id': '85', 'type': 'argument_list', 'children': ['86']}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'char_one_hot'}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'current_state'}; {'id': '88', 'type': 'expression_statement', 'children': ['89']}; {'id': '89', 'type': 'assignment', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'current_logits'}; {'id': '91', 'type': 'call', 'children': ['92', '95']}; {'id': '92', 'type': 'attribute', 'children': ['93', '94']}; {'id': '93', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '94', 'type': 'identifier', 'children': [], 'value': '_output_module'}; {'id': '95', 'type': 'argument_list', 'children': ['96']}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'gen_out_seq'}; {'id': '97', 'type': 'expression_statement', 'children': ['98']}; {'id': '98', 'type': 'assignment', 'children': ['99', '100']}; {'id': '99', 'type': 'identifier', 'children': [], 'value': 'generated_string'}; {'id': '100', 'type': 'call', 'children': ['101', '104']}; {'id': '101', 'type': 'attribute', 'children': ['102', '103']}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'tf'}; {'id': '103', 'type': 'identifier', 'children': [], 'value': 'stack'}; {'id': '104', 'type': 'argument_list', 'children': ['105']}; {'id': '105', 'type': 'identifier', 'children': [], 'value': 'generated_letters'}; {'id': '106', 'type': 'return_statement', 'children': ['107']}; {'id': '107', 'type': 'identifier', 'children': [], 'value': 'generated_string'} | Builds sub-graph to generate a string, sampled from the model.
Args:
initial_logits: Starting logits to sample from.
initial_state: Starting state for the RNN core.
sequence_length: Number of characters to sample.
Returns:
A Tensor of characters, with dimensions `[sequence_length, batch_size,
output_size]`. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'threeprime_plot'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '18', '93', '118']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '9', 'type': 'call', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '11', 'type': 'argument_list', 'children': []}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'dict_to_add'}; {'id': '15', 'type': 'call', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '17', 'type': 'argument_list', 'children': []}; {'id': '18', 'type': 'for_statement', 'children': ['19', '20', '23']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'threepGtoAfreq_data'}; {'id': '23', 'type': 'block', 'children': ['24', '45', '62', '73', '87']}; {'id': '24', 'type': 'expression_statement', 'children': ['25']}; {'id': '25', 'type': 'assignment', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'pos'}; {'id': '27', 'type': 'call', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '29', 'type': 'argument_list', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'range'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34']}; {'id': '33', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '34', 'type': 'call', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '36', 'type': 'argument_list', 'children': ['37']}; {'id': '37', 'type': 'call', 'children': ['38', '43']}; {'id': '38', 'type': 'attribute', 'children': ['39', '42']}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'threepGtoAfreq_data'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '43', 'type': 'argument_list', 'children': ['44']}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '45', 'type': 'expression_statement', 'children': ['46']}; {'id': '46', 'type': 'assignment', 'children': ['47', '48']}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'tmp'}; {'id': '48', 'type': 'list_comprehension', 'children': ['49', '52']}; {'id': '49', 'type': 'binary_operator', 'children': ['50', '51'], 'value': '*'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '51', 'type': 'float', 'children': [], 'value': '100.0'}; {'id': '52', 'type': 'for_in_clause', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'i'}; {'id': '54', 'type': 'call', 'children': ['55', '60']}; {'id': '55', 'type': 'attribute', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'threepGtoAfreq_data'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '60', 'type': 'argument_list', 'children': ['61']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'tuples'}; {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'zip'}; {'id': '70', 'type': 'argument_list', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'pos'}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'tmp'}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'assignment', 'children': ['75', '76']}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '76', 'type': 'call', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'dict'}; {'id': '78', 'type': 'generator_expression', 'children': ['79', '82']}; {'id': '79', 'type': 'tuple', 'children': ['80', '81']}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '82', 'type': 'for_in_clause', 'children': ['83', '86']}; {'id': '83', 'type': 'pattern_list', 'children': ['84', '85']}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'x'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'y'}; {'id': '86', 'type': 'identifier', 'children': [], 'value': 'tuples'}; {'id': '87', 'type': 'expression_statement', 'children': ['88']}; {'id': '88', 'type': 'assignment', 'children': ['89', '92']}; {'id': '89', 'type': 'subscript', 'children': ['90', '91']}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'dict_to_add'}; {'id': '91', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '92', 'type': 'identifier', 'children': [], 'value': 'data'}; {'id': '93', 'type': 'expression_statement', 'children': ['94']}; {'id': '94', 'type': 'assignment', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'config'}; {'id': '96', 'type': 'dictionary', 'children': ['97', '100', '103', '106', '109', '112', '115']}; {'id': '97', 'type': 'pair', 'children': ['98', '99']}; {'id': '98', 'type': 'string', 'children': [], 'value': "'id'"}; {'id': '99', 'type': 'string', 'children': [], 'value': "'threeprime_misinc_plot'"}; {'id': '100', 'type': 'pair', 'children': ['101', '102']}; {'id': '101', 'type': 'string', 'children': [], 'value': "'title'"}; {'id': '102', 'type': 'string', 'children': [], 'value': "'DamageProfiler: 3P G>A misincorporation plot'"}; {'id': '103', 'type': 'pair', 'children': ['104', '105']}; {'id': '104', 'type': 'string', 'children': [], 'value': "'ylab'"}; {'id': '105', 'type': 'string', 'children': [], 'value': "'% G to A substituted'"}; {'id': '106', 'type': 'pair', 'children': ['107', '108']}; {'id': '107', 'type': 'string', 'children': [], 'value': "'xlab'"}; {'id': '108', 'type': 'string', 'children': [], 'value': "'Nucleotide position from 3\\''"}; {'id': '109', 'type': 'pair', 'children': ['110', '111']}; {'id': '110', 'type': 'string', 'children': [], 'value': "'tt_label'"}; {'id': '111', 'type': 'string', 'children': [], 'value': "'{point.y:.2f} % G>A misincorporations at nucleotide position {point.x}'"}; {'id': '112', 'type': 'pair', 'children': ['113', '114']}; {'id': '113', 'type': 'string', 'children': [], 'value': "'ymin'"}; {'id': '114', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '115', 'type': 'pair', 'children': ['116', '117']}; {'id': '116', 'type': 'string', 'children': [], 'value': "'xmin'"}; {'id': '117', 'type': 'integer', 'children': [], 'value': '1'}; {'id': '118', 'type': 'return_statement', 'children': ['119']}; {'id': '119', 'type': 'call', 'children': ['120', '123']}; {'id': '120', 'type': 'attribute', 'children': ['121', '122']}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'linegraph'}; {'id': '122', 'type': 'identifier', 'children': [], 'value': 'plot'}; {'id': '123', 'type': 'argument_list', 'children': ['124', '125']}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'dict_to_add'}; {'id': '125', 'type': 'identifier', 'children': [], 'value': 'config'} | Generate a 3' G>A linegraph plot |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '10']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'set_constants'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'list_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'constants'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'verbose'}; {'id': '9', 'type': 'True', 'children': []}; {'id': '10', 'type': 'block', 'children': ['11', '15', '29', '54', '60', '86', '92']}; {'id': '11', 'type': 'expression_statement', 'children': ['12']}; {'id': '12', 'type': 'assignment', 'children': ['13', '14']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'new'}; {'id': '14', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'assignment', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '18', 'type': 'dictionary_comprehension', 'children': ['19', '24']}; {'id': '19', 'type': 'pair', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'expression'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '24', 'type': 'for_in_clause', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': '_constants'}; {'id': '29', 'type': 'for_statement', 'children': ['30', '31', '32']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'expression'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'constants'}; {'id': '32', 'type': 'block', 'children': ['33', '47']}; {'id': '33', 'type': 'expression_statement', 'children': ['34']}; {'id': '34', 'type': 'assignment', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'constant'}; {'id': '36', 'type': 'call', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'current'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'get'}; {'id': '40', 'type': 'argument_list', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'expression'}; {'id': '42', 'type': 'call', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'Constant'}; {'id': '44', 'type': 'argument_list', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'expression'}; {'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': 'new'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'constant'}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'assignment', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': '_constants'}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'new'}; {'id': '60', 'type': 'for_statement', 'children': ['61', '62', '65']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '62', 'type': 'attribute', 'children': ['63', '64']}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': '_constants'}; {'id': '65', 'type': 'block', 'children': ['66']}; {'id': '66', 'type': 'if_statement', 'children': ['67', '72']}; {'id': '67', 'type': 'comparison_operator', 'children': ['68', '71'], 'value': 'is'}; {'id': '68', 'type': 'attribute', 'children': ['69', '70']}; {'id': '69', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'units'}; {'id': '71', 'type': 'None', 'children': []}; {'id': '72', 'type': 'block', 'children': ['73']}; {'id': '73', 'type': 'expression_statement', 'children': ['74']}; {'id': '74', 'type': 'call', 'children': ['75', '78']}; {'id': '75', 'type': 'attribute', 'children': ['76', '77']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'convert'}; {'id': '78', 'type': 'argument_list', 'children': ['79']}; {'id': '79', 'type': 'attribute', 'children': ['80', '85']}; {'id': '80', 'type': 'subscript', 'children': ['81', '84']}; {'id': '81', 'type': 'attribute', 'children': ['82', '83']}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'c'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'variables'}; {'id': '84', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'units'}; {'id': '86', 'type': 'expression_statement', 'children': ['87']}; {'id': '87', 'type': 'call', 'children': ['88', '91']}; {'id': '88', 'type': 'attribute', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'flush'}; {'id': '91', 'type': 'argument_list', 'children': []}; {'id': '92', 'type': 'expression_statement', 'children': ['93']}; {'id': '93', 'type': 'call', 'children': ['94', '97']}; {'id': '94', 'type': 'attribute', 'children': ['95', '96']}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': '_on_constants_updated'}; {'id': '97', 'type': 'argument_list', 'children': []} | Set the constants associated with the data.
Parameters
----------
constants : str
Expressions for the new set of constants.
verbose : boolean (optional)
Toggle talkback. Default is True
See Also
--------
transform
Similar method except for axes.
create_constant
Add an individual constant.
remove_constant
Remove an individual constant. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_execute'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'worker'}; {'id': '6', 'type': 'block', 'children': ['7', '16', '27']}; {'id': '7', 'type': 'expression_statement', 'children': ['8']}; {'id': '8', 'type': 'call', 'children': ['9', '12']}; {'id': '9', 'type': 'attribute', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': '_assert_status_is'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'attribute', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'TaskStatus'}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'RUNNING'}; {'id': '16', 'type': 'expression_statement', 'children': ['17']}; {'id': '17', 'type': 'assignment', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'operation'}; {'id': '19', 'type': 'call', 'children': ['20', '23']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'worker'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'look_up'}; {'id': '23', 'type': 'argument_list', 'children': ['24']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'operation'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'operation'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'invoke'}; {'id': '32', 'type': 'argument_list', 'children': ['33', '34', '35']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '34', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '35', 'type': 'keyword_argument', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'worker'}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'worker'} | This method is ASSIGNED during the evaluation to control how to resume it once it has been paused |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_load_maps_by_type'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'map_type'}; {'id': '5', 'type': 'block', 'children': ['6', '12', '16', '97']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'seq_maps'}; {'id': '9', 'type': 'subscript', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'COLOR_MAPS'}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'map_type'}; {'id': '12', 'type': 'expression_statement', 'children': ['13']}; {'id': '13', 'type': 'assignment', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'loaded_maps'}; {'id': '15', 'type': 'dictionary', 'children': []}; {'id': '16', 'type': 'for_statement', 'children': ['17', '18', '19']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'seq_maps'}; {'id': '19', 'type': 'block', 'children': ['20', '26', '66', '85']}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '25']}; {'id': '22', 'type': 'subscript', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'loaded_maps'}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '25', 'type': 'dictionary', 'children': []}; {'id': '26', 'type': 'for_statement', 'children': ['27', '28', '31']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '28', 'type': 'subscript', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'seq_maps'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '31', 'type': 'block', 'children': ['32', '39', '49', '58']}; {'id': '32', 'type': 'expression_statement', 'children': ['33']}; {'id': '33', 'type': 'assignment', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'inum'}; {'id': '35', 'type': 'call', 'children': ['36', '37']}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '37', 'type': 'argument_list', 'children': ['38']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '39', 'type': 'expression_statement', 'children': ['40']}; {'id': '40', 'type': 'assignment', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'colors'}; {'id': '42', 'type': 'subscript', 'children': ['43', '48']}; {'id': '43', 'type': 'subscript', 'children': ['44', '47']}; {'id': '44', 'type': 'subscript', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'seq_maps'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'num'}; {'id': '48', 'type': 'string', 'children': [], 'value': "'Colors'"}; {'id': '49', 'type': 'expression_statement', 'children': ['50']}; {'id': '50', 'type': 'assignment', 'children': ['51', '52']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'bmap'}; {'id': '52', 'type': 'call', 'children': ['53', '54']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'BrewerMap'}; {'id': '54', 'type': 'argument_list', 'children': ['55', '56', '57']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'map_type'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'colors'}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'assignment', 'children': ['60', '65']}; {'id': '60', 'type': 'subscript', 'children': ['61', '64']}; {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'loaded_maps'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'inum'}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'bmap'}; {'id': '66', 'type': 'expression_statement', 'children': ['67']}; {'id': '67', 'type': 'assignment', 'children': ['68', '69']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'max_num'}; {'id': '69', 'type': 'call', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '71', 'type': 'argument_list', 'children': ['72']}; {'id': '72', 'type': 'call', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'max'}; {'id': '74', 'type': 'argument_list', 'children': ['75', '82']}; {'id': '75', 'type': 'call', 'children': ['76', '81']}; {'id': '76', 'type': 'attribute', 'children': ['77', '80']}; {'id': '77', 'type': 'subscript', 'children': ['78', '79']}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'seq_maps'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'keys'}; {'id': '81', 'type': 'argument_list', 'children': []}; {'id': '82', 'type': 'keyword_argument', 'children': ['83', '84']}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '84', 'type': 'identifier', 'children': [], 'value': 'int'}; {'id': '85', 'type': 'expression_statement', 'children': ['86']}; {'id': '86', 'type': 'assignment', 'children': ['87', '92']}; {'id': '87', 'type': 'subscript', 'children': ['88', '91']}; {'id': '88', 'type': 'subscript', 'children': ['89', '90']}; {'id': '89', 'type': 'identifier', 'children': [], 'value': 'loaded_maps'}; {'id': '90', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '91', 'type': 'string', 'children': [], 'value': "'max'"}; {'id': '92', 'type': 'subscript', 'children': ['93', '96']}; {'id': '93', 'type': 'subscript', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'loaded_maps'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'map_name'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'max_num'}; {'id': '97', 'type': 'return_statement', 'children': ['98']}; {'id': '98', 'type': 'identifier', 'children': [], 'value': 'loaded_maps'} | Load all maps of a given type into a dictionary.
Color maps are loaded as BrewerMap objects. Dictionary is
keyed by map name and then integer numbers of defined
colors. There is an additional 'max' key that points to the
color map with the largest number of defined colors.
Parameters
----------
map_type : {'Sequential', 'Diverging', 'Qualitative'}
Returns
-------
maps : dict of BrewerMap |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'apply_args'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'dictionary_splat_pattern', 'children': ['6']}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '7', 'type': 'block', 'children': ['8', '43']}; {'id': '8', 'type': 'function_definition', 'children': ['9', '10', '12']}; {'id': '9', 'type': 'function_name', 'children': [], 'value': 'apply_format'}; {'id': '10', 'type': 'parameters', 'children': ['11']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '12', 'type': 'block', 'children': ['13']}; {'id': '13', 'type': 'if_statement', 'children': ['14', '19', '39']}; {'id': '14', 'type': 'call', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '16', 'type': 'argument_list', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'PathParam'}; {'id': '19', 'type': 'block', 'children': ['20']}; {'id': '20', 'type': 'return_statement', 'children': ['21']}; {'id': '21', 'type': 'call', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'PathParam'}; {'id': '23', 'type': 'argument_list', 'children': ['24', '33', '36']}; {'id': '24', 'type': 'call', 'children': ['25', '30']}; {'id': '25', 'type': 'attribute', 'children': ['26', '29']}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'format'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'dictionary_splat', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '33', 'type': 'attribute', 'children': ['34', '35']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'type'}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'type_args'}; {'id': '39', 'type': 'else_clause', 'children': ['40']}; {'id': '40', 'type': 'block', 'children': ['41']}; {'id': '41', 'type': 'return_statement', 'children': ['42']}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'node'}; {'id': '43', 'type': 'return_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'UrlPath'}; {'id': '46', 'type': 'argument_list', 'children': ['47']}; {'id': '47', 'type': 'list_splat', 'children': ['48']}; {'id': '48', 'type': 'generator_expression', 'children': ['49', '53']}; {'id': '49', 'type': 'call', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'apply_format'}; {'id': '51', 'type': 'argument_list', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '53', 'type': 'for_in_clause', 'children': ['54', '55']}; {'id': '54', 'type': 'identifier', 'children': [], 'value': 'n'}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': '_nodes'} | Apply formatting to each path node.
This is used to apply a name to nodes (used to apply key names) eg:
>>> a = UrlPath("foo", PathParam('{key_field}'), "bar")
>>> b = a.apply_args(id="item_id")
>>> b.format()
'foo/{item_id}/bar' |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '8']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'update_refobj'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'old'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'new'}; {'id': '7', 'type': 'identifier', 'children': [], 'value': 'reftrack'}; {'id': '8', 'type': 'block', 'children': ['9', '18']}; {'id': '9', 'type': 'if_statement', 'children': ['10', '11']}; {'id': '10', 'type': 'identifier', 'children': [], 'value': 'old'}; {'id': '11', 'type': 'block', 'children': ['12']}; {'id': '12', 'type': 'delete_statement', 'children': ['13']}; {'id': '13', 'type': 'subscript', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': '_parentsearchdict'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'old'}; {'id': '18', 'type': 'if_statement', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'new'}; {'id': '20', 'type': 'block', 'children': ['21']}; {'id': '21', 'type': 'expression_statement', 'children': ['22']}; {'id': '22', 'type': 'assignment', 'children': ['23', '28']}; {'id': '23', 'type': 'subscript', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': '_parentsearchdict'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'new'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'reftrack'} | Update the parent search dict so that the reftrack can be found
with the new refobj and delete the entry for the old refobj.
Old or new can also be None.
:param old: the old refobj of reftrack
:param new: the new refobj of reftrack
:param reftrack: The reftrack, which refobj was updated
:type reftrack: :class:`Reftrack`
:returns: None
:rtype: None
:raises: None |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '13']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'list_'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'stamp'}; {'id': '9', 'type': 'False', 'children': []}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'prune'}; {'id': '12', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '13', 'type': 'block', 'children': ['14', '30', '47', '66', '151', '172']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'ret'}; {'id': '17', 'type': 'dictionary', 'children': ['18', '21', '24', '27']}; {'id': '18', 'type': 'pair', 'children': ['19', '20']}; {'id': '19', 'type': 'string', 'children': [], 'value': "'name'"}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '21', 'type': 'pair', 'children': ['22', '23']}; {'id': '22', 'type': 'string', 'children': [], 'value': "'changes'"}; {'id': '23', 'type': 'dictionary', 'children': []}; {'id': '24', 'type': 'pair', 'children': ['25', '26']}; {'id': '25', 'type': 'string', 'children': [], 'value': "'comment'"}; {'id': '26', 'type': 'string', 'children': [], 'value': "''"}; {'id': '27', 'type': 'pair', 'children': ['28', '29']}; {'id': '28', 'type': 'string', 'children': [], 'value': "'result'"}; {'id': '29', 'type': 'True', 'children': []}; {'id': '30', 'type': 'if_statement', 'children': ['31', '37']}; {'id': '31', 'type': 'not_operator', 'children': ['32']}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'isinstance'}; {'id': '34', 'type': 'argument_list', 'children': ['35', '36']}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'list'}; {'id': '37', 'type': 'block', 'children': ['38']}; {'id': '38', 'type': 'expression_statement', 'children': ['39']}; {'id': '39', 'type': 'assignment', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '41', 'type': 'call', 'children': ['42', '45']}; {'id': '42', 'type': 'attribute', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '44', 'type': 'identifier', 'children': [], 'value': 'split'}; {'id': '45', 'type': 'argument_list', 'children': ['46']}; {'id': '46', 'type': 'string', 'children': [], 'value': "','"}; {'id': '47', 'type': 'if_statement', 'children': ['48', '51']}; {'id': '48', 'type': 'comparison_operator', 'children': ['49', '50'], 'value': 'not in'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': '__reg__'}; {'id': '51', 'type': 'block', 'children': ['52', '58']}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'assignment', 'children': ['54', '57']}; {'id': '54', 'type': 'subscript', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': '__reg__'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '57', 'type': 'dictionary', 'children': []}; {'id': '58', 'type': 'expression_statement', 'children': ['59']}; {'id': '59', 'type': 'assignment', 'children': ['60', '65']}; {'id': '60', 'type': 'subscript', 'children': ['61', '64']}; {'id': '61', 'type': 'subscript', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': '__reg__'}; {'id': '63', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '64', 'type': 'string', 'children': [], 'value': "'val'"}; {'id': '65', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '66', 'type': 'for_statement', 'children': ['67', '68', '69']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': '__events__'}; {'id': '69', 'type': 'block', 'children': ['70', '89']}; {'id': '70', 'type': 'try_statement', 'children': ['71', '80']}; {'id': '71', 'type': 'block', 'children': ['72']}; {'id': '72', 'type': 'expression_statement', 'children': ['73']}; {'id': '73', 'type': 'assignment', 'children': ['74', '75']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'event_data'}; {'id': '75', 'type': 'subscript', 'children': ['76', '79']}; {'id': '76', 'type': 'subscript', 'children': ['77', '78']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '78', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '79', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '80', 'type': 'except_clause', 'children': ['81', '82']}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'KeyError'}; {'id': '82', 'type': 'block', 'children': ['83']}; {'id': '83', 'type': 'expression_statement', 'children': ['84']}; {'id': '84', 'type': 'assignment', 'children': ['85', '86']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'event_data'}; {'id': '86', 'type': 'subscript', 'children': ['87', '88']}; {'id': '87', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '88', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '89', 'type': 'if_statement', 'children': ['90', '103']}; {'id': '90', 'type': 'call', 'children': ['91', '98']}; {'id': '91', 'type': 'attribute', 'children': ['92', '97']}; {'id': '92', 'type': 'attribute', 'children': ['93', '96']}; {'id': '93', 'type': 'attribute', 'children': ['94', '95']}; {'id': '94', 'type': 'identifier', 'children': [], 'value': 'salt'}; {'id': '95', 'type': 'identifier', 'children': [], 'value': 'utils'}; {'id': '96', 'type': 'identifier', 'children': [], 'value': 'stringutils'}; {'id': '97', 'type': 'identifier', 'children': [], 'value': 'expr_match'}; {'id': '98', 'type': 'argument_list', 'children': ['99', '102']}; {'id': '99', 'type': 'subscript', 'children': ['100', '101']}; {'id': '100', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '101', 'type': 'string', 'children': [], 'value': "'tag'"}; {'id': '102', 'type': 'identifier', 'children': [], 'value': 'match'}; {'id': '103', 'type': 'block', 'children': ['104', '108', '140']}; {'id': '104', 'type': 'expression_statement', 'children': ['105']}; {'id': '105', 'type': 'assignment', 'children': ['106', '107']}; {'id': '106', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '107', 'type': 'dictionary', 'children': []}; {'id': '108', 'type': 'for_statement', 'children': ['109', '110', '111']}; {'id': '109', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '110', 'type': 'identifier', 'children': [], 'value': 'add'}; {'id': '111', 'type': 'block', 'children': ['112']}; {'id': '112', 'type': 'if_statement', 'children': ['113', '116']}; {'id': '113', 'type': 'comparison_operator', 'children': ['114', '115'], 'value': 'in'}; {'id': '114', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '115', 'type': 'identifier', 'children': [], 'value': 'event_data'}; {'id': '116', 'type': 'block', 'children': ['117', '125']}; {'id': '117', 'type': 'expression_statement', 'children': ['118']}; {'id': '118', 'type': 'assignment', 'children': ['119', '122']}; {'id': '119', 'type': 'subscript', 'children': ['120', '121']}; {'id': '120', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '121', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '122', 'type': 'subscript', 'children': ['123', '124']}; {'id': '123', 'type': 'identifier', 'children': [], 'value': 'event_data'}; {'id': '124', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '125', 'type': 'if_statement', 'children': ['126', '129']}; {'id': '126', 'type': 'comparison_operator', 'children': ['127', '128'], 'value': 'is'}; {'id': '127', 'type': 'identifier', 'children': [], 'value': 'stamp'}; {'id': '128', 'type': 'True', 'children': []}; {'id': '129', 'type': 'block', 'children': ['130']}; {'id': '130', 'type': 'expression_statement', 'children': ['131']}; {'id': '131', 'type': 'assignment', 'children': ['132', '135']}; {'id': '132', 'type': 'subscript', 'children': ['133', '134']}; {'id': '133', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '134', 'type': 'string', 'children': [], 'value': "'time'"}; {'id': '135', 'type': 'subscript', 'children': ['136', '139']}; {'id': '136', 'type': 'subscript', 'children': ['137', '138']}; {'id': '137', 'type': 'identifier', 'children': [], 'value': 'event'}; {'id': '138', 'type': 'string', 'children': [], 'value': "'data'"}; {'id': '139', 'type': 'string', 'children': [], 'value': "'_stamp'"}; {'id': '140', 'type': 'expression_statement', 'children': ['141']}; {'id': '141', 'type': 'call', 'children': ['142', '149']}; {'id': '142', 'type': 'attribute', 'children': ['143', '148']}; {'id': '143', 'type': 'subscript', 'children': ['144', '147']}; {'id': '144', 'type': 'subscript', 'children': ['145', '146']}; {'id': '145', 'type': 'identifier', 'children': [], 'value': '__reg__'}; {'id': '146', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '147', 'type': 'string', 'children': [], 'value': "'val'"}; {'id': '148', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '149', 'type': 'argument_list', 'children': ['150']}; {'id': '150', 'type': 'identifier', 'children': [], 'value': 'item'}; {'id': '151', 'type': 'if_statement', 'children': ['152', '155']}; {'id': '152', 'type': 'comparison_operator', 'children': ['153', '154'], 'value': '>'}; {'id': '153', 'type': 'identifier', 'children': [], 'value': 'prune'}; {'id': '154', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '155', 'type': 'block', 'children': ['156']}; {'id': '156', 'type': 'expression_statement', 'children': ['157']}; {'id': '157', 'type': 'assignment', 'children': ['158', '163']}; {'id': '158', 'type': 'subscript', 'children': ['159', '162']}; {'id': '159', 'type': 'subscript', 'children': ['160', '161']}; {'id': '160', 'type': 'identifier', 'children': [], 'value': '__reg__'}; {'id': '161', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '162', 'type': 'string', 'children': [], 'value': "'val'"}; {'id': '163', 'type': 'subscript', 'children': ['164', '169']}; {'id': '164', 'type': 'subscript', 'children': ['165', '168']}; {'id': '165', 'type': 'subscript', 'children': ['166', '167']}; {'id': '166', 'type': 'identifier', 'children': [], 'value': '__reg__'}; {'id': '167', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '168', 'type': 'string', 'children': [], 'value': "'val'"}; {'id': '169', 'type': 'slice', 'children': ['170', '171']}; {'id': '170', 'type': 'colon', 'children': []}; {'id': '171', 'type': 'identifier', 'children': [], 'value': 'prune'}; {'id': '172', 'type': 'return_statement', 'children': ['173']}; {'id': '173', 'type': 'identifier', 'children': [], 'value': 'ret'} | Add the specified values to the named list
If ``stamp`` is True, then the timestamp from the event will also be added
if ``prune`` is set to an integer higher than ``0``, then only the last
``prune`` values will be kept in the list.
USAGE:
.. code-block:: yaml
foo:
reg.list:
- add: bar
- match: my/custom/event
- stamp: True |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'replacePassword'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'currentPassword'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'newPassword'}; {'id': '7', 'type': 'block', 'children': ['8', '25']}; {'id': '8', 'type': 'if_statement', 'children': ['9', '17']}; {'id': '9', 'type': 'comparison_operator', 'children': ['10', '14'], 'value': '!='}; {'id': '10', 'type': 'call', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'unicode'}; {'id': '12', 'type': 'argument_list', 'children': ['13']}; {'id': '13', 'type': 'identifier', 'children': [], 'value': 'currentPassword'}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'password'}; {'id': '17', 'type': 'block', 'children': ['18']}; {'id': '18', 'type': 'return_statement', 'children': ['19']}; {'id': '19', 'type': 'call', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'fail'}; {'id': '21', 'type': 'argument_list', 'children': ['22']}; {'id': '22', 'type': 'call', 'children': ['23', '24']}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'BadCredentials'}; {'id': '24', 'type': 'argument_list', 'children': []}; {'id': '25', 'type': 'return_statement', 'children': ['26']}; {'id': '26', 'type': 'call', 'children': ['27', '30']}; {'id': '27', 'type': 'attribute', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'setPassword'}; {'id': '30', 'type': 'argument_list', 'children': ['31']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'newPassword'} | Set this account's password if the current password matches.
@param currentPassword: The password to match against the current one.
@param newPassword: The new password.
@return: A deferred firing when the password has been changed.
@raise BadCredentials: If the current password did not match. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '21']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'splits'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6', '7', '10', '13', '16', '19']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'exts'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '7', 'type': 'default_parameter', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '9', 'type': 'string', 'children': [], 'value': "'.data'"}; {'id': '10', 'type': 'default_parameter', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'train'}; {'id': '12', 'type': 'string', 'children': [], 'value': "'train'"}; {'id': '13', 'type': 'default_parameter', 'children': ['14', '15']}; {'id': '14', 'type': 'identifier', 'children': [], 'value': 'validation'}; {'id': '15', 'type': 'string', 'children': [], 'value': "'val'"}; {'id': '16', 'type': 'default_parameter', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'test'}; {'id': '18', 'type': 'string', 'children': [], 'value': "'test2016'"}; {'id': '19', 'type': 'dictionary_splat_pattern', 'children': ['20']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '21', 'type': 'block', 'children': ['22', '67']}; {'id': '22', 'type': 'if_statement', 'children': ['23', '26', '55']}; {'id': '23', 'type': 'comparison_operator', 'children': ['24', '25'], 'value': 'not in'}; {'id': '24', 'type': 'string', 'children': [], 'value': "'path'"}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '26', 'type': 'block', 'children': ['27', '41']}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'assignment', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 'expected_folder'}; {'id': '30', 'type': 'call', 'children': ['31', '36']}; {'id': '31', 'type': 'attribute', 'children': ['32', '35']}; {'id': '32', 'type': 'attribute', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '35', 'type': 'identifier', 'children': [], 'value': 'join'}; {'id': '36', 'type': 'argument_list', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '38', 'type': 'attribute', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'name'}; {'id': '41', 'type': 'expression_statement', 'children': ['42']}; {'id': '42', 'type': 'assignment', 'children': ['43', '44']}; {'id': '43', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '44', 'type': 'conditional_expression', 'children': ['45', '46', '54'], 'value': 'if'}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'expected_folder'}; {'id': '46', 'type': 'call', 'children': ['47', '52']}; {'id': '47', 'type': 'attribute', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'os'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'exists'}; {'id': '52', 'type': 'argument_list', 'children': ['53']}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'expected_folder'}; {'id': '54', 'type': 'None', 'children': []}; {'id': '55', 'type': 'else_clause', 'children': ['56']}; {'id': '56', 'type': 'block', 'children': ['57', '63']}; {'id': '57', 'type': 'expression_statement', 'children': ['58']}; {'id': '58', 'type': 'assignment', 'children': ['59', '60']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '60', 'type': 'subscript', 'children': ['61', '62']}; {'id': '61', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '62', 'type': 'string', 'children': [], 'value': "'path'"}; {'id': '63', 'type': 'delete_statement', 'children': ['64']}; {'id': '64', 'type': 'subscript', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'kwargs'}; {'id': '66', 'type': 'string', 'children': [], 'value': "'path'"}; {'id': '67', 'type': 'return_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '76']}; {'id': '69', 'type': 'attribute', 'children': ['70', '75']}; {'id': '70', 'type': 'call', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'super'}; {'id': '72', 'type': 'argument_list', 'children': ['73', '74']}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'Multi30k'}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'cls'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'splits'}; {'id': '76', 'type': 'argument_list', 'children': ['77', '78', '79', '80', '81', '82', '83', '84']}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'exts'}; {'id': '78', 'type': 'identifier', 'children': [], 'value': 'fields'}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '80', 'type': 'identifier', 'children': [], 'value': 'root'}; {'id': '81', 'type': 'identifier', 'children': [], 'value': 'train'}; {'id': '82', 'type': 'identifier', 'children': [], 'value': 'validation'}; {'id': '83', 'type': 'identifier', 'children': [], 'value': 'test'}; {'id': '84', 'type': 'dictionary_splat', 'children': ['85']}; {'id': '85', 'type': 'identifier', 'children': [], 'value': 'kwargs'} | Create dataset objects for splits of the Multi30k dataset.
Arguments:
exts: A tuple containing the extension to path for each language.
fields: A tuple containing the fields that will be used for data
in each language.
root: Root dataset storage directory. Default is '.data'.
train: The prefix of the train data. Default: 'train'.
validation: The prefix of the validation data. Default: 'val'.
test: The prefix of the test data. Default: 'test'.
Remaining keyword arguments: Passed to the splits method of
Dataset. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'cmd_signing_key'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '6', 'type': 'block', 'children': ['7', '21', '37', '43', '52', '69']}; {'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': 'args'}; {'id': '13', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '14', 'type': 'block', 'children': ['15', '20']}; {'id': '15', 'type': 'expression_statement', 'children': ['16']}; {'id': '16', 'type': 'call', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '18', 'type': 'argument_list', 'children': ['19']}; {'id': '19', 'type': 'string', 'children': [], 'value': '"usage: signing setup passphrase"'}; {'id': '20', 'type': 'return_statement', 'children': []}; {'id': '21', 'type': 'if_statement', 'children': ['22', '30']}; {'id': '22', 'type': 'not_operator', 'children': ['23']}; {'id': '23', 'type': 'call', 'children': ['24', '29']}; {'id': '24', 'type': 'attribute', 'children': ['25', '28']}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'master'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'mavlink20'}; {'id': '29', 'type': 'argument_list', 'children': []}; {'id': '30', 'type': 'block', 'children': ['31', '36']}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'call', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'string', 'children': [], 'value': '"You must be using MAVLink2 for signing"'}; {'id': '36', 'type': 'return_statement', 'children': []}; {'id': '37', 'type': 'expression_statement', 'children': ['38']}; {'id': '38', 'type': 'assignment', 'children': ['39', '40']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'passphrase'}; {'id': '40', 'type': 'subscript', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'args'}; {'id': '42', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'assignment', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '46', 'type': 'call', 'children': ['47', '50']}; {'id': '47', 'type': 'attribute', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'passphrase_to_key'}; {'id': '50', 'type': 'argument_list', 'children': ['51']}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'passphrase'}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '59']}; {'id': '54', 'type': 'attribute', 'children': ['55', '58']}; {'id': '55', 'type': 'attribute', 'children': ['56', '57']}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'master'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'setup_signing'}; {'id': '59', 'type': 'argument_list', 'children': ['60', '61', '64']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '61', 'type': 'keyword_argument', 'children': ['62', '63']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'sign_outgoing'}; {'id': '63', 'type': 'True', 'children': []}; {'id': '64', 'type': 'keyword_argument', 'children': ['65', '66']}; {'id': '65', 'type': 'identifier', 'children': [], 'value': 'allow_unsigned_callback'}; {'id': '66', 'type': 'attribute', 'children': ['67', '68']}; {'id': '67', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'allow_unsigned'}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '72']}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'print'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}; {'id': '73', 'type': 'string', 'children': [], 'value': '"Setup signing key"'} | set signing key on connection |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'extract_header_comment_key_value_tuples_from_file'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'file_descriptor'}; {'id': '5', 'type': 'block', 'children': ['6', '14', '31', '35', '78']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'file_data'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'file_descriptor'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '13', 'type': 'argument_list', 'children': []}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'findall_result'}; {'id': '17', 'type': 'call', 'children': ['18', '21']}; {'id': '18', 'type': 'attribute', 'children': ['19', '20']}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'findall'}; {'id': '21', 'type': 'argument_list', 'children': ['22', '23', '24']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'HEADER_COMMENT_KEY_VALUE_TUPLES_REGEX'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'file_data'}; {'id': '24', 'type': 'binary_operator', 'children': ['25', '28'], 'value': '|'}; {'id': '25', 'type': 'attribute', 'children': ['26', '27']}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'MULTILINE'}; {'id': '28', 'type': 'attribute', 'children': ['29', '30']}; {'id': '29', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'DOTALL'}; {'id': '31', 'type': 'expression_statement', 'children': ['32']}; {'id': '32', 'type': 'assignment', 'children': ['33', '34']}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'returned_list'}; {'id': '34', 'type': 'list', 'children': [], 'value': '[]'}; {'id': '35', 'type': 'for_statement', 'children': ['36', '42', '43']}; {'id': '36', 'type': 'pattern_list', 'children': ['37', '38', '39', '40', '41']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'header_comment'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': '_ignored'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'raw_comments'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'findall_result'}; {'id': '43', 'type': 'block', 'children': ['44', '54', '67']}; {'id': '44', 'type': 'expression_statement', 'children': ['45']}; {'id': '45', 'type': 'assignment', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'comments'}; {'id': '47', 'type': 'call', 'children': ['48', '51']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 're'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'findall'}; {'id': '51', 'type': 'argument_list', 'children': ['52', '53']}; {'id': '52', 'type': 'string', 'children': [], 'value': '"/\\* (.*?) \\*/"'}; {'id': '53', 'type': 'identifier', 'children': [], 'value': 'raw_comments'}; {'id': '54', 'type': 'if_statement', 'children': ['55', '61']}; {'id': '55', 'type': 'comparison_operator', 'children': ['56', '60'], 'value': '=='}; {'id': '56', 'type': 'call', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'len'}; {'id': '58', 'type': 'argument_list', 'children': ['59']}; {'id': '59', 'type': 'identifier', 'children': [], 'value': 'comments'}; {'id': '60', 'type': 'integer', 'children': [], 'value': '0'}; {'id': '61', 'type': 'block', 'children': ['62']}; {'id': '62', 'type': 'expression_statement', 'children': ['63']}; {'id': '63', 'type': 'assignment', 'children': ['64', '65']}; {'id': '64', 'type': 'identifier', 'children': [], 'value': 'comments'}; {'id': '65', 'type': 'list', 'children': ['66'], 'value': '[u""]'}; {'id': '66', 'type': 'string', 'children': [], 'value': 'u""'}; {'id': '67', 'type': 'expression_statement', 'children': ['68']}; {'id': '68', 'type': 'call', 'children': ['69', '72']}; {'id': '69', 'type': 'attribute', 'children': ['70', '71']}; {'id': '70', 'type': 'identifier', 'children': [], 'value': 'returned_list'}; {'id': '71', 'type': 'identifier', 'children': [], 'value': 'append'}; {'id': '72', 'type': 'argument_list', 'children': ['73']}; {'id': '73', 'type': 'tuple', 'children': ['74', '75', '76', '77']}; {'id': '74', 'type': 'identifier', 'children': [], 'value': 'header_comment'}; {'id': '75', 'type': 'identifier', 'children': [], 'value': 'comments'}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'key'}; {'id': '77', 'type': 'identifier', 'children': [], 'value': 'value'}; {'id': '78', 'type': 'return_statement', 'children': ['79']}; {'id': '79', 'type': 'identifier', 'children': [], 'value': 'returned_list'} | Extracts tuples representing comments and localization entries from strings file.
Args:
file_descriptor (file): The file to read the tuples from
Returns:
list : List of tuples representing the headers and localization entries. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'export_batch'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '29', '77']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'batch_cls'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '19', '24']}; {'id': '14', 'type': 'keyword_argument', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '16', 'type': 'attribute', 'children': ['17', '18']}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'model'}; {'id': '19', 'type': 'keyword_argument', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'history_model'}; {'id': '21', 'type': 'attribute', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '23', 'type': 'identifier', 'children': [], 'value': 'history_model'}; {'id': '24', 'type': 'keyword_argument', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'using'}; {'id': '26', 'type': 'attribute', 'children': ['27', '28']}; {'id': '27', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'using'}; {'id': '29', 'type': 'if_statement', 'children': ['30', '33']}; {'id': '30', 'type': 'attribute', 'children': ['31', '32']}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'items'}; {'id': '33', 'type': 'block', 'children': ['34', '69', '75']}; {'id': '34', 'type': 'try_statement', 'children': ['35', '58']}; {'id': '35', 'type': 'block', 'children': ['36', '52']}; {'id': '36', 'type': 'expression_statement', 'children': ['37']}; {'id': '37', 'type': 'assignment', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'json_file'}; {'id': '39', 'type': 'call', 'children': ['40', '43']}; {'id': '40', 'type': 'attribute', 'children': ['41', '42']}; {'id': '41', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '42', 'type': 'identifier', 'children': [], 'value': 'json_file_cls'}; {'id': '43', 'type': 'argument_list', 'children': ['44', '47']}; {'id': '44', 'type': 'keyword_argument', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '47', 'type': 'keyword_argument', 'children': ['48', '49']}; {'id': '48', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '49', 'type': 'attribute', 'children': ['50', '51']}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '51', 'type': 'identifier', 'children': [], 'value': 'path'}; {'id': '52', 'type': 'expression_statement', 'children': ['53']}; {'id': '53', 'type': 'call', 'children': ['54', '57']}; {'id': '54', 'type': 'attribute', 'children': ['55', '56']}; {'id': '55', 'type': 'identifier', 'children': [], 'value': 'json_file'}; {'id': '56', 'type': 'identifier', 'children': [], 'value': 'write'}; {'id': '57', 'type': 'argument_list', 'children': []}; {'id': '58', 'type': 'except_clause', 'children': ['59', '63']}; {'id': '59', 'type': 'as_pattern', 'children': ['60', '61']}; {'id': '60', 'type': 'identifier', 'children': [], 'value': 'JSONDumpFileError'}; {'id': '61', 'type': 'as_pattern_target', 'children': ['62']}; {'id': '62', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '63', 'type': 'block', 'children': ['64']}; {'id': '64', 'type': 'raise_statement', 'children': ['65']}; {'id': '65', 'type': 'call', 'children': ['66', '67']}; {'id': '66', 'type': 'identifier', 'children': [], 'value': 'TransactionExporterError'}; {'id': '67', 'type': 'argument_list', 'children': ['68']}; {'id': '68', 'type': 'identifier', 'children': [], 'value': 'e'}; {'id': '69', 'type': 'expression_statement', 'children': ['70']}; {'id': '70', 'type': 'call', 'children': ['71', '74']}; {'id': '71', 'type': 'attribute', 'children': ['72', '73']}; {'id': '72', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '73', 'type': 'identifier', 'children': [], 'value': 'close'}; {'id': '74', 'type': 'argument_list', 'children': []}; {'id': '75', 'type': 'return_statement', 'children': ['76']}; {'id': '76', 'type': 'identifier', 'children': [], 'value': 'batch'}; {'id': '77', 'type': 'return_statement', 'children': ['78']}; {'id': '78', 'type': 'None', 'children': []} | Returns a batch instance after exporting a batch of txs. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'nhapDaiHan'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5', '6']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'identifier', 'children': [], 'value': 'cucSo'}; {'id': '6', 'type': 'identifier', 'children': [], 'value': 'gioiTinh'}; {'id': '7', 'type': 'block', 'children': ['8', '38']}; {'id': '8', 'type': 'for_statement', 'children': ['9', '10', '13']}; {'id': '9', 'type': 'identifier', 'children': [], 'value': 'cung'}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'thapNhiCung'}; {'id': '13', 'type': 'block', 'children': ['14', '27']}; {'id': '14', 'type': 'expression_statement', 'children': ['15']}; {'id': '15', 'type': 'assignment', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'khoangCach'}; {'id': '17', 'type': 'call', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'khoangCachCung'}; {'id': '19', 'type': 'argument_list', 'children': ['20', '23', '26']}; {'id': '20', 'type': 'attribute', 'children': ['21', '22']}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'cung'}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 'cungSo'}; {'id': '23', 'type': 'attribute', 'children': ['24', '25']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'cungMenh'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'gioiTinh'}; {'id': '27', 'type': 'expression_statement', 'children': ['28']}; {'id': '28', 'type': 'call', 'children': ['29', '32']}; {'id': '29', 'type': 'attribute', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'cung'}; {'id': '31', 'type': 'identifier', 'children': [], 'value': 'daiHan'}; {'id': '32', 'type': 'argument_list', 'children': ['33']}; {'id': '33', 'type': 'binary_operator', 'children': ['34', '35'], 'value': '+'}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'cucSo'}; {'id': '35', 'type': 'binary_operator', 'children': ['36', '37'], 'value': '*'}; {'id': '36', 'type': 'identifier', 'children': [], 'value': 'khoangCach'}; {'id': '37', 'type': 'integer', 'children': [], 'value': '10'}; {'id': '38', 'type': 'return_statement', 'children': ['39']}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'self'} | Nhap dai han
Args:
cucSo (TYPE): Description
gioiTinh (TYPE): Description
Returns:
TYPE: Description |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5', '7']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'read'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'type', 'children': ['6']}; {'id': '6', 'type': 'None', 'children': []}; {'id': '7', 'type': 'block', 'children': ['8']}; {'id': '8', 'type': 'try_statement', 'children': ['9', '51']}; {'id': '9', 'type': 'block', 'children': ['10']}; {'id': '10', 'type': 'with_statement', 'children': ['11', '25']}; {'id': '11', 'type': 'with_clause', 'children': ['12']}; {'id': '12', 'type': 'with_item', 'children': ['13']}; {'id': '13', 'type': 'as_pattern', 'children': ['14', '23']}; {'id': '14', 'type': 'call', 'children': ['15', '18']}; {'id': '15', 'type': 'attribute', 'children': ['16', '17']}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'netcdf4'}; {'id': '17', 'type': 'identifier', 'children': [], 'value': 'Dataset'}; {'id': '18', 'type': 'argument_list', 'children': ['19', '22']}; {'id': '19', 'type': 'attribute', 'children': ['20', '21']}; {'id': '20', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '21', 'type': 'identifier', 'children': [], 'value': 'filepath'}; {'id': '22', 'type': 'string', 'children': [], 'value': '"r"'}; {'id': '23', 'type': 'as_pattern_target', 'children': ['24']}; {'id': '24', 'type': 'identifier', 'children': [], 'value': 'ncfile'}; {'id': '25', 'type': 'block', 'children': ['26', '33']}; {'id': '26', 'type': 'expression_statement', 'children': ['27']}; {'id': '27', 'type': 'assignment', 'children': ['28', '29']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 'timegrid'}; {'id': '29', 'type': 'call', 'children': ['30', '31']}; {'id': '30', 'type': 'identifier', 'children': [], 'value': 'query_timegrid'}; {'id': '31', 'type': 'argument_list', 'children': ['32']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 'ncfile'}; {'id': '33', 'type': 'for_statement', 'children': ['34', '35', '42']}; {'id': '34', 'type': 'identifier', 'children': [], 'value': 'variable'}; {'id': '35', 'type': 'call', 'children': ['36', '41']}; {'id': '36', 'type': 'attribute', 'children': ['37', '40']}; {'id': '37', 'type': 'attribute', 'children': ['38', '39']}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '39', 'type': 'identifier', 'children': [], 'value': 'variables'}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'values'}; {'id': '41', 'type': 'argument_list', 'children': []}; {'id': '42', 'type': 'block', 'children': ['43']}; {'id': '43', 'type': 'expression_statement', 'children': ['44']}; {'id': '44', 'type': 'call', 'children': ['45', '48']}; {'id': '45', 'type': 'attribute', 'children': ['46', '47']}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'variable'}; {'id': '47', 'type': 'identifier', 'children': [], 'value': 'read'}; {'id': '48', 'type': 'argument_list', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'ncfile'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'timegrid'}; {'id': '51', 'type': 'except_clause', 'children': ['52', '53']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 'BaseException'}; {'id': '53', 'type': 'block', 'children': ['54']}; {'id': '54', 'type': 'expression_statement', 'children': ['55']}; {'id': '55', 'type': 'call', 'children': ['56', '59']}; {'id': '56', 'type': 'attribute', 'children': ['57', '58']}; {'id': '57', 'type': 'identifier', 'children': [], 'value': 'objecttools'}; {'id': '58', 'type': 'identifier', 'children': [], 'value': 'augment_excmessage'}; {'id': '59', 'type': 'argument_list', 'children': ['60']}; {'id': '60', 'type': 'string', 'children': [], 'value': "f'While trying to read data from NetCDF file `{self.filepath}`'"} | Open an existing NetCDF file temporarily and call method
|NetCDFVariableDeep.read| of all handled |NetCDFVariableBase|
objects. |
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': '_create_socket'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '5', 'type': 'block', 'children': ['6', '20', '29', '42', '51']}; {'id': '6', 'type': 'expression_statement', 'children': ['7']}; {'id': '7', 'type': 'assignment', 'children': ['8', '9']}; {'id': '8', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '9', 'type': 'call', 'children': ['10', '13']}; {'id': '10', 'type': 'attribute', 'children': ['11', '12']}; {'id': '11', 'type': 'identifier', 'children': [], 'value': 'socket'}; {'id': '12', 'type': 'identifier', 'children': [], 'value': 'socket'}; {'id': '13', 'type': 'argument_list', 'children': ['14', '17']}; {'id': '14', 'type': 'attribute', 'children': ['15', '16']}; {'id': '15', 'type': 'identifier', 'children': [], 'value': 'socket'}; {'id': '16', 'type': 'identifier', 'children': [], 'value': 'AF_INET'}; {'id': '17', 'type': 'attribute', 'children': ['18', '19']}; {'id': '18', 'type': 'identifier', 'children': [], 'value': 'socket'}; {'id': '19', 'type': 'identifier', 'children': [], 'value': 'SOCK_STREAM'}; {'id': '20', 'type': 'expression_statement', 'children': ['21']}; {'id': '21', 'type': 'assignment', 'children': ['22', '23']}; {'id': '22', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '23', 'type': 'call', 'children': ['24', '27']}; {'id': '24', 'type': 'attribute', 'children': ['25', '26']}; {'id': '25', 'type': 'identifier', 'children': [], 'value': 'ssl'}; {'id': '26', 'type': 'identifier', 'children': [], 'value': 'wrap_socket'}; {'id': '27', 'type': 'argument_list', 'children': ['28']}; {'id': '28', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '29', 'type': 'expression_statement', 'children': ['30']}; {'id': '30', 'type': 'call', 'children': ['31', '34']}; {'id': '31', 'type': 'attribute', 'children': ['32', '33']}; {'id': '32', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '33', 'type': 'identifier', 'children': [], 'value': 'connect'}; {'id': '34', 'type': 'argument_list', 'children': ['35']}; {'id': '35', 'type': 'tuple', 'children': ['36', '39']}; {'id': '36', 'type': 'attribute', 'children': ['37', '38']}; {'id': '37', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '38', 'type': 'identifier', 'children': [], 'value': 'host'}; {'id': '39', 'type': 'attribute', 'children': ['40', '41']}; {'id': '40', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '41', 'type': 'identifier', 'children': [], 'value': '__port'}; {'id': '42', 'type': 'expression_statement', 'children': ['43']}; {'id': '43', 'type': 'call', 'children': ['44', '47']}; {'id': '44', 'type': 'attribute', 'children': ['45', '46']}; {'id': '45', 'type': 'identifier', 'children': [], 'value': 's'}; {'id': '46', 'type': 'identifier', 'children': [], 'value': 'settimeout'}; {'id': '47', 'type': 'argument_list', 'children': ['48']}; {'id': '48', 'type': 'attribute', 'children': ['49', '50']}; {'id': '49', 'type': 'identifier', 'children': [], 'value': 'self'}; {'id': '50', 'type': 'identifier', 'children': [], 'value': 'timeout'}; {'id': '51', 'type': 'return_statement', 'children': ['52']}; {'id': '52', 'type': 'identifier', 'children': [], 'value': 's'} | Creates ssl socket, connects to stream api and
sets timeout. |
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