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(module (function_definition (function_name_get_sym_eq_kpoints) function_name_get_sym_eq_kpoints (parameters (identifier_self) identifier_self (identifier_kpoint) identifier_kpoint (default_parameter (identifier_cartesian) identifier_cartesian (False) False )default_parameter (default_parameter (identifier_tol) identifier_tol (float_1e-2) float_1e-2 )default_parameter )parameters (block (if_statement (not_operator (attribute (identifier_self) identifier_self (identifier_structure) identifier_structure )attribute )not_operator (block (return_statement (None) None )return_statement )block )if_statement (expression_statement (assignment (identifier_sg) identifier_sg (call (identifier_SpacegroupAnalyzer) identifier_SpacegroupAnalyzer (argument_list (attribute (identifier_self) identifier_self (identifier_structure) identifier_structure )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_symmops) identifier_symmops (call (attribute (identifier_sg) identifier_sg (identifier_get_point_group_operations) identifier_get_point_group_operations )attribute (argument_list (keyword_argument (identifier_cartesian) identifier_cartesian (identifier_cartesian) identifier_cartesian )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_points) identifier_points (call (attribute (identifier_np) identifier_np (identifier_dot) identifier_dot )attribute (argument_list (identifier_kpoint) identifier_kpoint (list_comprehension (attribute (identifier_m) identifier_m (identifier_rotation_matrix) identifier_rotation_matrix )attribute (for_in_clause (identifier_m) identifier_m (identifier_symmops) identifier_symmops )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_rm_list) identifier_rm_list (list )list )assignment )expression_statement (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (binary_operator (call (identifier_len) identifier_len (argument_list (identifier_points) identifier_points )argument_list )call (integer_1) integer_1 )binary_operator )argument_list )call (block (for_statement (identifier_j) identifier_j (call (identifier_range) identifier_range (argument_list (binary_operator (identifier_i) identifier_i (integer_1) integer_1 )binary_operator (call (identifier_len) identifier_len (argument_list (identifier_points) identifier_points )argument_list )call )argument_list )call (block (if_statement (call (attribute (identifier_np) identifier_np (identifier_allclose) identifier_allclose )attribute (argument_list (call (identifier_pbc_diff) identifier_pbc_diff (argument_list (subscript (identifier_points) identifier_points (identifier_i) identifier_i )subscript (subscript (identifier_points) identifier_points (identifier_j) identifier_j )subscript )argument_list )call (list (integer_0) integer_0 (integer_0) integer_0 (integer_0) integer_0 )list (identifier_tol) identifier_tol )argument_list )call (block (expression_statement (call (attribute (identifier_rm_list) identifier_rm_list (identifier_append) identifier_append )attribute (argument_list (identifier_i) identifier_i )argument_list )call )expression_statement (break_statement )break_statement )block )if_statement )block )for_statement )block )for_statement (return_statement (call (attribute (identifier_np) identifier_np (identifier_delete) identifier_delete )attribute (argument_list (identifier_points) identifier_points (identifier_rm_list) identifier_rm_list (keyword_argument (identifier_axis) identifier_axis (integer_0) integer_0 )keyword_argument )argument_list )call )return_statement )block )function_definition )module
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
(module (function_definition (function_name_CreateBlockDeviceMap) function_name_CreateBlockDeviceMap (parameters (identifier_self) identifier_self (identifier_image_id) identifier_image_id (identifier_instance_type) identifier_instance_type )parameters (block (expression_statement (assignment (identifier_image) identifier_image (call (attribute (attribute (identifier_self) identifier_self (identifier_ec2) identifier_ec2 )attribute (identifier_get_image) identifier_get_image )attribute (argument_list (identifier_image_id) identifier_image_id )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_block_device_map) identifier_block_device_map (attribute (identifier_image) identifier_image (identifier_block_device_mapping) identifier_block_device_mapping )attribute )assignment )expression_statement (assert_statement (parenthesized_expression (identifier_block_device_map) identifier_block_device_map )parenthesized_expression )assert_statement (expression_statement (assignment (identifier_ephemeral_device_names) identifier_ephemeral_device_names (list (string_'/dev/sdb') string_'/dev/sdb' (string_'/dev/sdc') string_'/dev/sdc' (string_'/dev/sdd') string_'/dev/sdd' (string_'/dev/sde') string_'/dev/sde' )list )assignment )expression_statement (for_statement (pattern_list (identifier_i) identifier_i (identifier_device_name) identifier_device_name )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (identifier_ephemeral_device_names) identifier_ephemeral_device_names )argument_list )call (block (expression_statement (assignment (identifier_name) identifier_name (binary_operator (string_'ephemeral%d') string_'ephemeral%d' (parenthesized_expression (identifier_i) identifier_i )parenthesized_expression )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_bdt) identifier_bdt (call (attribute (identifier_blockdevicemapping) identifier_blockdevicemapping (identifier_BlockDeviceType) identifier_BlockDeviceType )attribute (argument_list (keyword_argument (identifier_ephemeral_name) identifier_ephemeral_name (identifier_name) identifier_name )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_block_device_map) identifier_block_device_map (identifier_device_name) identifier_device_name )subscript (identifier_bdt) identifier_bdt )assignment )expression_statement )block )for_statement (return_statement (identifier_block_device_map) identifier_block_device_map )return_statement )block )function_definition )module
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.
(module (function_definition (function_name__configure_ebs_volume) function_name__configure_ebs_volume (parameters (identifier_self) identifier_self (identifier_vol_type) identifier_vol_type (identifier_name) identifier_name (identifier_size) identifier_size (identifier_delete_on_termination) identifier_delete_on_termination )parameters (block (expression_statement (assignment (identifier_root_dev) identifier_root_dev (call (attribute (attribute (attribute (identifier_boto) identifier_boto (identifier_ec2) identifier_ec2 )attribute (identifier_blockdevicemapping) identifier_blockdevicemapping )attribute (identifier_BlockDeviceType) identifier_BlockDeviceType )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_root_dev) identifier_root_dev (identifier_delete_on_termination) identifier_delete_on_termination )attribute (identifier_delete_on_termination) identifier_delete_on_termination )assignment )expression_statement (expression_statement (assignment (attribute (identifier_root_dev) identifier_root_dev (identifier_volume_type) identifier_volume_type )attribute (identifier_vol_type) identifier_vol_type )assignment )expression_statement (if_statement (comparison_operator (identifier_size) identifier_size (string_'default') string_'default' )comparison_operator (block (expression_statement (assignment (attribute (identifier_root_dev) identifier_root_dev (identifier_size) identifier_size )attribute (identifier_size) identifier_size )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_bdm) identifier_bdm (call (attribute (attribute (attribute (identifier_boto) identifier_boto (identifier_ec2) identifier_ec2 )attribute (identifier_blockdevicemapping) identifier_blockdevicemapping )attribute (identifier_BlockDeviceMapping) identifier_BlockDeviceMapping )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_bdm) identifier_bdm (identifier_name) identifier_name )subscript (identifier_root_dev) identifier_root_dev )assignment )expression_statement (return_statement (identifier_bdm) identifier_bdm )return_statement )block )function_definition )module
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
(module (function_definition (function_name_to_dict) function_name_to_dict (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_session) identifier_session (call (attribute (identifier_self) identifier_self (identifier__get_session) identifier__get_session )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_snapshot) identifier_snapshot (call (attribute (identifier_self) identifier_self (identifier__get_snapshot) identifier__get_snapshot )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (dictionary (pair (string_"session_id") string_"session_id" (attribute (identifier_session) identifier_session (identifier__session_id) identifier__session_id )attribute )pair (pair (string_"transaction_id") string_"transaction_id" (attribute (identifier_snapshot) identifier_snapshot (identifier__transaction_id) identifier__transaction_id )attribute )pair )dictionary )return_statement )block )function_definition )module
Return state as a dictionary. Result can be used to serialize the instance and reconstitute it later using :meth:`from_dict`. :rtype: dict
(module (function_definition (function_name_getopt) function_name_getopt (parameters (identifier_self) identifier_self (identifier_p) identifier_p (default_parameter (identifier_default) identifier_default (None) None )default_parameter )parameters (block (for_statement (pattern_list (identifier_k) identifier_k (identifier_v) identifier_v )pattern_list (attribute (identifier_self) identifier_self (identifier_pairs) identifier_pairs )attribute (block (if_statement (comparison_operator (identifier_k) identifier_k (identifier_p) identifier_p )comparison_operator (block (return_statement (identifier_v) identifier_v )return_statement )block )if_statement )block )for_statement (return_statement (identifier_default) identifier_default )return_statement )block )function_definition )module
Returns the first option value stored that matches p or default.
(module (function_definition (function_name__fetch_dataframe) function_name__fetch_dataframe (parameters (identifier_self) identifier_self )parameters (block (function_definition (function_name_reshape) function_name_reshape (parameters (identifier_training_summary) identifier_training_summary )parameters (block (expression_statement (assignment (identifier_out) identifier_out (dictionary )dictionary )assignment )expression_statement (for_statement (pattern_list (identifier_k) identifier_k (identifier_v) identifier_v )pattern_list (call (attribute (subscript (identifier_training_summary) identifier_training_summary (string_'TunedHyperParameters') string_'TunedHyperParameters' )subscript (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (try_statement (block (expression_statement (assignment (identifier_v) identifier_v (call (identifier_float) identifier_float (argument_list (identifier_v) identifier_v )argument_list )call )assignment )expression_statement )block (except_clause (tuple (identifier_TypeError) identifier_TypeError (identifier_ValueError) identifier_ValueError )tuple (block (pass_statement )pass_statement )block )except_clause )try_statement (expression_statement (assignment (subscript (identifier_out) identifier_out (identifier_k) identifier_k )subscript (identifier_v) identifier_v )assignment )expression_statement )block )for_statement (expression_statement (assignment (subscript (identifier_out) identifier_out (string_'TrainingJobName') string_'TrainingJobName' )subscript (subscript (identifier_training_summary) identifier_training_summary (string_'TrainingJobName') string_'TrainingJobName' )subscript )assignment )expression_statement (expression_statement (assignment (subscript (identifier_out) identifier_out (string_'TrainingJobStatus') string_'TrainingJobStatus' )subscript (subscript (identifier_training_summary) identifier_training_summary (string_'TrainingJobStatus') string_'TrainingJobStatus' )subscript )assignment )expression_statement (expression_statement (assignment (subscript (identifier_out) identifier_out (string_'FinalObjectiveValue') string_'FinalObjectiveValue' )subscript (call (attribute (call (attribute (identifier_training_summary) identifier_training_summary (identifier_get) identifier_get )attribute (argument_list (string_'FinalHyperParameterTuningJobObjectiveMetric') string_'FinalHyperParameterTuningJobObjectiveMetric' (dictionary )dictionary )argument_list )call (identifier_get) identifier_get )attribute (argument_list (string_'Value') string_'Value' )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_start_time) identifier_start_time (call (attribute (identifier_training_summary) identifier_training_summary (identifier_get) identifier_get )attribute (argument_list (string_'TrainingStartTime') string_'TrainingStartTime' (None) None )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_end_time) identifier_end_time (call (attribute (identifier_training_summary) identifier_training_summary (identifier_get) identifier_get )attribute (argument_list (string_'TrainingEndTime') string_'TrainingEndTime' (None) None )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_out) identifier_out (string_'TrainingStartTime') string_'TrainingStartTime' )subscript (identifier_start_time) identifier_start_time )assignment )expression_statement (expression_statement (assignment (subscript (identifier_out) identifier_out (string_'TrainingEndTime') string_'TrainingEndTime' )subscript (identifier_end_time) identifier_end_time )assignment )expression_statement (if_statement (boolean_operator (identifier_start_time) identifier_start_time (identifier_end_time) identifier_end_time )boolean_operator (block (expression_statement (assignment (subscript (identifier_out) identifier_out (string_'TrainingElapsedTimeSeconds') string_'TrainingElapsedTimeSeconds' )subscript (call (attribute (parenthesized_expression (binary_operator (identifier_end_time) identifier_end_time (identifier_start_time) identifier_start_time )binary_operator )parenthesized_expression (identifier_total_seconds) identifier_total_seconds )attribute (argument_list )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (identifier_out) identifier_out )return_statement )block )function_definition (expression_statement (assignment (identifier_df) identifier_df (call (attribute (identifier_pd) identifier_pd (identifier_DataFrame) identifier_DataFrame )attribute (argument_list (list_comprehension (call (identifier_reshape) identifier_reshape (argument_list (identifier_tjs) identifier_tjs )argument_list )call (for_in_clause (identifier_tjs) identifier_tjs (call (attribute (identifier_self) identifier_self (identifier_training_job_summaries) identifier_training_job_summaries )attribute (argument_list )argument_list )call )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (return_statement (identifier_df) identifier_df )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_export_modifications) function_name_export_modifications (parameters (identifier_self) identifier_self )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier___modified_data__) identifier___modified_data__ )attribute (None) None )comparison_operator (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_export_data) identifier_export_data )attribute (argument_list )argument_list )call )return_statement )block )if_statement (expression_statement (assignment (identifier_result) identifier_result (dictionary )dictionary )assignment )expression_statement (for_statement (pattern_list (identifier_key) identifier_key (identifier_value) identifier_value )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (attribute (identifier_self) identifier_self (identifier___original_data__) identifier___original_data__ )attribute )argument_list )call (block (try_statement (block (if_statement (not_operator (call (attribute (identifier_value) identifier_value (identifier_is_modified) identifier_is_modified )attribute (argument_list )argument_list )call )not_operator (block (continue_statement )continue_statement )block )if_statement (expression_statement (assignment (identifier_modifications) identifier_modifications (call (attribute (identifier_value) identifier_value (identifier_export_modifications) identifier_export_modifications )attribute (argument_list )argument_list )call )assignment )expression_statement )block (except_clause (identifier_AttributeError) identifier_AttributeError (block (continue_statement )continue_statement )block )except_clause )try_statement (try_statement (block (expression_statement (call (attribute (identifier_result) identifier_result (identifier_update) identifier_update )attribute (argument_list (dictionary_comprehension (pair (call (attribute (string_'{}.{}') string_'{}.{}' (identifier_format) identifier_format )attribute (argument_list (identifier_key) identifier_key (identifier_f) identifier_f )argument_list )call (identifier_v) identifier_v )pair (for_in_clause (pattern_list (identifier_f) identifier_f (identifier_v) identifier_v )pattern_list (call (attribute (identifier_modifications) identifier_modifications (identifier_items) identifier_items )attribute (argument_list )argument_list )call )for_in_clause )dictionary_comprehension )argument_list )call )expression_statement )block (except_clause (identifier_AttributeError) identifier_AttributeError (block (expression_statement (assignment (subscript (identifier_result) identifier_result (identifier_key) identifier_key )subscript (identifier_modifications) identifier_modifications )assignment )expression_statement )block )except_clause )try_statement )block )for_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
Returns list modifications.
(module (function_definition (function_name_pop_fw_local) function_name_pop_fw_local (parameters (identifier_self) identifier_self (identifier_tenant_id) identifier_tenant_id (identifier_net_id) identifier_net_id (identifier_direc) identifier_direc (identifier_node_ip) identifier_node_ip )parameters (block (expression_statement (assignment (identifier_net) identifier_net (call (attribute (identifier_self) identifier_self (identifier_get_network) identifier_get_network )attribute (argument_list (identifier_net_id) identifier_net_id )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_serv_obj) identifier_serv_obj (call (attribute (identifier_self) identifier_self (identifier_get_service_obj) identifier_get_service_obj )attribute (argument_list (identifier_tenant_id) identifier_tenant_id )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_serv_obj) identifier_serv_obj (identifier_update_fw_local_cache) identifier_update_fw_local_cache )attribute (argument_list (identifier_net_id) identifier_net_id (identifier_direc) identifier_direc (identifier_node_ip) identifier_node_ip )argument_list )call )expression_statement (if_statement (comparison_operator (identifier_net) identifier_net (None) None )comparison_operator (block (expression_statement (assignment (identifier_net_dict) identifier_net_dict (call (attribute (identifier_self) identifier_self (identifier_fill_dcnm_net_info) identifier_fill_dcnm_net_info )attribute (argument_list (identifier_tenant_id) identifier_tenant_id (identifier_direc) identifier_direc (attribute (identifier_net) identifier_net (identifier_vlan) identifier_vlan )attribute (attribute (identifier_net) identifier_net (identifier_segmentation_id) identifier_segmentation_id )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_serv_obj) identifier_serv_obj (identifier_store_dcnm_net_dict) identifier_store_dcnm_net_dict )attribute (argument_list (identifier_net_dict) identifier_net_dict (identifier_direc) identifier_direc )argument_list )call )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_direc) identifier_direc (string_"in") string_"in" )comparison_operator (block (expression_statement (assignment (identifier_subnet) identifier_subnet (call (attribute (attribute (identifier_self) identifier_self (identifier_service_in_ip) identifier_service_in_ip )attribute (identifier_get_subnet_by_netid) identifier_get_subnet_by_netid )attribute (argument_list (identifier_net_id) identifier_net_id )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_subnet) identifier_subnet (call (attribute (attribute (identifier_self) identifier_self (identifier_service_out_ip) identifier_service_out_ip )attribute (identifier_get_subnet_by_netid) identifier_get_subnet_by_netid )attribute (argument_list (identifier_net_id) identifier_net_id )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (if_statement (comparison_operator (identifier_subnet) identifier_subnet (None) None )comparison_operator (block (expression_statement (assignment (identifier_subnet_dict) identifier_subnet_dict (call (attribute (identifier_self) identifier_self (identifier_fill_dcnm_subnet_info) identifier_fill_dcnm_subnet_info )attribute (argument_list (identifier_tenant_id) identifier_tenant_id (identifier_subnet) identifier_subnet (call (attribute (identifier_self) identifier_self (identifier_get_start_ip) identifier_get_start_ip )attribute (argument_list (identifier_subnet) identifier_subnet )argument_list )call (call (attribute (identifier_self) identifier_self (identifier_get_end_ip) identifier_get_end_ip )attribute (argument_list (identifier_subnet) identifier_subnet )argument_list )call (call (attribute (identifier_self) identifier_self (identifier_get_gateway) identifier_get_gateway )attribute (argument_list (identifier_subnet) identifier_subnet )argument_list )call (call (attribute (identifier_self) identifier_self (identifier_get_secondary_gateway) identifier_get_secondary_gateway )attribute (argument_list (identifier_subnet) identifier_subnet )argument_list )call (identifier_direc) identifier_direc )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_serv_obj) identifier_serv_obj (identifier_store_dcnm_subnet_dict) identifier_store_dcnm_subnet_dict )attribute (argument_list (identifier_subnet_dict) identifier_subnet_dict (identifier_direc) identifier_direc )argument_list )call )expression_statement )block )if_statement )block )function_definition )module
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.
(module (function_definition (function_name_set_pragmas) function_name_set_pragmas (parameters (identifier_self) identifier_self (identifier_pragmas) identifier_pragmas )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_pragmas) identifier_pragmas )attribute (identifier_pragmas) identifier_pragmas )assignment )expression_statement (expression_statement (assignment (identifier_c) identifier_c (call (attribute (attribute (identifier_self) identifier_self (identifier_conn) identifier_conn )attribute (identifier_cursor) identifier_cursor )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_c) identifier_c (identifier_executescript) identifier_executescript )attribute (argument_list (call (attribute (string_';\n') string_';\n' (identifier_join) identifier_join )attribute (argument_list (list_comprehension (binary_operator (string_'PRAGMA %s=%s') string_'PRAGMA %s=%s' (identifier_i) identifier_i )binary_operator (for_in_clause (identifier_i) identifier_i (call (attribute (attribute (identifier_self) identifier_self (identifier_pragmas) identifier_pragmas )attribute (identifier_items) identifier_items )attribute (argument_list )argument_list )call )for_in_clause )list_comprehension )argument_list )call )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_conn) identifier_conn )attribute (identifier_commit) identifier_commit )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
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.
(module (function_definition (function_name__admin_metadata_from_uri) function_name__admin_metadata_from_uri (parameters (identifier_uri) identifier_uri (identifier_config_path) identifier_config_path )parameters (block (expression_statement (assignment (identifier_uri) identifier_uri (call (attribute (attribute (identifier_dtoolcore) identifier_dtoolcore (identifier_utils) identifier_utils )attribute (identifier_sanitise_uri) identifier_sanitise_uri )attribute (argument_list (identifier_uri) identifier_uri )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_storage_broker) identifier_storage_broker (call (identifier__get_storage_broker) identifier__get_storage_broker (argument_list (identifier_uri) identifier_uri (identifier_config_path) identifier_config_path )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_admin_metadata) identifier_admin_metadata (call (attribute (identifier_storage_broker) identifier_storage_broker (identifier_get_admin_metadata) identifier_get_admin_metadata )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (identifier_admin_metadata) identifier_admin_metadata )return_statement )block )function_definition )module
Helper function for getting admin metadata.
(module (function_definition (function_name_declare_local_operator) function_name_declare_local_operator (parameters (identifier_self) identifier_self (identifier_type) identifier_type (default_parameter (identifier_raw_model) identifier_raw_model (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_onnx_name) identifier_onnx_name (call (attribute (identifier_self) identifier_self (identifier_get_unique_operator_name) identifier_get_unique_operator_name )attribute (argument_list (call (identifier_str) identifier_str (argument_list (identifier_type) identifier_type )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_operator) identifier_operator (call (identifier_Operator) identifier_Operator (argument_list (identifier_onnx_name) identifier_onnx_name (attribute (identifier_self) identifier_self (identifier_name) identifier_name )attribute (identifier_type) identifier_type (identifier_raw_model) identifier_raw_model (attribute (identifier_self) identifier_self (identifier_target_opset) identifier_target_opset )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_operators) identifier_operators )attribute (identifier_onnx_name) identifier_onnx_name )subscript (identifier_operator) identifier_operator )assignment )expression_statement (return_statement (identifier_operator) identifier_operator )return_statement )block )function_definition )module
This function is used to declare new local operator.
(module (function_definition (function_name_sort) function_name_sort (parameters (identifier_self) identifier_self (identifier_columnId) identifier_columnId (default_parameter (identifier_order) identifier_order (attribute (identifier_Qt) identifier_Qt (identifier_AscendingOrder) identifier_AscendingOrder )attribute )default_parameter )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_layoutAboutToBeChanged) identifier_layoutAboutToBeChanged )attribute (identifier_emit) identifier_emit )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_sortingAboutToStart) identifier_sortingAboutToStart )attribute (identifier_emit) identifier_emit )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (identifier_column) identifier_column (subscript (attribute (attribute (identifier_self) identifier_self (identifier__dataFrame) identifier__dataFrame )attribute (identifier_columns) identifier_columns )attribute (identifier_columnId) identifier_columnId )subscript )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__dataFrame) identifier__dataFrame )attribute (identifier_sort_values) identifier_sort_values )attribute (argument_list (identifier_column) identifier_column (keyword_argument (identifier_ascending) identifier_ascending (not_operator (call (identifier_bool) identifier_bool (argument_list (identifier_order) identifier_order )argument_list )call )not_operator )keyword_argument (keyword_argument (identifier_inplace) identifier_inplace (True) True )keyword_argument )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_layoutChanged) identifier_layoutChanged )attribute (identifier_emit) identifier_emit )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_sortingFinished) identifier_sortingFinished )attribute (identifier_emit) identifier_emit )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
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
(module (function_definition (function_name_metadata) function_name_metadata (parameters (identifier_dataset) identifier_dataset (identifier_node) identifier_node (identifier_entityids) identifier_entityids (default_parameter (identifier_extended) identifier_extended (False) False )default_parameter (default_parameter (identifier_api_key) identifier_api_key (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_api_key) identifier_api_key (call (identifier__get_api_key) identifier__get_api_key (argument_list (identifier_api_key) identifier_api_key )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_url) identifier_url (call (attribute (string_'{}/metadata') string_'{}/metadata' (identifier_format) identifier_format )attribute (argument_list (identifier_USGS_API) identifier_USGS_API )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_payload) identifier_payload (dictionary (pair (string_"jsonRequest") string_"jsonRequest" (call (attribute (identifier_payloads) identifier_payloads (identifier_metadata) identifier_metadata )attribute (argument_list (identifier_dataset) identifier_dataset (identifier_node) identifier_node (identifier_entityids) identifier_entityids (keyword_argument (identifier_api_key) identifier_api_key (identifier_api_key) identifier_api_key )keyword_argument )argument_list )call )pair )dictionary )assignment )expression_statement (expression_statement (assignment (identifier_r) identifier_r (call (attribute (identifier_requests) identifier_requests (identifier_post) identifier_post )attribute (argument_list (identifier_url) identifier_url (identifier_payload) identifier_payload )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_r) identifier_r (identifier_json) identifier_json )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (identifier__check_for_usgs_error) identifier__check_for_usgs_error (argument_list (identifier_response) identifier_response )argument_list )call )expression_statement (if_statement (identifier_extended) identifier_extended (block (expression_statement (assignment (identifier_metadata_urls) identifier_metadata_urls (call (identifier_map) identifier_map (argument_list (identifier__get_metadata_url) identifier__get_metadata_url (subscript (identifier_response) identifier_response (string_'data') string_'data' )subscript )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_results) identifier_results (call (identifier__async_requests) identifier__async_requests (argument_list (identifier_metadata_urls) identifier_metadata_urls )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (call (identifier_map) identifier_map (argument_list (lambda (lambda_parameters (identifier_idx) identifier_idx )lambda_parameters (call (identifier__get_extended) identifier__get_extended (argument_list (subscript (subscript (identifier_response) identifier_response (string_'data') string_'data' )subscript (identifier_idx) identifier_idx )subscript (subscript (identifier_results) identifier_results (identifier_idx) identifier_idx )subscript )argument_list )call )lambda (call (identifier_range) identifier_range (argument_list (call (identifier_len) identifier_len (argument_list (subscript (identifier_response) identifier_response (string_'data') string_'data' )subscript )argument_list )call )argument_list )call )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (identifier_response) identifier_response )return_statement )block )function_definition )module
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:
(module (function_definition (function_name_get_project) function_name_get_project (parameters (identifier_username) identifier_username (identifier_project) identifier_project (default_parameter (identifier_machine_name) identifier_machine_name (None) None )default_parameter )parameters (block (try_statement (block (expression_statement (assignment (identifier_account) identifier_account (call (attribute (attribute (identifier_Account) identifier_Account (identifier_objects) identifier_objects )attribute (identifier_get) identifier_get )attribute (argument_list (keyword_argument (identifier_username) identifier_username (identifier_username) identifier_username )keyword_argument (keyword_argument (identifier_date_deleted__isnull) identifier_date_deleted__isnull (True) True )keyword_argument )argument_list )call )assignment )expression_statement )block (except_clause (attribute (identifier_Account) identifier_Account (identifier_DoesNotExist) identifier_DoesNotExist )attribute (block (return_statement (binary_operator (string_"Account '%s' not found") string_"Account '%s' not found" (identifier_username) identifier_username )binary_operator )return_statement )block )except_clause )try_statement (if_statement (comparison_operator (identifier_project) identifier_project (None) None )comparison_operator (block (expression_statement (assignment (identifier_project) identifier_project (attribute (identifier_account) identifier_account (identifier_default_project) identifier_default_project )attribute )assignment )expression_statement )block (else_clause (block (try_statement (block (expression_statement (assignment (identifier_project) identifier_project (call (attribute (attribute (identifier_Project) identifier_Project (identifier_objects) identifier_objects )attribute (identifier_get) identifier_get )attribute (argument_list (keyword_argument (identifier_pid) identifier_pid (identifier_project) identifier_project )keyword_argument )argument_list )call )assignment )expression_statement )block (except_clause (attribute (identifier_Project) identifier_Project (identifier_DoesNotExist) identifier_DoesNotExist )attribute (block (expression_statement (assignment (identifier_project) identifier_project (attribute (identifier_account) identifier_account (identifier_default_project) identifier_default_project )attribute )assignment )expression_statement )block )except_clause )try_statement )block )else_clause )if_statement (if_statement (comparison_operator (identifier_project) identifier_project (None) None )comparison_operator (block (return_statement (string_"None") string_"None" )return_statement )block )if_statement (if_statement (comparison_operator (attribute (identifier_account) identifier_account (identifier_person) identifier_person )attribute (call (attribute (attribute (attribute (identifier_project) identifier_project (identifier_group) identifier_group )attribute (identifier_members) identifier_members )attribute (identifier_all) identifier_all )attribute (argument_list )argument_list )call )comparison_operator (block (expression_statement (assignment (identifier_project) identifier_project (attribute (identifier_account) identifier_account (identifier_default_project) identifier_default_project )attribute )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_project) identifier_project (None) None )comparison_operator (block (return_statement (string_"None") string_"None" )return_statement )block )if_statement (if_statement (comparison_operator (attribute (identifier_account) identifier_account (identifier_person) identifier_person )attribute (call (attribute (attribute (attribute (identifier_project) identifier_project (identifier_group) identifier_group )attribute (identifier_members) identifier_members )attribute (identifier_all) identifier_all )attribute (argument_list )argument_list )call )comparison_operator (block (return_statement (string_"None") string_"None" )return_statement )block )if_statement (return_statement (attribute (identifier_project) identifier_project (identifier_pid) identifier_pid )attribute )return_statement )block )function_definition )module
Used in the submit filter to make sure user is in project
(module (function_definition (function_name__update_indexes_for_deleted_object) function_name__update_indexes_for_deleted_object (parameters (identifier_collection) identifier_collection (identifier_obj) identifier_obj )parameters (block (for_statement (identifier_index) identifier_index (call (attribute (attribute (subscript (identifier__db) identifier__db (identifier_collection) identifier_collection )subscript (identifier_indexes) identifier_indexes )attribute (identifier_values) identifier_values )attribute (argument_list )argument_list )call (block (expression_statement (call (identifier__remove_from_index) identifier__remove_from_index (argument_list (identifier_index) identifier_index (identifier_obj) identifier_obj )argument_list )call )expression_statement )block )for_statement )block )function_definition )module
If an object is deleted, it should no longer be indexed so this removes the object from all indexes on the given collection.
(module (function_definition (function_name_get_random_node) function_name_get_random_node (parameters (identifier_graph) identifier_graph (typed_parameter (identifier_node_blacklist) identifier_node_blacklist (type (generic_type (identifier_Set) identifier_Set (type_parameter (type (identifier_BaseEntity) identifier_BaseEntity )type )type_parameter )generic_type )type )typed_parameter (typed_default_parameter (identifier_invert_degrees) identifier_invert_degrees (type (generic_type (identifier_Optional) identifier_Optional (type_parameter (type (identifier_bool) identifier_bool )type )type_parameter )generic_type )type (None) None )typed_default_parameter )parameters (type (generic_type (identifier_Optional) identifier_Optional (type_parameter (type (identifier_BaseEntity) identifier_BaseEntity )type )type_parameter )generic_type )type (block (try_statement (block (expression_statement (assignment (pattern_list (identifier_nodes) identifier_nodes (identifier_degrees) identifier_degrees )pattern_list (call (identifier_zip) identifier_zip (argument_list (list_splat (generator_expression (tuple (identifier_node) identifier_node (identifier_degree) identifier_degree )tuple (for_in_clause (pattern_list (identifier_node) identifier_node (identifier_degree) identifier_degree )pattern_list (call (identifier_sorted) identifier_sorted (argument_list (call (attribute (identifier_graph) identifier_graph (identifier_degree) identifier_degree )attribute (argument_list )argument_list )call (keyword_argument (identifier_key) identifier_key (call (identifier_itemgetter) identifier_itemgetter (argument_list (integer_1) integer_1 )argument_list )call )keyword_argument )argument_list )call )for_in_clause (if_clause (comparison_operator (identifier_node) identifier_node (identifier_node_blacklist) identifier_node_blacklist )comparison_operator )if_clause )generator_expression )list_splat )argument_list )call )assignment )expression_statement )block (except_clause (identifier_ValueError) identifier_ValueError (block (return_statement )return_statement )block )except_clause )try_statement (if_statement (boolean_operator (comparison_operator (identifier_invert_degrees) identifier_invert_degrees (None) None )comparison_operator (identifier_invert_degrees) identifier_invert_degrees )boolean_operator (block (expression_statement (assignment (identifier_degrees) identifier_degrees (list_comprehension (binary_operator (integer_1) integer_1 (identifier_degree) identifier_degree )binary_operator (for_in_clause (identifier_degree) identifier_degree (identifier_degrees) identifier_degrees )for_in_clause )list_comprehension )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_wrg) identifier_wrg (call (identifier_WeightedRandomGenerator) identifier_WeightedRandomGenerator (argument_list (identifier_nodes) identifier_nodes (identifier_degrees) identifier_degrees )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_wrg) identifier_wrg (identifier_next) identifier_next )attribute (argument_list )argument_list )call )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_body_as_str) function_name_body_as_str (parameters (identifier_self) identifier_self (default_parameter (identifier_encoding) identifier_encoding (string_'UTF-8') string_'UTF-8' )default_parameter )parameters (block (expression_statement (assignment (identifier_data) identifier_data (attribute (identifier_self) identifier_self (identifier_body) identifier_body )attribute )assignment )expression_statement (try_statement (block (return_statement (call (attribute (string_"") string_"" (identifier_join) identifier_join )attribute (generator_expression (call (attribute (identifier_b) identifier_b (identifier_decode) identifier_decode )attribute (argument_list (identifier_encoding) identifier_encoding )argument_list )call (for_in_clause (identifier_b) identifier_b (identifier_data) identifier_data )for_in_clause )generator_expression )call )return_statement )block (except_clause (identifier_TypeError) identifier_TypeError (block (return_statement (call (attribute (identifier_six) identifier_six (identifier_text_type) identifier_text_type )attribute (argument_list (identifier_data) identifier_data )argument_list )call )return_statement )block )except_clause (except_clause (block (pass_statement )pass_statement )block )except_clause )try_statement (try_statement (block (return_statement (call (attribute (identifier_data) identifier_data (identifier_decode) identifier_decode )attribute (argument_list (identifier_encoding) identifier_encoding )argument_list )call )return_statement )block (except_clause (as_pattern (identifier_Exception) identifier_Exception (as_pattern_target (identifier_e) identifier_e )as_pattern_target )as_pattern (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (call (attribute (string_"Message data is not compatible with string type: {}") string_"Message data is not compatible with string type: {}" (identifier_format) identifier_format )attribute (argument_list (identifier_e) identifier_e )argument_list )call )argument_list )call )raise_statement )block )except_clause )try_statement )block )function_definition )module
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
(module (function_definition (function_name__restore_volume) function_name__restore_volume (parameters (identifier_self) identifier_self (identifier_fade) identifier_fade )parameters (block (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_mute) identifier_mute )attribute (attribute (identifier_self) identifier_self (identifier_mute) identifier_mute )attribute )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_volume) identifier_volume )attribute (integer_100) integer_100 )comparison_operator (block (expression_statement (assignment (identifier_fixed_vol) identifier_fixed_vol (subscript (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_renderingControl) identifier_renderingControl )attribute (identifier_GetOutputFixed) identifier_GetOutputFixed )attribute (argument_list (list (tuple (string_'InstanceID') string_'InstanceID' (integer_0) integer_0 )tuple )list )argument_list )call (string_'CurrentFixed') string_'CurrentFixed' )subscript )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_fixed_vol) identifier_fixed_vol (False) False )assignment )expression_statement )block )else_clause )if_statement (if_statement (not_operator (identifier_fixed_vol) identifier_fixed_vol )not_operator (block (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_bass) identifier_bass )attribute (attribute (identifier_self) identifier_self (identifier_bass) identifier_bass )attribute )assignment )expression_statement (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_treble) identifier_treble )attribute (attribute (identifier_self) identifier_self (identifier_treble) identifier_treble )attribute )assignment )expression_statement (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_loudness) identifier_loudness )attribute (attribute (identifier_self) identifier_self (identifier_loudness) identifier_loudness )attribute )assignment )expression_statement (if_statement (identifier_fade) identifier_fade (block (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_volume) identifier_volume )attribute (integer_0) integer_0 )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_ramp_to_volume) identifier_ramp_to_volume )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_volume) identifier_volume )attribute )argument_list )call )expression_statement )block (else_clause (block (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_device) identifier_device )attribute (identifier_volume) identifier_volume )attribute (attribute (identifier_self) identifier_self (identifier_volume) identifier_volume )attribute )assignment )expression_statement )block )else_clause )if_statement )block )if_statement )block )function_definition )module
Reinstate volume. Args: fade (bool): Whether volume should be faded up on restore.
(module (function_definition (function_name__ensure_extra_rows) function_name__ensure_extra_rows (parameters (identifier_self) identifier_self (identifier_term) identifier_term (identifier_N) identifier_N )parameters (block (expression_statement (assignment (identifier_attrs) identifier_attrs (subscript (attribute (attribute (identifier_self) identifier_self (identifier_graph) identifier_graph )attribute (identifier_node) identifier_node )attribute (identifier_term) identifier_term )subscript )assignment )expression_statement (expression_statement (assignment (subscript (identifier_attrs) identifier_attrs (string_'extra_rows') string_'extra_rows' )subscript (call (identifier_max) identifier_max (argument_list (identifier_N) identifier_N (call (attribute (identifier_attrs) identifier_attrs (identifier_get) identifier_get )attribute (argument_list (string_'extra_rows') string_'extra_rows' (integer_0) integer_0 )argument_list )call )argument_list )call )assignment )expression_statement )block )function_definition )module
Ensure that we're going to compute at least N extra rows of `term`.
(module (function_definition (function_name_ingest) function_name_ingest (parameters (identifier_self) identifier_self (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier___name__) identifier___name__ (binary_operator (string_'%s.ingest') string_'%s.ingest' (attribute (attribute (identifier_self) identifier_self (identifier___class__) identifier___class__ )attribute (identifier___name__) identifier___name__ )attribute )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_schema_dict) identifier_schema_dict (attribute (identifier_self) identifier_self (identifier_schema) identifier_schema )attribute )assignment )expression_statement (expression_statement (assignment (identifier_path_to_root) identifier_path_to_root (string_'.') string_'.' )assignment )expression_statement (expression_statement (assignment (identifier_valid_data) identifier_valid_data (call (attribute (identifier_self) identifier_self (identifier__ingest_dict) identifier__ingest_dict )attribute (argument_list (identifier_kwargs) identifier_kwargs (identifier_schema_dict) identifier_schema_dict (identifier_path_to_root) identifier_path_to_root )argument_list )call )assignment )expression_statement (return_statement (identifier_valid_data) identifier_valid_data )return_statement )block )function_definition )module
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
(module (function_definition (function_name_copy_neg) function_name_copy_neg (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_result) identifier_result (call (attribute (attribute (identifier_mpfr) identifier_mpfr (identifier_Mpfr_t) identifier_Mpfr_t )attribute (identifier___new__) identifier___new__ )attribute (argument_list (identifier_BigFloat) identifier_BigFloat )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_mpfr) identifier_mpfr (identifier_mpfr_init2) identifier_mpfr_init2 )attribute (argument_list (identifier_result) identifier_result (attribute (identifier_self) identifier_self (identifier_precision) identifier_precision )attribute )argument_list )call )expression_statement (expression_statement (assignment (identifier_new_sign) identifier_new_sign (not_operator (call (attribute (identifier_self) identifier_self (identifier__sign) identifier__sign )attribute (argument_list )argument_list )call )not_operator )assignment )expression_statement (expression_statement (call (attribute (identifier_mpfr) identifier_mpfr (identifier_mpfr_setsign) identifier_mpfr_setsign )attribute (argument_list (identifier_result) identifier_result (identifier_self) identifier_self (identifier_new_sign) identifier_new_sign (identifier_ROUND_TIES_TO_EVEN) identifier_ROUND_TIES_TO_EVEN )argument_list )call )expression_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_get_property_value_for_brok) function_name_get_property_value_for_brok (parameters (identifier_self) identifier_self (identifier_prop) identifier_prop (identifier_tab) identifier_tab )parameters (block (expression_statement (assignment (identifier_entry) identifier_entry (subscript (identifier_tab) identifier_tab (identifier_prop) identifier_prop )subscript )assignment )expression_statement (expression_statement (assignment (identifier_value) identifier_value (call (identifier_getattr) identifier_getattr (argument_list (identifier_self) identifier_self (identifier_prop) identifier_prop (attribute (identifier_entry) identifier_entry (identifier_default) identifier_default )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_pre_op) identifier_pre_op (attribute (identifier_entry) identifier_entry (identifier_brok_transformation) identifier_brok_transformation )attribute )assignment )expression_statement (if_statement (comparison_operator (identifier_pre_op) identifier_pre_op (None) None )comparison_operator (block (expression_statement (assignment (identifier_value) identifier_value (call (identifier_pre_op) identifier_pre_op (argument_list (identifier_self) identifier_self (identifier_value) identifier_value )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (identifier_value) identifier_value )return_statement )block )function_definition )module
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
(module (function_definition (function_name__init_dict) function_name__init_dict (parameters (identifier_self) identifier_self (identifier_data) identifier_data (default_parameter (identifier_index) identifier_index (None) None )default_parameter (default_parameter (identifier_dtype) identifier_dtype (None) None )default_parameter )parameters (block (if_statement (identifier_data) identifier_data (block (expression_statement (assignment (pattern_list (identifier_keys) identifier_keys (identifier_values) identifier_values )pattern_list (call (identifier_zip) identifier_zip (argument_list (list_splat (call (attribute (identifier_data) identifier_data (identifier_items) identifier_items )attribute (argument_list )argument_list )call )list_splat )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_values) identifier_values (call (identifier_list) identifier_list (argument_list (identifier_values) identifier_values )argument_list )call )assignment )expression_statement )block (elif_clause (comparison_operator (identifier_index) identifier_index (None) None )comparison_operator (block (expression_statement (assignment (identifier_values) identifier_values (call (identifier_na_value_for_dtype) identifier_na_value_for_dtype (argument_list (identifier_dtype) identifier_dtype )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_keys) identifier_keys (identifier_index) identifier_index )assignment )expression_statement )block )elif_clause (else_clause (block (expression_statement (assignment (pattern_list (identifier_keys) identifier_keys (identifier_values) identifier_values )pattern_list (expression_list (list )list (list )list )expression_list )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (identifier_s) identifier_s (call (identifier_Series) identifier_Series (argument_list (identifier_values) identifier_values (keyword_argument (identifier_index) identifier_index (identifier_keys) identifier_keys )keyword_argument (keyword_argument (identifier_dtype) identifier_dtype (identifier_dtype) identifier_dtype )keyword_argument )argument_list )call )assignment )expression_statement (if_statement (boolean_operator (identifier_data) identifier_data (comparison_operator (identifier_index) identifier_index (None) None )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_s) identifier_s (call (attribute (identifier_s) identifier_s (identifier_reindex) identifier_reindex )attribute (argument_list (identifier_index) identifier_index (keyword_argument (identifier_copy) identifier_copy (False) False )keyword_argument )argument_list )call )assignment )expression_statement )block (elif_clause (boolean_operator (boolean_operator (not_operator (identifier_PY36) identifier_PY36 )not_operator (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_data) identifier_data (identifier_OrderedDict) identifier_OrderedDict )argument_list )call )not_operator )boolean_operator (identifier_data) identifier_data )boolean_operator (block (try_statement (block (expression_statement (assignment (identifier_s) identifier_s (call (attribute (identifier_s) identifier_s (identifier_sort_index) identifier_sort_index )attribute (argument_list )argument_list )call )assignment )expression_statement )block (except_clause (identifier_TypeError) identifier_TypeError (block (pass_statement )pass_statement )block )except_clause )try_statement )block )elif_clause )if_statement (return_statement (expression_list (attribute (identifier_s) identifier_s (identifier__data) identifier__data )attribute (attribute (identifier_s) identifier_s (identifier_index) identifier_index )attribute )expression_list )return_statement )block )function_definition )module
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
(module (function_definition (function_name_recall_score) function_name_recall_score (parameters (identifier_y_true) identifier_y_true (identifier_y_pred) identifier_y_pred (default_parameter (identifier_average) identifier_average (string_'micro') string_'micro' )default_parameter (default_parameter (identifier_suffix) identifier_suffix (False) False )default_parameter )parameters (block (expression_statement (assignment (identifier_true_entities) identifier_true_entities (call (identifier_set) identifier_set (argument_list (call (identifier_get_entities) identifier_get_entities (argument_list (identifier_y_true) identifier_y_true (identifier_suffix) identifier_suffix )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_pred_entities) identifier_pred_entities (call (identifier_set) identifier_set (argument_list (call (identifier_get_entities) identifier_get_entities (argument_list (identifier_y_pred) identifier_y_pred (identifier_suffix) identifier_suffix )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_nb_correct) identifier_nb_correct (call (identifier_len) identifier_len (argument_list (binary_operator (identifier_true_entities) identifier_true_entities (identifier_pred_entities) identifier_pred_entities )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_nb_true) identifier_nb_true (call (identifier_len) identifier_len (argument_list (identifier_true_entities) identifier_true_entities )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_score) identifier_score (conditional_expression (binary_operator (identifier_nb_correct) identifier_nb_correct (identifier_nb_true) identifier_nb_true )binary_operator (comparison_operator (identifier_nb_true) identifier_nb_true (integer_0) integer_0 )comparison_operator (integer_0) integer_0 )conditional_expression )assignment )expression_statement (return_statement (identifier_score) identifier_score )return_statement )block )function_definition )module
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
(module (function_definition (function_name__get_record) function_name__get_record (parameters (identifier_self) identifier_self (identifier_record_type) identifier_record_type )parameters (block (if_statement (not_operator (call (attribute (identifier_self) identifier_self (identifier_has_record_type) identifier_has_record_type )attribute (argument_list (identifier_record_type) identifier_record_type )argument_list )call )not_operator (block (raise_statement (call (attribute (identifier_errors) identifier_errors (identifier_Unsupported) identifier_Unsupported )attribute (argument_list )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (call (identifier_str) identifier_str (argument_list (identifier_record_type) identifier_record_type )argument_list )call (attribute (identifier_self) identifier_self (identifier__records) identifier__records )attribute )comparison_operator (block (raise_statement (call (attribute (identifier_errors) identifier_errors (identifier_Unimplemented) identifier_Unimplemented )attribute (argument_list )argument_list )call )raise_statement )block )if_statement (return_statement (subscript (attribute (identifier_self) identifier_self (identifier__records) identifier__records )attribute (call (identifier_str) identifier_str (argument_list (identifier_record_type) identifier_record_type )argument_list )call )subscript )return_statement )block )function_definition )module
Get the record string type value given the record_type.
(module (function_definition (function_name__is_string) function_name__is_string (parameters (identifier_thing) identifier_thing )parameters (block (if_statement (attribute (identifier__util) identifier__util (identifier__py3k) identifier__py3k )attribute (block (return_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_thing) identifier_thing (identifier_str) identifier_str )argument_list )call )return_statement )block (else_clause (block (return_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_thing) identifier_thing (identifier_basestring) identifier_basestring )argument_list )call )return_statement )block )else_clause )if_statement )block )function_definition )module
Python character arrays are a mess. 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.
(module (function_definition (function_name_read_index) function_name_read_index (parameters (identifier_self) identifier_self )parameters (block (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (attribute (identifier_self) identifier_self (identifier_tree) identifier_tree )attribute (identifier_dict) identifier_dict )argument_list )call )not_operator (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_tree) identifier_tree )attribute (call (identifier_dict) identifier_dict (argument_list )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_tree) identifier_tree )attribute (identifier_clear) identifier_clear )attribute (argument_list )argument_list )call )expression_statement (for_statement (pattern_list (identifier_path) identifier_path (identifier_metadata) identifier_metadata )pattern_list (call (attribute (identifier_self) identifier_self (identifier_read_index_iter) identifier_read_index_iter )attribute (argument_list )argument_list )call (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_tree) identifier_tree )attribute (identifier_path) identifier_path )subscript (identifier_metadata) identifier_metadata )assignment )expression_statement )block )for_statement )block )function_definition )module
Reads the index and populates the directory tree
(module (function_definition (function_name_depth_february_average_ground_temperature) function_name_depth_february_average_ground_temperature (parameters (identifier_self) identifier_self (default_parameter (identifier_value) identifier_value (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_value) identifier_value (None) None )comparison_operator (block (try_statement (block (expression_statement (assignment (identifier_value) identifier_value (call (identifier_float) identifier_float (argument_list (identifier_value) identifier_value )argument_list )call )assignment )expression_statement )block (except_clause (identifier_ValueError) identifier_ValueError (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (call (attribute (concatenated_string (string_'value {} need to be of type float ') string_'value {} need to be of type float ' (string_'for field `depth_february_average_ground_temperature`') string_'for field `depth_february_average_ground_temperature`' )concatenated_string (identifier_format) identifier_format )attribute (argument_list (identifier_value) identifier_value )argument_list )call )argument_list )call )raise_statement )block )except_clause )try_statement )block )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__depth_february_average_ground_temperature) identifier__depth_february_average_ground_temperature )attribute (identifier_value) identifier_value )assignment )expression_statement )block )function_definition )module
Corresponds to IDD Field `depth_february_average_ground_temperature` 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
(module (function_definition (function_name__repair_row) function_name__repair_row (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_check_for_title) identifier_check_for_title (True) True )assignment )expression_statement (for_statement (identifier_row_index) identifier_row_index (call (identifier_range) identifier_range (argument_list (subscript (attribute (identifier_self) identifier_self (identifier_start) identifier_start )attribute (integer_0) integer_0 )subscript (subscript (attribute (identifier_self) identifier_self (identifier_end) identifier_end )attribute (integer_0) integer_0 )subscript )argument_list )call (block (expression_statement (assignment (identifier_table_row) identifier_table_row (subscript (attribute (identifier_self) identifier_self (identifier_table) identifier_table )attribute (identifier_row_index) identifier_row_index )subscript )assignment )expression_statement (expression_statement (assignment (identifier_row_start) identifier_row_start (subscript (identifier_table_row) identifier_table_row (subscript (attribute (identifier_self) identifier_self (identifier_start) identifier_start )attribute (integer_1) integer_1 )subscript )subscript )assignment )expression_statement (if_statement (boolean_operator (identifier_check_for_title) identifier_check_for_title (call (identifier_is_empty_cell) identifier_is_empty_cell (argument_list (identifier_row_start) identifier_row_start )argument_list )call )boolean_operator (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__stringify_row) identifier__stringify_row )attribute (argument_list (identifier_row_index) identifier_row_index )argument_list )call )expression_statement )block (elif_clause (parenthesized_expression (boolean_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_row_start) identifier_row_start (identifier_basestring) identifier_basestring )argument_list )call (call (attribute (identifier_re) identifier_re (identifier_search) identifier_search )attribute (argument_list (attribute (identifier_allregex) identifier_allregex (identifier_year_regex) identifier_year_regex )attribute (identifier_row_start) identifier_row_start )argument_list )call )boolean_operator )parenthesized_expression (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__check_stringify_year_row) identifier__check_stringify_year_row )attribute (argument_list (identifier_row_index) identifier_row_index )argument_list )call )expression_statement )block )elif_clause (else_clause (block (expression_statement (assignment (identifier_check_for_title) identifier_check_for_title (False) False )assignment )expression_statement )block )else_clause )if_statement )block )for_statement )block )function_definition )module
Searches for missing titles that can be inferred from the surrounding data and automatically repairs those titles.
(module (function_definition (function_name__log_msg) function_name__log_msg (parameters (identifier_self) identifier_self (identifier_msg) identifier_msg (identifier_ok) identifier_ok )parameters (block (if_statement (subscript (attribute (identifier_self) identifier_self (identifier__config) identifier__config )attribute (string_'color') string_'color' )subscript (block (expression_statement (assignment (pattern_list (identifier_CGREEN) identifier_CGREEN (identifier_CRED) identifier_CRED (identifier_CEND) identifier_CEND )pattern_list (expression_list (string_'\033[92m') string_'\033[92m' (string_'\033[91m') string_'\033[91m' (string_'\033[0m') string_'\033[0m' )expression_list )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_CGREEN) identifier_CGREEN (assignment (identifier_CRED) identifier_CRED (assignment (identifier_CEND) identifier_CEND (string_'') string_'' )assignment )assignment )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (identifier_LOG_LEVELS) identifier_LOG_LEVELS (dictionary (pair (False) False (attribute (identifier_logging) identifier_logging (identifier_ERROR) identifier_ERROR )attribute )pair (pair (True) True (attribute (identifier_logging) identifier_logging (identifier_INFO) identifier_INFO )attribute )pair )dictionary )assignment )expression_statement (expression_statement (call (attribute (identifier_L) identifier_L (identifier_log) identifier_log )attribute (argument_list (subscript (identifier_LOG_LEVELS) identifier_LOG_LEVELS (identifier_ok) identifier_ok )subscript (binary_operator (string_'%35s %s') string_'%35s %s' (identifier_CEND) identifier_CEND )binary_operator (identifier_msg) identifier_msg (conditional_expression (binary_operator (identifier_CGREEN) identifier_CGREEN (string_'PASS') string_'PASS' )binary_operator (identifier_ok) identifier_ok (binary_operator (identifier_CRED) identifier_CRED (string_'FAIL') string_'FAIL' )binary_operator )conditional_expression )argument_list )call )expression_statement )block )function_definition )module
Helper to log message to the right level
(module (function_definition (function_name_update_url) function_name_update_url (parameters (identifier_self) identifier_self (default_parameter (identifier_url) identifier_url (None) None )default_parameter )parameters (block (if_statement (not_operator (identifier_url) identifier_url )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"Neither a url or regex was provided to update_url.") string_"Neither a url or regex was provided to update_url." )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_post_url) identifier_post_url (binary_operator (string_"%s%s") string_"%s%s" (tuple (attribute (identifier_self) identifier_self (identifier_BASE_URL) identifier_BASE_URL )attribute (identifier_url) identifier_url )tuple )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_r) identifier_r (call (attribute (attribute (identifier_self) identifier_self (identifier_session) identifier_session )attribute (identifier_post) identifier_post )attribute (argument_list (identifier_post_url) identifier_post_url )argument_list )call )assignment )expression_statement (return_statement (comparison_operator (call (identifier_int) identifier_int (argument_list (attribute (identifier_r) identifier_r (identifier_status_code) identifier_status_code )attribute )argument_list )call (integer_500) integer_500 )comparison_operator )return_statement )block )function_definition )module
Accepts a fully-qualified url. Returns True if successful, False if not successful.
(module (function_definition (function_name_get_gpu_memory_usage) function_name_get_gpu_memory_usage (parameters (typed_parameter (identifier_ctx) identifier_ctx (type (generic_type (identifier_List) identifier_List (type_parameter (type (attribute (attribute (identifier_mx) identifier_mx (identifier_context) identifier_context )attribute (identifier_Context) identifier_Context )attribute )type )type_parameter )generic_type )type )typed_parameter )parameters (type (generic_type (identifier_Dict) identifier_Dict (type_parameter (type (identifier_int) identifier_int )type (type (generic_type (identifier_Tuple) identifier_Tuple (type_parameter (type (identifier_int) identifier_int )type (type (identifier_int) identifier_int )type )type_parameter )generic_type )type )type_parameter )generic_type )type (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_ctx) identifier_ctx (attribute (attribute (identifier_mx) identifier_mx (identifier_context) identifier_context )attribute (identifier_Context) identifier_Context )attribute )argument_list )call (block (expression_statement (assignment (identifier_ctx) identifier_ctx (list (identifier_ctx) identifier_ctx )list )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_ctx) identifier_ctx (list_comprehension (identifier_c) identifier_c (for_in_clause (identifier_c) identifier_c (identifier_ctx) identifier_ctx )for_in_clause (if_clause (comparison_operator (attribute (identifier_c) identifier_c (identifier_device_type) identifier_device_type )attribute (string_'gpu') string_'gpu' )comparison_operator )if_clause )list_comprehension )assignment )expression_statement (if_statement (not_operator (identifier_ctx) identifier_ctx )not_operator (block (return_statement (dictionary )dictionary )return_statement )block )if_statement (if_statement (comparison_operator (call (attribute (identifier_shutil) identifier_shutil (identifier_which) identifier_which )attribute (argument_list (string_"nvidia-smi") string_"nvidia-smi" )argument_list )call (None) None )comparison_operator (block (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_warning) identifier_warning )attribute (argument_list (string_"Couldn't find nvidia-smi, therefore we assume no GPUs are available.") string_"Couldn't find nvidia-smi, therefore we assume no GPUs are available." )argument_list )call )expression_statement (return_statement (dictionary )dictionary )return_statement )block )if_statement (expression_statement (assignment (identifier_device_ids) identifier_device_ids (list_comprehension (attribute (identifier_c) identifier_c (identifier_device_id) identifier_device_id )attribute (for_in_clause (identifier_c) identifier_c (identifier_ctx) identifier_ctx )for_in_clause )list_comprehension )assignment )expression_statement (expression_statement (assignment (identifier_mp_context) identifier_mp_context (call (attribute (identifier_mp_utils) identifier_mp_utils (identifier_get_context) identifier_get_context )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_result_queue) identifier_result_queue (call (attribute (identifier_mp_context) identifier_mp_context (identifier_Queue) identifier_Queue )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_nvidia_smi_process) identifier_nvidia_smi_process (call (attribute (identifier_mp_context) identifier_mp_context (identifier_Process) identifier_Process )attribute (argument_list (keyword_argument (identifier_target) identifier_target (identifier_query_nvidia_smi) identifier_query_nvidia_smi )keyword_argument (keyword_argument (identifier_args) identifier_args (tuple (identifier_device_ids) identifier_device_ids (identifier_result_queue) identifier_result_queue )tuple )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_nvidia_smi_process) identifier_nvidia_smi_process (identifier_start) identifier_start )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_nvidia_smi_process) identifier_nvidia_smi_process (identifier_join) identifier_join )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (identifier_memory_data) identifier_memory_data (call (attribute (identifier_result_queue) identifier_result_queue (identifier_get) identifier_get )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_log_gpu_memory_usage) identifier_log_gpu_memory_usage (argument_list (identifier_memory_data) identifier_memory_data )argument_list )call )expression_statement (return_statement (identifier_memory_data) identifier_memory_data )return_statement )block )function_definition )module
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).
(module (function_definition (function_name_save) function_name_save (parameters (identifier_self) identifier_self (identifier_filename) identifier_filename )parameters (block (expression_statement (assignment (identifier_filename) identifier_filename (call (attribute (identifier_pathlib) identifier_pathlib (identifier_Path) identifier_Path )attribute (argument_list (identifier_filename) identifier_filename )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_out) identifier_out (list )list )assignment )expression_statement (expression_statement (assignment (identifier_keys) identifier_keys (call (identifier_sorted) identifier_sorted (argument_list (call (identifier_list) identifier_list (argument_list (call (attribute (identifier_self) identifier_self (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call )argument_list )call )argument_list )call )assignment )expression_statement (for_statement (identifier_key) identifier_key (identifier_keys) identifier_keys (block (expression_statement (call (attribute (identifier_out) identifier_out (identifier_append) identifier_append )attribute (argument_list (call (attribute (string_"[{}]") string_"[{}]" (identifier_format) identifier_format )attribute (argument_list (identifier_key) identifier_key )argument_list )call )argument_list )call )expression_statement (expression_statement (assignment (identifier_section) identifier_section (subscript (identifier_self) identifier_self (identifier_key) identifier_key )subscript )assignment )expression_statement (expression_statement (assignment (identifier_ikeys) identifier_ikeys (call (identifier_list) identifier_list (argument_list (call (attribute (identifier_section) identifier_section (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_ikeys) identifier_ikeys (identifier_sort) identifier_sort )attribute (argument_list )argument_list )call )expression_statement (for_statement (identifier_ikey) identifier_ikey (identifier_ikeys) identifier_ikeys (block (expression_statement (assignment (pattern_list (identifier_var) identifier_var (identifier_val) identifier_val )pattern_list (call (identifier_keyval_typ2str) identifier_keyval_typ2str (argument_list (identifier_ikey) identifier_ikey (subscript (identifier_section) identifier_section (identifier_ikey) identifier_ikey )subscript )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_out) identifier_out (identifier_append) identifier_append )attribute (argument_list (call (attribute (string_"{} = {}") string_"{} = {}" (identifier_format) identifier_format )attribute (argument_list (identifier_var) identifier_var (identifier_val) identifier_val )argument_list )call )argument_list )call )expression_statement )block )for_statement (expression_statement (call (attribute (identifier_out) identifier_out (identifier_append) identifier_append )attribute (argument_list (string_"") string_"" )argument_list )call )expression_statement )block )for_statement (with_statement (with_clause (with_item (as_pattern (call (attribute (identifier_filename) identifier_filename (identifier_open) identifier_open )attribute (argument_list (string_"w") string_"w" )argument_list )call (as_pattern_target (identifier_f) identifier_f )as_pattern_target )as_pattern )with_item )with_clause (block (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (call (identifier_len) identifier_len (argument_list (identifier_out) identifier_out )argument_list )call )argument_list )call (block (expression_statement (assignment (subscript (identifier_out) identifier_out (identifier_i) identifier_i )subscript (binary_operator (subscript (identifier_out) identifier_out (identifier_i) identifier_i )subscript (string_"\n") string_"\n" )binary_operator )assignment )expression_statement )block )for_statement (expression_statement (call (attribute (identifier_f) identifier_f (identifier_writelines) identifier_writelines )attribute (argument_list (identifier_out) identifier_out )argument_list )call )expression_statement )block )with_statement )block )function_definition )module
Save the configuration to a file
(module (function_definition (function_name_zcr) function_name_zcr (parameters (identifier_data) identifier_data )parameters (block (expression_statement (assignment (identifier_data) identifier_data (call (attribute (identifier_np) identifier_np (identifier_mean) identifier_mean )attribute (argument_list (identifier_data) identifier_data (keyword_argument (identifier_axis) identifier_axis (integer_1) integer_1 )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_count) identifier_count (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_countZ) identifier_countZ (binary_operator (call (attribute (identifier_np) identifier_np (identifier_sum) identifier_sum )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_abs) identifier_abs )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_diff) identifier_diff )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_sign) identifier_sign )attribute (argument_list (identifier_data) identifier_data )argument_list )call )argument_list )call )argument_list )call )argument_list )call (integer_2) integer_2 )binary_operator )assignment )expression_statement (return_statement (parenthesized_expression (binary_operator (call (attribute (identifier_np) identifier_np (identifier_float64) identifier_float64 )attribute (argument_list (identifier_countZ) identifier_countZ )argument_list )call (call (attribute (identifier_np) identifier_np (identifier_float64) identifier_float64 )attribute (argument_list (binary_operator (identifier_count) identifier_count (float_1.0) float_1.0 )binary_operator )argument_list )call )binary_operator )parenthesized_expression )return_statement )block )function_definition )module
Computes zero crossing rate of segment
(module (function_definition (function_name_adjust_attributes_on_object) function_name_adjust_attributes_on_object (parameters (identifier_self) identifier_self (identifier_collection) identifier_collection (identifier_name) identifier_name (identifier_things) identifier_things (identifier_values) identifier_values (identifier_how) identifier_how )parameters (block (expression_statement (assignment (identifier_url) identifier_url (call (attribute (identifier_self) identifier_self (identifier__build_url) identifier__build_url )attribute (argument_list (binary_operator (string_"%s/%s") string_"%s/%s" (tuple (identifier_collection) identifier_collection (identifier_name) identifier_name )tuple )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_self) identifier_self (identifier__get) identifier__get )attribute (argument_list (identifier_url) identifier_url )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_debug) identifier_debug )attribute (argument_list (string_"before modification: %s") string_"before modification: %s" (attribute (identifier_response) identifier_response (identifier_content) identifier_content )attribute )argument_list )call )expression_statement (expression_statement (assignment (identifier_build_json) identifier_build_json (call (attribute (identifier_response) identifier_response (identifier_json) identifier_json )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_how) identifier_how (argument_list (subscript (identifier_build_json) identifier_build_json (string_'metadata') string_'metadata' )subscript (identifier_things) identifier_things (identifier_values) identifier_values )argument_list )call )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_self) identifier_self (identifier__put) identifier__put )attribute (argument_list (identifier_url) identifier_url (keyword_argument (identifier_data) identifier_data (call (attribute (identifier_json) identifier_json (identifier_dumps) identifier_dumps )attribute (argument_list (identifier_build_json) identifier_build_json )argument_list )call )keyword_argument (keyword_argument (identifier_use_json) identifier_use_json (True) True )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_check_response) identifier_check_response (argument_list (identifier_response) identifier_response )argument_list )call )expression_statement (return_statement (identifier_response) identifier_response )return_statement )block )function_definition )module
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:
(module (function_definition (function_name_get_pixel_thresholds_from_calibration_array) function_name_get_pixel_thresholds_from_calibration_array (parameters (identifier_gdacs) identifier_gdacs (identifier_calibration_gdacs) identifier_calibration_gdacs (identifier_threshold_calibration_array) identifier_threshold_calibration_array (default_parameter (identifier_bounds_error) identifier_bounds_error (True) True )default_parameter )parameters (block (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_calibration_gdacs) identifier_calibration_gdacs )argument_list )call (subscript (attribute (identifier_threshold_calibration_array) identifier_threshold_calibration_array (identifier_shape) identifier_shape )attribute (integer_2) integer_2 )subscript )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_'Length of the provided pixel GDACs does not match the third dimension of the calibration array') string_'Length of the provided pixel GDACs does not match the third dimension of the calibration array' )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_interpolation) identifier_interpolation (call (identifier_interp1d) identifier_interp1d (argument_list (keyword_argument (identifier_x) identifier_x (identifier_calibration_gdacs) identifier_calibration_gdacs )keyword_argument (keyword_argument (identifier_y) identifier_y (identifier_threshold_calibration_array) identifier_threshold_calibration_array )keyword_argument (keyword_argument (identifier_kind) identifier_kind (string_'slinear') string_'slinear' )keyword_argument (keyword_argument (identifier_bounds_error) identifier_bounds_error (identifier_bounds_error) identifier_bounds_error )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (identifier_interpolation) identifier_interpolation (argument_list (identifier_gdacs) identifier_gdacs )argument_list )call )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_store) function_name_store (parameters (identifier_self) identifier_self (identifier_addr) identifier_addr (default_parameter (identifier_length) identifier_length (integer_1) integer_1 )default_parameter (default_parameter (identifier_non_temporal) identifier_non_temporal (False) False )default_parameter )parameters (block (if_statement (identifier_non_temporal) identifier_non_temporal (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"non_temporal stores are not yet supported") string_"non_temporal stores are not yet supported" )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (identifier_addr) identifier_addr (None) None )comparison_operator (block (return_statement )return_statement )block (elif_clause (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_addr) identifier_addr (identifier_Iterable) identifier_Iterable )argument_list )call )not_operator (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_first_level) identifier_first_level )attribute (identifier_store) identifier_store )attribute (argument_list (identifier_addr) identifier_addr (keyword_argument (identifier_length) identifier_length (identifier_length) identifier_length )keyword_argument )argument_list )call )expression_statement )block )elif_clause (else_clause (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_first_level) identifier_first_level )attribute (identifier_iterstore) identifier_iterstore )attribute (argument_list (identifier_addr) identifier_addr (keyword_argument (identifier_length) identifier_length (identifier_length) identifier_length )keyword_argument )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
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
(module (function_definition (function_name_singleton) function_name_singleton (parameters (identifier_cls) identifier_cls )parameters (block (import_statement (dotted_name (identifier_inspect) identifier_inspect )dotted_name )import_statement (expression_statement (assignment (identifier_instances) identifier_instances (dictionary )dictionary )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_cls) identifier_cls (identifier___init__) identifier___init__ )attribute (attribute (identifier_object) identifier_object (identifier___init__) identifier___init__ )attribute )comparison_operator (block (expression_statement (assignment (identifier_argspec) identifier_argspec (call (attribute (identifier_inspect) identifier_inspect (identifier_getfullargspec) identifier_getfullargspec )attribute (argument_list (attribute (identifier_cls) identifier_cls (identifier___init__) identifier___init__ )attribute )argument_list )call )assignment )expression_statement (if_statement (boolean_operator (boolean_operator (comparison_operator (call (identifier_len) identifier_len (argument_list (attribute (identifier_argspec) identifier_argspec (identifier_args) identifier_args )attribute )argument_list )call (integer_1) integer_1 )comparison_operator (attribute (identifier_argspec) identifier_argspec (identifier_varargs) identifier_varargs )attribute )boolean_operator (attribute (identifier_argspec) identifier_argspec (identifier_varkw) identifier_varkw )attribute )boolean_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_"Singleton classes cannot accept arguments to the constructor.") string_"Singleton classes cannot accept arguments to the constructor." )argument_list )call )raise_statement )block )if_statement )block )if_statement (function_definition (function_name_get_instance) function_name_get_instance (parameters )parameters (block (if_statement (comparison_operator (identifier_cls) identifier_cls (identifier_instances) identifier_instances )comparison_operator (block (expression_statement (assignment (subscript (identifier_instances) identifier_instances (identifier_cls) identifier_cls )subscript (call (identifier_cls) identifier_cls (argument_list )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (subscript (identifier_instances) identifier_instances (identifier_cls) identifier_cls )subscript )return_statement )block )function_definition (return_statement (identifier_get_instance) identifier_get_instance )return_statement )block )function_definition )module
Decorator function that turns a class into a singleton.
(module (function_definition (function_name__plan_on_valid_line) function_name__plan_on_valid_line (parameters (identifier_self) identifier_self (identifier_at_line) identifier_at_line (identifier_final_line_count) identifier_final_line_count )parameters (block (if_statement (boolean_operator (comparison_operator (identifier_at_line) identifier_at_line (integer_1) integer_1 )comparison_operator (comparison_operator (identifier_at_line) identifier_at_line (identifier_final_line_count) identifier_final_line_count )comparison_operator )boolean_operator (block (return_statement (True) True )return_statement )block )if_statement (expression_statement (assignment (identifier_after_version) identifier_after_version (parenthesized_expression (boolean_operator (boolean_operator (subscript (attribute (identifier_self) identifier_self (identifier__lines_seen) identifier__lines_seen )attribute (string_"version") string_"version" )subscript (comparison_operator (subscript (subscript (attribute (identifier_self) identifier_self (identifier__lines_seen) identifier__lines_seen )attribute (string_"version") string_"version" )subscript (integer_0) integer_0 )subscript (integer_1) integer_1 )comparison_operator )boolean_operator (comparison_operator (identifier_at_line) identifier_at_line (integer_2) integer_2 )comparison_operator )boolean_operator )parenthesized_expression )assignment )expression_statement (if_statement (identifier_after_version) identifier_after_version (block (return_statement (True) True )return_statement )block )if_statement (return_statement (False) False )return_statement )block )function_definition )module
Check if a plan is on a valid line.
(module (function_definition (function_name_all) function_name_all (parameters (identifier_self) identifier_self (identifier_customer_id) identifier_customer_id (default_parameter (identifier_data) identifier_data (dictionary )dictionary )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_url) identifier_url (call (attribute (string_"{}/{}/tokens") string_"{}/{}/tokens" (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_base_url) identifier_base_url )attribute (identifier_customer_id) identifier_customer_id )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_get_url) identifier_get_url )attribute (argument_list (identifier_url) identifier_url (identifier_data) identifier_data (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
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
(module (function_definition (function_name_fit) function_name_fit (parameters (identifier_self) identifier_self (identifier_p) identifier_p (identifier_x) identifier_x (identifier_y) identifier_y )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_regression_model) identifier_regression_model )attribute (identifier_fit) identifier_fit )attribute (argument_list (identifier_p) identifier_p (identifier_y) identifier_y )argument_list )call )expression_statement (expression_statement (assignment (identifier_ml_pred) identifier_ml_pred (call (attribute (attribute (identifier_self) identifier_self (identifier_regression_model) identifier_regression_model )attribute (identifier_predict) identifier_predict )attribute (argument_list (identifier_p) identifier_p )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_print) identifier_print (argument_list (string_'Finished learning regression model') string_'Finished learning regression model' )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_krige) identifier_krige )attribute (identifier_fit) identifier_fit )attribute (argument_list (keyword_argument (identifier_x) identifier_x (identifier_x) identifier_x )keyword_argument (keyword_argument (identifier_y) identifier_y (binary_operator (identifier_y) identifier_y (identifier_ml_pred) identifier_ml_pred )binary_operator )keyword_argument )argument_list )call )expression_statement (expression_statement (call (identifier_print) identifier_print (argument_list (string_'Finished kriging residuals') string_'Finished kriging residuals' )argument_list )call )expression_statement )block )function_definition )module
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, )
(module (function_definition (function_name_proxy_model) function_name_proxy_model (parameters (identifier_self) identifier_self )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_category) identifier_category )attribute (attribute (identifier_Category) identifier_Category (identifier_MODEL) identifier_MODEL )attribute )comparison_operator (block (raise_statement (call (identifier_IllegalArgumentError) identifier_IllegalArgumentError (argument_list (call (attribute (string_"Part {} is not a model, therefore it cannot have a proxy model") string_"Part {} is not a model, therefore it cannot have a proxy model" (identifier_format) identifier_format )attribute (argument_list (identifier_self) identifier_self )argument_list )call )argument_list )call )raise_statement )block )if_statement (if_statement (boolean_operator (comparison_operator (string_'proxy') string_'proxy' (attribute (identifier_self) identifier_self (identifier__json_data) identifier__json_data )attribute )comparison_operator (call (attribute (attribute (identifier_self) identifier_self (identifier__json_data) identifier__json_data )attribute (identifier_get) identifier_get )attribute (argument_list (string_'proxy') string_'proxy' )argument_list )call )boolean_operator (block (expression_statement (assignment (identifier_catalog_model_id) identifier_catalog_model_id (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier__json_data) identifier__json_data )attribute (string_'proxy') string_'proxy' )subscript (identifier_get) identifier_get )attribute (argument_list (string_'id') string_'id' )argument_list )call )assignment )expression_statement (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__client) identifier__client )attribute (identifier_model) identifier_model )attribute (argument_list (keyword_argument (identifier_pk) identifier_pk (identifier_catalog_model_id) identifier_catalog_model_id )keyword_argument )argument_list )call )return_statement )block (else_clause (block (raise_statement (call (identifier_NotFoundError) identifier_NotFoundError (argument_list (call (attribute (string_"Part {} is not a proxy") string_"Part {} is not a proxy" (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_name) identifier_name )attribute )argument_list )call )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
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()
(module (function_definition (function_name_kalman_filter) function_name_kalman_filter (parameters (identifier_points) identifier_points (identifier_noise) identifier_noise )parameters (block (expression_statement (assignment (identifier_kalman) identifier_kalman (call (attribute (identifier_ikalman) identifier_ikalman (identifier_filter) identifier_filter )attribute (argument_list (identifier_noise) identifier_noise )argument_list )call )assignment )expression_statement (for_statement (identifier_point) identifier_point (identifier_points) identifier_points (block (expression_statement (call (attribute (identifier_kalman) identifier_kalman (identifier_update_velocity2d) identifier_update_velocity2d )attribute (argument_list (attribute (identifier_point) identifier_point (identifier_lat) identifier_lat )attribute (attribute (identifier_point) identifier_point (identifier_lon) identifier_lon )attribute (attribute (identifier_point) identifier_point (identifier_dt) identifier_dt )attribute )argument_list )call )expression_statement (expression_statement (assignment (tuple_pattern (identifier_lat) identifier_lat (identifier_lon) identifier_lon )tuple_pattern (call (attribute (identifier_kalman) identifier_kalman (identifier_get_lat_long) identifier_get_lat_long )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_point) identifier_point (identifier_lat) identifier_lat )attribute (identifier_lat) identifier_lat )assignment )expression_statement (expression_statement (assignment (attribute (identifier_point) identifier_point (identifier_lon) identifier_lon )attribute (identifier_lon) identifier_lon )assignment )expression_statement )block )for_statement (return_statement (identifier_points) identifier_points )return_statement )block )function_definition )module
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
(module (function_definition (function_name_sample_stats_prior_to_xarray) function_name_sample_stats_prior_to_xarray (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_data) identifier_data (attribute (identifier_self) identifier_self (identifier_sample_stats_prior) identifier_sample_stats_prior )attribute )assignment )expression_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_data) identifier_data (identifier_dict) identifier_dict )argument_list )call )not_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_"DictConverter.sample_stats_prior is not a dictionary") string_"DictConverter.sample_stats_prior is not a dictionary" )argument_list )call )raise_statement )block )if_statement (return_statement (call (identifier_dict_to_dataset) identifier_dict_to_dataset (argument_list (identifier_data) identifier_data (keyword_argument (identifier_library) identifier_library (None) None )keyword_argument (keyword_argument (identifier_coords) identifier_coords (attribute (identifier_self) identifier_self (identifier_coords) identifier_coords )attribute )keyword_argument (keyword_argument (identifier_dims) identifier_dims (attribute (identifier_self) identifier_self (identifier_dims) identifier_dims )attribute )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Convert sample_stats_prior samples to xarray.
(module (function_definition (function_name_expand_short_options) function_name_expand_short_options (parameters (identifier_self) identifier_self (identifier_argv) identifier_argv )parameters (block (expression_statement (assignment (identifier_new_argv) identifier_new_argv (list )list )assignment )expression_statement (for_statement (identifier_arg) identifier_arg (identifier_argv) identifier_argv (block (expression_statement (assignment (identifier_result) identifier_result (call (attribute (identifier_self) identifier_self (identifier_parse_multi_short_option) identifier_parse_multi_short_option )attribute (argument_list (identifier_arg) identifier_arg )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_new_argv) identifier_new_argv (identifier_extend) identifier_extend )attribute (argument_list (identifier_result) identifier_result )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_new_argv) identifier_new_argv )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_add_commands) function_name_add_commands (parameters (identifier_self) identifier_self )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_parser) identifier_parser )attribute (identifier_add_argument) identifier_add_argument )attribute (argument_list (string_'-d') string_'-d' (keyword_argument (identifier_action) identifier_action (string_"count") string_"count" )keyword_argument (dictionary_splat (call (attribute (attribute (attribute (attribute (identifier_self) identifier_self (identifier_config) identifier_config )attribute (identifier_default) identifier_default )attribute (identifier_debug) identifier_debug )attribute (identifier_get_arg_parse_arguments) identifier_get_arg_parse_arguments )attribute (argument_list )argument_list )call )dictionary_splat )argument_list )call )expression_statement )block )function_definition )module
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.
(module (function_definition (function_name_set_state_options) function_name_set_state_options (parameters (identifier_self) identifier_self (default_parameter (identifier_left_add_options) identifier_left_add_options (None) None )default_parameter (default_parameter (identifier_left_remove_options) identifier_left_remove_options (None) None )default_parameter (default_parameter (identifier_right_add_options) identifier_right_add_options (None) None )default_parameter (default_parameter (identifier_right_remove_options) identifier_right_remove_options (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_s_right) identifier_s_right (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier_project) identifier_project )attribute (identifier_factory) identifier_factory )attribute (identifier_full_init_state) identifier_full_init_state )attribute (argument_list (keyword_argument (identifier_add_options) identifier_add_options (identifier_right_add_options) identifier_right_add_options )keyword_argument (keyword_argument (identifier_remove_options) identifier_remove_options (identifier_right_remove_options) identifier_right_remove_options )keyword_argument (keyword_argument (identifier_args) identifier_args (list )list )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_s_left) identifier_s_left (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier_project) identifier_project )attribute (identifier_factory) identifier_factory )attribute (identifier_full_init_state) identifier_full_init_state )attribute (argument_list (keyword_argument (identifier_add_options) identifier_add_options (identifier_left_add_options) identifier_left_add_options )keyword_argument (keyword_argument (identifier_remove_options) identifier_remove_options (identifier_left_remove_options) identifier_left_remove_options )keyword_argument (keyword_argument (identifier_args) identifier_args (list )list )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_set_states) identifier_set_states )attribute (argument_list (identifier_s_left) identifier_s_left (identifier_s_right) identifier_s_right )argument_list )call )return_statement )block )function_definition )module
Checks that the specified state options result in the same states over the next `depth` states.
(module (function_definition (function_name_key) function_name_key (parameters (identifier_self) identifier_self (identifier_frame) identifier_frame )parameters (block (expression_statement (string_"Return the sort key for the given frame.") string_"Return the sort key for the given frame." )expression_statement (function_definition (function_name_keytuple) function_name_keytuple (parameters (identifier_primary) identifier_primary )parameters (block (if_statement (comparison_operator (attribute (identifier_frame) identifier_frame (identifier_frameno) identifier_frameno )attribute (None) None )comparison_operator (block (return_statement (tuple (identifier_primary) identifier_primary (integer_1) integer_1 )tuple )return_statement )block )if_statement (return_statement (tuple (identifier_primary) identifier_primary (integer_0) integer_0 (attribute (identifier_frame) identifier_frame (identifier_frameno) identifier_frameno )attribute )tuple )return_statement )block )function_definition (if_statement (comparison_operator (call (identifier_type) identifier_type (argument_list (identifier_frame) identifier_frame )argument_list )call (attribute (identifier_self) identifier_self (identifier_frame_keys) identifier_frame_keys )attribute )comparison_operator (block (return_statement (call (identifier_keytuple) identifier_keytuple (argument_list (subscript (attribute (identifier_self) identifier_self (identifier_frame_keys) identifier_frame_keys )attribute (call (identifier_type) identifier_type (argument_list (identifier_frame) identifier_frame )argument_list )call )subscript )argument_list )call )return_statement )block )if_statement (if_statement (boolean_operator (call (attribute (identifier_frame) identifier_frame (identifier__in_version) identifier__in_version )attribute (argument_list (integer_2) integer_2 )argument_list )call (comparison_operator (subscript (attribute (call (identifier_type) identifier_type (argument_list (identifier_frame) identifier_frame )argument_list )call (identifier___bases__) identifier___bases__ )attribute (integer_0) integer_0 )subscript (attribute (identifier_self) identifier_self (identifier_frame_keys) identifier_frame_keys )attribute )comparison_operator )boolean_operator (block (return_statement (call (identifier_keytuple) identifier_keytuple (argument_list (subscript (attribute (identifier_self) identifier_self (identifier_frame_keys) identifier_frame_keys )attribute (subscript (attribute (call (identifier_type) identifier_type (argument_list (identifier_frame) identifier_frame )argument_list )call (identifier___bases__) identifier___bases__ )attribute (integer_0) integer_0 )subscript )subscript )argument_list )call )return_statement )block )if_statement (for_statement (tuple_pattern (identifier_pattern) identifier_pattern (identifier_key) identifier_key )tuple_pattern (attribute (identifier_self) identifier_self (identifier_re_keys) identifier_re_keys )attribute (block (if_statement (call (attribute (identifier_re) identifier_re (identifier_match) identifier_match )attribute (argument_list (identifier_pattern) identifier_pattern (attribute (identifier_frame) identifier_frame (identifier_frameid) identifier_frameid )attribute )argument_list )call (block (return_statement (call (identifier_keytuple) identifier_keytuple (argument_list (identifier_key) identifier_key )argument_list )call )return_statement )block )if_statement )block )for_statement (return_statement (call (identifier_keytuple) identifier_keytuple (argument_list (attribute (identifier_self) identifier_self (identifier_unknown_key) identifier_unknown_key )attribute )argument_list )call )return_statement )block )function_definition )module
Return the sort key for the given frame.
(module (function_definition (function_name__validate_flushed) function_name__validate_flushed (parameters (identifier_self) identifier_self )parameters (type (None) None )type (block (expression_statement (assignment (identifier_journal_diff) identifier_journal_diff (call (attribute (attribute (identifier_self) identifier_self (identifier__journal_storage) identifier__journal_storage )attribute (identifier_diff) identifier_diff )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_journal_diff) identifier_journal_diff )argument_list )call (integer_0) integer_0 )comparison_operator (block (raise_statement (call (identifier_ValidationError) identifier_ValidationError (argument_list (binary_operator (string_"StorageDB had a dirty journal when it needed to be clean: %r") string_"StorageDB had a dirty journal when it needed to be clean: %r" (identifier_journal_diff) identifier_journal_diff )binary_operator )argument_list )call )raise_statement )block )if_statement )block )function_definition )module
Will raise an exception if there are some changes made since the last persist.
(module (function_definition (function_name_get_covariance_table) function_name_get_covariance_table (parameters (identifier_self) identifier_self (default_parameter (identifier_chain) identifier_chain (integer_0) integer_0 )default_parameter (default_parameter (identifier_parameters) identifier_parameters (None) None )default_parameter (default_parameter (identifier_caption) identifier_caption (string_"Parameter Covariance") string_"Parameter Covariance" )default_parameter (default_parameter (identifier_label) identifier_label (string_"tab:parameter_covariance") string_"tab:parameter_covariance" )default_parameter )parameters (block (expression_statement (assignment (pattern_list (identifier_parameters) identifier_parameters (identifier_cov) identifier_cov )pattern_list (call (attribute (identifier_self) identifier_self (identifier_get_covariance) identifier_get_covariance )attribute (argument_list (keyword_argument (identifier_chain) identifier_chain (identifier_chain) identifier_chain )keyword_argument (keyword_argument (identifier_parameters) identifier_parameters (identifier_parameters) identifier_parameters )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__get_2d_latex_table) identifier__get_2d_latex_table )attribute (argument_list (identifier_parameters) identifier_parameters (identifier_cov) identifier_cov (identifier_caption) identifier_caption (identifier_label) identifier_label )argument_list )call )return_statement )block )function_definition )module
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!
(module (function_definition (function_name_combine) function_name_combine (parameters (identifier_self) identifier_self (identifier_other) identifier_other (default_parameter (identifier_name) identifier_name (None) None )default_parameter )parameters (block (return_statement (call (identifier_PhaseGroup) identifier_PhaseGroup (argument_list (keyword_argument (identifier_setup) identifier_setup (binary_operator (attribute (identifier_self) identifier_self (identifier_setup) identifier_setup )attribute (attribute (identifier_other) identifier_other (identifier_setup) identifier_setup )attribute )binary_operator )keyword_argument (keyword_argument (identifier_main) identifier_main (binary_operator (attribute (identifier_self) identifier_self (identifier_main) identifier_main )attribute (attribute (identifier_other) identifier_other (identifier_main) identifier_main )attribute )binary_operator )keyword_argument (keyword_argument (identifier_teardown) identifier_teardown (binary_operator (attribute (identifier_self) identifier_self (identifier_teardown) identifier_teardown )attribute (attribute (identifier_other) identifier_other (identifier_teardown) identifier_teardown )attribute )binary_operator )keyword_argument (keyword_argument (identifier_name) identifier_name (identifier_name) identifier_name )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Combine with another PhaseGroup and return the result.
(module (function_definition (function_name_reboot) function_name_reboot (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_token) identifier_token (call (attribute (identifier_self) identifier_self (identifier_get_token) identifier_get_token )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_bbox_auth) identifier_bbox_auth )attribute (identifier_set_access) identifier_set_access )attribute (argument_list (attribute (identifier_BboxConstant) identifier_BboxConstant (identifier_AUTHENTICATION_LEVEL_PRIVATE) identifier_AUTHENTICATION_LEVEL_PRIVATE )attribute (attribute (identifier_BboxConstant) identifier_BboxConstant (identifier_AUTHENTICATION_LEVEL_PRIVATE) identifier_AUTHENTICATION_LEVEL_PRIVATE )attribute )argument_list )call )expression_statement (expression_statement (assignment (identifier_url_suffix) identifier_url_suffix (call (attribute (string_"reboot?btoken={}") string_"reboot?btoken={}" (identifier_format) identifier_format )attribute (argument_list (identifier_token) identifier_token )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_bbox_url) identifier_bbox_url )attribute (identifier_set_api_name) identifier_set_api_name )attribute (argument_list (attribute (identifier_BboxConstant) identifier_BboxConstant (identifier_API_DEVICE) identifier_API_DEVICE )attribute (identifier_url_suffix) identifier_url_suffix )argument_list )call )expression_statement (expression_statement (assignment (identifier_api) identifier_api (call (identifier_BboxApiCall) identifier_BboxApiCall (argument_list (attribute (identifier_self) identifier_self (identifier_bbox_url) identifier_bbox_url )attribute (attribute (identifier_BboxConstant) identifier_BboxConstant (identifier_HTTP_METHOD_POST) identifier_HTTP_METHOD_POST )attribute (None) None (attribute (identifier_self) identifier_self (identifier_bbox_auth) identifier_bbox_auth )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_api) identifier_api (identifier_execute_api_request) identifier_execute_api_request )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
Reboot the device Useful when trying to get xDSL sync
(module (function_definition (function_name_get_temp_export_dir) function_name_get_temp_export_dir (parameters (identifier_timestamped_export_dir) identifier_timestamped_export_dir )parameters (block (expression_statement (assignment (tuple_pattern (identifier_dirname) identifier_dirname (identifier_basename) identifier_basename )tuple_pattern (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_split) identifier_split )attribute (argument_list (identifier_timestamped_export_dir) identifier_timestamped_export_dir )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_temp_export_dir) identifier_temp_export_dir (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (call (attribute (attribute (identifier_tf) identifier_tf (identifier_compat) identifier_compat )attribute (identifier_as_bytes) identifier_as_bytes )attribute (argument_list (identifier_dirname) identifier_dirname )argument_list )call (call (attribute (attribute (identifier_tf) identifier_tf (identifier_compat) identifier_compat )attribute (identifier_as_bytes) identifier_as_bytes )attribute (argument_list (call (attribute (string_"temp-{}") string_"temp-{}" (identifier_format) identifier_format )attribute (argument_list (identifier_basename) identifier_basename )argument_list )call )argument_list )call )argument_list )call )assignment )expression_statement (return_statement (identifier_temp_export_dir) identifier_temp_export_dir )return_statement )block )function_definition )module
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>.
(module (function_definition (function_name_setup) function_name_setup (parameters (identifier_app) identifier_app )parameters (block (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_enable') string_'sphinxmark_enable' (False) False (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_div') string_'sphinxmark_div' (string_'default') string_'default' (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_border') string_'sphinxmark_border' (None) None (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_repeat') string_'sphinxmark_repeat' (True) True (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_fixed') string_'sphinxmark_fixed' (False) False (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_image') string_'sphinxmark_image' (string_'default') string_'default' (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text') string_'sphinxmark_text' (string_'default') string_'default' (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text_color') string_'sphinxmark_text_color' (tuple (integer_255) integer_255 (integer_0) integer_0 (integer_0) integer_0 )tuple (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text_size') string_'sphinxmark_text_size' (integer_100) integer_100 (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text_width') string_'sphinxmark_text_width' (integer_1000) integer_1000 (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text_opacity') string_'sphinxmark_text_opacity' (integer_20) integer_20 (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text_spacing') string_'sphinxmark_text_spacing' (integer_400) integer_400 (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_add_config_value) identifier_add_config_value )attribute (argument_list (string_'sphinxmark_text_rotation') string_'sphinxmark_text_rotation' (integer_0) integer_0 (string_'html') string_'html' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_app) identifier_app (identifier_connect) identifier_connect )attribute (argument_list (string_'env-updated') string_'env-updated' (identifier_watermark) identifier_watermark )argument_list )call )expression_statement (return_statement (dictionary (pair (string_'version') string_'version' (string_'0.1.18') string_'0.1.18' )pair (pair (string_'parallel_read_safe') string_'parallel_read_safe' (True) True )pair (pair (string_'parallel_write_safe') string_'parallel_write_safe' (True) True )pair )dictionary )return_statement )block )function_definition )module
Configure setup for Sphinx extension. :param app: Sphinx application context.
(module (function_definition (function_name__table_union) function_name__table_union (parameters (identifier_left) identifier_left (identifier_right) identifier_right (default_parameter (identifier_distinct) identifier_distinct (False) False )default_parameter )parameters (block (expression_statement (assignment (identifier_op) identifier_op (call (attribute (identifier_ops) identifier_ops (identifier_Union) identifier_Union )attribute (argument_list (identifier_left) identifier_left (identifier_right) identifier_right (keyword_argument (identifier_distinct) identifier_distinct (identifier_distinct) identifier_distinct )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_op) identifier_op (identifier_to_expr) identifier_to_expr )attribute (argument_list )argument_list )call )return_statement )block )function_definition )module
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
(module (function_definition (function_name_publish_message) function_name_publish_message (parameters (identifier_self) identifier_self (identifier_message) identifier_message (default_parameter (identifier_expire) identifier_expire (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_expire) identifier_expire (None) None )comparison_operator (block (expression_statement (assignment (identifier_expire) identifier_expire (attribute (identifier_self) identifier_self (identifier__expire) identifier__expire )attribute )assignment )expression_statement )block )if_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_message) identifier_message (identifier_RedisMessage) identifier_RedisMessage )argument_list )call )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_'message object is not of type RedisMessage') string_'message object is not of type RedisMessage' )argument_list )call )raise_statement )block )if_statement (for_statement (identifier_channel) identifier_channel (attribute (identifier_self) identifier_self (identifier__publishers) identifier__publishers )attribute (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__connection) identifier__connection )attribute (identifier_publish) identifier_publish )attribute (argument_list (identifier_channel) identifier_channel (identifier_message) identifier_message )argument_list )call )expression_statement (if_statement (comparison_operator (identifier_expire) identifier_expire (integer_0) integer_0 )comparison_operator (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__connection) identifier__connection )attribute (identifier_setex) identifier_setex )attribute (argument_list (identifier_channel) identifier_channel (identifier_expire) identifier_expire (identifier_message) identifier_message )argument_list )call )expression_statement )block )if_statement )block )for_statement )block )function_definition )module
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``.
(module (function_definition (function_name_fetch) function_name_fetch (parameters (identifier_opts) identifier_opts )parameters (block (expression_statement (assignment (identifier_resources) identifier_resources (call (identifier__load) identifier__load (argument_list (attribute (identifier_opts) identifier_opts (identifier_resources) identifier_resources )attribute (attribute (identifier_opts) identifier_opts (identifier_output_dir) identifier_output_dir )attribute )argument_list )call )assignment )expression_statement (if_statement (attribute (identifier_opts) identifier_opts (identifier_all) identifier_all )attribute (block (expression_statement (assignment (attribute (identifier_opts) identifier_opts (identifier_resource_names) identifier_resource_names )attribute (identifier_ALL) identifier_ALL )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_reporthook) identifier_reporthook (conditional_expression (None) None (attribute (identifier_opts) identifier_opts (identifier_quiet) identifier_quiet )attribute (lambda (lambda_parameters (identifier_name) identifier_name )lambda_parameters (call (identifier_print) identifier_print (argument_list (call (attribute (string_'Fetching {}...') string_'Fetching {}...' (identifier_format) identifier_format )attribute (argument_list (identifier_name) identifier_name )argument_list )call )argument_list )call )lambda )conditional_expression )assignment )expression_statement (if_statement (attribute (identifier_opts) identifier_opts (identifier_verbose) identifier_verbose )attribute (block (expression_statement (assignment (attribute (identifier_backend) identifier_backend (identifier_VERBOSE) identifier_VERBOSE )attribute (True) True )assignment )expression_statement )block )if_statement (expression_statement (call (identifier__fetch) identifier__fetch (argument_list (identifier_resources) identifier_resources (attribute (identifier_opts) identifier_opts (identifier_resource_names) identifier_resource_names )attribute (attribute (identifier_opts) identifier_opts (identifier_mirror_url) identifier_mirror_url )attribute (attribute (identifier_opts) identifier_opts (identifier_force) identifier_force )attribute (identifier_reporthook) identifier_reporthook )argument_list )call )expression_statement (return_statement (call (identifier_verify) identifier_verify (argument_list (identifier_opts) identifier_opts )argument_list )call )return_statement )block )function_definition )module
Create a local mirror of one or more resources.
(module (function_definition (function_name_can_claim_fifty_moves) function_name_can_claim_fifty_moves (parameters (identifier_self) identifier_self )parameters (type (identifier_bool) identifier_bool )type (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_halfmove_clock) identifier_halfmove_clock )attribute (integer_100) integer_100 )comparison_operator (block (if_statement (call (identifier_any) identifier_any (argument_list (call (attribute (identifier_self) identifier_self (identifier_generate_legal_moves) identifier_generate_legal_moves )attribute (argument_list )argument_list )call )argument_list )call (block (return_statement (True) True )return_statement )block )if_statement )block )if_statement (return_statement (False) False )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_String) function_name_String (parameters (default_parameter (identifier_length) identifier_length (None) None )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (return_statement (call (identifier_Property) identifier_Property (argument_list (keyword_argument (identifier_length) identifier_length (identifier_length) identifier_length )keyword_argument (keyword_argument (identifier_types) identifier_types (identifier_stringy_types) identifier_stringy_types )keyword_argument (keyword_argument (identifier_convert) identifier_convert (identifier_to_string) identifier_to_string )keyword_argument (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
A string valued property with max. `length`.
(module (function_definition (function_name_key) function_name_key (parameters (identifier_state) identifier_state (identifier_host) identifier_host (default_parameter (identifier_key) identifier_key (None) None )default_parameter (default_parameter (identifier_keyserver) identifier_keyserver (None) None )default_parameter (default_parameter (identifier_keyid) identifier_keyid (None) None )default_parameter )parameters (block (if_statement (identifier_key) identifier_key (block (if_statement (attribute (call (identifier_urlparse) identifier_urlparse (argument_list (identifier_key) identifier_key )argument_list )call (identifier_scheme) identifier_scheme )attribute (block (expression_statement (yield (call (attribute (string_'wget -O- {0} | apt-key add -') string_'wget -O- {0} | apt-key add -' (identifier_format) identifier_format )attribute (argument_list (identifier_key) identifier_key )argument_list )call )yield )expression_statement )block (else_clause (block (expression_statement (yield (call (attribute (string_'apt-key add {0}') string_'apt-key add {0}' (identifier_format) identifier_format )attribute (argument_list (identifier_key) identifier_key )argument_list )call )yield )expression_statement )block )else_clause )if_statement )block )if_statement (if_statement (boolean_operator (identifier_keyserver) identifier_keyserver (identifier_keyid) identifier_keyid )boolean_operator (block (expression_statement (yield (call (attribute (string_'apt-key adv --keyserver {0} --recv-keys {1}') string_'apt-key adv --keyserver {0} --recv-keys {1}' (identifier_format) identifier_format )attribute (argument_list (identifier_keyserver) identifier_keyserver (identifier_keyid) identifier_keyid )argument_list )call )yield )expression_statement )block )if_statement )block )function_definition )module
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.
(module (function_definition (function_name__call_variants) function_name__call_variants (parameters (identifier_example_dir) identifier_example_dir (identifier_region_bed) identifier_region_bed (identifier_data) identifier_data (identifier_out_file) identifier_out_file )parameters (block (expression_statement (assignment (identifier_tf_out_file) identifier_tf_out_file (binary_operator (string_"%s-tfrecord.gz") string_"%s-tfrecord.gz" (subscript (call (attribute (identifier_utils) identifier_utils (identifier_splitext_plus) identifier_splitext_plus )attribute (argument_list (identifier_out_file) identifier_out_file )argument_list )call (integer_0) integer_0 )subscript )binary_operator )assignment )expression_statement (if_statement (not_operator (call (attribute (identifier_utils) identifier_utils (identifier_file_exists) identifier_file_exists )attribute (argument_list (identifier_tf_out_file) identifier_tf_out_file )argument_list )call )not_operator (block (with_statement (with_clause (with_item (as_pattern (call (identifier_file_transaction) identifier_file_transaction (argument_list (identifier_data) identifier_data (identifier_tf_out_file) identifier_tf_out_file )argument_list )call (as_pattern_target (identifier_tx_out_file) identifier_tx_out_file )as_pattern_target )as_pattern )with_item )with_clause (block (expression_statement (assignment (identifier_model) identifier_model (conditional_expression (string_"wes") string_"wes" (comparison_operator (call (attribute (identifier_strelka2) identifier_strelka2 (identifier_coverage_interval_from_bed) identifier_coverage_interval_from_bed )attribute (argument_list (identifier_region_bed) identifier_region_bed )argument_list )call (string_"targeted") string_"targeted" )comparison_operator (string_"wgs") string_"wgs" )conditional_expression )assignment )expression_statement (expression_statement (assignment (identifier_cmd) identifier_cmd (list (string_"dv_call_variants.py") string_"dv_call_variants.py" (string_"--cores") string_"--cores" (call (attribute (identifier_dd) identifier_dd (identifier_get_num_cores) identifier_get_num_cores )attribute (argument_list (identifier_data) identifier_data )argument_list )call (string_"--outfile") string_"--outfile" (identifier_tx_out_file) identifier_tx_out_file (string_"--examples") string_"--examples" (identifier_example_dir) identifier_example_dir (string_"--sample") string_"--sample" (call (attribute (identifier_dd) identifier_dd (identifier_get_sample_name) identifier_get_sample_name )attribute (argument_list (identifier_data) identifier_data )argument_list )call (string_"--model") string_"--model" (identifier_model) identifier_model )list )assignment )expression_statement (expression_statement (call (attribute (identifier_do) identifier_do (identifier_run) identifier_run )attribute (argument_list (identifier_cmd) identifier_cmd (binary_operator (string_"DeepVariant call_variants %s") string_"DeepVariant call_variants %s" (call (attribute (identifier_dd) identifier_dd (identifier_get_sample_name) identifier_get_sample_name )attribute (argument_list (identifier_data) identifier_data )argument_list )call )binary_operator )argument_list )call )expression_statement )block )with_statement )block )if_statement (return_statement (identifier_tf_out_file) identifier_tf_out_file )return_statement )block )function_definition )module
Call variants from prepared pileup examples, creating tensorflow record file.
(module (function_definition (function_name_peak_generation) function_name_peak_generation (parameters (identifier_self) identifier_self (identifier_mode) identifier_mode )parameters (block (if_statement (comparison_operator (identifier_mode) identifier_mode (string_'MV') string_'MV' )comparison_operator (block (return_statement (call (identifier_sum) identifier_sum (argument_list (list_comprehension (attribute (identifier__) identifier__ (identifier_capacity) identifier_capacity )attribute (for_in_clause (identifier__) identifier__ (call (attribute (attribute (identifier_self) identifier_self (identifier_grid) identifier_grid )attribute (identifier_generators) identifier_generators )attribute (argument_list )argument_list )call )for_in_clause )list_comprehension )argument_list )call )return_statement )block (elif_clause (comparison_operator (identifier_mode) identifier_mode (string_'MVLV') string_'MVLV' )comparison_operator (block (expression_statement (assignment (identifier_cum_mv_peak_generation) identifier_cum_mv_peak_generation (call (identifier_sum) identifier_sum (argument_list (list_comprehension (attribute (identifier__) identifier__ (identifier_capacity) identifier_capacity )attribute (for_in_clause (identifier__) identifier__ (call (attribute (attribute (identifier_self) identifier_self (identifier_grid) identifier_grid )attribute (identifier_generators) identifier_generators )attribute (argument_list )argument_list )call )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_cum_lv_peak_generation) identifier_cum_lv_peak_generation (integer_0) integer_0 )assignment )expression_statement (for_statement (identifier_load_area) identifier_load_area (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier_grid) identifier_grid )attribute (identifier_grid_district) identifier_grid_district )attribute (identifier_lv_load_areas) identifier_lv_load_areas )attribute (argument_list )argument_list )call (block (expression_statement (augmented_assignment (identifier_cum_lv_peak_generation) identifier_cum_lv_peak_generation (attribute (identifier_load_area) identifier_load_area (identifier_peak_generation) identifier_peak_generation )attribute )augmented_assignment )expression_statement )block )for_statement (return_statement (binary_operator (identifier_cum_mv_peak_generation) identifier_cum_mv_peak_generation (identifier_cum_lv_peak_generation) identifier_cum_lv_peak_generation )binary_operator )return_statement )block )elif_clause (else_clause (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_'parameter \'mode\' is invalid!') string_'parameter \'mode\' is invalid!' )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
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
(module (function_definition (function_name__untrack_tendril) function_name__untrack_tendril (parameters (identifier_self) identifier_self (identifier_tendril) identifier_tendril )parameters (block (try_statement (block (delete_statement (subscript (attribute (identifier_self) identifier_self (identifier_tendrils) identifier_tendrils )attribute (attribute (identifier_tendril) identifier_tendril (identifier__tendril_key) identifier__tendril_key )attribute )subscript )delete_statement )block (except_clause (identifier_KeyError) identifier_KeyError (block (pass_statement )pass_statement )block )except_clause )try_statement (try_statement (block (delete_statement (subscript (subscript (attribute (identifier_self) identifier_self (identifier__tendrils) identifier__tendrils )attribute (attribute (identifier_tendril) identifier_tendril (identifier_proto) identifier_proto )attribute )subscript (attribute (identifier_tendril) identifier_tendril (identifier__tendril_key) identifier__tendril_key )attribute )subscript )delete_statement )block (except_clause (identifier_KeyError) identifier_KeyError (block (pass_statement )pass_statement )block )except_clause )try_statement )block )function_definition )module
Removes the tendril from the set of tracked tendrils.
(module (function_definition (function_name__get_predicton_csv_lines) function_name__get_predicton_csv_lines (parameters (identifier_data) identifier_data (identifier_headers) identifier_headers (identifier_images) identifier_images )parameters (block (if_statement (identifier_images) identifier_images (block (expression_statement (assignment (identifier_data) identifier_data (call (attribute (identifier_copy) identifier_copy (identifier_deepcopy) identifier_deepcopy )attribute (argument_list (identifier_data) identifier_data )argument_list )call )assignment )expression_statement (for_statement (identifier_img_col) identifier_img_col (identifier_images) identifier_images (block (for_statement (pattern_list (identifier_d) identifier_d (identifier_im) identifier_im )pattern_list (call (identifier_zip) identifier_zip (argument_list (identifier_data) identifier_data (subscript (identifier_images) identifier_images (identifier_img_col) identifier_img_col )subscript )argument_list )call (block (if_statement (comparison_operator (identifier_im) identifier_im (string_'') string_'' )comparison_operator (block (continue_statement )continue_statement )block )if_statement (expression_statement (assignment (identifier_im) identifier_im (call (attribute (identifier_im) identifier_im (identifier_copy) identifier_copy )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_im) identifier_im (identifier_thumbnail) identifier_thumbnail )attribute (argument_list (tuple (integer_299) integer_299 (integer_299) integer_299 )tuple (attribute (identifier_Image) identifier_Image (identifier_ANTIALIAS) identifier_ANTIALIAS )attribute )argument_list )call )expression_statement (expression_statement (assignment (identifier_buf) identifier_buf (call (identifier_BytesIO) identifier_BytesIO (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_im) identifier_im (identifier_save) identifier_save )attribute (argument_list (identifier_buf) identifier_buf (string_"JPEG") string_"JPEG" )argument_list )call )expression_statement (expression_statement (assignment (identifier_content) identifier_content (call (attribute (call (attribute (identifier_base64) identifier_base64 (identifier_urlsafe_b64encode) identifier_urlsafe_b64encode )attribute (argument_list (call (attribute (identifier_buf) identifier_buf (identifier_getvalue) identifier_getvalue )attribute (argument_list )argument_list )call )argument_list )call (identifier_decode) identifier_decode )attribute (argument_list (string_'ascii') string_'ascii' )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_d) identifier_d (identifier_img_col) identifier_img_col )subscript (identifier_content) identifier_content )assignment )expression_statement )block )for_statement )block )for_statement )block )if_statement (expression_statement (assignment (identifier_csv_lines) identifier_csv_lines (list )list )assignment )expression_statement (for_statement (identifier_d) identifier_d (identifier_data) identifier_data (block (expression_statement (assignment (identifier_buf) identifier_buf (call (attribute (identifier_six) identifier_six (identifier_StringIO) identifier_StringIO )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_writer) identifier_writer (call (attribute (identifier_csv) identifier_csv (identifier_DictWriter) identifier_DictWriter )attribute (argument_list (identifier_buf) identifier_buf (keyword_argument (identifier_fieldnames) identifier_fieldnames (identifier_headers) identifier_headers )keyword_argument (keyword_argument (identifier_lineterminator) identifier_lineterminator (string_'') string_'' )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_writer) identifier_writer (identifier_writerow) identifier_writerow )attribute (argument_list (identifier_d) identifier_d )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_csv_lines) identifier_csv_lines (identifier_append) identifier_append )attribute (argument_list (call (attribute (identifier_buf) identifier_buf (identifier_getvalue) identifier_getvalue )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_csv_lines) identifier_csv_lines )return_statement )block )function_definition )module
Create CSV lines from list-of-dict data.
(module (function_definition (function_name_decide) function_name_decide (parameters (identifier_self) identifier_self (identifier_package) identifier_package )parameters (block (if_statement (attribute (identifier_self) identifier_self (identifier__backtracking) identifier__backtracking )attribute (block (expression_statement (augmented_assignment (attribute (identifier_self) identifier_self (identifier__attempted_solutions) identifier__attempted_solutions )attribute (integer_1) integer_1 )augmented_assignment )expression_statement )block )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__backtracking) identifier__backtracking )attribute (False) False )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__decisions) identifier__decisions )attribute (attribute (identifier_package) identifier_package (identifier_name) identifier_name )attribute )subscript (identifier_package) identifier_package )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__assign) identifier__assign )attribute (argument_list (call (attribute (identifier_Assignment) identifier_Assignment (identifier_decision) identifier_decision )attribute (argument_list (identifier_package) identifier_package (attribute (identifier_self) identifier_self (identifier_decision_level) identifier_decision_level )attribute (call (identifier_len) identifier_len (argument_list (attribute (identifier_self) identifier_self (identifier__assignments) identifier__assignments )attribute )argument_list )call )argument_list )call )argument_list )call )expression_statement )block )function_definition )module
Adds an assignment of package as a decision and increments the decision level.
(module (function_definition (function_name__set_schedules) function_name__set_schedules (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_schedules) identifier_schedules )attribute (list (string_'ReturnHeader990x') string_'ReturnHeader990x' )list )assignment )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_otherforms) identifier_otherforms )attribute (list )list )assignment )expression_statement (for_statement (identifier_sked) identifier_sked (call (attribute (subscript (subscript (attribute (identifier_self) identifier_self (identifier_raw_irs_dict) identifier_raw_irs_dict )attribute (string_'Return') string_'Return' )subscript (string_'ReturnData') string_'ReturnData' )subscript (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call (block (if_statement (not_operator (call (attribute (identifier_sked) identifier_sked (identifier_startswith) identifier_startswith )attribute (argument_list (string_"@") string_"@" )argument_list )call )not_operator (block (if_statement (comparison_operator (identifier_sked) identifier_sked (identifier_KNOWN_SCHEDULES) identifier_KNOWN_SCHEDULES )comparison_operator (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_schedules) identifier_schedules )attribute (identifier_append) identifier_append )attribute (argument_list (identifier_sked) identifier_sked )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_otherforms) identifier_otherforms )attribute (identifier_append) identifier_append )attribute (argument_list (identifier_sked) identifier_sked )argument_list )call )expression_statement )block )else_clause )if_statement )block )if_statement )block )for_statement )block )function_definition )module
Attach the known and unknown schedules
(module (function_definition (function_name_chi_squareds) function_name_chi_squareds (parameters (identifier_self) identifier_self (default_parameter (identifier_p) identifier_p (None) None )default_parameter )parameters (block (if_statement (boolean_operator (comparison_operator (call (identifier_len) identifier_len (argument_list (attribute (identifier_self) identifier_self (identifier__set_xdata) identifier__set_xdata )attribute )argument_list )call (integer_0) integer_0 )comparison_operator (comparison_operator (call (identifier_len) identifier_len (argument_list (attribute (identifier_self) identifier_self (identifier__set_ydata) identifier__set_ydata )attribute )argument_list )call (integer_0) integer_0 )comparison_operator )boolean_operator (block (return_statement (None) None )return_statement )block )if_statement (if_statement (comparison_operator (identifier_p) identifier_p (None) None )comparison_operator (block (expression_statement (assignment (identifier_p) identifier_p (subscript (attribute (identifier_self) identifier_self (identifier_results) identifier_results )attribute (integer_0) integer_0 )subscript )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_rs) identifier_rs (call (attribute (identifier_self) identifier_self (identifier_studentized_residuals) identifier_studentized_residuals )attribute (argument_list (identifier_p) identifier_p )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_rs) identifier_rs (None) None )comparison_operator (block (return_statement (None) None )return_statement )block )if_statement (expression_statement (assignment (identifier_cs) identifier_cs (list )list )assignment )expression_statement (for_statement (identifier_r) identifier_r (identifier_rs) identifier_rs (block (expression_statement (call (attribute (identifier_cs) identifier_cs (identifier_append) identifier_append )attribute (argument_list (call (identifier_sum) identifier_sum (argument_list (binary_operator (identifier_r) identifier_r (integer_2) integer_2 )binary_operator )argument_list )call )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_cs) identifier_cs )return_statement )block )function_definition )module
Returns a list of chi squared for each data set. Also uses ydata_massaged. p=None means use the fit results
(module (function_definition (function_name_AddXrefFrom) function_name_AddXrefFrom (parameters (identifier_self) identifier_self (identifier_ref_kind) identifier_ref_kind (identifier_classobj) identifier_classobj (identifier_methodobj) identifier_methodobj (identifier_offset) identifier_offset )parameters (block (expression_statement (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_xreffrom) identifier_xreffrom )attribute (identifier_classobj) identifier_classobj )subscript (identifier_add) identifier_add )attribute (argument_list (tuple (identifier_ref_kind) identifier_ref_kind (identifier_methodobj) identifier_methodobj (identifier_offset) identifier_offset )tuple )argument_list )call )expression_statement )block )function_definition )module
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:
(module (function_definition (function_name_streaming_command) function_name_streaming_command (parameters (identifier_self) identifier_self (identifier_command) identifier_command (default_parameter (identifier_raw) identifier_raw (False) False )default_parameter (default_parameter (identifier_timeout_ms) identifier_timeout_ms (None) None )default_parameter )parameters (block (if_statement (identifier_raw) identifier_raw (block (expression_statement (assignment (identifier_command) identifier_command (call (attribute (identifier_self) identifier_self (identifier__to_raw_command) identifier__to_raw_command )attribute (argument_list (identifier_command) identifier_command )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_adb_connection) identifier_adb_connection )attribute (identifier_streaming_command) identifier_streaming_command )attribute (argument_list (string_'shell') string_'shell' (identifier_command) identifier_command (identifier_timeout_ms) identifier_timeout_ms )argument_list )call )return_statement )block )function_definition )module
Run the given command and yield the output as we receive it.
(module (function_definition (function_name_g_step) function_name_g_step (parameters (identifier_self) identifier_self (identifier_gen_frames) identifier_gen_frames (identifier_fake_logits_stop) identifier_fake_logits_stop )parameters (block (expression_statement (assignment (identifier_hparam_to_gen_loss) identifier_hparam_to_gen_loss (dictionary (pair (string_"least_squares") string_"least_squares" (attribute (identifier_gan_losses) identifier_gan_losses (identifier_least_squares_generator_loss) identifier_least_squares_generator_loss )attribute )pair (pair (string_"cross_entropy") string_"cross_entropy" (attribute (identifier_gan_losses) identifier_gan_losses (identifier_modified_generator_loss) identifier_modified_generator_loss )attribute )pair (pair (string_"wasserstein") string_"wasserstein" (attribute (identifier_gan_losses) identifier_gan_losses (identifier_wasserstein_generator_loss) identifier_wasserstein_generator_loss )attribute )pair )dictionary )assignment )expression_statement (expression_statement (assignment (identifier_fake_logits) identifier_fake_logits (call (attribute (identifier_self) identifier_self (identifier_discriminator) identifier_discriminator )attribute (argument_list (identifier_gen_frames) identifier_gen_frames )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_mean_fake_logits) identifier_mean_fake_logits (call (attribute (identifier_tf) identifier_tf (identifier_reduce_mean) identifier_reduce_mean )attribute (argument_list (identifier_fake_logits) identifier_fake_logits )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_tf) identifier_tf (identifier_summary) identifier_summary )attribute (identifier_scalar) identifier_scalar )attribute (argument_list (string_"mean_fake_logits") string_"mean_fake_logits" (identifier_mean_fake_logits) identifier_mean_fake_logits )argument_list )call )expression_statement (expression_statement (assignment (identifier_generator_loss_func) identifier_generator_loss_func (subscript (identifier_hparam_to_gen_loss) identifier_hparam_to_gen_loss (attribute (attribute (identifier_self) identifier_self (identifier_hparams) identifier_hparams )attribute (identifier_gan_loss) identifier_gan_loss )attribute )subscript )assignment )expression_statement (expression_statement (assignment (identifier_gan_g_loss_pos_d) identifier_gan_g_loss_pos_d (call (identifier_generator_loss_func) identifier_generator_loss_func (argument_list (keyword_argument (identifier_discriminator_gen_outputs) identifier_discriminator_gen_outputs (identifier_fake_logits) identifier_fake_logits )keyword_argument (keyword_argument (identifier_add_summaries) identifier_add_summaries (True) True )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_gan_g_loss_neg_d) identifier_gan_g_loss_neg_d (unary_operator (call (identifier_generator_loss_func) identifier_generator_loss_func (argument_list (keyword_argument (identifier_discriminator_gen_outputs) identifier_discriminator_gen_outputs (identifier_fake_logits_stop) identifier_fake_logits_stop )keyword_argument (keyword_argument (identifier_add_summaries) identifier_add_summaries (True) True )keyword_argument )argument_list )call )unary_operator )assignment )expression_statement (return_statement (expression_list (identifier_gan_g_loss_pos_d) identifier_gan_g_loss_pos_d (identifier_gan_g_loss_neg_d) identifier_gan_g_loss_neg_d )expression_list )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_instagram_config) function_name_instagram_config (parameters (identifier_self) identifier_self (identifier_id) identifier_id (identifier_secret) identifier_secret (default_parameter (identifier_scope) identifier_scope (None) None )default_parameter (dictionary_splat_pattern (identifier__) identifier__ )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_scope) identifier_scope (conditional_expression (identifier_scope) identifier_scope (identifier_scope) identifier_scope (string_'basic') string_'basic' )conditional_expression )assignment )expression_statement (expression_statement (assignment (identifier_token_params) identifier_token_params (call (identifier_dict) identifier_dict (argument_list (keyword_argument (identifier_scope) identifier_scope (identifier_scope) identifier_scope )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_config) identifier_config (call (identifier_dict) identifier_dict (argument_list (keyword_argument (identifier_access_token_url) identifier_access_token_url (string_'/oauth/access_token/') string_'/oauth/access_token/' )keyword_argument (keyword_argument (identifier_authorize_url) identifier_authorize_url (string_'/oauth/authorize/') string_'/oauth/authorize/' )keyword_argument (keyword_argument (identifier_base_url) identifier_base_url (string_'https://api.instagram.com/') string_'https://api.instagram.com/' )keyword_argument (keyword_argument (identifier_consumer_key) identifier_consumer_key (identifier_id) identifier_id )keyword_argument (keyword_argument (identifier_consumer_secret) identifier_consumer_secret (identifier_secret) identifier_secret )keyword_argument (keyword_argument (identifier_request_token_params) identifier_request_token_params (identifier_token_params) identifier_token_params )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (identifier_config) identifier_config )return_statement )block )function_definition )module
Get config dictionary for instagram oauth
(module (function_definition (function_name_run_algorithm) function_name_run_algorithm (parameters (identifier_start) identifier_start (identifier_end) identifier_end (identifier_initialize) identifier_initialize (identifier_capital_base) identifier_capital_base (default_parameter (identifier_handle_data) identifier_handle_data (None) None )default_parameter (default_parameter (identifier_before_trading_start) identifier_before_trading_start (None) None )default_parameter (default_parameter (identifier_analyze) identifier_analyze (None) None )default_parameter (default_parameter (identifier_data_frequency) identifier_data_frequency (string_'daily') string_'daily' )default_parameter (default_parameter (identifier_bundle) identifier_bundle (string_'quantopian-quandl') string_'quantopian-quandl' )default_parameter (default_parameter (identifier_bundle_timestamp) identifier_bundle_timestamp (None) None )default_parameter (default_parameter (identifier_trading_calendar) identifier_trading_calendar (None) None )default_parameter (default_parameter (identifier_metrics_set) identifier_metrics_set (string_'default') string_'default' )default_parameter (default_parameter (identifier_benchmark_returns) identifier_benchmark_returns (None) None )default_parameter (default_parameter (identifier_default_extension) identifier_default_extension (True) True )default_parameter (default_parameter (identifier_extensions) identifier_extensions (tuple )tuple )default_parameter (default_parameter (identifier_strict_extensions) identifier_strict_extensions (True) True )default_parameter (default_parameter (identifier_environ) identifier_environ (attribute (identifier_os) identifier_os (identifier_environ) identifier_environ )attribute )default_parameter (default_parameter (identifier_blotter) identifier_blotter (string_'default') string_'default' )default_parameter )parameters (block (expression_statement (call (identifier_load_extensions) identifier_load_extensions (argument_list (identifier_default_extension) identifier_default_extension (identifier_extensions) identifier_extensions (identifier_strict_extensions) identifier_strict_extensions (identifier_environ) identifier_environ )argument_list )call )expression_statement (return_statement (call (identifier__run) identifier__run (argument_list (keyword_argument (identifier_handle_data) identifier_handle_data (identifier_handle_data) identifier_handle_data )keyword_argument (keyword_argument (identifier_initialize) identifier_initialize (identifier_initialize) identifier_initialize )keyword_argument (keyword_argument (identifier_before_trading_start) identifier_before_trading_start (identifier_before_trading_start) identifier_before_trading_start )keyword_argument (keyword_argument (identifier_analyze) identifier_analyze (identifier_analyze) identifier_analyze )keyword_argument (keyword_argument (identifier_algofile) identifier_algofile (None) None )keyword_argument (keyword_argument (identifier_algotext) identifier_algotext (None) None )keyword_argument (keyword_argument (identifier_defines) identifier_defines (tuple )tuple )keyword_argument (keyword_argument (identifier_data_frequency) identifier_data_frequency (identifier_data_frequency) identifier_data_frequency )keyword_argument (keyword_argument (identifier_capital_base) identifier_capital_base (identifier_capital_base) identifier_capital_base )keyword_argument (keyword_argument (identifier_bundle) identifier_bundle (identifier_bundle) identifier_bundle )keyword_argument (keyword_argument (identifier_bundle_timestamp) identifier_bundle_timestamp (identifier_bundle_timestamp) identifier_bundle_timestamp )keyword_argument (keyword_argument (identifier_start) identifier_start (identifier_start) identifier_start )keyword_argument (keyword_argument (identifier_end) identifier_end (identifier_end) identifier_end )keyword_argument (keyword_argument (identifier_output) identifier_output (attribute (identifier_os) identifier_os (identifier_devnull) identifier_devnull )attribute )keyword_argument (keyword_argument (identifier_trading_calendar) identifier_trading_calendar (identifier_trading_calendar) identifier_trading_calendar )keyword_argument (keyword_argument (identifier_print_algo) identifier_print_algo (False) False )keyword_argument (keyword_argument (identifier_metrics_set) identifier_metrics_set (identifier_metrics_set) identifier_metrics_set )keyword_argument (keyword_argument (identifier_local_namespace) identifier_local_namespace (False) False )keyword_argument (keyword_argument (identifier_environ) identifier_environ (identifier_environ) identifier_environ )keyword_argument (keyword_argument (identifier_blotter) identifier_blotter (identifier_blotter) identifier_blotter )keyword_argument (keyword_argument (identifier_benchmark_returns) identifier_benchmark_returns (identifier_benchmark_returns) identifier_benchmark_returns )keyword_argument )argument_list )call )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_change_type) function_name_change_type (parameters (identifier_self) identifier_self (identifier_cls) identifier_cls )parameters (block (expression_statement (assignment (identifier_target_type) identifier_target_type (attribute (identifier_cls) identifier_cls (identifier__type) identifier__type )attribute )assignment )expression_statement (expression_statement (assignment (identifier_target) identifier_target (call (attribute (attribute (identifier_self) identifier_self (identifier__embedded) identifier__embedded )attribute (identifier_createInstance) identifier_createInstance )attribute (argument_list (identifier_target_type) identifier_target_type )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__embedded) identifier__embedded )attribute (identifier_setDiagram) identifier_setDiagram )attribute (argument_list (identifier_target) identifier_target )argument_list )call )expression_statement (return_statement (call (identifier_cls) identifier_cls (argument_list (identifier_target) identifier_target )argument_list )call )return_statement )block )function_definition )module
Change type of diagram in this chart. Accepts one of classes which extend Diagram.
(module (function_definition (function_name_join_channel) function_name_join_channel (parameters (identifier_self) identifier_self (identifier_channel) identifier_channel (default_parameter (identifier_key) identifier_key (None) None )default_parameter (default_parameter (identifier_tags) identifier_tags (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_params) identifier_params (list (identifier_channel) identifier_channel )list )assignment )expression_statement (if_statement (identifier_key) identifier_key (block (expression_statement (call (attribute (identifier_params) identifier_params (identifier_append) identifier_append )attribute (argument_list (identifier_key) identifier_key )argument_list )call )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_send) identifier_send )attribute (argument_list (string_'JOIN') string_'JOIN' (keyword_argument (identifier_params) identifier_params (identifier_params) identifier_params )keyword_argument (keyword_argument (identifier_tags) identifier_tags (identifier_tags) identifier_tags )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Join the given channel.
(module (function_definition (function_name_send) function_name_send (parameters (identifier_self) identifier_self (identifier_load) identifier_load (default_parameter (identifier_tries) identifier_tries (None) None )default_parameter (default_parameter (identifier_timeout) identifier_timeout (None) None )default_parameter (default_parameter (identifier_raw) identifier_raw (False) False )default_parameter )parameters (block (if_statement (comparison_operator (string_'cmd') string_'cmd' (identifier_load) identifier_load )comparison_operator (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_error) identifier_error )attribute (argument_list (string_'Malformed request, no cmd: %s') string_'Malformed request, no cmd: %s' (identifier_load) identifier_load )argument_list )call )expression_statement (return_statement (dictionary )dictionary )return_statement )block )if_statement (expression_statement (assignment (identifier_cmd) identifier_cmd (call (attribute (subscript (identifier_load) identifier_load (string_'cmd') string_'cmd' )subscript (identifier_lstrip) identifier_lstrip )attribute (argument_list (string_'_') string_'_' )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_cmd) identifier_cmd (attribute (identifier_self) identifier_self (identifier_cmd_stub) identifier_cmd_stub )attribute )comparison_operator (block (return_statement (subscript (attribute (identifier_self) identifier_self (identifier_cmd_stub) identifier_cmd_stub )attribute (identifier_cmd) identifier_cmd )subscript )return_statement )block )if_statement (if_statement (not_operator (call (identifier_hasattr) identifier_hasattr (argument_list (attribute (identifier_self) identifier_self (identifier_fs) identifier_fs )attribute (identifier_cmd) identifier_cmd )argument_list )call )not_operator (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_error) identifier_error )attribute (argument_list (string_'Malformed request, invalid cmd: %s') string_'Malformed request, invalid cmd: %s' (identifier_load) identifier_load )argument_list )call )expression_statement (return_statement (dictionary )dictionary )return_statement )block )if_statement (return_statement (call (call (identifier_getattr) identifier_getattr (argument_list (attribute (identifier_self) identifier_self (identifier_fs) identifier_fs )attribute (identifier_cmd) identifier_cmd )argument_list )call (argument_list (identifier_load) identifier_load )argument_list )call )return_statement )block )function_definition )module
Emulate the channel send method, the tries and timeout are not used
(module (function_definition (function_name_construct_func_expr) function_name_construct_func_expr (parameters (identifier_n) identifier_n )parameters (block (expression_statement (assignment (identifier_op) identifier_op (subscript (identifier_n) identifier_n (integer_0) integer_0 )subscript )assignment )expression_statement (if_statement (boolean_operator (call (attribute (identifier_op) identifier_op (identifier_startswith) identifier_startswith )attribute (argument_list (string_'_') string_'_' )argument_list )call (call (attribute (identifier_op) identifier_op (identifier_endswith) identifier_endswith )attribute (argument_list (string_'_') string_'_' )argument_list )call )boolean_operator (block (expression_statement (assignment (identifier_op) identifier_op (call (attribute (identifier_op) identifier_op (identifier_strip) identifier_strip )attribute (argument_list (string_'_') string_'_' )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_op) identifier_op (string_'var') string_'var' )comparison_operator (block (return_statement (call (identifier_Var) identifier_Var (argument_list (call (identifier_str) identifier_str (argument_list (subscript (identifier_n) identifier_n (integer_1) integer_1 )subscript )argument_list )call )argument_list )call )return_statement )block (elif_clause (comparison_operator (identifier_op) identifier_op (string_'literal') string_'literal' )comparison_operator (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (subscript (identifier_n) identifier_n (integer_1) integer_1 )subscript (identifier_basestring) identifier_basestring )argument_list )call (block (raise_statement (string_"not implemented") string_"not implemented" )raise_statement )block )if_statement (return_statement (call (identifier_Constant) identifier_Constant (argument_list (subscript (identifier_n) identifier_n (integer_1) integer_1 )subscript )argument_list )call )return_statement )block )elif_clause (elif_clause (comparison_operator (identifier_op) identifier_op (string_'cast') string_'cast' )comparison_operator (block (raise_statement (string_"not implemented") string_"not implemented" )raise_statement )block )elif_clause )if_statement )block (elif_clause (comparison_operator (identifier_op) identifier_op (string_'+-/*') string_'+-/*' )comparison_operator (block (return_statement (call (identifier_ArithErrFunc) identifier_ArithErrFunc (argument_list (identifier_op) identifier_op (list_splat (call (identifier_map) identifier_map (argument_list (identifier_construct_func_expr) identifier_construct_func_expr (subscript (identifier_n) identifier_n (slice (integer_1) integer_1 (colon) colon )slice )subscript )argument_list )call )list_splat )argument_list )call )return_statement )block )elif_clause (else_clause (block (expression_statement (assignment (identifier_klass) identifier_klass (call (attribute (identifier___agg2f__) identifier___agg2f__ (identifier_get) identifier_get )attribute (argument_list (identifier_op) identifier_op (None) None )argument_list )call )assignment )expression_statement (if_statement (identifier_klass) identifier_klass (block (return_statement (call (identifier_klass) identifier_klass (argument_list (call (identifier_map) identifier_map (argument_list (identifier_construct_func_expr) identifier_construct_func_expr (subscript (identifier_n) identifier_n (slice (integer_1) integer_1 (colon) colon )slice )subscript )argument_list )call )argument_list )call )return_statement )block )if_statement (raise_statement (string_"no klass") string_"no klass" )raise_statement )block )else_clause )if_statement )block )function_definition )module
construct the function expression
(module (function_definition (function_name_wait) function_name_wait (parameters (identifier_self) identifier_self (default_parameter (identifier_timeout) identifier_timeout (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_us) identifier_us (conditional_expression (unary_operator (integer_1) integer_1 )unary_operator (comparison_operator (identifier_timeout) identifier_timeout (None) None )comparison_operator (call (identifier_int) identifier_int (argument_list (binary_operator (identifier_timeout) identifier_timeout (integer_1000000) integer_1000000 )binary_operator )argument_list )call )conditional_expression )assignment )expression_statement (return_statement (call (attribute (call (identifier_super) identifier_super (argument_list (identifier_Reader) identifier_Reader (identifier_self) identifier_self )argument_list )call (identifier_wait) identifier_wait )attribute (argument_list (identifier_us) identifier_us )argument_list )call )return_statement )block )function_definition )module
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).
(module (function_definition (function_name__get_symmetry) function_name__get_symmetry (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_d) identifier_d (call (attribute (identifier_spglib) identifier_spglib (identifier_get_symmetry) identifier_get_symmetry )attribute (argument_list (attribute (identifier_self) identifier_self (identifier__cell) identifier__cell )attribute (keyword_argument (identifier_symprec) identifier_symprec (attribute (identifier_self) identifier_self (identifier__symprec) identifier__symprec )attribute )keyword_argument (keyword_argument (identifier_angle_tolerance) identifier_angle_tolerance (attribute (identifier_self) identifier_self (identifier__angle_tol) identifier__angle_tol )attribute )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_trans) identifier_trans (list )list )assignment )expression_statement (for_statement (identifier_t) identifier_t (subscript (identifier_d) identifier_d (string_"translations") string_"translations" )subscript (block (expression_statement (call (attribute (identifier_trans) identifier_trans (identifier_append) identifier_append )attribute (argument_list (list_comprehension (call (identifier_float) identifier_float (argument_list (call (attribute (call (attribute (identifier_Fraction) identifier_Fraction (identifier_from_float) identifier_from_float )attribute (argument_list (identifier_c) identifier_c )argument_list )call (identifier_limit_denominator) identifier_limit_denominator )attribute (argument_list (integer_1000) integer_1000 )argument_list )call )argument_list )call (for_in_clause (identifier_c) identifier_c (identifier_t) identifier_t )for_in_clause )list_comprehension )argument_list )call )expression_statement )block )for_statement (expression_statement (assignment (identifier_trans) identifier_trans (call (attribute (identifier_np) identifier_np (identifier_array) identifier_array )attribute (argument_list (identifier_trans) identifier_trans )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_trans) identifier_trans (comparison_operator (call (attribute (identifier_np) identifier_np (identifier_abs) identifier_abs )attribute (argument_list (identifier_trans) identifier_trans )argument_list )call (integer_1) integer_1 )comparison_operator )subscript (integer_0) integer_0 )assignment )expression_statement (return_statement (expression_list (subscript (identifier_d) identifier_d (string_"rotations") string_"rotations" )subscript (identifier_trans) identifier_trans )expression_list )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_blit_2x) function_name_blit_2x (parameters (identifier_self) identifier_self (typed_parameter (identifier_console) identifier_console (type (attribute (attribute (identifier_tcod) identifier_tcod (identifier_console) identifier_console )attribute (identifier_Console) identifier_Console )attribute )type )typed_parameter (typed_parameter (identifier_dest_x) identifier_dest_x (type (identifier_int) identifier_int )type )typed_parameter (typed_parameter (identifier_dest_y) identifier_dest_y (type (identifier_int) identifier_int )type )typed_parameter (typed_default_parameter (identifier_img_x) identifier_img_x (type (identifier_int) identifier_int )type (integer_0) integer_0 )typed_default_parameter (typed_default_parameter (identifier_img_y) identifier_img_y (type (identifier_int) identifier_int )type (integer_0) integer_0 )typed_default_parameter (typed_default_parameter (identifier_img_width) identifier_img_width (type (identifier_int) identifier_int )type (unary_operator (integer_1) integer_1 )unary_operator )typed_default_parameter (typed_default_parameter (identifier_img_height) identifier_img_height (type (identifier_int) identifier_int )type (unary_operator (integer_1) integer_1 )unary_operator )typed_default_parameter )parameters (type (None) None )type (block (expression_statement (call (attribute (identifier_lib) identifier_lib (identifier_TCOD_image_blit_2x) identifier_TCOD_image_blit_2x )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_image_c) identifier_image_c )attribute (call (identifier__console) identifier__console (argument_list (identifier_console) identifier_console )argument_list )call (identifier_dest_x) identifier_dest_x (identifier_dest_y) identifier_dest_y (identifier_img_x) identifier_img_x (identifier_img_y) identifier_img_y (identifier_img_width) identifier_img_width (identifier_img_height) identifier_img_height )argument_list )call )expression_statement )block )function_definition )module
Blit onto a Console with double resolution. 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.
(module (function_definition (function_name_lookup) function_name_lookup (parameters (identifier_self) identifier_self (identifier_key) identifier_key )parameters (block (expression_statement (assignment (identifier_values) identifier_values (call (attribute (call (attribute (identifier_self) identifier_self (identifier_filter) identifier_filter )attribute (argument_list (lambda (lambda_parameters (identifier_kv) identifier_kv )lambda_parameters (comparison_operator (subscript (identifier_kv) identifier_kv (integer_0) integer_0 )subscript (identifier_key) identifier_key )comparison_operator )lambda )argument_list )call (identifier_values) identifier_values )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_partitioner) identifier_partitioner )attribute (None) None )comparison_operator (block (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_ctx) identifier_ctx )attribute (identifier_runJob) identifier_runJob )attribute (argument_list (identifier_values) identifier_values (lambda (lambda_parameters (identifier_x) identifier_x )lambda_parameters (identifier_x) identifier_x )lambda (list (call (attribute (identifier_self) identifier_self (identifier_partitioner) identifier_partitioner )attribute (argument_list (identifier_key) identifier_key )argument_list )call )list )argument_list )call )return_statement )block )if_statement (return_statement (call (attribute (identifier_values) identifier_values (identifier_collect) identifier_collect )attribute (argument_list )argument_list )call )return_statement )block )function_definition )module
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']
(module (function_definition (function_name_anchor) function_name_anchor (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_anchor) identifier_anchor (subscript (attribute (identifier_self) identifier_self (identifier__subtotal_dict) identifier__subtotal_dict )attribute (string_"anchor") string_"anchor" )subscript )assignment )expression_statement (try_statement (block (expression_statement (assignment (identifier_anchor) identifier_anchor (call (identifier_int) identifier_int (argument_list (identifier_anchor) identifier_anchor )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_anchor) identifier_anchor (attribute (attribute (identifier_self) identifier_self (identifier_valid_elements) identifier_valid_elements )attribute (identifier_element_ids) identifier_element_ids )attribute )comparison_operator (block (return_statement (string_"bottom") string_"bottom" )return_statement )block )if_statement (return_statement (identifier_anchor) identifier_anchor )return_statement )block (except_clause (tuple (identifier_TypeError) identifier_TypeError (identifier_ValueError) identifier_ValueError )tuple (block (return_statement (call (attribute (identifier_anchor) identifier_anchor (identifier_lower) identifier_lower )attribute (argument_list )argument_list )call )return_statement )block )except_clause )try_statement )block )function_definition )module
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.
(module (function_definition (function_name_as_coeff_unit) function_name_as_coeff_unit (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (pattern_list (identifier_coeff) identifier_coeff (identifier_mul) identifier_mul )pattern_list (call (attribute (attribute (identifier_self) identifier_self (identifier_expr) identifier_expr )attribute (identifier_as_coeff_Mul) identifier_as_coeff_Mul )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_coeff) identifier_coeff (call (identifier_float) identifier_float (argument_list (identifier_coeff) identifier_coeff )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_ret) identifier_ret (call (identifier_Unit) identifier_Unit (argument_list (identifier_mul) identifier_mul (binary_operator (attribute (identifier_self) identifier_self (identifier_base_value) identifier_base_value )attribute (identifier_coeff) identifier_coeff )binary_operator (attribute (identifier_self) identifier_self (identifier_base_offset) identifier_base_offset )attribute (attribute (identifier_self) identifier_self (identifier_dimensions) identifier_dimensions )attribute (attribute (identifier_self) identifier_self (identifier_registry) identifier_registry )attribute )argument_list )call )assignment )expression_statement (return_statement (expression_list (identifier_coeff) identifier_coeff (identifier_ret) identifier_ret )expression_list )return_statement )block )function_definition )module
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)
(module (function_definition (function_name_push) function_name_push (parameters (identifier_self) identifier_self (identifier_filename) identifier_filename (identifier_data) identifier_data )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__queue) identifier__queue )attribute (identifier_put) identifier_put )attribute (argument_list (call (identifier_Chunk) identifier_Chunk (argument_list (identifier_filename) identifier_filename (identifier_data) identifier_data )argument_list )call )argument_list )call )expression_statement )block )function_definition )module
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.
(module (function_definition (function_name_set_terminal_width) function_name_set_terminal_width (parameters (identifier_self) identifier_self (default_parameter (identifier_command) identifier_command (string_"") string_"" )default_parameter (default_parameter (identifier_delay_factor) identifier_delay_factor (integer_1) integer_1 )default_parameter )parameters (block (if_statement (not_operator (identifier_command) identifier_command )not_operator (block (return_statement (string_"") string_"" )return_statement )block )if_statement (expression_statement (assignment (identifier_delay_factor) identifier_delay_factor (call (attribute (identifier_self) identifier_self (identifier_select_delay_factor) identifier_select_delay_factor )attribute (argument_list (identifier_delay_factor) identifier_delay_factor )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_command) identifier_command (call (attribute (identifier_self) identifier_self (identifier_normalize_cmd) identifier_normalize_cmd )attribute (argument_list (identifier_command) identifier_command )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_write_channel) identifier_write_channel )attribute (argument_list (identifier_command) identifier_command )argument_list )call )expression_statement (expression_statement (assignment (identifier_output) identifier_output (call (attribute (identifier_self) identifier_self (identifier_read_until_prompt) identifier_read_until_prompt )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (attribute (identifier_self) identifier_self (identifier_ansi_escape_codes) identifier_ansi_escape_codes )attribute (block (expression_statement (assignment (identifier_output) identifier_output (call (attribute (identifier_self) identifier_self (identifier_strip_ansi_escape_codes) identifier_strip_ansi_escape_codes )attribute (argument_list (identifier_output) identifier_output )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (identifier_output) identifier_output )return_statement )block )function_definition )module
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
(module (function_definition (function_name_generate_string) function_name_generate_string (parameters (identifier_self) identifier_self (identifier_initial_logits) identifier_initial_logits (identifier_initial_state) identifier_initial_state (identifier_sequence_length) identifier_sequence_length )parameters (block (expression_statement (assignment (identifier_current_logits) identifier_current_logits (identifier_initial_logits) identifier_initial_logits )assignment )expression_statement (expression_statement (assignment (identifier_current_state) identifier_current_state (identifier_initial_state) identifier_initial_state )assignment )expression_statement (expression_statement (assignment (identifier_generated_letters) identifier_generated_letters (list )list )assignment )expression_statement (for_statement (identifier__) identifier__ (call (identifier_range) identifier_range (argument_list (identifier_sequence_length) identifier_sequence_length )argument_list )call (block (expression_statement (assignment (identifier_char_index) identifier_char_index (call (attribute (identifier_tf) identifier_tf (identifier_squeeze) identifier_squeeze )attribute (argument_list (call (attribute (identifier_tf) identifier_tf (identifier_multinomial) identifier_multinomial )attribute (argument_list (identifier_current_logits) identifier_current_logits (integer_1) integer_1 )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_char_one_hot) identifier_char_one_hot (call (attribute (identifier_tf) identifier_tf (identifier_one_hot) identifier_one_hot )attribute (argument_list (identifier_char_index) identifier_char_index (attribute (identifier_self) identifier_self (identifier__output_size) identifier__output_size )attribute (float_1.0) float_1.0 (float_0.0) float_0.0 )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_generated_letters) identifier_generated_letters (identifier_append) identifier_append )attribute (argument_list (identifier_char_one_hot) identifier_char_one_hot )argument_list )call )expression_statement (expression_statement (assignment (pattern_list (identifier_gen_out_seq) identifier_gen_out_seq (identifier_current_state) identifier_current_state )pattern_list (call (attribute (identifier_self) identifier_self (identifier__core) identifier__core )attribute (argument_list (call (attribute (attribute (identifier_tf) identifier_tf (identifier_nn) identifier_nn )attribute (identifier_relu) identifier_relu )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier__embed_module) identifier__embed_module )attribute (argument_list (identifier_char_one_hot) identifier_char_one_hot )argument_list )call )argument_list )call (identifier_current_state) identifier_current_state )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_current_logits) identifier_current_logits (call (attribute (identifier_self) identifier_self (identifier__output_module) identifier__output_module )attribute (argument_list (identifier_gen_out_seq) identifier_gen_out_seq )argument_list )call )assignment )expression_statement )block )for_statement (expression_statement (assignment (identifier_generated_string) identifier_generated_string (call (attribute (identifier_tf) identifier_tf (identifier_stack) identifier_stack )attribute (argument_list (identifier_generated_letters) identifier_generated_letters )argument_list )call )assignment )expression_statement (return_statement (identifier_generated_string) identifier_generated_string )return_statement )block )function_definition )module
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]`.
(module (function_definition (function_name_threeprime_plot) function_name_threeprime_plot (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_data) identifier_data (call (identifier_dict) identifier_dict (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_dict_to_add) identifier_dict_to_add (call (identifier_dict) identifier_dict (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_key) identifier_key (attribute (identifier_self) identifier_self (identifier_threepGtoAfreq_data) identifier_threepGtoAfreq_data )attribute (block (expression_statement (assignment (identifier_pos) identifier_pos (call (identifier_list) identifier_list (argument_list (call (identifier_range) identifier_range (argument_list (integer_1) integer_1 (call (identifier_len) identifier_len (argument_list (call (attribute (attribute (identifier_self) identifier_self (identifier_threepGtoAfreq_data) identifier_threepGtoAfreq_data )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_key) identifier_key )argument_list )call )argument_list )call )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_tmp) identifier_tmp (list_comprehension (binary_operator (identifier_i) identifier_i (float_100.0) float_100.0 )binary_operator (for_in_clause (identifier_i) identifier_i (call (attribute (attribute (identifier_self) identifier_self (identifier_threepGtoAfreq_data) identifier_threepGtoAfreq_data )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_key) identifier_key )argument_list )call )for_in_clause )list_comprehension )assignment )expression_statement (expression_statement (assignment (identifier_tuples) identifier_tuples (call (identifier_list) identifier_list (argument_list (call (identifier_zip) identifier_zip (argument_list (identifier_pos) identifier_pos (identifier_tmp) identifier_tmp )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (call (identifier_dict) identifier_dict (generator_expression (tuple (identifier_x) identifier_x (identifier_y) identifier_y )tuple (for_in_clause (pattern_list (identifier_x) identifier_x (identifier_y) identifier_y )pattern_list (identifier_tuples) identifier_tuples )for_in_clause )generator_expression )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_dict_to_add) identifier_dict_to_add (identifier_key) identifier_key )subscript (identifier_data) identifier_data )assignment )expression_statement )block )for_statement (expression_statement (assignment (identifier_config) identifier_config (dictionary (pair (string_'id') string_'id' (string_'threeprime_misinc_plot') string_'threeprime_misinc_plot' )pair (pair (string_'title') string_'title' (string_'DamageProfiler: 3P G>A misincorporation plot') string_'DamageProfiler: 3P G>A misincorporation plot' )pair (pair (string_'ylab') string_'ylab' (string_'% G to A substituted') string_'% G to A substituted' )pair (pair (string_'xlab') string_'xlab' (string_'Nucleotide position from 3\'') string_'Nucleotide position from 3\'' )pair (pair (string_'tt_label') string_'tt_label' (string_'{point.y:.2f} % G>A misincorporations at nucleotide position {point.x}') string_'{point.y:.2f} % G>A misincorporations at nucleotide position {point.x}' )pair (pair (string_'ymin') string_'ymin' (integer_0) integer_0 )pair (pair (string_'xmin') string_'xmin' (integer_1) integer_1 )pair )dictionary )assignment )expression_statement (return_statement (call (attribute (identifier_linegraph) identifier_linegraph (identifier_plot) identifier_plot )attribute (argument_list (identifier_dict_to_add) identifier_dict_to_add (identifier_config) identifier_config )argument_list )call )return_statement )block )function_definition )module
Generate a 3' G>A linegraph plot
(module (function_definition (function_name_set_constants) function_name_set_constants (parameters (identifier_self) identifier_self (list_splat_pattern (identifier_constants) identifier_constants )list_splat_pattern (default_parameter (identifier_verbose) identifier_verbose (True) True )default_parameter )parameters (block (expression_statement (assignment (identifier_new) identifier_new (list )list )assignment )expression_statement (expression_statement (assignment (identifier_current) identifier_current (dictionary_comprehension (pair (attribute (identifier_c) identifier_c (identifier_expression) identifier_expression )attribute (identifier_c) identifier_c )pair (for_in_clause (identifier_c) identifier_c (attribute (identifier_self) identifier_self (identifier__constants) identifier__constants )attribute )for_in_clause )dictionary_comprehension )assignment )expression_statement (for_statement (identifier_expression) identifier_expression (identifier_constants) identifier_constants (block (expression_statement (assignment (identifier_constant) identifier_constant (call (attribute (identifier_current) identifier_current (identifier_get) identifier_get )attribute (argument_list (identifier_expression) identifier_expression (call (identifier_Constant) identifier_Constant (argument_list (identifier_self) identifier_self (identifier_expression) identifier_expression )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_new) identifier_new (identifier_append) identifier_append )attribute (argument_list (identifier_constant) identifier_constant )argument_list )call )expression_statement )block )for_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__constants) identifier__constants )attribute (identifier_new) identifier_new )assignment )expression_statement (for_statement (identifier_c) identifier_c (attribute (identifier_self) identifier_self (identifier__constants) identifier__constants )attribute (block (if_statement (comparison_operator (attribute (identifier_c) identifier_c (identifier_units) identifier_units )attribute (None) None )comparison_operator (block (expression_statement (call (attribute (identifier_c) identifier_c (identifier_convert) identifier_convert )attribute (argument_list (attribute (subscript (attribute (identifier_c) identifier_c (identifier_variables) identifier_variables )attribute (integer_0) integer_0 )subscript (identifier_units) identifier_units )attribute )argument_list )call )expression_statement )block )if_statement )block )for_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_flush) identifier_flush )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__on_constants_updated) identifier__on_constants_updated )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
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.
(module (function_definition (function_name__execute) function_name__execute (parameters (identifier_self) identifier_self (identifier_worker) identifier_worker )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__assert_status_is) identifier__assert_status_is )attribute (argument_list (attribute (identifier_TaskStatus) identifier_TaskStatus (identifier_RUNNING) identifier_RUNNING )attribute )argument_list )call )expression_statement (expression_statement (assignment (identifier_operation) identifier_operation (call (attribute (identifier_worker) identifier_worker (identifier_look_up) identifier_look_up )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_operation) identifier_operation )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_operation) identifier_operation (identifier_invoke) identifier_invoke )attribute (argument_list (identifier_self) identifier_self (list )list (keyword_argument (identifier_worker) identifier_worker (identifier_worker) identifier_worker )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
This method is ASSIGNED during the evaluation to control how to resume it once it has been paused
(module (function_definition (function_name__load_maps_by_type) function_name__load_maps_by_type (parameters (identifier_map_type) identifier_map_type )parameters (block (expression_statement (assignment (identifier_seq_maps) identifier_seq_maps (subscript (identifier_COLOR_MAPS) identifier_COLOR_MAPS (identifier_map_type) identifier_map_type )subscript )assignment )expression_statement (expression_statement (assignment (identifier_loaded_maps) identifier_loaded_maps (dictionary )dictionary )assignment )expression_statement (for_statement (identifier_map_name) identifier_map_name (identifier_seq_maps) identifier_seq_maps (block (expression_statement (assignment (subscript (identifier_loaded_maps) identifier_loaded_maps (identifier_map_name) identifier_map_name )subscript (dictionary )dictionary )assignment )expression_statement (for_statement (identifier_num) identifier_num (subscript (identifier_seq_maps) identifier_seq_maps (identifier_map_name) identifier_map_name )subscript (block (expression_statement (assignment (identifier_inum) identifier_inum (call (identifier_int) identifier_int (argument_list (identifier_num) identifier_num )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_colors) identifier_colors (subscript (subscript (subscript (identifier_seq_maps) identifier_seq_maps (identifier_map_name) identifier_map_name )subscript (identifier_num) identifier_num )subscript (string_'Colors') string_'Colors' )subscript )assignment )expression_statement (expression_statement (assignment (identifier_bmap) identifier_bmap (call (identifier_BrewerMap) identifier_BrewerMap (argument_list (identifier_map_name) identifier_map_name (identifier_map_type) identifier_map_type (identifier_colors) identifier_colors )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (subscript (identifier_loaded_maps) identifier_loaded_maps (identifier_map_name) identifier_map_name )subscript (identifier_inum) identifier_inum )subscript (identifier_bmap) identifier_bmap )assignment )expression_statement )block )for_statement (expression_statement (assignment (identifier_max_num) identifier_max_num (call (identifier_int) identifier_int (argument_list (call (identifier_max) identifier_max (argument_list (call (attribute (subscript (identifier_seq_maps) identifier_seq_maps (identifier_map_name) identifier_map_name )subscript (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call (keyword_argument (identifier_key) identifier_key (identifier_int) identifier_int )keyword_argument )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (subscript (identifier_loaded_maps) identifier_loaded_maps (identifier_map_name) identifier_map_name )subscript (string_'max') string_'max' )subscript (subscript (subscript (identifier_loaded_maps) identifier_loaded_maps (identifier_map_name) identifier_map_name )subscript (identifier_max_num) identifier_max_num )subscript )assignment )expression_statement )block )for_statement (return_statement (identifier_loaded_maps) identifier_loaded_maps )return_statement )block )function_definition )module
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
(module (function_definition (function_name_apply_args) function_name_apply_args (parameters (identifier_self) identifier_self (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (function_definition (function_name_apply_format) function_name_apply_format (parameters (identifier_node) identifier_node )parameters (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_node) identifier_node (identifier_PathParam) identifier_PathParam )argument_list )call (block (return_statement (call (identifier_PathParam) identifier_PathParam (argument_list (call (attribute (attribute (identifier_node) identifier_node (identifier_name) identifier_name )attribute (identifier_format) identifier_format )attribute (argument_list (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call (attribute (identifier_node) identifier_node (identifier_type) identifier_type )attribute (attribute (identifier_node) identifier_node (identifier_type_args) identifier_type_args )attribute )argument_list )call )return_statement )block (else_clause (block (return_statement (identifier_node) identifier_node )return_statement )block )else_clause )if_statement )block )function_definition (return_statement (call (identifier_UrlPath) identifier_UrlPath (argument_list (list_splat (generator_expression (call (identifier_apply_format) identifier_apply_format (argument_list (identifier_n) identifier_n )argument_list )call (for_in_clause (identifier_n) identifier_n (attribute (identifier_self) identifier_self (identifier__nodes) identifier__nodes )attribute )for_in_clause )generator_expression )list_splat )argument_list )call )return_statement )block )function_definition )module
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'
(module (function_definition (function_name_update_refobj) function_name_update_refobj (parameters (identifier_self) identifier_self (identifier_old) identifier_old (identifier_new) identifier_new (identifier_reftrack) identifier_reftrack )parameters (block (if_statement (identifier_old) identifier_old (block (delete_statement (subscript (attribute (identifier_self) identifier_self (identifier__parentsearchdict) identifier__parentsearchdict )attribute (identifier_old) identifier_old )subscript )delete_statement )block )if_statement (if_statement (identifier_new) identifier_new (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__parentsearchdict) identifier__parentsearchdict )attribute (identifier_new) identifier_new )subscript (identifier_reftrack) identifier_reftrack )assignment )expression_statement )block )if_statement )block )function_definition )module
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
(module (function_definition (function_name_list_) function_name_list_ (parameters (identifier_name) identifier_name (identifier_add) identifier_add (identifier_match) identifier_match (default_parameter (identifier_stamp) identifier_stamp (False) False )default_parameter (default_parameter (identifier_prune) identifier_prune (integer_0) integer_0 )default_parameter )parameters (block (expression_statement (assignment (identifier_ret) identifier_ret (dictionary (pair (string_'name') string_'name' (identifier_name) identifier_name )pair (pair (string_'changes') string_'changes' (dictionary )dictionary )pair (pair (string_'comment') string_'comment' (string_'') string_'' )pair (pair (string_'result') string_'result' (True) True )pair )dictionary )assignment )expression_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_add) identifier_add (identifier_list) identifier_list )argument_list )call )not_operator (block (expression_statement (assignment (identifier_add) identifier_add (call (attribute (identifier_add) identifier_add (identifier_split) identifier_split )attribute (argument_list (string_',') string_',' )argument_list )call )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_name) identifier_name (identifier___reg__) identifier___reg__ )comparison_operator (block (expression_statement (assignment (subscript (identifier___reg__) identifier___reg__ (identifier_name) identifier_name )subscript (dictionary )dictionary )assignment )expression_statement (expression_statement (assignment (subscript (subscript (identifier___reg__) identifier___reg__ (identifier_name) identifier_name )subscript (string_'val') string_'val' )subscript (list )list )assignment )expression_statement )block )if_statement (for_statement (identifier_event) identifier_event (identifier___events__) identifier___events__ (block (try_statement (block (expression_statement (assignment (identifier_event_data) identifier_event_data (subscript (subscript (identifier_event) identifier_event (string_'data') string_'data' )subscript (string_'data') string_'data' )subscript )assignment )expression_statement )block (except_clause (identifier_KeyError) identifier_KeyError (block (expression_statement (assignment (identifier_event_data) identifier_event_data (subscript (identifier_event) identifier_event (string_'data') string_'data' )subscript )assignment )expression_statement )block )except_clause )try_statement (if_statement (call (attribute (attribute (attribute (identifier_salt) identifier_salt (identifier_utils) identifier_utils )attribute (identifier_stringutils) identifier_stringutils )attribute (identifier_expr_match) identifier_expr_match )attribute (argument_list (subscript (identifier_event) identifier_event (string_'tag') string_'tag' )subscript (identifier_match) identifier_match )argument_list )call (block (expression_statement (assignment (identifier_item) identifier_item (dictionary )dictionary )assignment )expression_statement (for_statement (identifier_key) identifier_key (identifier_add) identifier_add (block (if_statement (comparison_operator (identifier_key) identifier_key (identifier_event_data) identifier_event_data )comparison_operator (block (expression_statement (assignment (subscript (identifier_item) identifier_item (identifier_key) identifier_key )subscript (subscript (identifier_event_data) identifier_event_data (identifier_key) identifier_key )subscript )assignment )expression_statement (if_statement (comparison_operator (identifier_stamp) identifier_stamp (True) True )comparison_operator (block (expression_statement (assignment (subscript (identifier_item) identifier_item (string_'time') string_'time' )subscript (subscript (subscript (identifier_event) identifier_event (string_'data') string_'data' )subscript (string_'_stamp') string_'_stamp' )subscript )assignment )expression_statement )block )if_statement )block )if_statement )block )for_statement (expression_statement (call (attribute (subscript (subscript (identifier___reg__) identifier___reg__ (identifier_name) identifier_name )subscript (string_'val') string_'val' )subscript (identifier_append) identifier_append )attribute (argument_list (identifier_item) identifier_item )argument_list )call )expression_statement )block )if_statement )block )for_statement (if_statement (comparison_operator (identifier_prune) identifier_prune (integer_0) integer_0 )comparison_operator (block (expression_statement (assignment (subscript (subscript (identifier___reg__) identifier___reg__ (identifier_name) identifier_name )subscript (string_'val') string_'val' )subscript (subscript (subscript (subscript (identifier___reg__) identifier___reg__ (identifier_name) identifier_name )subscript (string_'val') string_'val' )subscript (slice (colon) colon (identifier_prune) identifier_prune )slice )subscript )assignment )expression_statement )block )if_statement (return_statement (identifier_ret) identifier_ret )return_statement )block )function_definition )module
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
(module (function_definition (function_name_replacePassword) function_name_replacePassword (parameters (identifier_self) identifier_self (identifier_currentPassword) identifier_currentPassword (identifier_newPassword) identifier_newPassword )parameters (block (if_statement (comparison_operator (call (identifier_unicode) identifier_unicode (argument_list (identifier_currentPassword) identifier_currentPassword )argument_list )call (attribute (identifier_self) identifier_self (identifier_password) identifier_password )attribute )comparison_operator (block (return_statement (call (identifier_fail) identifier_fail (argument_list (call (identifier_BadCredentials) identifier_BadCredentials (argument_list )argument_list )call )argument_list )call )return_statement )block )if_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_setPassword) identifier_setPassword )attribute (argument_list (identifier_newPassword) identifier_newPassword )argument_list )call )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_splits) function_name_splits (parameters (identifier_cls) identifier_cls (identifier_exts) identifier_exts (identifier_fields) identifier_fields (default_parameter (identifier_root) identifier_root (string_'.data') string_'.data' )default_parameter (default_parameter (identifier_train) identifier_train (string_'train') string_'train' )default_parameter (default_parameter (identifier_validation) identifier_validation (string_'val') string_'val' )default_parameter (default_parameter (identifier_test) identifier_test (string_'test2016') string_'test2016' )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (if_statement (comparison_operator (string_'path') string_'path' (identifier_kwargs) identifier_kwargs )comparison_operator (block (expression_statement (assignment (identifier_expected_folder) identifier_expected_folder (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_root) identifier_root (attribute (identifier_cls) identifier_cls (identifier_name) identifier_name )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_path) identifier_path (conditional_expression (identifier_expected_folder) identifier_expected_folder (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_expected_folder) identifier_expected_folder )argument_list )call (None) None )conditional_expression )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_path) identifier_path (subscript (identifier_kwargs) identifier_kwargs (string_'path') string_'path' )subscript )assignment )expression_statement (delete_statement (subscript (identifier_kwargs) identifier_kwargs (string_'path') string_'path' )subscript )delete_statement )block )else_clause )if_statement (return_statement (call (attribute (call (identifier_super) identifier_super (argument_list (identifier_Multi30k) identifier_Multi30k (identifier_cls) identifier_cls )argument_list )call (identifier_splits) identifier_splits )attribute (argument_list (identifier_exts) identifier_exts (identifier_fields) identifier_fields (identifier_path) identifier_path (identifier_root) identifier_root (identifier_train) identifier_train (identifier_validation) identifier_validation (identifier_test) identifier_test (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_cmd_signing_key) function_name_cmd_signing_key (parameters (identifier_self) identifier_self (identifier_args) identifier_args )parameters (block (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_args) identifier_args )argument_list )call (integer_0) integer_0 )comparison_operator (block (expression_statement (call (identifier_print) identifier_print (argument_list (string_"usage: signing setup passphrase") string_"usage: signing setup passphrase" )argument_list )call )expression_statement (return_statement )return_statement )block )if_statement (if_statement (not_operator (call (attribute (attribute (identifier_self) identifier_self (identifier_master) identifier_master )attribute (identifier_mavlink20) identifier_mavlink20 )attribute (argument_list )argument_list )call )not_operator (block (expression_statement (call (identifier_print) identifier_print (argument_list (string_"You must be using MAVLink2 for signing") string_"You must be using MAVLink2 for signing" )argument_list )call )expression_statement (return_statement )return_statement )block )if_statement (expression_statement (assignment (identifier_passphrase) identifier_passphrase (subscript (identifier_args) identifier_args (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (assignment (identifier_key) identifier_key (call (attribute (identifier_self) identifier_self (identifier_passphrase_to_key) identifier_passphrase_to_key )attribute (argument_list (identifier_passphrase) identifier_passphrase )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_master) identifier_master )attribute (identifier_setup_signing) identifier_setup_signing )attribute (argument_list (identifier_key) identifier_key (keyword_argument (identifier_sign_outgoing) identifier_sign_outgoing (True) True )keyword_argument (keyword_argument (identifier_allow_unsigned_callback) identifier_allow_unsigned_callback (attribute (identifier_self) identifier_self (identifier_allow_unsigned) identifier_allow_unsigned )attribute )keyword_argument )argument_list )call )expression_statement (expression_statement (call (identifier_print) identifier_print (argument_list (string_"Setup signing key") string_"Setup signing key" )argument_list )call )expression_statement )block )function_definition )module
set signing key on connection
(module (function_definition (function_name_extract_header_comment_key_value_tuples_from_file) function_name_extract_header_comment_key_value_tuples_from_file (parameters (identifier_file_descriptor) identifier_file_descriptor )parameters (block (expression_statement (assignment (identifier_file_data) identifier_file_data (call (attribute (identifier_file_descriptor) identifier_file_descriptor (identifier_read) identifier_read )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_findall_result) identifier_findall_result (call (attribute (identifier_re) identifier_re (identifier_findall) identifier_findall )attribute (argument_list (identifier_HEADER_COMMENT_KEY_VALUE_TUPLES_REGEX) identifier_HEADER_COMMENT_KEY_VALUE_TUPLES_REGEX (identifier_file_data) identifier_file_data (binary_operator (attribute (identifier_re) identifier_re (identifier_MULTILINE) identifier_MULTILINE )attribute (attribute (identifier_re) identifier_re (identifier_DOTALL) identifier_DOTALL )attribute )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_returned_list) identifier_returned_list (list )list )assignment )expression_statement (for_statement (pattern_list (identifier_header_comment) identifier_header_comment (identifier__ignored) identifier__ignored (identifier_raw_comments) identifier_raw_comments (identifier_key) identifier_key (identifier_value) identifier_value )pattern_list (identifier_findall_result) identifier_findall_result (block (expression_statement (assignment (identifier_comments) identifier_comments (call (attribute (identifier_re) identifier_re (identifier_findall) identifier_findall )attribute (argument_list (string_"/\* (.*?) \*/") string_"/\* (.*?) \*/" (identifier_raw_comments) identifier_raw_comments )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_comments) identifier_comments )argument_list )call (integer_0) integer_0 )comparison_operator (block (expression_statement (assignment (identifier_comments) identifier_comments (list (string_u"") string_u"" )list )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_returned_list) identifier_returned_list (identifier_append) identifier_append )attribute (argument_list (tuple (identifier_header_comment) identifier_header_comment (identifier_comments) identifier_comments (identifier_key) identifier_key (identifier_value) identifier_value )tuple )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_returned_list) identifier_returned_list )return_statement )block )function_definition )module
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.
(module (function_definition (function_name_export_batch) function_name_export_batch (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_batch) identifier_batch (call (attribute (identifier_self) identifier_self (identifier_batch_cls) identifier_batch_cls )attribute (argument_list (keyword_argument (identifier_model) identifier_model (attribute (identifier_self) identifier_self (identifier_model) identifier_model )attribute )keyword_argument (keyword_argument (identifier_history_model) identifier_history_model (attribute (identifier_self) identifier_self (identifier_history_model) identifier_history_model )attribute )keyword_argument (keyword_argument (identifier_using) identifier_using (attribute (identifier_self) identifier_self (identifier_using) identifier_using )attribute )keyword_argument )argument_list )call )assignment )expression_statement (if_statement (attribute (identifier_batch) identifier_batch (identifier_items) identifier_items )attribute (block (try_statement (block (expression_statement (assignment (identifier_json_file) identifier_json_file (call (attribute (identifier_self) identifier_self (identifier_json_file_cls) identifier_json_file_cls )attribute (argument_list (keyword_argument (identifier_batch) identifier_batch (identifier_batch) identifier_batch )keyword_argument (keyword_argument (identifier_path) identifier_path (attribute (identifier_self) identifier_self (identifier_path) identifier_path )attribute )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_json_file) identifier_json_file (identifier_write) identifier_write )attribute (argument_list )argument_list )call )expression_statement )block (except_clause (as_pattern (identifier_JSONDumpFileError) identifier_JSONDumpFileError (as_pattern_target (identifier_e) identifier_e )as_pattern_target )as_pattern (block (raise_statement (call (identifier_TransactionExporterError) identifier_TransactionExporterError (argument_list (identifier_e) identifier_e )argument_list )call )raise_statement )block )except_clause )try_statement (expression_statement (call (attribute (identifier_batch) identifier_batch (identifier_close) identifier_close )attribute (argument_list )argument_list )call )expression_statement (return_statement (identifier_batch) identifier_batch )return_statement )block )if_statement (return_statement (None) None )return_statement )block )function_definition )module
Returns a batch instance after exporting a batch of txs.
(module (function_definition (function_name_nhapDaiHan) function_name_nhapDaiHan (parameters (identifier_self) identifier_self (identifier_cucSo) identifier_cucSo (identifier_gioiTinh) identifier_gioiTinh )parameters (block (for_statement (identifier_cung) identifier_cung (attribute (identifier_self) identifier_self (identifier_thapNhiCung) identifier_thapNhiCung )attribute (block (expression_statement (assignment (identifier_khoangCach) identifier_khoangCach (call (identifier_khoangCachCung) identifier_khoangCachCung (argument_list (attribute (identifier_cung) identifier_cung (identifier_cungSo) identifier_cungSo )attribute (attribute (identifier_self) identifier_self (identifier_cungMenh) identifier_cungMenh )attribute (identifier_gioiTinh) identifier_gioiTinh )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_cung) identifier_cung (identifier_daiHan) identifier_daiHan )attribute (argument_list (binary_operator (identifier_cucSo) identifier_cucSo (binary_operator (identifier_khoangCach) identifier_khoangCach (integer_10) integer_10 )binary_operator )binary_operator )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_self) identifier_self )return_statement )block )function_definition )module
Nhap dai han Args: cucSo (TYPE): Description gioiTinh (TYPE): Description Returns: TYPE: Description
(module (function_definition (function_name_read) function_name_read (parameters (identifier_self) identifier_self )parameters (type (None) None )type (block (try_statement (block (with_statement (with_clause (with_item (as_pattern (call (attribute (identifier_netcdf4) identifier_netcdf4 (identifier_Dataset) identifier_Dataset )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_filepath) identifier_filepath )attribute (string_"r") string_"r" )argument_list )call (as_pattern_target (identifier_ncfile) identifier_ncfile )as_pattern_target )as_pattern )with_item )with_clause (block (expression_statement (assignment (identifier_timegrid) identifier_timegrid (call (identifier_query_timegrid) identifier_query_timegrid (argument_list (identifier_ncfile) identifier_ncfile )argument_list )call )assignment )expression_statement (for_statement (identifier_variable) identifier_variable (call (attribute (attribute (identifier_self) identifier_self (identifier_variables) identifier_variables )attribute (identifier_values) identifier_values )attribute (argument_list )argument_list )call (block (expression_statement (call (attribute (identifier_variable) identifier_variable (identifier_read) identifier_read )attribute (argument_list (identifier_ncfile) identifier_ncfile (identifier_timegrid) identifier_timegrid )argument_list )call )expression_statement )block )for_statement )block )with_statement )block (except_clause (identifier_BaseException) identifier_BaseException (block (expression_statement (call (attribute (identifier_objecttools) identifier_objecttools (identifier_augment_excmessage) identifier_augment_excmessage )attribute (argument_list (string_f'While trying to read data from NetCDF file `{self.filepath}`') string_f'While trying to read data from NetCDF file `{self.filepath}`' )argument_list )call )expression_statement )block )except_clause )try_statement )block )function_definition )module
Open an existing NetCDF file temporarily and call method |NetCDFVariableDeep.read| of all handled |NetCDFVariableBase| objects.
(module (function_definition (function_name__create_socket) function_name__create_socket (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_s) identifier_s (call (attribute (identifier_socket) identifier_socket (identifier_socket) identifier_socket )attribute (argument_list (attribute (identifier_socket) identifier_socket (identifier_AF_INET) identifier_AF_INET )attribute (attribute (identifier_socket) identifier_socket (identifier_SOCK_STREAM) identifier_SOCK_STREAM )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_s) identifier_s (call (attribute (identifier_ssl) identifier_ssl (identifier_wrap_socket) identifier_wrap_socket )attribute (argument_list (identifier_s) identifier_s )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_s) identifier_s (identifier_connect) identifier_connect )attribute (argument_list (tuple (attribute (identifier_self) identifier_self (identifier_host) identifier_host )attribute (attribute (identifier_self) identifier_self (identifier___port) identifier___port )attribute )tuple )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_s) identifier_s (identifier_settimeout) identifier_settimeout )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_timeout) identifier_timeout )attribute )argument_list )call )expression_statement (return_statement (identifier_s) identifier_s )return_statement )block )function_definition )module
Creates ssl socket, connects to stream api and sets timeout.