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(module (function_definition (function_name_check_if_ok_to_update) function_name_check_if_ok_to_update (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_current_time) identifier_current_time (call (identifier_int) identifier_int (argument_list (call (attribute (identifier_time) identifier_time (identifier_time) identifier_time )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_last_refresh) identifier_last_refresh (attribute (identifier_self) identifier_self (identifier_last_refresh) identifier_last_refresh )attribute )assignment )expression_statement (if_statement (comparison_operator (identifier_last_refresh) identifier_last_refresh (None) None )comparison_operator (block (expression_statement (assignment (identifier_last_refresh) identifier_last_refresh (integer_0) integer_0 )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_current_time) identifier_current_time (parenthesized_expression (binary_operator (identifier_last_refresh) identifier_last_refresh (attribute (identifier_self) identifier_self (identifier_refresh_rate) identifier_refresh_rate )attribute )binary_operator )parenthesized_expression )comparison_operator (block (return_statement (True) True )return_statement )block )if_statement (return_statement (False) False )return_statement )block )function_definition )module
Check if it is ok to perform an http request.
(module (function_definition (function_name_release) function_name_release (parameters (identifier_no_master) identifier_no_master (identifier_release_type) identifier_release_type )parameters (block (try_statement (block (expression_statement (call (attribute (identifier_locale) identifier_locale (identifier_setlocale) identifier_setlocale )attribute (argument_list (attribute (identifier_locale) identifier_locale (identifier_LC_ALL) identifier_LC_ALL )attribute (string_'') string_'' )argument_list )call )expression_statement )block (except_clause (block (expression_statement (call (identifier_print) identifier_print (argument_list (string_"Warning: Unable to set locale. Expect encoding problems.") string_"Warning: Unable to set locale. Expect encoding problems." )argument_list )call )expression_statement )block )except_clause )try_statement (expression_statement (call (attribute (identifier_git) identifier_git (identifier_is_repo_clean) identifier_is_repo_clean )attribute (argument_list (keyword_argument (identifier_master) identifier_master (parenthesized_expression (not_operator (identifier_no_master) identifier_no_master )not_operator )parenthesized_expression )keyword_argument )argument_list )call )expression_statement (expression_statement (assignment (identifier_config) identifier_config (call (attribute (identifier_utils) identifier_utils (identifier_get_config) identifier_get_config )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_config) identifier_config (identifier_update) identifier_update )attribute (argument_list (call (attribute (identifier_utils) identifier_utils (identifier_get_dist_metadata) identifier_get_dist_metadata )attribute (argument_list )argument_list )call )argument_list )call )expression_statement (expression_statement (assignment (subscript (identifier_config) identifier_config (string_'project_dir') string_'project_dir' )subscript (call (identifier_Path) identifier_Path (argument_list (call (attribute (identifier_os) identifier_os (identifier_getcwd) identifier_getcwd )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_config) identifier_config (string_'release_type') string_'release_type' )subscript (identifier_release_type) identifier_release_type )assignment )expression_statement (with_statement (with_clause (with_item (as_pattern (call (attribute (identifier_tempfile) identifier_tempfile (identifier_TemporaryDirectory) identifier_TemporaryDirectory )attribute (argument_list (keyword_argument (identifier_prefix) identifier_prefix (string_'ap_tmp') string_'ap_tmp' )keyword_argument )argument_list )call (as_pattern_target (identifier_tmp_dir) identifier_tmp_dir )as_pattern_target )as_pattern )with_item )with_clause (block (expression_statement (assignment (subscript (identifier_config) identifier_config (string_'tmp_dir') string_'tmp_dir' )subscript (identifier_tmp_dir) identifier_tmp_dir )assignment )expression_statement (expression_statement (assignment (identifier_values) identifier_values (call (identifier_release_ui) identifier_release_ui (argument_list (identifier_config) identifier_config )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (call (identifier_type) identifier_type (argument_list (identifier_values) identifier_values )argument_list )call (identifier_str) identifier_str )comparison_operator (block (expression_statement (call (attribute (identifier_utils) identifier_utils (identifier_release) identifier_release )attribute (argument_list (keyword_argument (identifier_project_name) identifier_project_name (subscript (identifier_config) identifier_config (string_'project_name') string_'project_name' )subscript )keyword_argument (keyword_argument (identifier_tmp_dir) identifier_tmp_dir (identifier_tmp_dir) identifier_tmp_dir )keyword_argument (keyword_argument (identifier_project_dir) identifier_project_dir (subscript (identifier_config) identifier_config (string_'project_dir') string_'project_dir' )subscript )keyword_argument (keyword_argument (identifier_pypi_servers) identifier_pypi_servers (subscript (identifier_config) identifier_config (string_'pypi_servers') string_'pypi_servers' )subscript )keyword_argument (dictionary_splat (identifier_values) identifier_values )dictionary_splat )argument_list )call )expression_statement (expression_statement (call (identifier_print) identifier_print (argument_list (string_'New release options:') string_'New release options:' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_pprint) identifier_pprint (identifier_pprint) identifier_pprint )attribute (argument_list (identifier_values) identifier_values )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (identifier_print) identifier_print (argument_list (identifier_values) identifier_values )argument_list )call )expression_statement )block )else_clause )if_statement )block )with_statement )block )function_definition )module
Releases a new version
(module (function_definition (function_name_stratify_by_features) function_name_stratify_by_features (parameters (identifier_features) identifier_features (identifier_n_strata) identifier_n_strata (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_n_items) identifier_n_items (subscript (attribute (identifier_features) identifier_features (identifier_shape) identifier_shape )attribute (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (assignment (identifier_km) identifier_km (call (identifier_KMeans) identifier_KMeans (argument_list (keyword_argument (identifier_n_clusters) identifier_n_clusters (identifier_n_strata) identifier_n_strata )keyword_argument (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_allocations) identifier_allocations (call (attribute (identifier_km) identifier_km (identifier_fit_predict) identifier_fit_predict )attribute (argument_list (keyword_argument (identifier_X) identifier_X (identifier_features) identifier_features )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (identifier_Strata) identifier_Strata (argument_list (identifier_allocations) identifier_allocations )argument_list )call )return_statement )block )function_definition )module
Stratify by clustering the items in feature space Parameters ---------- features : array-like, shape=(n_items,n_features) feature matrix for the pool, where rows correspond to items and columns correspond to features. n_strata : int number of strata to create. **kwargs : passed to sklearn.cluster.KMeans Returns ------- Strata instance
(module (function_definition (function_name_sub_working_days) function_name_sub_working_days (parameters (identifier_self) identifier_self (identifier_day) identifier_day (identifier_delta) identifier_delta (default_parameter (identifier_extra_working_days) identifier_extra_working_days (None) None )default_parameter (default_parameter (identifier_extra_holidays) identifier_extra_holidays (None) None )default_parameter (default_parameter (identifier_keep_datetime) identifier_keep_datetime (False) False )default_parameter )parameters (block (expression_statement (assignment (identifier_delta) identifier_delta (call (identifier_abs) identifier_abs (argument_list (identifier_delta) identifier_delta )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_add_working_days) identifier_add_working_days )attribute (argument_list (identifier_day) identifier_day (unary_operator (identifier_delta) identifier_delta )unary_operator (identifier_extra_working_days) identifier_extra_working_days (identifier_extra_holidays) identifier_extra_holidays (keyword_argument (identifier_keep_datetime) identifier_keep_datetime (identifier_keep_datetime) identifier_keep_datetime )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Substract `delta` working days to the date. This method is a shortcut / helper. Users may want to use either:: cal.add_working_days(my_date, -7) cal.sub_working_days(my_date, 7) The other parameters are to be used exactly as in the ``add_working_days`` method. A negative ``delta`` argument will be converted into its absolute value. Hence, the two following calls are equivalent:: cal.sub_working_days(my_date, -7) cal.sub_working_days(my_date, 7) As in ``add_working_days()`` you can set the parameter ``keep_datetime`` to ``True`` to make sure that if your ``day`` argument is a ``datetime``, the returned date will also be a ``datetime`` object.
(module (function_definition (function_name__set_suffix_links) function_name__set_suffix_links (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__suffix_links_set) identifier__suffix_links_set )attribute (True) True )assignment )expression_statement (for_statement (pattern_list (identifier_current) identifier_current (identifier_parent) identifier_parent )pattern_list (call (attribute (identifier_self) identifier_self (identifier_bfs) identifier_bfs )attribute (argument_list )argument_list )call (block (if_statement (comparison_operator (identifier_parent) identifier_parent (None) None )comparison_operator (block (continue_statement )continue_statement )block )if_statement (expression_statement (assignment (attribute (identifier_current) identifier_current (identifier_longest_prefix) identifier_longest_prefix )attribute (attribute (identifier_parent) identifier_parent (identifier_longest_prefix) identifier_longest_prefix )attribute )assignment )expression_statement (if_statement (attribute (identifier_parent) identifier_parent (identifier_has_value) identifier_has_value )attribute (block (expression_statement (assignment (attribute (identifier_current) identifier_current (identifier_longest_prefix) identifier_longest_prefix )attribute (identifier_parent) identifier_parent )assignment )expression_statement )block )if_statement (if_statement (attribute (identifier_current) identifier_current (identifier_has_suffix) identifier_has_suffix )attribute (block (continue_statement )continue_statement )block )if_statement (expression_statement (assignment (identifier_suffix) identifier_suffix (identifier_parent) identifier_parent )assignment )expression_statement (while_statement (True) True (block (if_statement (not_operator (attribute (identifier_suffix) identifier_suffix (identifier_has_suffix) identifier_has_suffix )attribute )not_operator (block (expression_statement (assignment (attribute (identifier_current) identifier_current (identifier_suffix) identifier_suffix )attribute (attribute (identifier_self) identifier_self (identifier_root) identifier_root )attribute )assignment )expression_statement (break_statement )break_statement )block (else_clause (block (expression_statement (assignment (identifier_suffix) identifier_suffix (attribute (identifier_suffix) identifier_suffix (identifier_suffix) identifier_suffix )attribute )assignment )expression_statement )block )else_clause )if_statement (if_statement (comparison_operator (attribute (identifier_current) identifier_current (identifier_uplink) identifier_uplink )attribute (identifier_suffix) identifier_suffix )comparison_operator (block (expression_statement (assignment (attribute (identifier_current) identifier_current (identifier_suffix) identifier_suffix )attribute (subscript (identifier_suffix) identifier_suffix (attribute (identifier_current) identifier_current (identifier_uplink) identifier_uplink )attribute )subscript )assignment )expression_statement (break_statement )break_statement )block )if_statement )block )while_statement (expression_statement (assignment (identifier_suffix) identifier_suffix (attribute (identifier_current) identifier_current (identifier_suffix) identifier_suffix )attribute )assignment )expression_statement (while_statement (boolean_operator (not_operator (attribute (identifier_suffix) identifier_suffix (identifier_has_value) identifier_has_value )attribute )not_operator (attribute (identifier_suffix) identifier_suffix (identifier_has_suffix) identifier_has_suffix )attribute )boolean_operator (block (expression_statement (assignment (identifier_suffix) identifier_suffix (attribute (identifier_suffix) identifier_suffix (identifier_suffix) identifier_suffix )attribute )assignment )expression_statement )block )while_statement (if_statement (attribute (identifier_suffix) identifier_suffix (identifier_has_value) identifier_has_value )attribute (block (expression_statement (assignment (attribute (identifier_current) identifier_current (identifier_dict_suffix) identifier_dict_suffix )attribute (identifier_suffix) identifier_suffix )assignment )expression_statement )block )if_statement )block )for_statement )block )function_definition )module
Sets all suffix links in all nodes in this trie.
(module (function_definition (function_name_compose) function_name_compose (parameters (list_splat_pattern (identifier_fs) identifier_fs )list_splat_pattern )parameters (block (expression_statement (call (identifier_ensure_argcount) identifier_ensure_argcount (argument_list (identifier_fs) identifier_fs (keyword_argument (identifier_min_) identifier_min_ (integer_1) integer_1 )keyword_argument )argument_list )call )expression_statement (expression_statement (assignment (identifier_fs) identifier_fs (call (identifier_list) identifier_list (argument_list (call (identifier_imap) identifier_imap (argument_list (identifier_ensure_callable) identifier_ensure_callable (identifier_fs) identifier_fs )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_fs) identifier_fs )argument_list )call (integer_1) integer_1 )comparison_operator (block (return_statement (subscript (identifier_fs) identifier_fs (integer_0) integer_0 )subscript )return_statement )block )if_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_fs) identifier_fs )argument_list )call (integer_2) integer_2 )comparison_operator (block (expression_statement (assignment (pattern_list (identifier_f1) identifier_f1 (identifier_f2) identifier_f2 )pattern_list (identifier_fs) identifier_fs )assignment )expression_statement (return_statement (lambda (lambda_parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )lambda_parameters (call (identifier_f1) identifier_f1 (argument_list (call (identifier_f2) identifier_f2 (argument_list (list_splat (identifier_args) identifier_args )list_splat (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )argument_list )call )lambda )return_statement )block )if_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_fs) identifier_fs )argument_list )call (integer_3) integer_3 )comparison_operator (block (expression_statement (assignment (pattern_list (identifier_f1) identifier_f1 (identifier_f2) identifier_f2 (identifier_f3) identifier_f3 )pattern_list (identifier_fs) identifier_fs )assignment )expression_statement (return_statement (lambda (lambda_parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )lambda_parameters (call (identifier_f1) identifier_f1 (argument_list (call (identifier_f2) identifier_f2 (argument_list (call (identifier_f3) identifier_f3 (argument_list (list_splat (identifier_args) identifier_args )list_splat (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )argument_list )call )argument_list )call )lambda )return_statement )block )if_statement (expression_statement (call (attribute (identifier_fs) identifier_fs (identifier_reverse) identifier_reverse )attribute (argument_list )argument_list )call )expression_statement (function_definition (function_name_g) function_name_g (parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_x) identifier_x (call (subscript (identifier_fs) identifier_fs (integer_0) integer_0 )subscript (argument_list (list_splat (identifier_args) identifier_args )list_splat (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement (for_statement (identifier_f) identifier_f (subscript (identifier_fs) identifier_fs (slice (integer_1) integer_1 (colon) colon )slice )subscript (block (expression_statement (assignment (identifier_x) identifier_x (call (identifier_f) identifier_f (argument_list (identifier_x) identifier_x )argument_list )call )assignment )expression_statement )block )for_statement (return_statement (identifier_x) identifier_x )return_statement )block )function_definition (return_statement (identifier_g) identifier_g )return_statement )block )function_definition )module
Creates composition of the functions passed in. :param fs: One-argument functions, with the possible exception of last one that can accept arbitrary arguments :return: Function returning a result of functions from ``fs`` applied consecutively to the argument(s), in reverse order
(module (function_definition (function_name_set) function_name_set (parameters (identifier_self) identifier_self (identifier_instance) identifier_instance (identifier_value) identifier_value (dictionary_splat_pattern (identifier_kw) identifier_kw )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_value) identifier_value (call (attribute (call (identifier_str) identifier_str (argument_list (identifier_value) identifier_value )argument_list )call (identifier_decode) identifier_decode )attribute (argument_list (string_"base64") string_"base64" )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (string_"filename") string_"filename" (identifier_kw) identifier_kw )comparison_operator (block (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_debug) identifier_debug )attribute (argument_list (concatenated_string (string_"FielFieldManager::set: No Filename detected ") string_"FielFieldManager::set: No Filename detected " (string_"-> using title or id") string_"-> using title or id" )concatenated_string )argument_list )call )expression_statement (expression_statement (assignment (subscript (identifier_kw) identifier_kw (string_"filename") string_"filename" )subscript (boolean_operator (call (attribute (identifier_kw) identifier_kw (identifier_get) identifier_get )attribute (argument_list (string_"id") string_"id" )argument_list )call (call (attribute (identifier_kw) identifier_kw (identifier_get) identifier_get )attribute (argument_list (string_"title") string_"title" )argument_list )call )boolean_operator )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__set) identifier__set )attribute (argument_list (identifier_instance) identifier_instance (identifier_value) identifier_value (dictionary_splat (identifier_kw) identifier_kw )dictionary_splat )argument_list )call )expression_statement )block )function_definition )module
Decodes base64 value and set the file object
(module (function_definition (function_name_ActiveDates) function_name_ActiveDates (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (tuple_pattern (identifier_earliest) identifier_earliest (identifier_latest) identifier_latest )tuple_pattern (call (attribute (identifier_self) identifier_self (identifier_GetDateRange) identifier_GetDateRange )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_earliest) identifier_earliest (None) None )comparison_operator (block (return_statement (list )list )return_statement )block )if_statement (expression_statement (assignment (identifier_dates) identifier_dates (list )list )assignment )expression_statement (expression_statement (assignment (identifier_date_it) identifier_date_it (call (attribute (identifier_util) identifier_util (identifier_DateStringToDateObject) identifier_DateStringToDateObject )attribute (argument_list (identifier_earliest) identifier_earliest )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_date_end) identifier_date_end (call (attribute (identifier_util) identifier_util (identifier_DateStringToDateObject) identifier_DateStringToDateObject )attribute (argument_list (identifier_latest) identifier_latest )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_delta) identifier_delta (call (attribute (identifier_datetime) identifier_datetime (identifier_timedelta) identifier_timedelta )attribute (argument_list (keyword_argument (identifier_days) identifier_days (integer_1) integer_1 )keyword_argument )argument_list )call )assignment )expression_statement (while_statement (comparison_operator (identifier_date_it) identifier_date_it (identifier_date_end) identifier_date_end )comparison_operator (block (expression_statement (assignment (identifier_date_it_string) identifier_date_it_string (call (attribute (identifier_date_it) identifier_date_it (identifier_strftime) identifier_strftime )attribute (argument_list (string_"%Y%m%d") string_"%Y%m%d" )argument_list )call )assignment )expression_statement (if_statement (call (attribute (identifier_self) identifier_self (identifier_IsActiveOn) identifier_IsActiveOn )attribute (argument_list (identifier_date_it_string) identifier_date_it_string (identifier_date_it) identifier_date_it )argument_list )call (block (expression_statement (call (attribute (identifier_dates) identifier_dates (identifier_append) identifier_append )attribute (argument_list (identifier_date_it_string) identifier_date_it_string )argument_list )call )expression_statement )block )if_statement (expression_statement (assignment (identifier_date_it) identifier_date_it (binary_operator (identifier_date_it) identifier_date_it (identifier_delta) identifier_delta )binary_operator )assignment )expression_statement )block )while_statement (return_statement (identifier_dates) identifier_dates )return_statement )block )function_definition )module
Return dates this service period is active as a list of "YYYYMMDD".
(module (function_definition (function_name_sync) function_name_sync (parameters (identifier_self) identifier_self (identifier_data) identifier_data )parameters (block (for_statement (pattern_list (identifier_k) identifier_k (identifier_v) identifier_v )pattern_list (call (attribute (call (attribute (identifier_data) identifier_data (identifier_get) identifier_get )attribute (argument_list (string_'billing') string_'billing' (dictionary )dictionary )argument_list )call (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (expression_statement (call (identifier_setattr) identifier_setattr (argument_list (identifier_self) identifier_self (identifier_k) identifier_k (identifier_v) identifier_v )argument_list )call )expression_statement )block )for_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_card_number) identifier_card_number )attribute (call (attribute (call (attribute (identifier_data) identifier_data (identifier_get) identifier_get )attribute (argument_list (string_'credit_card') string_'credit_card' (dictionary )dictionary )argument_list )call (identifier_get) identifier_get )attribute (argument_list (string_'card_number') string_'card_number' (attribute (identifier_self) identifier_self (identifier_card_number) identifier_card_number )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_save) identifier_save )attribute (argument_list (keyword_argument (identifier_sync) identifier_sync (False) False )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Overwrite local customer payment profile data with remote data
(module (function_definition (function_name_apply) function_name_apply (parameters (identifier_self) identifier_self (identifier_arr) identifier_arr )parameters (block (for_statement (identifier_t) identifier_t (attribute (identifier_self) identifier_self (identifier_cpu_transforms) identifier_cpu_transforms )attribute (block (expression_statement (assignment (identifier_arr) identifier_arr (call (attribute (identifier_t) identifier_t (identifier_apply) identifier_apply )attribute (argument_list (identifier_arr) identifier_arr )argument_list )call )assignment )expression_statement )block )for_statement (return_statement (identifier_arr) identifier_arr )return_statement )block )function_definition )module
Apply all CPU transforms on an array.
(module (function_definition (function_name_log_likelihood) function_name_log_likelihood (parameters (identifier_covariance) identifier_covariance (identifier_precision) identifier_precision )parameters (block (assert_statement (comparison_operator (attribute (identifier_covariance) identifier_covariance (identifier_shape) identifier_shape )attribute (attribute (identifier_precision) identifier_precision (identifier_shape) identifier_shape )attribute )comparison_operator )assert_statement (expression_statement (assignment (pattern_list (identifier_dim) identifier_dim (identifier__) identifier__ )pattern_list (attribute (identifier_precision) identifier_precision (identifier_shape) identifier_shape )attribute )assignment )expression_statement (expression_statement (assignment (identifier_log_likelihood_) identifier_log_likelihood_ (parenthesized_expression (binary_operator (binary_operator (unary_operator (call (attribute (identifier_np) identifier_np (identifier_sum) identifier_sum )attribute (argument_list (binary_operator (identifier_covariance) identifier_covariance (identifier_precision) identifier_precision )binary_operator )argument_list )call )unary_operator (call (identifier_fast_logdet) identifier_fast_logdet (argument_list (identifier_precision) identifier_precision )argument_list )call )binary_operator (binary_operator (identifier_dim) identifier_dim (call (attribute (identifier_np) identifier_np (identifier_log) identifier_log )attribute (argument_list (binary_operator (integer_2) integer_2 (attribute (identifier_np) identifier_np (identifier_pi) identifier_pi )attribute )binary_operator )argument_list )call )binary_operator )binary_operator )parenthesized_expression )assignment )expression_statement (expression_statement (augmented_assignment (identifier_log_likelihood_) identifier_log_likelihood_ (float_2.) float_2. )augmented_assignment )expression_statement (return_statement (identifier_log_likelihood_) identifier_log_likelihood_ )return_statement )block )function_definition )module
Computes the log-likelihood between the covariance and precision estimate. Parameters ---------- covariance : 2D ndarray (n_features, n_features) Maximum Likelihood Estimator of covariance precision : 2D ndarray (n_features, n_features) The precision matrix of the covariance model to be tested Returns ------- log-likelihood
(module (function_definition (function_name_setup_default_permissions) function_name_setup_default_permissions (parameters (identifier_session) identifier_session (identifier_instance) identifier_instance )parameters (block (if_statement (boolean_operator (comparison_operator (identifier_instance) identifier_instance (attribute (identifier_session) identifier_session (identifier_new) identifier_new )attribute )comparison_operator (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_instance) identifier_instance (identifier_Entity) identifier_Entity )argument_list )call )not_operator )boolean_operator (block (return_statement )return_statement )block )if_statement (if_statement (not_operator (identifier_current_app) identifier_current_app )not_operator (block (return_statement )return_statement )block )if_statement (expression_statement (call (identifier__setup_default_permissions) identifier__setup_default_permissions (argument_list (identifier_instance) identifier_instance )argument_list )call )expression_statement )block )function_definition )module
Setup default permissions on newly created entities according to. :attr:`Entity.__default_permissions__`.
(module (function_definition (function_name_RattributesBM) function_name_RattributesBM (parameters (identifier_dataset) identifier_dataset (identifier_database) identifier_database (default_parameter (identifier_host) identifier_host (identifier_rbiomart_host) identifier_rbiomart_host )default_parameter )parameters (block (expression_statement (assignment (identifier_biomaRt) identifier_biomaRt (call (identifier_importr) identifier_importr (argument_list (string_"biomaRt") string_"biomaRt" )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_ensemblMart) identifier_ensemblMart (call (attribute (identifier_biomaRt) identifier_biomaRt (identifier_useMart) identifier_useMart )attribute (argument_list (identifier_database) identifier_database (keyword_argument (identifier_host) identifier_host (identifier_rbiomart_host) identifier_rbiomart_host )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_ensembl) identifier_ensembl (call (attribute (identifier_biomaRt) identifier_biomaRt (identifier_useDataset) identifier_useDataset )attribute (argument_list (identifier_dataset) identifier_dataset (keyword_argument (identifier_mart) identifier_mart (identifier_ensemblMart) identifier_ensemblMart )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_print) identifier_print (argument_list (call (attribute (identifier_biomaRt) identifier_biomaRt (identifier_listAttributes) identifier_listAttributes )attribute (argument_list (identifier_ensembl) identifier_ensembl )argument_list )call )argument_list )call )expression_statement )block )function_definition )module
Lists BioMart attributes through a RPY2 connection. :param dataset: a dataset listed in RdatasetsBM() :param database: a database listed in RdatabasesBM() :param host: address of the host server, default='www.ensembl.org' :returns: nothing
(module (function_definition (function_name_delete_file_or_tree) function_name_delete_file_or_tree (parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern )parameters (block (for_statement (identifier_f) identifier_f (identifier_args) identifier_args (block (try_statement (block (expression_statement (call (attribute (identifier_os) identifier_os (identifier_unlink) identifier_unlink )attribute (argument_list (identifier_f) identifier_f )argument_list )call )expression_statement )block (except_clause (identifier_OSError) identifier_OSError (block (expression_statement (call (attribute (identifier_shutil) identifier_shutil (identifier_rmtree) identifier_rmtree )attribute (argument_list (identifier_f) identifier_f (keyword_argument (identifier_ignore_errors) identifier_ignore_errors (True) True )keyword_argument )argument_list )call )expression_statement )block )except_clause )try_statement )block )for_statement )block )function_definition )module
For every path in args, try to delete it as a file or a directory tree. Ignores deletion errors.
(module (function_definition (function_name__estimate_runner_memory) function_name__estimate_runner_memory (parameters (identifier_json_file) identifier_json_file )parameters (block (with_statement (with_clause (with_item (as_pattern (call (identifier_open) identifier_open (argument_list (identifier_json_file) identifier_json_file )argument_list )call (as_pattern_target (identifier_in_handle) identifier_in_handle )as_pattern_target )as_pattern )with_item )with_clause (block (expression_statement (assignment (identifier_sinfo) identifier_sinfo (call (attribute (identifier_json) identifier_json (identifier_load) identifier_load )attribute (argument_list (identifier_in_handle) identifier_in_handle )argument_list )call )assignment )expression_statement )block )with_statement (expression_statement (assignment (identifier_num_parallel) identifier_num_parallel (integer_1) integer_1 )assignment )expression_statement (for_statement (identifier_key) identifier_key (list (string_"config__algorithm__variantcaller") string_"config__algorithm__variantcaller" (string_"description") string_"description" )list (block (expression_statement (assignment (identifier_item_counts) identifier_item_counts (list )list )assignment )expression_statement (expression_statement (assignment (identifier_n) identifier_n (integer_0) integer_0 )assignment )expression_statement (for_statement (identifier_val) identifier_val (parenthesized_expression (boolean_operator (call (attribute (identifier_sinfo) identifier_sinfo (identifier_get) identifier_get )attribute (argument_list (identifier_key) identifier_key )argument_list )call (list )list )boolean_operator )parenthesized_expression (block (expression_statement (augmented_assignment (identifier_n) identifier_n (integer_1) integer_1 )augmented_assignment )expression_statement (if_statement (identifier_val) identifier_val (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_val) identifier_val (tuple (identifier_list) identifier_list (identifier_tuple) identifier_tuple )tuple )argument_list )call (block (expression_statement (call (attribute (identifier_item_counts) identifier_item_counts (identifier_append) identifier_append )attribute (argument_list (call (identifier_len) identifier_len (argument_list (identifier_val) identifier_val )argument_list )call )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_item_counts) identifier_item_counts (identifier_append) identifier_append )attribute (argument_list (integer_1) integer_1 )argument_list )call )expression_statement )block )else_clause )if_statement )block )if_statement )block )for_statement (expression_statement (call (identifier_print) identifier_print (argument_list (identifier_key) identifier_key (identifier_n) identifier_n (identifier_item_counts) identifier_item_counts )argument_list )call )expression_statement (if_statement (boolean_operator (identifier_n) identifier_n (identifier_item_counts) identifier_item_counts )boolean_operator (block (expression_statement (assignment (identifier_num_parallel) identifier_num_parallel (binary_operator (identifier_n) identifier_n (call (identifier_max) identifier_max (argument_list (identifier_item_counts) identifier_item_counts )argument_list )call )binary_operator )assignment )expression_statement (break_statement )break_statement )block )if_statement )block )for_statement (if_statement (comparison_operator (identifier_num_parallel) identifier_num_parallel (integer_25) integer_25 )comparison_operator (block (return_statement (string_"3g") string_"3g" )return_statement )block )if_statement (if_statement (comparison_operator (identifier_num_parallel) identifier_num_parallel (integer_150) integer_150 )comparison_operator (block (return_statement (string_"6g") string_"6g" )return_statement )block (elif_clause (comparison_operator (identifier_num_parallel) identifier_num_parallel (integer_500) integer_500 )comparison_operator (block (return_statement (string_"12g") string_"12g" )return_statement )block )elif_clause (else_clause (block (return_statement (string_"24g") string_"24g" )return_statement )block )else_clause )if_statement )block )function_definition )module
Estimate Java memory requirements based on number of samples. A rough approach to selecting correct allocated memory for Cromwell.
(module (function_definition (function_name_min_ems) function_name_min_ems (parameters (identifier_self) identifier_self (typed_parameter (identifier_value) identifier_value (type (identifier_float) identifier_float )type )typed_parameter )parameters (type (string_'Size') string_'Size' )type (block (expression_statement (call (identifier_raise_not_number) identifier_raise_not_number (argument_list (identifier_value) identifier_value )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_minimum) identifier_minimum )attribute (call (attribute (string_'{}em') string_'{}em' (identifier_format) identifier_format )attribute (argument_list (identifier_value) identifier_value )argument_list )call )assignment )expression_statement (return_statement (identifier_self) identifier_self )return_statement )block )function_definition )module
Set the minimum size in ems.
(module (function_definition (function_name_generate_all_aliases) function_name_generate_all_aliases (parameters (identifier_fieldfile) identifier_fieldfile (identifier_include_global) identifier_include_global )parameters (block (expression_statement (assignment (identifier_all_options) identifier_all_options (call (attribute (identifier_aliases) identifier_aliases (identifier_all) identifier_all )attribute (argument_list (identifier_fieldfile) identifier_fieldfile (keyword_argument (identifier_include_global) identifier_include_global (identifier_include_global) identifier_include_global )keyword_argument )argument_list )call )assignment )expression_statement (if_statement (identifier_all_options) identifier_all_options (block (expression_statement (assignment (identifier_thumbnailer) identifier_thumbnailer (call (identifier_get_thumbnailer) identifier_get_thumbnailer (argument_list (identifier_fieldfile) identifier_fieldfile )argument_list )call )assignment )expression_statement (for_statement (pattern_list (identifier_key) identifier_key (identifier_options) identifier_options )pattern_list (call (attribute (identifier_six) identifier_six (identifier_iteritems) identifier_iteritems )attribute (argument_list (identifier_all_options) identifier_all_options )argument_list )call (block (expression_statement (assignment (subscript (identifier_options) identifier_options (string_'ALIAS') string_'ALIAS' )subscript (identifier_key) identifier_key )assignment )expression_statement (expression_statement (call (attribute (identifier_thumbnailer) identifier_thumbnailer (identifier_get_thumbnail) identifier_get_thumbnail )attribute (argument_list (identifier_options) identifier_options )argument_list )call )expression_statement )block )for_statement )block )if_statement )block )function_definition )module
Generate all of a file's aliases. :param fieldfile: A ``FieldFile`` instance. :param include_global: A boolean which determines whether to generate thumbnails for project-wide aliases in addition to field, model, and app specific aliases.
(module (function_definition (function_name_add_bookmark) function_name_add_bookmark (parameters (identifier_self) identifier_self (identifier_url) identifier_url (default_parameter (identifier_favorite) identifier_favorite (False) False )default_parameter (default_parameter (identifier_archive) identifier_archive (False) False )default_parameter (default_parameter (identifier_allow_duplicates) identifier_allow_duplicates (True) True )default_parameter )parameters (block (expression_statement (assignment (identifier_rdb_url) identifier_rdb_url (call (attribute (identifier_self) identifier_self (identifier__generate_url) identifier__generate_url )attribute (argument_list (string_'bookmarks') string_'bookmarks' )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_params) identifier_params (dictionary (pair (string_"url") string_"url" (identifier_url) identifier_url )pair (pair (string_"favorite") string_"favorite" (call (identifier_int) identifier_int (argument_list (identifier_favorite) identifier_favorite )argument_list )call )pair (pair (string_"archive") string_"archive" (call (identifier_int) identifier_int (argument_list (identifier_archive) identifier_archive )argument_list )call )pair (pair (string_"allow_duplicates") string_"allow_duplicates" (call (identifier_int) identifier_int (argument_list (identifier_allow_duplicates) identifier_allow_duplicates )argument_list )call )pair )dictionary )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_post) identifier_post )attribute (argument_list (identifier_rdb_url) identifier_rdb_url (identifier_params) identifier_params )argument_list )call )return_statement )block )function_definition )module
Adds given bookmark to the authenticated user. :param url: URL of the article to bookmark :param favorite: whether or not the bookmark should be favorited :param archive: whether or not the bookmark should be archived :param allow_duplicates: whether or not to allow duplicate bookmarks to be created for a given url
(module (function_definition (function_name_set) function_name_set (parameters (identifier_self) identifier_self (identifier_document_data) identifier_document_data (default_parameter (identifier_merge) identifier_merge (False) False )default_parameter )parameters (block (expression_statement (assignment (identifier_batch) identifier_batch (call (attribute (attribute (identifier_self) identifier_self (identifier__client) identifier__client )attribute (identifier_batch) identifier_batch )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_batch) identifier_batch (identifier_set) identifier_set )attribute (argument_list (identifier_self) identifier_self (identifier_document_data) identifier_document_data (keyword_argument (identifier_merge) identifier_merge (identifier_merge) identifier_merge )keyword_argument )argument_list )call )expression_statement (expression_statement (assignment (identifier_write_results) identifier_write_results (call (attribute (identifier_batch) identifier_batch (identifier_commit) identifier_commit )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (call (identifier__first_write_result) identifier__first_write_result (argument_list (identifier_write_results) identifier_write_results )argument_list )call )return_statement )block )function_definition )module
Replace the current document in the Firestore database. A write ``option`` can be specified to indicate preconditions of the "set" operation. If no ``option`` is specified and this document doesn't exist yet, this method will create it. Overwrites all content for the document with the fields in ``document_data``. This method performs almost the same functionality as :meth:`create`. The only difference is that this method doesn't make any requirements on the existence of the document (unless ``option`` is used), whereas as :meth:`create` will fail if the document already exists. Args: document_data (dict): Property names and values to use for replacing a document. merge (Optional[bool] or Optional[List<apispec>]): If True, apply merging instead of overwriting the state of the document. Returns: google.cloud.firestore_v1beta1.types.WriteResult: The write result corresponding to the committed document. A write result contains an ``update_time`` field.
(module (function_definition (function_name_set_block_name) function_name_set_block_name (parameters (identifier_self) identifier_self (identifier_index) identifier_index (identifier_name) identifier_name )parameters (block (if_statement (comparison_operator (identifier_name) identifier_name (None) None )comparison_operator (block (return_statement )return_statement )block )if_statement (expression_statement (call (attribute (call (attribute (identifier_self) identifier_self (identifier_GetMetaData) identifier_GetMetaData )attribute (argument_list (identifier_index) identifier_index )argument_list )call (identifier_Set) identifier_Set )attribute (argument_list (call (attribute (attribute (identifier_vtk) identifier_vtk (identifier_vtkCompositeDataSet) identifier_vtkCompositeDataSet )attribute (identifier_NAME) identifier_NAME )attribute (argument_list )argument_list )call (identifier_name) identifier_name )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_Modified) identifier_Modified )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
Set a block's string name at the specified index
(module (function_definition (function_name_dimension) function_name_dimension (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_dim) identifier_dim )attribute (integer_0) integer_0 )assignment )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__slices) identifier__slices )attribute (dictionary )dictionary )assignment )expression_statement (for_statement (identifier_stochastic) identifier_stochastic (attribute (identifier_self) identifier_self (identifier_stochastics) identifier_stochastics )attribute (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (attribute (identifier_stochastic) identifier_stochastic (identifier_value) identifier_value )attribute (attribute (identifier_np) identifier_np (identifier_matrix) identifier_matrix )attribute )argument_list )call (block (expression_statement (assignment (identifier_p_len) identifier_p_len (call (identifier_len) identifier_len (argument_list (call (attribute (attribute (attribute (identifier_stochastic) identifier_stochastic (identifier_value) identifier_value )attribute (identifier_A) identifier_A )attribute (identifier_ravel) identifier_ravel )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement )block (elif_clause (call (identifier_isinstance) identifier_isinstance (argument_list (attribute (identifier_stochastic) identifier_stochastic (identifier_value) identifier_value )attribute (attribute (identifier_np) identifier_np (identifier_ndarray) identifier_ndarray )attribute )argument_list )call (block (expression_statement (assignment (identifier_p_len) identifier_p_len (call (identifier_len) identifier_len (argument_list (call (attribute (attribute (identifier_stochastic) identifier_stochastic (identifier_value) identifier_value )attribute (identifier_ravel) identifier_ravel )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement )block )elif_clause (else_clause (block (expression_statement (assignment (identifier_p_len) identifier_p_len (integer_1) integer_1 )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__slices) identifier__slices )attribute (identifier_stochastic) identifier_stochastic )subscript (call (identifier_slice) identifier_slice (argument_list (attribute (identifier_self) identifier_self (identifier_dim) identifier_dim )attribute (binary_operator (attribute (identifier_self) identifier_self (identifier_dim) identifier_dim )attribute (identifier_p_len) identifier_p_len )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (augmented_assignment (attribute (identifier_self) identifier_self (identifier_dim) identifier_dim )attribute (identifier_p_len) identifier_p_len )augmented_assignment )expression_statement )block )for_statement )block )function_definition )module
Compute the dimension of the sampling space and identify the slices belonging to each stochastic.
(module (function_definition (function_name_write_values) function_name_write_values (parameters (identifier_self) identifier_self )parameters (block (return_statement (call (identifier_dict) identifier_dict (argument_list (generator_expression (tuple (identifier_k) identifier_k (attribute (identifier_v) identifier_v (identifier_value) identifier_value )attribute )tuple (for_in_clause (pattern_list (identifier_k) identifier_k (identifier_v) identifier_v )pattern_list (call (attribute (attribute (identifier_self) identifier_self (identifier__inputs) identifier__inputs )attribute (identifier_items) identifier_items )attribute (argument_list )argument_list )call )for_in_clause (if_clause (boolean_operator (not_operator (attribute (identifier_v) identifier_v (identifier_is_secret) identifier_is_secret )attribute )not_operator (not_operator (call (attribute (identifier_v) identifier_v (identifier_is_empty) identifier_is_empty )attribute (argument_list (False) False )argument_list )call )not_operator )boolean_operator )if_clause )generator_expression )argument_list )call )return_statement )block )function_definition )module
Return the dictionary with which to write values
(module (function_definition (function_name_push_tx) function_name_push_tx (parameters (identifier_self) identifier_self (identifier_crypto) identifier_crypto (identifier_tx_hex) identifier_tx_hex )parameters (block (expression_statement (assignment (identifier_url) identifier_url (binary_operator (string_"%s/pushtx") string_"%s/pushtx" (attribute (identifier_self) identifier_self (identifier_base_url) identifier_base_url )attribute )binary_operator )assignment )expression_statement (return_statement (attribute (call (attribute (identifier_self) identifier_self (identifier_post_url) identifier_post_url )attribute (argument_list (identifier_url) identifier_url (dictionary (pair (string_'hex') string_'hex' (identifier_tx_hex) identifier_tx_hex )pair )dictionary )argument_list )call (identifier_content) identifier_content )attribute )return_statement )block )function_definition )module
This method is untested.
(module (function_definition (function_name_GetConfiguredUsers) function_name_GetConfiguredUsers (parameters (identifier_self) identifier_self )parameters (block (if_statement (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_google_users_file) identifier_google_users_file )attribute )argument_list )call (block (expression_statement (assignment (identifier_users) identifier_users (call (attribute (call (identifier_open) identifier_open (argument_list (attribute (identifier_self) identifier_self (identifier_google_users_file) identifier_google_users_file )attribute )argument_list )call (identifier_readlines) identifier_readlines )attribute (argument_list )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_users) identifier_users (list )list )assignment )expression_statement )block )else_clause )if_statement (return_statement (list_comprehension (call (attribute (identifier_user) identifier_user (identifier_strip) identifier_strip )attribute (argument_list )argument_list )call (for_in_clause (identifier_user) identifier_user (identifier_users) identifier_users )for_in_clause )list_comprehension )return_statement )block )function_definition )module
Retrieve the list of configured Google user accounts. Returns: list, the username strings of users congfigured by Google.
(module (function_definition (function_name_extract_date) function_name_extract_date (parameters (identifier_cls) identifier_cls (identifier_date_str) identifier_date_str )parameters (block (if_statement (not_operator (identifier_date_str) identifier_date_str )not_operator (block (raise_statement (call (identifier_DateTimeFormatterException) identifier_DateTimeFormatterException (argument_list (call (attribute (string_'date_str must a valid string {}.') string_'date_str must a valid string {}.' (identifier_format) identifier_format )attribute (argument_list (identifier_date_str) identifier_date_str )argument_list )call )argument_list )call )raise_statement )block )if_statement (try_statement (block (return_statement (call (attribute (identifier_cls) identifier_cls (identifier__extract_timestamp) identifier__extract_timestamp )attribute (argument_list (identifier_date_str) identifier_date_str (attribute (identifier_cls) identifier_cls (identifier_DATE_FORMAT) identifier_DATE_FORMAT )attribute )argument_list )call )return_statement )block (except_clause (tuple (identifier_TypeError) identifier_TypeError (identifier_ValueError) identifier_ValueError )tuple (block (raise_statement (call (identifier_DateTimeFormatterException) identifier_DateTimeFormatterException (argument_list (call (attribute (string_'Invalid date string {}.') string_'Invalid date string {}.' (identifier_format) identifier_format )attribute (argument_list (identifier_date_str) identifier_date_str )argument_list )call )argument_list )call )raise_statement )block )except_clause )try_statement )block )function_definition )module
Tries to extract a `datetime` object from the given string, expecting date information only. Raises `DateTimeFormatterException` if the extraction fails.
(module (function_definition (function_name__get_basin_response_term) function_name__get_basin_response_term (parameters (identifier_self) identifier_self (identifier_C) identifier_C (identifier_z2pt5) identifier_z2pt5 )parameters (block (expression_statement (assignment (identifier_f_sed) identifier_f_sed (call (attribute (identifier_np) identifier_np (identifier_zeros) identifier_zeros )attribute (argument_list (call (identifier_len) identifier_len (argument_list (identifier_z2pt5) identifier_z2pt5 )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_idx) identifier_idx (comparison_operator (identifier_z2pt5) identifier_z2pt5 (float_1.0) float_1.0 )comparison_operator )assignment )expression_statement (expression_statement (assignment (subscript (identifier_f_sed) identifier_f_sed (identifier_idx) identifier_idx )subscript (binary_operator (parenthesized_expression (binary_operator (subscript (identifier_C) identifier_C (string_"c14") string_"c14" )subscript (binary_operator (subscript (identifier_C) identifier_C (string_"c15") string_"c15" )subscript (call (identifier_float) identifier_float (argument_list (subscript (attribute (identifier_self) identifier_self (identifier_CONSTS) identifier_CONSTS )attribute (string_"SJ") string_"SJ" )subscript )argument_list )call )binary_operator )binary_operator )parenthesized_expression (line_continuation_\) line_continuation_\ (parenthesized_expression (binary_operator (subscript (identifier_z2pt5) identifier_z2pt5 (identifier_idx) identifier_idx )subscript (float_1.0) float_1.0 )binary_operator )parenthesized_expression )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_idx) identifier_idx (comparison_operator (identifier_z2pt5) identifier_z2pt5 (float_3.0) float_3.0 )comparison_operator )assignment )expression_statement (expression_statement (assignment (subscript (identifier_f_sed) identifier_f_sed (identifier_idx) identifier_idx )subscript (binary_operator (binary_operator (binary_operator (subscript (identifier_C) identifier_C (string_"c16") string_"c16" )subscript (subscript (identifier_C) identifier_C (string_"k3") string_"k3" )subscript )binary_operator (call (identifier_exp) identifier_exp (argument_list (unary_operator (float_0.75) float_0.75 )unary_operator )argument_list )call )binary_operator (line_continuation_\) line_continuation_\ (parenthesized_expression (binary_operator (float_1.0) float_1.0 (call (attribute (identifier_np) identifier_np (identifier_exp) identifier_exp )attribute (argument_list (binary_operator (unary_operator (float_0.25) float_0.25 )unary_operator (parenthesized_expression (binary_operator (subscript (identifier_z2pt5) identifier_z2pt5 (identifier_idx) identifier_idx )subscript (float_3.0) float_3.0 )binary_operator )parenthesized_expression )binary_operator )argument_list )call )binary_operator )parenthesized_expression )binary_operator )assignment )expression_statement (return_statement (identifier_f_sed) identifier_f_sed )return_statement )block )function_definition )module
Returns the basin response term defined in equation 20
(module (function_definition (function_name__get_case_file_paths) function_name__get_case_file_paths (parameters (identifier_tmp_dir) identifier_tmp_dir (identifier_case) identifier_case (default_parameter (identifier_training_fraction) identifier_training_fraction (float_0.95) float_0.95 )default_parameter )parameters (block (expression_statement (assignment (identifier_paths) identifier_paths (call (attribute (attribute (identifier_tf) identifier_tf (identifier_gfile) identifier_gfile )attribute (identifier_Glob) identifier_Glob )attribute (argument_list (binary_operator (string_"%s/*.jpg") string_"%s/*.jpg" (identifier_tmp_dir) identifier_tmp_dir )binary_operator )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_paths) identifier_paths )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (binary_operator (string_"Search of tmp_dir (%s) ") string_"Search of tmp_dir (%s) " (identifier_tmp_dir) identifier_tmp_dir )binary_operator (string_"for subimage paths yielded an empty list, ") string_"for subimage paths yielded an empty list, " (string_"can't proceed with returning training/eval split.") string_"can't proceed with returning training/eval split." )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_split_index) identifier_split_index (call (identifier_int) identifier_int (argument_list (call (attribute (identifier_math) identifier_math (identifier_floor) identifier_floor )attribute (argument_list (binary_operator (call (identifier_len) identifier_len (argument_list (identifier_paths) identifier_paths )argument_list )call (identifier_training_fraction) identifier_training_fraction )binary_operator )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_split_index) identifier_split_index (call (identifier_len) identifier_len (argument_list (identifier_paths) identifier_paths )argument_list )call )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (binary_operator (concatenated_string (string_"For a path list of size %s ") string_"For a path list of size %s " (string_"and a training_fraction of %s ") string_"and a training_fraction of %s " (string_"the resulting split_index of the paths list, ") string_"the resulting split_index of the paths list, " (string_"%s, would leave no elements for the eval ") string_"%s, would leave no elements for the eval " (string_"condition.") string_"condition." )concatenated_string (tuple (call (identifier_len) identifier_len (argument_list (identifier_paths) identifier_paths )argument_list )call (identifier_training_fraction) identifier_training_fraction (identifier_split_index) identifier_split_index )tuple )binary_operator )argument_list )call )raise_statement )block )if_statement (if_statement (identifier_case) identifier_case (block (return_statement (subscript (identifier_paths) identifier_paths (slice (colon) colon (identifier_split_index) identifier_split_index )slice )subscript )return_statement )block (else_clause (block (return_statement (subscript (identifier_paths) identifier_paths (slice (identifier_split_index) identifier_split_index (colon) colon )slice )subscript )return_statement )block )else_clause )if_statement )block )function_definition )module
Obtain a list of image paths corresponding to training or eval case. Args: tmp_dir: str, the root path to which raw images were written, at the top level having meta/ and raw/ subdirs. case: bool, whether obtaining file paths for training (true) or eval (false). training_fraction: float, the fraction of the sub-image path list to consider as the basis for training examples. Returns: list: A list of file paths. Raises: ValueError: if images not found in tmp_dir, or if training_fraction would leave no examples for eval.
(module (function_definition (function_name_debug) function_name_debug (parameters (identifier_self) identifier_self (identifier_msg) identifier_msg (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (type (identifier_Task) identifier_Task )type (block (return_statement (call (attribute (identifier_self) identifier_self (identifier__make_log_task) identifier__make_log_task )attribute (argument_list (attribute (identifier_logging) identifier_logging (identifier_DEBUG) identifier_DEBUG )attribute (identifier_msg) identifier_msg (identifier_args) identifier_args (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
Log msg with severity 'DEBUG'. To pass exception information, use the keyword argument exc_info with a true value, e.g. await logger.debug("Houston, we have a %s", "thorny problem", exc_info=1)
(module (function_definition (function_name_calculate_output) function_name_calculate_output (parameters (identifier_self) identifier_self (identifier_variable_name) identifier_variable_name (identifier_period) identifier_period )parameters (block (expression_statement (assignment (identifier_variable) identifier_variable (call (attribute (attribute (identifier_self) identifier_self (identifier_tax_benefit_system) identifier_tax_benefit_system )attribute (identifier_get_variable) identifier_get_variable )attribute (argument_list (identifier_variable_name) identifier_variable_name (keyword_argument (identifier_check_existence) identifier_check_existence (True) True )keyword_argument )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_variable) identifier_variable (identifier_calculate_output) identifier_calculate_output )attribute (None) None )comparison_operator (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_calculate) identifier_calculate )attribute (argument_list (identifier_variable_name) identifier_variable_name (identifier_period) identifier_period )argument_list )call )return_statement )block )if_statement (return_statement (call (attribute (identifier_variable) identifier_variable (identifier_calculate_output) identifier_calculate_output )attribute (argument_list (identifier_self) identifier_self (identifier_variable_name) identifier_variable_name (identifier_period) identifier_period )argument_list )call )return_statement )block )function_definition )module
Calculate the value of a variable using the ``calculate_output`` attribute of the variable.
(module (function_definition (function_name_evaluate_dir) function_name_evaluate_dir (parameters (identifier_sample_dir) identifier_sample_dir )parameters (block (expression_statement (assignment (identifier_results) identifier_results (list )list )assignment )expression_statement (if_statement (comparison_operator (subscript (identifier_sample_dir) identifier_sample_dir (unary_operator (integer_1) integer_1 )unary_operator )subscript (string_"/") string_"/" )comparison_operator (block (expression_statement (assignment (identifier_sample_dir) identifier_sample_dir (subscript (identifier_sample_dir) identifier_sample_dir (slice (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )assignment )expression_statement )block )if_statement (for_statement (identifier_filename) identifier_filename (call (attribute (identifier_glob) identifier_glob (identifier_glob) identifier_glob )attribute (argument_list (binary_operator (string_"%s/*.inkml") string_"%s/*.inkml" (identifier_sample_dir) identifier_sample_dir )binary_operator )argument_list )call (block (expression_statement (call (attribute (identifier_results) identifier_results (identifier_append) identifier_append )attribute (argument_list (call (identifier_evaluate_inkml) identifier_evaluate_inkml (argument_list (identifier_filename) identifier_filename )argument_list )call )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_results) identifier_results )return_statement )block )function_definition )module
Evaluate all recordings in `sample_dir`. Parameters ---------- sample_dir : string The path to a directory with *.inkml files. Returns ------- list of dictionaries Each dictionary contains the keys 'filename' and 'results', where 'results' itself is a list of dictionaries. Each of the results has the keys 'latex' and 'probability'
(module (function_definition (function_name_cleanup) function_name_cleanup (parameters (identifier_logger) identifier_logger (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern )parameters (block (for_statement (identifier_obj) identifier_obj (identifier_args) identifier_args (block (if_statement (boolean_operator (comparison_operator (identifier_obj) identifier_obj (None) None )comparison_operator (call (identifier_hasattr) identifier_hasattr (argument_list (identifier_obj) identifier_obj (string_'cleanup') string_'cleanup' )argument_list )call )boolean_operator (block (try_statement (block (expression_statement (call (attribute (identifier_obj) identifier_obj (identifier_cleanup) identifier_cleanup )attribute (argument_list )argument_list )call )expression_statement )block (except_clause (identifier_NotImplementedError) identifier_NotImplementedError (block (pass_statement )pass_statement )block )except_clause (except_clause (identifier_Exception) identifier_Exception (block (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_exception) identifier_exception )attribute (argument_list (string_"Unable to cleanup %s object") string_"Unable to cleanup %s object" (identifier_obj) identifier_obj )argument_list )call )expression_statement )block )except_clause )try_statement )block )if_statement )block )for_statement )block )function_definition )module
Environment's cleanup routine.
(module (function_definition (function_name_compress) function_name_compress (parameters (identifier_data) identifier_data (default_parameter (identifier_compresslevel) identifier_compresslevel (integer_9) integer_9 )default_parameter )parameters (block (expression_statement (assignment (identifier_buf) identifier_buf (call (identifier_BytesIO) identifier_BytesIO (argument_list )argument_list )call )assignment )expression_statement (with_statement (with_clause (with_item (as_pattern (call (identifier_open_fileobj) identifier_open_fileobj (argument_list (identifier_buf) identifier_buf (string_'wb') string_'wb' (identifier_compresslevel) identifier_compresslevel )argument_list )call (as_pattern_target (identifier_ogz) identifier_ogz )as_pattern_target )as_pattern )with_item )with_clause (block (if_statement (boolean_operator (attribute (identifier_six) identifier_six (identifier_PY3) identifier_PY3 )attribute (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_data) identifier_data (identifier_bytes) identifier_bytes )argument_list )call )not_operator )boolean_operator (block (expression_statement (assignment (identifier_data) identifier_data (call (attribute (identifier_data) identifier_data (identifier_encode) identifier_encode )attribute (argument_list (identifier___salt_system_encoding__) identifier___salt_system_encoding__ )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_ogz) identifier_ogz (identifier_write) identifier_write )attribute (argument_list (identifier_data) identifier_data )argument_list )call )expression_statement )block )with_statement (expression_statement (assignment (identifier_compressed) identifier_compressed (call (attribute (identifier_buf) identifier_buf (identifier_getvalue) identifier_getvalue )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (identifier_compressed) identifier_compressed )return_statement )block )function_definition )module
Returns the data compressed at gzip level compression.
(module (function_definition (function_name_prepare) function_name_prepare (parameters (identifier_self) identifier_self (identifier_data_batch) identifier_data_batch (default_parameter (identifier_sparse_row_id_fn) identifier_sparse_row_id_fn (None) None )default_parameter )parameters (block (expression_statement (call (attribute (call (identifier_super) identifier_super (argument_list (identifier_SVRGModule) identifier_SVRGModule (identifier_self) identifier_self )argument_list )call (identifier_prepare) identifier_prepare )attribute (argument_list (identifier_data_batch) identifier_data_batch (keyword_argument (identifier_sparse_row_id_fn) identifier_sparse_row_id_fn (identifier_sparse_row_id_fn) identifier_sparse_row_id_fn )keyword_argument )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__mod_aux) identifier__mod_aux )attribute (identifier_prepare) identifier_prepare )attribute (argument_list (identifier_data_batch) identifier_data_batch (keyword_argument (identifier_sparse_row_id_fn) identifier_sparse_row_id_fn (identifier_sparse_row_id_fn) identifier_sparse_row_id_fn )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Prepares two modules for processing a data batch. Usually involves switching bucket and reshaping. For modules that contain `row_sparse` parameters in KVStore, it prepares the `row_sparse` parameters based on the sparse_row_id_fn. When KVStore is used to update parameters for multi-device or multi-machine training, a copy of the parameters are stored in KVStore. Note that for `row_sparse` parameters, the `update()` updates the copy of parameters in KVStore, but doesn't broadcast the updated parameters to all devices / machines. The `prepare` function is used to broadcast `row_sparse` parameters with the next batch of data. Parameters ---------- data_batch : DataBatch The current batch of data for forward computation. sparse_row_id_fn : A callback function The function takes `data_batch` as an input and returns a dict of str -> NDArray. The resulting dict is used for pulling row_sparse parameters from the kvstore, where the str key is the name of the param, and the value is the row id of the param to pull.
(module (function_definition (function_name_statistic_recommend) function_name_statistic_recommend (parameters (identifier_classes) identifier_classes (identifier_P) identifier_P )parameters (block (if_statement (call (identifier_imbalance_check) identifier_imbalance_check (argument_list (identifier_P) identifier_P )argument_list )call (block (return_statement (identifier_IMBALANCED_RECOMMEND) identifier_IMBALANCED_RECOMMEND )return_statement )block )if_statement (if_statement (call (identifier_binary_check) identifier_binary_check (argument_list (identifier_classes) identifier_classes )argument_list )call (block (return_statement (identifier_BINARY_RECOMMEND) identifier_BINARY_RECOMMEND )return_statement )block )if_statement (return_statement (identifier_MULTICLASS_RECOMMEND) identifier_MULTICLASS_RECOMMEND )return_statement )block )function_definition )module
Return recommend parameters which are more suitable due to the input dataset characteristics. :param classes: all classes name :type classes : list :param P: condition positive :type P : dict :return: recommendation_list as list
(module (function_definition (function_name__load_scalar_fit) function_name__load_scalar_fit (parameters (identifier_self) identifier_self (default_parameter (identifier_fit_key) identifier_fit_key (None) None )default_parameter (default_parameter (identifier_h5file) identifier_h5file (None) None )default_parameter (default_parameter (identifier_fit_data) identifier_fit_data (None) None )default_parameter )parameters (block (if_statement (binary_operator (parenthesized_expression (comparison_operator (identifier_fit_key) identifier_fit_key (None) None )comparison_operator )parenthesized_expression (parenthesized_expression (comparison_operator (identifier_h5file) identifier_h5file (None) None )comparison_operator )parenthesized_expression )binary_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (concatenated_string (string_"Either specify both fit_key and h5file, or") string_"Either specify both fit_key and h5file, or" (string_" neither") string_" neither" )concatenated_string )argument_list )call )raise_statement )block )if_statement (if_statement (not_operator (parenthesized_expression (binary_operator (parenthesized_expression (comparison_operator (identifier_fit_key) identifier_fit_key (None) None )comparison_operator )parenthesized_expression (parenthesized_expression (comparison_operator (identifier_fit_data) identifier_fit_data (None) None )comparison_operator )parenthesized_expression )binary_operator )parenthesized_expression )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"Specify exactly one of fit_key and fit_data.") string_"Specify exactly one of fit_key and fit_data." )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (identifier_fit_data) identifier_fit_data (None) None )comparison_operator (block (expression_statement (assignment (identifier_fit_data) identifier_fit_data (call (attribute (identifier_self) identifier_self (identifier__read_dict) identifier__read_dict )attribute (argument_list (subscript (identifier_h5file) identifier_h5file (identifier_fit_key) identifier_fit_key )subscript )argument_list )call )assignment )expression_statement )block )if_statement (if_statement (boolean_operator (comparison_operator (string_'fitType') string_'fitType' (call (attribute (identifier_fit_data) identifier_fit_data (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call )comparison_operator (comparison_operator (subscript (identifier_fit_data) identifier_fit_data (string_'fitType') string_'fitType' )subscript (string_'GPR') string_'GPR' )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_fit) identifier_fit (call (attribute (attribute (identifier__eval_pysur) identifier__eval_pysur (identifier_evaluate_fit) identifier_evaluate_fit )attribute (identifier_getGPRFitAndErrorEvaluator) identifier_getGPRFitAndErrorEvaluator )attribute (argument_list (identifier_fit_data) identifier_fit_data )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_fit) identifier_fit (call (attribute (attribute (identifier__eval_pysur) identifier__eval_pysur (identifier_evaluate_fit) identifier_evaluate_fit )attribute (identifier_getFitEvaluator) identifier_getFitEvaluator )attribute (argument_list (identifier_fit_data) identifier_fit_data )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (return_statement (identifier_fit) identifier_fit )return_statement )block )function_definition )module
Loads a single fit
(module (function_definition (function_name_lock) function_name_lock (parameters (identifier_self) identifier_self (default_parameter (identifier_container) identifier_container (None) None )default_parameter )parameters (block (expression_statement (string_"Wait for lock acquire") string_"Wait for lock acquire" )expression_statement (if_statement (comparison_operator (identifier_container) identifier_container (None) None )comparison_operator (block (expression_statement (assignment (identifier_container) identifier_container (call (attribute (identifier_RoutineContainer) identifier_RoutineContainer (identifier_get_container) identifier_get_container )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_scheduler) identifier_scheduler )attribute )argument_list )call )assignment )expression_statement )block )if_statement (if_statement (attribute (identifier_self) identifier_self (identifier_locked) identifier_locked )attribute (block (pass_statement )pass_statement )block (elif_clause (attribute (identifier_self) identifier_self (identifier_lockroutine) identifier_lockroutine )attribute (block (expression_statement (await (call (attribute (identifier_LockedEvent) identifier_LockedEvent (identifier_createMatcher) identifier_createMatcher )attribute (argument_list (identifier_self) identifier_self )argument_list )call )await )expression_statement )block )elif_clause (else_clause (block (expression_statement (await (call (attribute (identifier_container) identifier_container (identifier_wait_for_send) identifier_wait_for_send )attribute (argument_list (call (identifier_LockEvent) identifier_LockEvent (argument_list (attribute (identifier_self) identifier_self (identifier_context) identifier_context )attribute (attribute (identifier_self) identifier_self (identifier_key) identifier_key )attribute (identifier_self) identifier_self )argument_list )call )argument_list )call )await )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_locked) identifier_locked )attribute (True) True )assignment )expression_statement )block )else_clause )if_statement )block )function_definition )module
Wait for lock acquire
(module (function_definition (function_name_restore) function_name_restore (parameters (identifier_self) identifier_self )parameters (block (expression_statement (string_'Restore the file') string_'Restore the file' )expression_statement (if_statement (not_operator (attribute (identifier_self) identifier_self (identifier_deleted) identifier_deleted )attribute )not_operator (block (raise_statement (call (identifier_JFSError) identifier_JFSError (argument_list (string_'Tried to restore a not deleted file') string_'Tried to restore a not deleted file' )argument_list )call )raise_statement )block )if_statement (raise_statement (call (identifier_NotImplementedError) identifier_NotImplementedError (argument_list (string_'Jottacloud has changed the restore API. Please use jottacloud.com in a browser, for now.') string_'Jottacloud has changed the restore API. Please use jottacloud.com in a browser, for now.' )argument_list )call )raise_statement (expression_statement (assignment (identifier_url) identifier_url (binary_operator (string_'https://www.jottacloud.com/rest/webrest/%s/action/restore') string_'https://www.jottacloud.com/rest/webrest/%s/action/restore' (attribute (attribute (identifier_self) identifier_self (identifier_jfs) identifier_jfs )attribute (identifier_username) identifier_username )attribute )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (dictionary (pair (string_'paths[]') string_'paths[]' (call (attribute (attribute (identifier_self) identifier_self (identifier_path) identifier_path )attribute (identifier_replace) identifier_replace )attribute (argument_list (identifier_JFS_ROOT) identifier_JFS_ROOT (string_'') string_'' )argument_list )call )pair (pair (string_'web') string_'web' (string_'true') string_'true' )pair (pair (string_'ts') string_'ts' (call (identifier_int) identifier_int (argument_list (call (attribute (identifier_time) identifier_time (identifier_time) identifier_time )attribute (argument_list )argument_list )call )argument_list )call )pair (pair (string_'authToken') string_'authToken' (integer_0) integer_0 )pair )dictionary )assignment )expression_statement (expression_statement (assignment (identifier_r) identifier_r (call (attribute (attribute (identifier_self) identifier_self (identifier_jfs) identifier_jfs )attribute (identifier_post) identifier_post )attribute (argument_list (identifier_url) identifier_url (keyword_argument (identifier_content) identifier_content (identifier_data) identifier_data )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (identifier_r) identifier_r )return_statement )block )function_definition )module
Restore the file
(module (function_definition (function_name_iam_device_info) function_name_iam_device_info (parameters (identifier_self) identifier_self (identifier_apdu) identifier_apdu )parameters (block (if_statement (identifier__debug) identifier__debug (block (expression_statement (call (attribute (identifier_DeviceInfoCache) identifier_DeviceInfoCache (identifier__debug) identifier__debug )attribute (argument_list (string_"iam_device_info %r") string_"iam_device_info %r" (identifier_apdu) identifier_apdu )argument_list )call )expression_statement )block )if_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_apdu) identifier_apdu (identifier_IAmRequest) identifier_IAmRequest )argument_list )call )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (binary_operator (string_"not an IAmRequest: %r") string_"not an IAmRequest: %r" (tuple (identifier_apdu) identifier_apdu )tuple )binary_operator )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_device_instance) identifier_device_instance (subscript (attribute (identifier_apdu) identifier_apdu (identifier_iAmDeviceIdentifier) identifier_iAmDeviceIdentifier )attribute (integer_1) integer_1 )subscript )assignment )expression_statement (expression_statement (assignment (identifier_device_info) identifier_device_info (call (attribute (attribute (identifier_self) identifier_self (identifier_cache) identifier_cache )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_device_instance) identifier_device_instance (None) None )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_device_info) identifier_device_info )not_operator (block (expression_statement (assignment (identifier_device_info) identifier_device_info (call (attribute (attribute (identifier_self) identifier_self (identifier_cache) identifier_cache )attribute (identifier_get) identifier_get )attribute (argument_list (attribute (identifier_apdu) identifier_apdu (identifier_pduSource) identifier_pduSource )attribute (None) None )argument_list )call )assignment )expression_statement )block )if_statement (if_statement (not_operator (identifier_device_info) identifier_device_info )not_operator (block (expression_statement (assignment (identifier_device_info) identifier_device_info (call (attribute (identifier_self) identifier_self (identifier_device_info_class) identifier_device_info_class )attribute (argument_list (identifier_device_instance) identifier_device_instance (attribute (identifier_apdu) identifier_apdu (identifier_pduSource) identifier_pduSource )attribute )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (attribute (identifier_device_info) identifier_device_info (identifier_deviceIdentifier) identifier_deviceIdentifier )attribute (identifier_device_instance) identifier_device_instance )assignment )expression_statement (expression_statement (assignment (attribute (identifier_device_info) identifier_device_info (identifier_address) identifier_address )attribute (attribute (identifier_apdu) identifier_apdu (identifier_pduSource) identifier_pduSource )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_device_info) identifier_device_info (identifier_maxApduLengthAccepted) identifier_maxApduLengthAccepted )attribute (attribute (identifier_apdu) identifier_apdu (identifier_maxAPDULengthAccepted) identifier_maxAPDULengthAccepted )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_device_info) identifier_device_info (identifier_segmentationSupported) identifier_segmentationSupported )attribute (attribute (identifier_apdu) identifier_apdu (identifier_segmentationSupported) identifier_segmentationSupported )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_device_info) identifier_device_info (identifier_vendorID) identifier_vendorID )attribute (attribute (identifier_apdu) identifier_apdu (identifier_vendorID) identifier_vendorID )attribute )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_update_device_info) identifier_update_device_info )attribute (argument_list (identifier_device_info) identifier_device_info )argument_list )call )expression_statement )block )function_definition )module
Create a device information record based on the contents of an IAmRequest and put it in the cache.
(module (function_definition (function_name_get_point_cloud) function_name_get_point_cloud (parameters (identifier_self) identifier_self (identifier_pair) identifier_pair )parameters (block (expression_statement (assignment (identifier_disparity) identifier_disparity (call (attribute (attribute (identifier_self) identifier_self (identifier_block_matcher) identifier_block_matcher )attribute (identifier_get_disparity) identifier_get_disparity )attribute (argument_list (identifier_pair) identifier_pair )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_points) identifier_points (call (attribute (attribute (identifier_self) identifier_self (identifier_block_matcher) identifier_block_matcher )attribute (identifier_get_3d) identifier_get_3d )attribute (argument_list (identifier_disparity) identifier_disparity (attribute (attribute (identifier_self) identifier_self (identifier_calibration) identifier_calibration )attribute (identifier_disp_to_depth_mat) identifier_disp_to_depth_mat )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_colors) identifier_colors (call (attribute (identifier_cv2) identifier_cv2 (identifier_cvtColor) identifier_cvtColor )attribute (argument_list (subscript (identifier_pair) identifier_pair (integer_0) integer_0 )subscript (attribute (identifier_cv2) identifier_cv2 (identifier_COLOR_BGR2RGB) identifier_COLOR_BGR2RGB )attribute )argument_list )call )assignment )expression_statement (return_statement (call (identifier_PointCloud) identifier_PointCloud (argument_list (identifier_points) identifier_points (identifier_colors) identifier_colors )argument_list )call )return_statement )block )function_definition )module
Get 3D point cloud from image pair.
(module (function_definition (function_name_send_text) function_name_send_text (parameters (identifier_self) identifier_self (identifier_text) identifier_text (dictionary_splat_pattern (identifier_options) identifier_options )dictionary_splat_pattern )parameters (block (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_bot) identifier_bot )attribute (identifier_send_message) identifier_send_message )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_id) identifier_id )attribute (identifier_text) identifier_text (dictionary_splat (identifier_options) identifier_options )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
Send a text message to the chat. :param str text: Text of the message to send :param options: Additional sendMessage options (see https://core.telegram.org/bots/api#sendmessage
(module (function_definition (function_name_generate_proto) function_name_generate_proto (parameters (identifier_source) identifier_source (default_parameter (identifier_require) identifier_require (True) True )default_parameter )parameters (block (if_statement (boolean_operator (not_operator (identifier_require) identifier_require )not_operator (not_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_source) identifier_source )argument_list )call )not_operator )boolean_operator (block (return_statement )return_statement )block )if_statement (expression_statement (assignment (identifier_output) identifier_output (call (attribute (call (attribute (identifier_source) identifier_source (identifier_replace) identifier_replace )attribute (argument_list (string_".proto") string_".proto" (string_"_pb2.py") string_"_pb2.py" )argument_list )call (identifier_replace) identifier_replace )attribute (argument_list (string_"../src/") string_"../src/" (string_"") string_"" )argument_list )call )assignment )expression_statement (if_statement (parenthesized_expression (boolean_operator (not_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_output) identifier_output )argument_list )call )not_operator (parenthesized_expression (boolean_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_source) identifier_source )argument_list )call (comparison_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_getmtime) identifier_getmtime )attribute (argument_list (identifier_source) identifier_source )argument_list )call (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_getmtime) identifier_getmtime )attribute (argument_list (identifier_output) identifier_output )argument_list )call )comparison_operator )boolean_operator )parenthesized_expression )boolean_operator )parenthesized_expression (block (expression_statement (call (identifier_print) identifier_print (argument_list (binary_operator (string_"Generating %s...") string_"Generating %s..." (identifier_output) identifier_output )binary_operator )argument_list )call )expression_statement (if_statement (not_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_source) identifier_source )argument_list )call )not_operator (block (expression_statement (call (attribute (attribute (identifier_sys) identifier_sys (identifier_stderr) identifier_stderr )attribute (identifier_write) identifier_write )attribute (argument_list (binary_operator (string_"Can't find required file: %s\n") string_"Can't find required file: %s\n" (identifier_source) identifier_source )binary_operator )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_sys) identifier_sys (identifier_exit) identifier_exit )attribute (argument_list (unary_operator (integer_1) integer_1 )unary_operator )argument_list )call )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_protoc) identifier_protoc (None) None )comparison_operator (block (expression_statement (call (attribute (attribute (identifier_sys) identifier_sys (identifier_stderr) identifier_stderr )attribute (identifier_write) identifier_write )attribute (argument_list (concatenated_string (string_"protoc is not installed nor found in ../src. Please compile it ") string_"protoc is not installed nor found in ../src. Please compile it " (string_"or install the binary package.\n") string_"or install the binary package.\n" )concatenated_string )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_sys) identifier_sys (identifier_exit) identifier_exit )attribute (argument_list (unary_operator (integer_1) integer_1 )unary_operator )argument_list )call )expression_statement )block )if_statement (expression_statement (assignment (identifier_protoc_command) identifier_protoc_command (list (identifier_protoc) identifier_protoc (string_"-I../src") string_"-I../src" (string_"-I.") string_"-I." (string_"--python_out=.") string_"--python_out=." (identifier_source) identifier_source )list )assignment )expression_statement (if_statement (comparison_operator (call (attribute (identifier_subprocess) identifier_subprocess (identifier_call) identifier_call )attribute (argument_list (identifier_protoc_command) identifier_protoc_command )argument_list )call (integer_0) integer_0 )comparison_operator (block (expression_statement (call (attribute (identifier_sys) identifier_sys (identifier_exit) identifier_exit )attribute (argument_list (unary_operator (integer_1) integer_1 )unary_operator )argument_list )call )expression_statement )block )if_statement )block )if_statement )block )function_definition )module
Invokes the Protocol Compiler to generate a _pb2.py from the given .proto file. Does nothing if the output already exists and is newer than the input.
(module (function_definition (function_name_race) function_name_race (parameters (identifier_iterable) identifier_iterable (default_parameter (identifier_loop) identifier_loop (None) None )default_parameter (default_parameter (identifier_timeout) identifier_timeout (None) None )default_parameter (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kw) identifier_kw )dictionary_splat_pattern )parameters (block (expression_statement (call (identifier_assert_iter) identifier_assert_iter (argument_list (keyword_argument (identifier_iterable) identifier_iterable (identifier_iterable) identifier_iterable )keyword_argument )argument_list )call )expression_statement (expression_statement (assignment (identifier_coros) identifier_coros (list )list )assignment )expression_statement (expression_statement (assignment (identifier_resolved) identifier_resolved (False) False )assignment )expression_statement (expression_statement (assignment (identifier_result) identifier_result (None) None )assignment )expression_statement (decorated_definition (decorator (attribute (identifier_asyncio) identifier_asyncio (identifier_coroutine) identifier_coroutine )attribute )decorator (function_definition (function_name_resolver) function_name_resolver (parameters (identifier_index) identifier_index (identifier_coro) identifier_coro )parameters (block (nonlocal_statement (identifier_result) identifier_result )nonlocal_statement (nonlocal_statement (identifier_resolved) identifier_resolved )nonlocal_statement (expression_statement (assignment (identifier_value) identifier_value (yield (identifier_coro) identifier_coro )yield )assignment )expression_statement (if_statement (not_operator (identifier_resolved) identifier_resolved )not_operator (block (expression_statement (assignment (identifier_resolved) identifier_resolved (True) True )assignment )expression_statement (expression_statement (assignment (identifier_result) identifier_result (identifier_value) identifier_value )assignment )expression_statement (for_statement (pattern_list (identifier__index) identifier__index (identifier_future) identifier_future )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (identifier_coros) identifier_coros )argument_list )call (block (if_statement (comparison_operator (identifier__index) identifier__index (identifier_index) identifier_index )comparison_operator (block (expression_statement (call (attribute (identifier_future) identifier_future (identifier_cancel) identifier_cancel )attribute (argument_list )argument_list )call )expression_statement )block )if_statement )block )for_statement )block )if_statement )block )function_definition )decorated_definition (for_statement (pattern_list (identifier_index) identifier_index (identifier_coro) identifier_coro )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (identifier_iterable) identifier_iterable )argument_list )call (block (expression_statement (assignment (identifier_isfunction) identifier_isfunction (call (attribute (identifier_asyncio) identifier_asyncio (identifier_iscoroutinefunction) identifier_iscoroutinefunction )attribute (argument_list (identifier_coro) identifier_coro )argument_list )call )assignment )expression_statement (if_statement (boolean_operator (not_operator (identifier_isfunction) identifier_isfunction )not_operator (not_operator (call (attribute (identifier_asyncio) identifier_asyncio (identifier_iscoroutine) identifier_iscoroutine )attribute (argument_list (identifier_coro) identifier_coro )argument_list )call )not_operator )boolean_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_'paco: coro must be a coroutine or coroutine function') string_'paco: coro must be a coroutine or coroutine function' )argument_list )call )raise_statement )block )if_statement (if_statement (identifier_isfunction) identifier_isfunction (block (expression_statement (assignment (identifier_coro) identifier_coro (call (identifier_coro) identifier_coro (argument_list (list_splat (identifier_args) identifier_args )list_splat (dictionary_splat (identifier_kw) identifier_kw )dictionary_splat )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_coros) identifier_coros (identifier_append) identifier_append )attribute (argument_list (call (identifier_ensure_future) identifier_ensure_future (argument_list (call (identifier_resolver) identifier_resolver (argument_list (identifier_index) identifier_index (identifier_coro) identifier_coro )argument_list )call )argument_list )call )argument_list )call )expression_statement )block )for_statement (expression_statement (yield (call (attribute (identifier_asyncio) identifier_asyncio (identifier_wait) identifier_wait )attribute (argument_list (identifier_coros) identifier_coros (keyword_argument (identifier_timeout) identifier_timeout (identifier_timeout) identifier_timeout )keyword_argument (keyword_argument (identifier_loop) identifier_loop (identifier_loop) identifier_loop )keyword_argument )argument_list )call )yield )expression_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
Runs coroutines from a given iterable concurrently without waiting until the previous one has completed. Once any of the tasks completes, the main coroutine is immediately resolved, yielding the first resolved value. All coroutines will be executed in the same loop. This function is a coroutine. Arguments: iterable (iterable): an iterable collection yielding coroutines functions or coroutine objects. *args (mixed): mixed variadic arguments to pass to coroutines. loop (asyncio.BaseEventLoop): optional event loop to use. timeout (int|float): timeout can be used to control the maximum number of seconds to wait before returning. timeout can be an int or float. If timeout is not specified or None, there is no limit to the wait time. *args (mixed): optional variadic argument to pass to coroutine function, if provided. Raises: TypeError: if ``iterable`` argument is not iterable. asyncio.TimoutError: if wait timeout is exceeded. Returns: filtered values (list): ordered list of resultant values. Usage:: async def coro1(): await asyncio.sleep(2) return 1 async def coro2(): return 2 async def coro3(): await asyncio.sleep(1) return 3 await paco.race([coro1, coro2, coro3]) # => 2
(module (function_definition (function_name_stretch) function_name_stretch (parameters (identifier_image) identifier_image (default_parameter (identifier_mask) identifier_mask (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_image) identifier_image (call (attribute (identifier_np) identifier_np (identifier_array) identifier_array )attribute (argument_list (identifier_image) identifier_image (identifier_float) identifier_float )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (call (attribute (identifier_np) identifier_np (identifier_product) identifier_product )attribute (argument_list (attribute (identifier_image) identifier_image (identifier_shape) identifier_shape )attribute )argument_list )call (integer_0) integer_0 )comparison_operator (block (return_statement (identifier_image) identifier_image )return_statement )block )if_statement (if_statement (comparison_operator (identifier_mask) identifier_mask (None) None )comparison_operator (block (expression_statement (assignment (identifier_minval) identifier_minval (call (attribute (identifier_np) identifier_np (identifier_min) identifier_min )attribute (argument_list (identifier_image) identifier_image )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_maxval) identifier_maxval (call (attribute (identifier_np) identifier_np (identifier_max) identifier_max )attribute (argument_list (identifier_image) identifier_image )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_minval) identifier_minval (identifier_maxval) identifier_maxval )comparison_operator (block (if_statement (comparison_operator (identifier_minval) identifier_minval (integer_0) integer_0 )comparison_operator (block (return_statement (call (attribute (identifier_np) identifier_np (identifier_zeros_like) identifier_zeros_like )attribute (argument_list (identifier_image) identifier_image )argument_list )call )return_statement )block (elif_clause (comparison_operator (identifier_minval) identifier_minval (integer_1) integer_1 )comparison_operator (block (return_statement (call (attribute (identifier_np) identifier_np (identifier_ones_like) identifier_ones_like )attribute (argument_list (identifier_image) identifier_image )argument_list )call )return_statement )block )elif_clause )if_statement (return_statement (identifier_image) identifier_image )return_statement )block (else_clause (block (return_statement (binary_operator (parenthesized_expression (binary_operator (identifier_image) identifier_image (identifier_minval) identifier_minval )binary_operator )parenthesized_expression (parenthesized_expression (binary_operator (identifier_maxval) identifier_maxval (identifier_minval) identifier_minval )binary_operator )parenthesized_expression )binary_operator )return_statement )block )else_clause )if_statement )block (else_clause (block (expression_statement (assignment (identifier_significant_pixels) identifier_significant_pixels (subscript (identifier_image) identifier_image (identifier_mask) identifier_mask )subscript )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_significant_pixels) identifier_significant_pixels (identifier_size) identifier_size )attribute (integer_0) integer_0 )comparison_operator (block (return_statement (identifier_image) identifier_image )return_statement )block )if_statement (expression_statement (assignment (identifier_minval) identifier_minval (call (attribute (identifier_np) identifier_np (identifier_min) identifier_min )attribute (argument_list (identifier_significant_pixels) identifier_significant_pixels )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_maxval) identifier_maxval (call (attribute (identifier_np) identifier_np (identifier_max) identifier_max )attribute (argument_list (identifier_significant_pixels) identifier_significant_pixels )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_minval) identifier_minval (identifier_maxval) identifier_maxval )comparison_operator (block (expression_statement (assignment (identifier_transformed_image) identifier_transformed_image (identifier_minval) identifier_minval )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_transformed_image) identifier_transformed_image (parenthesized_expression (binary_operator (parenthesized_expression (binary_operator (identifier_significant_pixels) identifier_significant_pixels (identifier_minval) identifier_minval )binary_operator )parenthesized_expression (parenthesized_expression (binary_operator (identifier_maxval) identifier_maxval (identifier_minval) identifier_minval )binary_operator )parenthesized_expression )binary_operator )parenthesized_expression )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (identifier_result) identifier_result (call (attribute (identifier_image) identifier_image (identifier_copy) identifier_copy )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_image) identifier_image (identifier_mask) identifier_mask )subscript (identifier_transformed_image) identifier_transformed_image )assignment )expression_statement (return_statement (identifier_image) identifier_image )return_statement )block )else_clause )if_statement )block )function_definition )module
Normalize an image to make the minimum zero and maximum one image - pixel data to be normalized mask - optional mask of relevant pixels. None = don't mask returns the stretched image
(module (function_definition (function_name_cn) function_name_cn (parameters (identifier_shape) identifier_shape (default_parameter (identifier_dtype) identifier_dtype (None) None )default_parameter (default_parameter (identifier_impl) identifier_impl (string_'numpy') string_'numpy' )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_cn_cls) identifier_cn_cls (call (identifier_tensor_space_impl) identifier_tensor_space_impl (argument_list (identifier_impl) identifier_impl )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_dtype) identifier_dtype (None) None )comparison_operator (block (expression_statement (assignment (identifier_dtype) identifier_dtype (call (attribute (identifier_cn_cls) identifier_cn_cls (identifier_default_dtype) identifier_default_dtype )attribute (argument_list (call (identifier_ComplexNumbers) identifier_ComplexNumbers (argument_list )argument_list )call )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_cn) identifier_cn (call (identifier_cn_cls) identifier_cn_cls (argument_list (keyword_argument (identifier_shape) identifier_shape (identifier_shape) identifier_shape )keyword_argument (keyword_argument (identifier_dtype) identifier_dtype (identifier_dtype) identifier_dtype )keyword_argument (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement (if_statement (not_operator (attribute (identifier_cn) identifier_cn (identifier_is_complex) identifier_is_complex )attribute )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (call (attribute (concatenated_string (string_'data type {!r} not a complex floating-point type.') string_'data type {!r} not a complex floating-point type.' (string_'') string_'' )concatenated_string (identifier_format) identifier_format )attribute (argument_list (identifier_dtype) identifier_dtype )argument_list )call )argument_list )call )raise_statement )block )if_statement (return_statement (identifier_cn) identifier_cn )return_statement )block )function_definition )module
Return a space of complex tensors. Parameters ---------- shape : positive int or sequence of positive ints Number of entries per axis for elements in this space. A single integer results in a space with 1 axis. dtype : optional Data type of each element. Can be provided in any way the `numpy.dtype` function understands, e.g. as built-in type or as a string. Only complex floating-point data types are allowed. For ``None``, the `TensorSpace.default_dtype` of the created space is used in the form ``default_dtype(ComplexNumbers())``. impl : str, optional Impmlementation back-end for the space. See `odl.space.entry_points.tensor_space_impl_names` for available options. kwargs : Extra keyword arguments passed to the space constructor. Returns ------- cn : `TensorSpace` Examples -------- Space of complex 3-tuples with ``complex64`` entries: >>> odl.cn(3, dtype='complex64') cn(3, dtype='complex64') Complex 2x3 tensors with ``complex64`` entries: >>> odl.cn((2, 3), dtype='complex64') cn((2, 3), dtype='complex64') The default data type depends on the implementation. For ``impl='numpy'``, it is ``'complex128'``: >>> space = odl.cn((2, 3)) >>> space cn((2, 3)) >>> space.dtype dtype('complex128') See Also -------- tensor_space : Space of tensors with arbitrary scalar data type. rn : Real tensor space.
(module (function_definition (function_name_ns) function_name_ns (parameters (identifier_ns) identifier_ns )parameters (block (function_definition (function_name_setup_ns) function_name_setup_ns (parameters (identifier_cls) identifier_cls )parameters (block (expression_statement (call (identifier_setattr) identifier_setattr (argument_list (identifier_cls) identifier_cls (identifier_ENTITY_DEFAULT_NS_ATTR) identifier_ENTITY_DEFAULT_NS_ATTR (identifier_ns) identifier_ns )argument_list )call )expression_statement (return_statement (identifier_cls) identifier_cls )return_statement )block )function_definition (return_statement (identifier_setup_ns) identifier_setup_ns )return_statement )block )function_definition )module
Class decorator that sets default tags namespace to use with its instances.
(module (function_definition (function_name__maybe_apply_time_shift) function_name__maybe_apply_time_shift (parameters (identifier_da) identifier_da (default_parameter (identifier_time_offset) identifier_time_offset (None) None )default_parameter (dictionary_splat_pattern (identifier_DataAttrs) identifier_DataAttrs )dictionary_splat_pattern )parameters (block (if_statement (comparison_operator (identifier_time_offset) identifier_time_offset (None) None )comparison_operator (block (expression_statement (assignment (identifier_time) identifier_time (call (attribute (identifier_times) identifier_times (identifier_apply_time_offset) identifier_apply_time_offset )attribute (argument_list (subscript (identifier_da) identifier_da (identifier_TIME_STR) identifier_TIME_STR )subscript (dictionary_splat (identifier_time_offset) identifier_time_offset )dictionary_splat )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_da) identifier_da (identifier_TIME_STR) identifier_TIME_STR )subscript (identifier_time) identifier_time )assignment )expression_statement )block (else_clause (block (if_statement (comparison_operator (subscript (identifier_DataAttrs) identifier_DataAttrs (string_'dtype_in_time') string_'dtype_in_time' )subscript (string_'inst') string_'inst' )comparison_operator (block (if_statement (call (attribute (subscript (identifier_DataAttrs) identifier_DataAttrs (string_'intvl_in') string_'intvl_in' )subscript (identifier_endswith) identifier_endswith )attribute (argument_list (string_'hr') string_'hr' )argument_list )call (block (expression_statement (assignment (identifier_offset) identifier_offset (binary_operator (unary_operator (integer_1) integer_1 )unary_operator (call (identifier_int) identifier_int (argument_list (subscript (subscript (identifier_DataAttrs) identifier_DataAttrs (string_'intvl_in') string_'intvl_in' )subscript (integer_0) integer_0 )subscript )argument_list )call )binary_operator )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_offset) identifier_offset (integer_0) integer_0 )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (identifier_time) identifier_time (call (attribute (identifier_times) identifier_times (identifier_apply_time_offset) identifier_apply_time_offset )attribute (argument_list (subscript (identifier_da) identifier_da (identifier_TIME_STR) identifier_TIME_STR )subscript (keyword_argument (identifier_hours) identifier_hours (identifier_offset) identifier_offset )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_da) identifier_da (identifier_TIME_STR) identifier_TIME_STR )subscript (identifier_time) identifier_time )assignment )expression_statement )block )if_statement )block )else_clause )if_statement (return_statement (identifier_da) identifier_da )return_statement )block )function_definition )module
Correct off-by-one error in GFDL instantaneous model data. Instantaneous data that is outputted by GFDL models is generally off by one timestep. For example, a netCDF file that is supposed to correspond to 6 hourly data for the month of January, will have its last time value be in February.
(module (function_definition (function_name_parse_command) function_name_parse_command (parameters (identifier_self) identifier_self (identifier_string) identifier_string )parameters (block (expression_statement (assignment (pattern_list (identifier_possible_command) identifier_possible_command (identifier__) identifier__ (identifier_rest) identifier_rest )pattern_list (call (attribute (identifier_string) identifier_string (identifier_partition) identifier_partition )attribute (argument_list (string_" ") string_" " )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_possible_command) identifier_possible_command (call (attribute (identifier_possible_command) identifier_possible_command (identifier_lower) identifier_lower )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_possible_command) identifier_possible_command (attribute (identifier_self) identifier_self (identifier_commands) identifier_commands )attribute )comparison_operator (block (return_statement (expression_list (None) None (None) None )expression_list )return_statement )block )if_statement (expression_statement (assignment (identifier_event) identifier_event (subscript (subscript (attribute (identifier_self) identifier_self (identifier_commands) identifier_commands )attribute (identifier_possible_command) identifier_possible_command )subscript (string_"event") string_"event" )subscript )assignment )expression_statement (expression_statement (assignment (identifier_args) identifier_args (call (attribute (identifier_shlex) identifier_shlex (identifier_split) identifier_split )attribute (argument_list (call (attribute (identifier_rest) identifier_rest (identifier_strip) identifier_strip )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement (return_statement (expression_list (identifier_event) identifier_event (identifier_args) identifier_args )expression_list )return_statement )block )function_definition )module
Parse out any possible valid command from an input string.
(module (function_definition (function_name__get_initial_request) function_name__get_initial_request (parameters (identifier_self) identifier_self )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier__leaser) identifier__leaser )attribute (None) None )comparison_operator (block (expression_statement (assignment (identifier_lease_ids) identifier_lease_ids (call (identifier_list) identifier_list (argument_list (attribute (attribute (identifier_self) identifier_self (identifier__leaser) identifier__leaser )attribute (identifier_ack_ids) identifier_ack_ids )attribute )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_lease_ids) identifier_lease_ids (list )list )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (identifier_request) identifier_request (call (attribute (identifier_types) identifier_types (identifier_StreamingPullRequest) identifier_StreamingPullRequest )attribute (argument_list (keyword_argument (identifier_modify_deadline_ack_ids) identifier_modify_deadline_ack_ids (call (identifier_list) identifier_list (argument_list (identifier_lease_ids) identifier_lease_ids )argument_list )call )keyword_argument (keyword_argument (identifier_modify_deadline_seconds) identifier_modify_deadline_seconds (binary_operator (list (attribute (identifier_self) identifier_self (identifier_ack_deadline) identifier_ack_deadline )attribute )list (call (identifier_len) identifier_len (argument_list (identifier_lease_ids) identifier_lease_ids )argument_list )call )binary_operator )keyword_argument (keyword_argument (identifier_stream_ack_deadline_seconds) identifier_stream_ack_deadline_seconds (call (attribute (attribute (identifier_self) identifier_self (identifier_ack_histogram) identifier_ack_histogram )attribute (identifier_percentile) identifier_percentile )attribute (argument_list (integer_99) integer_99 )argument_list )call )keyword_argument (keyword_argument (identifier_subscription) identifier_subscription (attribute (identifier_self) identifier_self (identifier__subscription) identifier__subscription )attribute )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (identifier_request) identifier_request )return_statement )block )function_definition )module
Return the initial request for the RPC. This defines the initial request that must always be sent to Pub/Sub immediately upon opening the subscription. Returns: google.cloud.pubsub_v1.types.StreamingPullRequest: A request suitable for being the first request on the stream (and not suitable for any other purpose).
(module (function_definition (function_name_convert_dicts) function_name_convert_dicts (parameters (identifier_d) identifier_d (default_parameter (identifier_to_class) identifier_to_class (identifier_AttrDictWrapper) identifier_AttrDictWrapper )default_parameter (default_parameter (identifier_from_class) identifier_from_class (identifier_dict) identifier_dict )default_parameter )parameters (block (expression_statement (assignment (identifier_d_) identifier_d_ (call (identifier_to_class) identifier_to_class (argument_list )argument_list )call )assignment )expression_statement (for_statement (pattern_list (identifier_key) identifier_key (identifier_value) identifier_value )pattern_list (call (attribute (identifier_d) identifier_d (identifier_iteritems) identifier_iteritems )attribute (argument_list )argument_list )call (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_value) identifier_value (identifier_from_class) identifier_from_class )argument_list )call (block (expression_statement (assignment (subscript (identifier_d_) identifier_d_ (identifier_key) identifier_key )subscript (call (identifier_convert_dicts) identifier_convert_dicts (argument_list (identifier_value) identifier_value (keyword_argument (identifier_to_class) identifier_to_class (identifier_to_class) identifier_to_class )keyword_argument (keyword_argument (identifier_from_class) identifier_from_class (identifier_from_class) identifier_from_class )keyword_argument )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (subscript (identifier_d_) identifier_d_ (identifier_key) identifier_key )subscript (identifier_value) identifier_value )assignment )expression_statement )block )else_clause )if_statement )block )for_statement (return_statement (identifier_d_) identifier_d_ )return_statement )block )function_definition )module
Recursively convert dict and UserDict types. Note that `d` is unchanged. Args: to_class (type): Dict-like type to convert values to, usually UserDict subclass, or dict. from_class (type): Dict-like type to convert values from. If a tuple, multiple types are converted. Returns: Converted data as `to_class` instance.
(module (function_definition (function_name_get_medium_attachment) function_name_get_medium_attachment (parameters (identifier_self) identifier_self (identifier_name) identifier_name (identifier_controller_port) identifier_controller_port (identifier_device) identifier_device )parameters (block (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_name) identifier_name (identifier_basestring) identifier_basestring )argument_list )call )not_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_"name can only be an instance of type basestring") string_"name can only be an instance of type basestring" )argument_list )call )raise_statement )block )if_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_controller_port) identifier_controller_port (identifier_baseinteger) identifier_baseinteger )argument_list )call )not_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_"controller_port can only be an instance of type baseinteger") string_"controller_port can only be an instance of type baseinteger" )argument_list )call )raise_statement )block )if_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_device) identifier_device (identifier_baseinteger) identifier_baseinteger )argument_list )call )not_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_"device can only be an instance of type baseinteger") string_"device can only be an instance of type baseinteger" )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_attachment) identifier_attachment (call (attribute (identifier_self) identifier_self (identifier__call) identifier__call )attribute (argument_list (string_"getMediumAttachment") string_"getMediumAttachment" (keyword_argument (identifier_in_p) identifier_in_p (list (identifier_name) identifier_name (identifier_controller_port) identifier_controller_port (identifier_device) identifier_device )list )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_attachment) identifier_attachment (call (identifier_IMediumAttachment) identifier_IMediumAttachment (argument_list (identifier_attachment) identifier_attachment )argument_list )call )assignment )expression_statement (return_statement (identifier_attachment) identifier_attachment )return_statement )block )function_definition )module
Returns a medium attachment which corresponds to the controller with the given name, on the given port and device slot. in name of type str in controller_port of type int in device of type int return attachment of type :class:`IMediumAttachment` raises :class:`VBoxErrorObjectNotFound` No attachment exists for the given controller/port/device combination.
(module (function_definition (function_name_body) function_name_body (parameters (identifier_self) identifier_self )parameters (block (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (attribute (identifier_self) identifier_self (identifier__body) identifier__body )attribute (identifier_bytes) identifier_bytes )argument_list )call )not_operator (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__body) identifier__body )attribute (await (attribute (identifier_self) identifier_self (identifier__body) identifier__body )attribute )await )assignment )expression_statement )block )if_statement (return_statement (attribute (identifier_self) identifier_self (identifier__body) identifier__body )attribute )return_statement )block )function_definition )module
A helper function which blocks until the body has been read completely. Returns the bytes of the body which the user should decode. If the request does not have a body part (i.e. it is a GET request) this function returns None.
(module (function_definition (function_name__pprint) function_name__pprint (parameters (identifier_dic) identifier_dic )parameters (block (for_statement (pattern_list (identifier_key) identifier_key (identifier_value) identifier_value )pattern_list (call (attribute (identifier_dic) identifier_dic (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (expression_statement (call (identifier_print) identifier_print (argument_list (call (attribute (string_" {0}: {1}") string_" {0}: {1}" (identifier_format) identifier_format )attribute (argument_list (identifier_key) identifier_key (identifier_value) identifier_value )argument_list )call )argument_list )call )expression_statement )block )for_statement )block )function_definition )module
Prints a dictionary with one indentation level
(module (function_definition (function_name_friendly_load) function_name_friendly_load (parameters (identifier_parser) identifier_parser (identifier_token) identifier_token )parameters (block (expression_statement (assignment (identifier_bits) identifier_bits (call (attribute (attribute (identifier_token) identifier_token (identifier_contents) identifier_contents )attribute (identifier_split) identifier_split )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (boolean_operator (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_bits) identifier_bits )argument_list )call (integer_4) integer_4 )comparison_operator (comparison_operator (subscript (identifier_bits) identifier_bits (unary_operator (integer_2) integer_2 )unary_operator )subscript (string_"from") string_"from" )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_name) identifier_name (subscript (identifier_bits) identifier_bits (unary_operator (integer_1) integer_1 )unary_operator )subscript )assignment )expression_statement (try_statement (block (expression_statement (assignment (identifier_lib) identifier_lib (call (identifier_find_library) identifier_find_library (argument_list (identifier_parser) identifier_parser (identifier_name) identifier_name )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_subset) identifier_subset (call (identifier_load_from_library) identifier_load_from_library (argument_list (identifier_lib) identifier_lib (identifier_name) identifier_name (subscript (identifier_bits) identifier_bits (slice (integer_1) integer_1 (colon) colon (unary_operator (integer_2) integer_2 )unary_operator )slice )subscript )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_parser) identifier_parser (identifier_add_library) identifier_add_library )attribute (argument_list (identifier_subset) identifier_subset )argument_list )call )expression_statement )block (except_clause (identifier_TemplateSyntaxError) identifier_TemplateSyntaxError (block (pass_statement )pass_statement )block )except_clause )try_statement )block (else_clause (block (for_statement (identifier_name) identifier_name (subscript (identifier_bits) identifier_bits (slice (integer_1) integer_1 (colon) colon )slice )subscript (block (try_statement (block (expression_statement (assignment (identifier_lib) identifier_lib (call (identifier_find_library) identifier_find_library (argument_list (identifier_parser) identifier_parser (identifier_name) identifier_name )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_parser) identifier_parser (identifier_add_library) identifier_add_library )attribute (argument_list (identifier_lib) identifier_lib )argument_list )call )expression_statement )block (except_clause (identifier_TemplateSyntaxError) identifier_TemplateSyntaxError (block (pass_statement )pass_statement )block )except_clause )try_statement )block )for_statement )block )else_clause )if_statement (return_statement (call (identifier_LoadNode) identifier_LoadNode (argument_list )argument_list )call )return_statement )block )function_definition )module
Tries to load a custom template tag set. Non existing tag libraries are ignored. This means that, if used in conjunction with ``if_has_tag``, you can try to load the comments template tag library to enable comments even if the comments framework is not installed. For example:: {% load friendly_loader %} {% friendly_load comments webdesign %} {% if_has_tag render_comment_list %} {% render_comment_list for obj %} {% else %} {% if_has_tag lorem %} {% lorem %} {% endif_has_tag %} {% endif_has_tag %}
(module (function_definition (function_name_fit) function_name_fit (parameters (identifier_self) identifier_self (identifier_X) identifier_X (identifier_y) identifier_y (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_estimator) identifier_estimator )attribute (identifier_fit) identifier_fit )attribute (argument_list (identifier_X) identifier_X (identifier_y) identifier_y (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_draw) identifier_draw )attribute (argument_list )argument_list )call )expression_statement (return_statement (identifier_self) identifier_self )return_statement )block )function_definition )module
A simple pass-through method; calls fit on the estimator and then draws the alpha-error plot.
(module (function_definition (function_name_tarball_files) function_name_tarball_files (parameters (identifier_work_dir) identifier_work_dir (identifier_tar_name) identifier_tar_name (default_parameter (identifier_uuid) identifier_uuid (None) None )default_parameter (default_parameter (identifier_files) identifier_files (None) None )default_parameter )parameters (block (with_statement (with_clause (with_item (as_pattern (call (attribute (identifier_tarfile) identifier_tarfile (identifier_open) identifier_open )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_work_dir) identifier_work_dir (identifier_tar_name) identifier_tar_name )argument_list )call (string_'w:gz') string_'w:gz' )argument_list )call (as_pattern_target (identifier_f_out) identifier_f_out )as_pattern_target )as_pattern )with_item )with_clause (block (for_statement (identifier_fname) identifier_fname (identifier_files) identifier_files (block (if_statement (identifier_uuid) identifier_uuid (block (expression_statement (call (attribute (identifier_f_out) identifier_f_out (identifier_add) identifier_add )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_work_dir) identifier_work_dir (identifier_fname) identifier_fname )argument_list )call (keyword_argument (identifier_arcname) identifier_arcname (binary_operator (binary_operator (identifier_uuid) identifier_uuid (string_'.') string_'.' )binary_operator (identifier_fname) identifier_fname )binary_operator )keyword_argument )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_f_out) identifier_f_out (identifier_add) identifier_add )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_work_dir) identifier_work_dir (identifier_fname) identifier_fname )argument_list )call (keyword_argument (identifier_arcname) identifier_arcname (identifier_fname) identifier_fname )keyword_argument )argument_list )call )expression_statement )block )else_clause )if_statement )block )for_statement )block )with_statement )block )function_definition )module
Tars a group of files together into a tarball work_dir: str Current Working Directory tar_name: str Name of tarball uuid: str UUID to stamp files with files: str(s) List of filenames to place in the tarball from working directory
(module (function_definition (function_name_safe_request) function_name_safe_request (parameters (identifier_fct) identifier_fct )parameters (block (function_definition (function_name_inner) function_name_inner (parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (try_statement (block (expression_statement (assignment (identifier__data) identifier__data (call (identifier_fct) identifier_fct (argument_list (list_splat (identifier_args) identifier_args )list_splat (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (attribute (attribute (identifier_requests) identifier_requests (identifier_exceptions) identifier_exceptions )attribute (identifier_ConnectionError) identifier_ConnectionError )attribute (as_pattern_target (identifier_error) identifier_error )as_pattern_target )as_pattern (block (return_statement (dictionary (pair (string_'error') string_'error' (call (identifier_str) identifier_str (argument_list (identifier_error) identifier_error )argument_list )call )pair (pair (string_'status') string_'status' (integer_404) integer_404 )pair )dictionary )return_statement )block )except_clause )try_statement (if_statement (attribute (identifier__data) identifier__data (identifier_ok) identifier_ok )attribute (block (if_statement (attribute (identifier__data) identifier__data (identifier_content) identifier_content )attribute (block (expression_statement (assignment (identifier_safe_data) identifier_safe_data (call (attribute (identifier__data) identifier__data (identifier_json) identifier_json )attribute (argument_list )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_safe_data) identifier_safe_data (dictionary (pair (string_'success') string_'success' (True) True )pair )dictionary )assignment )expression_statement )block )else_clause )if_statement )block (else_clause (block (expression_statement (assignment (identifier_safe_data) identifier_safe_data (dictionary (pair (string_'error') string_'error' (attribute (identifier__data) identifier__data (identifier_reason) identifier_reason )attribute )pair (pair (string_'status') string_'status' (attribute (identifier__data) identifier__data (identifier_status_code) identifier_status_code )attribute )pair )dictionary )assignment )expression_statement )block )else_clause )if_statement (return_statement (identifier_safe_data) identifier_safe_data )return_statement )block )function_definition (return_statement (identifier_inner) identifier_inner )return_statement )block )function_definition )module
Return json messages instead of raising errors
(module (function_definition (function_name_write_to_fitsfile) function_name_write_to_fitsfile (parameters (identifier_self) identifier_self (identifier_fitsfile) identifier_fitsfile (default_parameter (identifier_clobber) identifier_clobber (True) True )default_parameter )parameters (block (import_from_statement (dotted_name (identifier_fermipy) identifier_fermipy (identifier_skymap) identifier_skymap )dotted_name (dotted_name (identifier_Map) identifier_Map )dotted_name )import_from_statement (expression_statement (assignment (identifier_hpx_header) identifier_hpx_header (call (attribute (attribute (identifier_self) identifier_self (identifier__hpx) identifier__hpx )attribute (identifier_make_header) identifier_make_header )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_index_map) identifier_index_map (call (identifier_Map) identifier_Map (argument_list (attribute (identifier_self) identifier_self (identifier_ipixs) identifier_ipixs )attribute (attribute (identifier_self) identifier_self (identifier_wcs) identifier_wcs )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_mult_map) identifier_mult_map (call (identifier_Map) identifier_Map (argument_list (attribute (identifier_self) identifier_self (identifier_mult_val) identifier_mult_val )attribute (attribute (identifier_self) identifier_self (identifier_wcs) identifier_wcs )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_prim_hdu) identifier_prim_hdu (call (attribute (identifier_index_map) identifier_index_map (identifier_create_primary_hdu) identifier_create_primary_hdu )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_mult_hdu) identifier_mult_hdu (call (attribute (identifier_index_map) identifier_index_map (identifier_create_image_hdu) identifier_create_image_hdu )attribute (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_key) identifier_key (list (string_'COORDSYS') string_'COORDSYS' (string_'ORDERING') string_'ORDERING' (string_'PIXTYPE') string_'PIXTYPE' (string_'ORDERING') string_'ORDERING' (string_'ORDER') string_'ORDER' (string_'NSIDE') string_'NSIDE' (string_'FIRSTPIX') string_'FIRSTPIX' (string_'LASTPIX') string_'LASTPIX' )list (block (expression_statement (assignment (subscript (attribute (identifier_prim_hdu) identifier_prim_hdu (identifier_header) identifier_header )attribute (identifier_key) identifier_key )subscript (subscript (identifier_hpx_header) identifier_hpx_header (identifier_key) identifier_key )subscript )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_mult_hdu) identifier_mult_hdu (identifier_header) identifier_header )attribute (identifier_key) identifier_key )subscript (subscript (identifier_hpx_header) identifier_hpx_header (identifier_key) identifier_key )subscript )assignment )expression_statement )block )for_statement (expression_statement (assignment (identifier_hdulist) identifier_hdulist (call (attribute (identifier_fits) identifier_fits (identifier_HDUList) identifier_HDUList )attribute (argument_list (list (identifier_prim_hdu) identifier_prim_hdu (identifier_mult_hdu) identifier_mult_hdu )list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_hdulist) identifier_hdulist (identifier_writeto) identifier_writeto )attribute (argument_list (identifier_fitsfile) identifier_fitsfile (keyword_argument (identifier_overwrite) identifier_overwrite (identifier_clobber) identifier_clobber )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Write this mapping to a FITS file, to avoid having to recompute it
(module (function_definition (function_name_install_via_requirements) function_name_install_via_requirements (parameters (identifier_requirements_str) identifier_requirements_str (default_parameter (identifier_force) identifier_force (False) False )default_parameter )parameters (block (if_statement (comparison_operator (subscript (identifier_requirements_str) identifier_requirements_str (integer_0) integer_0 )subscript (string_'@') string_'@' )comparison_operator (block (expression_statement (assignment (identifier_path) identifier_path (subscript (identifier_requirements_str) identifier_requirements_str (slice (integer_1) integer_1 (colon) colon )slice )subscript )assignment )expression_statement (if_statement (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_isfile) identifier_isfile )attribute (argument_list (identifier_path) identifier_path )argument_list )call (block (expression_statement (assignment (identifier_yaml_data) identifier_yaml_data (call (identifier_load_yaml) identifier_load_yaml (argument_list (identifier_path) identifier_path )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (string_'packages') string_'packages' (call (attribute (identifier_yaml_data) identifier_yaml_data (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call )comparison_operator (block (raise_statement (call (identifier_CommandException) identifier_CommandException (argument_list (call (attribute (string_'Error in {filename}: missing "packages" node') string_'Error in {filename}: missing "packages" node' (identifier_format) identifier_format )attribute (argument_list (keyword_argument (identifier_filename) identifier_filename (identifier_path) identifier_path )keyword_argument )argument_list )call )argument_list )call )raise_statement )block )if_statement )block (else_clause (block (raise_statement (call (identifier_CommandException) identifier_CommandException (argument_list (call (attribute (string_"Requirements file not found: {filename}") string_"Requirements file not found: {filename}" (identifier_format) identifier_format )attribute (argument_list (keyword_argument (identifier_filename) identifier_filename (identifier_path) identifier_path )keyword_argument )argument_list )call )argument_list )call )raise_statement )block )else_clause )if_statement )block (else_clause (block (expression_statement (assignment (identifier_yaml_data) identifier_yaml_data (call (attribute (identifier_yaml) identifier_yaml (identifier_safe_load) identifier_safe_load )attribute (argument_list (identifier_requirements_str) identifier_requirements_str )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (for_statement (identifier_pkginfo) identifier_pkginfo (subscript (identifier_yaml_data) identifier_yaml_data (string_'packages') string_'packages' )subscript (block (expression_statement (assignment (identifier_info) identifier_info (call (identifier_parse_package_extended) identifier_parse_package_extended (argument_list (identifier_pkginfo) identifier_pkginfo )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_install) identifier_install (argument_list (attribute (identifier_info) identifier_info (identifier_full_name) identifier_full_name )attribute (attribute (identifier_info) identifier_info (identifier_hash) identifier_hash )attribute (attribute (identifier_info) identifier_info (identifier_version) identifier_version )attribute (attribute (identifier_info) identifier_info (identifier_tag) identifier_tag )attribute (keyword_argument (identifier_force) identifier_force (identifier_force) identifier_force )keyword_argument )argument_list )call )expression_statement )block )for_statement )block )function_definition )module
Download multiple Quilt data packages via quilt.xml requirements file.
(module (function_definition (function_name_human_size) function_name_human_size (parameters (identifier_bytes) identifier_bytes (default_parameter (identifier_units) identifier_units (list (string_' bytes') string_' bytes' (string_'KB') string_'KB' (string_'MB') string_'MB' (string_'GB') string_'GB' (string_'TB') string_'TB' (string_'PB') string_'PB' (string_'EB') string_'EB' )list )default_parameter )parameters (block (return_statement (conditional_expression (binary_operator (call (identifier_str) identifier_str (argument_list (identifier_bytes) identifier_bytes )argument_list )call (subscript (identifier_units) identifier_units (integer_0) integer_0 )subscript )binary_operator (comparison_operator (identifier_bytes) identifier_bytes (integer_1024) integer_1024 )comparison_operator (call (identifier_human_size) identifier_human_size (argument_list (binary_operator (identifier_bytes) identifier_bytes (integer_10) integer_10 )binary_operator (subscript (identifier_units) identifier_units (slice (integer_1) integer_1 (colon) colon )slice )subscript )argument_list )call )conditional_expression )return_statement )block )function_definition )module
Returns a human readable string reprentation of bytes
(module (function_definition (function_name_category_count) function_name_category_count (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_category_dict) identifier_category_dict (attribute (identifier_self) identifier_self (identifier_categories) identifier_categories )attribute )assignment )expression_statement (expression_statement (assignment (identifier_count_dict) identifier_count_dict (dictionary_comprehension (pair (identifier_category) identifier_category (call (identifier_len) identifier_len (argument_list (subscript (identifier_category_dict) identifier_category_dict (identifier_category) identifier_category )subscript )argument_list )call )pair (for_in_clause (identifier_category) identifier_category (identifier_category_dict) identifier_category_dict )for_in_clause )dictionary_comprehension )assignment )expression_statement (return_statement (identifier_count_dict) identifier_count_dict )return_statement )block )function_definition )module
Returns the number of categories in `categories`.
(module (function_definition (function_name__filter_filecommands) function_name__filter_filecommands (parameters (identifier_self) identifier_self (identifier_filecmd_iter) identifier_filecmd_iter )parameters (block (if_statement (boolean_operator (comparison_operator (attribute (identifier_self) identifier_self (identifier_includes) identifier_includes )attribute (None) None )comparison_operator (comparison_operator (attribute (identifier_self) identifier_self (identifier_excludes) identifier_excludes )attribute (None) None )comparison_operator )boolean_operator (block (return_statement (call (identifier_list) identifier_list (argument_list (call (identifier_filecmd_iter) identifier_filecmd_iter (argument_list )argument_list )call )argument_list )call )return_statement )block )if_statement (expression_statement (assignment (identifier_result) identifier_result (list )list )assignment )expression_statement (for_statement (identifier_fc) identifier_fc (call (identifier_filecmd_iter) identifier_filecmd_iter (argument_list )argument_list )call (block (if_statement (parenthesized_expression (boolean_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_fc) identifier_fc (attribute (identifier_commands) identifier_commands (identifier_FileModifyCommand) identifier_FileModifyCommand )attribute )argument_list )call (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_fc) identifier_fc (attribute (identifier_commands) identifier_commands (identifier_FileDeleteCommand) identifier_FileDeleteCommand )attribute )argument_list )call )boolean_operator )parenthesized_expression (block (if_statement (call (attribute (identifier_self) identifier_self (identifier__path_to_be_kept) identifier__path_to_be_kept )attribute (argument_list (attribute (identifier_fc) identifier_fc (identifier_path) identifier_path )attribute )argument_list )call (block (expression_statement (assignment (attribute (identifier_fc) identifier_fc (identifier_path) identifier_path )attribute (call (attribute (identifier_self) identifier_self (identifier__adjust_for_new_root) identifier__adjust_for_new_root )attribute (argument_list (attribute (identifier_fc) identifier_fc (identifier_path) identifier_path )attribute )argument_list )call )assignment )expression_statement )block (else_clause (block (continue_statement )continue_statement )block )else_clause )if_statement )block (elif_clause (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_fc) identifier_fc (attribute (identifier_commands) identifier_commands (identifier_FileDeleteAllCommand) identifier_FileDeleteAllCommand )attribute )argument_list )call (block (pass_statement )pass_statement )block )elif_clause (elif_clause (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_fc) identifier_fc (attribute (identifier_commands) identifier_commands (identifier_FileRenameCommand) identifier_FileRenameCommand )attribute )argument_list )call (block (expression_statement (assignment (identifier_fc) identifier_fc (call (attribute (identifier_self) identifier_self (identifier__convert_rename) identifier__convert_rename )attribute (argument_list (identifier_fc) identifier_fc )argument_list )call )assignment )expression_statement )block )elif_clause (elif_clause (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_fc) identifier_fc (attribute (identifier_commands) identifier_commands (identifier_FileCopyCommand) identifier_FileCopyCommand )attribute )argument_list )call (block (expression_statement (assignment (identifier_fc) identifier_fc (call (attribute (identifier_self) identifier_self (identifier__convert_copy) identifier__convert_copy )attribute (argument_list (identifier_fc) identifier_fc )argument_list )call )assignment )expression_statement )block )elif_clause (else_clause (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_warning) identifier_warning )attribute (argument_list (string_"cannot handle FileCommands of class %s - ignoring") string_"cannot handle FileCommands of class %s - ignoring" (attribute (identifier_fc) identifier_fc (identifier___class__) identifier___class__ )attribute )argument_list )call )expression_statement (continue_statement )continue_statement )block )else_clause )if_statement (if_statement (comparison_operator (identifier_fc) identifier_fc (None) None )comparison_operator (block (expression_statement (call (attribute (identifier_result) identifier_result (identifier_append) identifier_append )attribute (argument_list (identifier_fc) identifier_fc )argument_list )call )expression_statement )block )if_statement )block )for_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
Return the filecommands filtered by includes & excludes. :return: a list of FileCommand objects
(module (function_definition (function_name_notify_change) function_name_notify_change (parameters (identifier_self) identifier_self (identifier_change) identifier_change )parameters (block (expression_statement (assignment (identifier_name) identifier_name (subscript (identifier_change) identifier_change (string_'name') string_'name' )subscript )assignment )expression_statement (if_statement (boolean_operator (comparison_operator (attribute (identifier_self) identifier_self (identifier_comm) identifier_comm )attribute (None) None )comparison_operator (comparison_operator (attribute (attribute (identifier_self) identifier_self (identifier_comm) identifier_comm )attribute (identifier_kernel) identifier_kernel )attribute (None) None )comparison_operator )boolean_operator (block (if_statement (boolean_operator (comparison_operator (identifier_name) identifier_name (attribute (identifier_self) identifier_self (identifier_keys) identifier_keys )attribute )comparison_operator (call (attribute (identifier_self) identifier_self (identifier__should_send_property) identifier__should_send_property )attribute (argument_list (identifier_name) identifier_name (call (identifier_getattr) identifier_getattr (argument_list (identifier_self) identifier_self (identifier_name) identifier_name )argument_list )call )argument_list )call )boolean_operator (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_send_state) identifier_send_state )attribute (argument_list (keyword_argument (identifier_key) identifier_key (identifier_name) identifier_name )keyword_argument )argument_list )call )expression_statement )block )if_statement )block )if_statement (expression_statement (call (attribute (call (identifier_super) identifier_super (argument_list (identifier_Widget) identifier_Widget (identifier_self) identifier_self )argument_list )call (identifier_notify_change) identifier_notify_change )attribute (argument_list (identifier_change) identifier_change )argument_list )call )expression_statement )block )function_definition )module
Called when a property has changed.
(module (function_definition (function_name_tanimoto_coefficient) function_name_tanimoto_coefficient (parameters (identifier_a) identifier_a (identifier_b) identifier_b )parameters (block (return_statement (binary_operator (call (identifier_sum) identifier_sum (argument_list (call (identifier_map) identifier_map (argument_list (lambda (lambda_parameters (tuple_pattern (identifier_x) identifier_x (identifier_y) identifier_y )tuple_pattern )lambda_parameters (binary_operator (call (identifier_float) identifier_float (argument_list (identifier_x) identifier_x )argument_list )call (call (identifier_float) identifier_float (argument_list (identifier_y) identifier_y )argument_list )call )binary_operator )lambda (call (identifier_zip) identifier_zip (argument_list (identifier_a) identifier_a (identifier_b) identifier_b )argument_list )call )argument_list )call )argument_list )call (call (identifier_sum) identifier_sum (argument_list (list (unary_operator (call (identifier_sum) identifier_sum (argument_list (call (identifier_map) identifier_map (argument_list (lambda (lambda_parameters (tuple_pattern (identifier_x) identifier_x (identifier_y) identifier_y )tuple_pattern )lambda_parameters (binary_operator (call (identifier_float) identifier_float (argument_list (identifier_x) identifier_x )argument_list )call (call (identifier_float) identifier_float (argument_list (identifier_y) identifier_y )argument_list )call )binary_operator )lambda (call (identifier_zip) identifier_zip (argument_list (identifier_a) identifier_a (identifier_b) identifier_b )argument_list )call )argument_list )call )argument_list )call )unary_operator (call (identifier_sum) identifier_sum (argument_list (call (identifier_map) identifier_map (argument_list (lambda (lambda_parameters (identifier_x) identifier_x )lambda_parameters (binary_operator (call (identifier_float) identifier_float (argument_list (identifier_x) identifier_x )argument_list )call (integer_2) integer_2 )binary_operator )lambda (identifier_a) identifier_a )argument_list )call )argument_list )call (call (identifier_sum) identifier_sum (argument_list (call (identifier_map) identifier_map (argument_list (lambda (lambda_parameters (identifier_x) identifier_x )lambda_parameters (binary_operator (call (identifier_float) identifier_float (argument_list (identifier_x) identifier_x )argument_list )call (integer_2) integer_2 )binary_operator )lambda (identifier_b) identifier_b )argument_list )call )argument_list )call )list )argument_list )call )binary_operator )return_statement )block )function_definition )module
Measured similarity between two points in a multi-dimensional space. Returns: 1.0 if the two points completely overlap, 0.0 if the two points are infinitely far apart.
(module (function_definition (function_name_dump_engines) function_name_dump_engines (parameters (default_parameter (identifier_target) identifier_target (attribute (identifier_sys) identifier_sys (identifier_stderr) identifier_stderr )attribute )default_parameter )parameters (block (expression_statement (call (identifier_print) identifier_print (argument_list (string_"Available templating engines:") string_"Available templating engines:" (keyword_argument (identifier_file) identifier_file (identifier_target) identifier_target )keyword_argument )argument_list )call )expression_statement (expression_statement (assignment (identifier_width) identifier_width (call (identifier_max) identifier_max (generator_expression (call (identifier_len) identifier_len (argument_list (identifier_engine) identifier_engine )argument_list )call (for_in_clause (identifier_engine) identifier_engine (attribute (identifier_engines) identifier_engines (identifier_engines) identifier_engines )attribute )for_in_clause )generator_expression )call )assignment )expression_statement (for_statement (pattern_list (identifier_handle) identifier_handle (identifier_engine) identifier_engine )pattern_list (call (identifier_sorted) identifier_sorted (argument_list (call (attribute (attribute (identifier_engines) identifier_engines (identifier_engines) identifier_engines )attribute (identifier_items) identifier_items )attribute (argument_list )argument_list )call )argument_list )call (block (expression_statement (assignment (identifier_description) identifier_description (subscript (call (attribute (attribute (identifier_engine) identifier_engine (identifier___doc__) identifier___doc__ )attribute (identifier_split) identifier_split )attribute (argument_list (string_'\n') string_'\n' (integer_0) integer_0 )argument_list )call (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (call (identifier_print) identifier_print (argument_list (binary_operator (string_" %-*s - %s") string_" %-*s - %s" (tuple (identifier_width) identifier_width (identifier_handle) identifier_handle (identifier_description) identifier_description )tuple )binary_operator (keyword_argument (identifier_file) identifier_file (identifier_target) identifier_target )keyword_argument )argument_list )call )expression_statement )block )for_statement )block )function_definition )module
Print successfully imported templating engines.
(module (function_definition (function_name_get_points) function_name_get_points (parameters (identifier_self) identifier_self (default_parameter (identifier_measurement) identifier_measurement (None) None )default_parameter (default_parameter (identifier_tags) identifier_tags (None) None )default_parameter )parameters (block (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_measurement) identifier_measurement (tuple (identifier_bytes) identifier_bytes (call (identifier_type) identifier_type (argument_list (call (attribute (string_b'') string_b'' (identifier_decode) identifier_decode )attribute (argument_list )argument_list )call )argument_list )call (call (identifier_type) identifier_type (argument_list (None) None )argument_list )call )tuple )argument_list )call )not_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_'measurement must be an str or None') string_'measurement must be an str or None' )argument_list )call )raise_statement )block )if_statement (for_statement (identifier_series) identifier_series (call (attribute (identifier_self) identifier_self (identifier__get_series) identifier__get_series )attribute (argument_list )argument_list )call (block (expression_statement (assignment (identifier_series_name) identifier_series_name (call (attribute (identifier_series) identifier_series (identifier_get) identifier_get )attribute (argument_list (string_'measurement') string_'measurement' (call (attribute (identifier_series) identifier_series (identifier_get) identifier_get )attribute (argument_list (string_'name') string_'name' (string_'results') string_'results' )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_series_name) identifier_series_name (None) None )comparison_operator (block (if_statement (comparison_operator (identifier_tags) identifier_tags (None) None )comparison_operator (block (for_statement (identifier_item) identifier_item (call (attribute (identifier_self) identifier_self (identifier__get_points_for_series) identifier__get_points_for_series )attribute (argument_list (identifier_series) identifier_series )argument_list )call (block (expression_statement (yield (identifier_item) identifier_item )yield )expression_statement )block )for_statement )block )if_statement )block (elif_clause (comparison_operator (identifier_measurement) identifier_measurement (tuple (None) None (identifier_series_name) identifier_series_name )tuple )comparison_operator (block (expression_statement (assignment (identifier_series_tags) identifier_series_tags (call (attribute (identifier_series) identifier_series (identifier_get) identifier_get )attribute (argument_list (string_'tags') string_'tags' (dictionary )dictionary )argument_list )call )assignment )expression_statement (for_statement (identifier_item) identifier_item (call (attribute (identifier_self) identifier_self (identifier__get_points_for_series) identifier__get_points_for_series )attribute (argument_list (identifier_series) identifier_series )argument_list )call (block (if_statement (boolean_operator (boolean_operator (comparison_operator (identifier_tags) identifier_tags (None) None )comparison_operator (line_continuation_\) line_continuation_\ (call (attribute (identifier_self) identifier_self (identifier__tag_matches) identifier__tag_matches )attribute (argument_list (identifier_item) identifier_item (identifier_tags) identifier_tags )argument_list )call )boolean_operator (line_continuation_\) line_continuation_\ (call (attribute (identifier_self) identifier_self (identifier__tag_matches) identifier__tag_matches )attribute (argument_list (identifier_series_tags) identifier_series_tags (identifier_tags) identifier_tags )argument_list )call )boolean_operator (block (expression_statement (yield (identifier_item) identifier_item )yield )expression_statement )block )if_statement )block )for_statement )block )elif_clause )if_statement )block )for_statement )block )function_definition )module
Return a generator for all the points that match the given filters. :param measurement: The measurement name :type measurement: str :param tags: Tags to look for :type tags: dict :return: Points generator
(module (function_definition (function_name_split_bits) function_name_split_bits (parameters (identifier_value) identifier_value (list_splat_pattern (identifier_bits) identifier_bits )list_splat_pattern )parameters (block (expression_statement (assignment (identifier_result) identifier_result (list )list )assignment )expression_statement (for_statement (identifier_b) identifier_b (call (identifier_reversed) identifier_reversed (argument_list (identifier_bits) identifier_bits )argument_list )call (block (expression_statement (assignment (identifier_mask) identifier_mask (binary_operator (parenthesized_expression (binary_operator (integer_1) integer_1 (identifier_b) identifier_b )binary_operator )parenthesized_expression (integer_1) integer_1 )binary_operator )assignment )expression_statement (expression_statement (call (attribute (identifier_result) identifier_result (identifier_append) identifier_append )attribute (argument_list (binary_operator (identifier_value) identifier_value (identifier_mask) identifier_mask )binary_operator )argument_list )call )expression_statement (expression_statement (assignment (identifier_value) identifier_value (binary_operator (identifier_value) identifier_value (identifier_b) identifier_b )binary_operator )assignment )expression_statement )block )for_statement (assert_statement (comparison_operator (identifier_value) identifier_value (integer_0) integer_0 )comparison_operator )assert_statement (expression_statement (call (attribute (identifier_result) identifier_result (identifier_reverse) identifier_reverse )attribute (argument_list )argument_list )call )expression_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
Split integer value into list of ints, according to `bits` list. For example, split_bits(0x1234, 4, 8, 4) == [0x1, 0x23, 0x4]
(module (function_definition (function_name_is_excluded_path) function_name_is_excluded_path (parameters (identifier_args) identifier_args (identifier_filepath) identifier_filepath )parameters (block (for_statement (identifier_regexp_exclude_path) identifier_regexp_exclude_path (attribute (identifier_args) identifier_args (identifier_regexp) identifier_regexp )attribute (block (if_statement (call (attribute (identifier_re) identifier_re (identifier_match) identifier_match )attribute (argument_list (identifier_regexp_exclude_path) identifier_regexp_exclude_path (identifier_filepath) identifier_filepath )argument_list )call (block (return_statement (True) True )return_statement )block )if_statement )block )for_statement (expression_statement (assignment (identifier_abspath) identifier_abspath (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_abspath) identifier_abspath )attribute (argument_list (identifier_filepath) identifier_filepath )argument_list )call )assignment )expression_statement (if_statement (attribute (identifier_args) identifier_args (identifier_include) identifier_include )attribute (block (expression_statement (assignment (identifier_out_of_include_dirs) identifier_out_of_include_dirs (True) True )assignment )expression_statement (for_statement (identifier_incl_path) identifier_incl_path (attribute (identifier_args) identifier_args (identifier_include) identifier_include )attribute (block (expression_statement (assignment (identifier_absolute_include_path) identifier_absolute_include_path (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_abspath) identifier_abspath )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (attribute (identifier_args) identifier_args (identifier_root) identifier_root )attribute (identifier_incl_path) identifier_incl_path )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (call (identifier_is_child_dir) identifier_is_child_dir (argument_list (identifier_absolute_include_path) identifier_absolute_include_path (identifier_abspath) identifier_abspath )argument_list )call (block (expression_statement (assignment (identifier_out_of_include_dirs) identifier_out_of_include_dirs (False) False )assignment )expression_statement (break_statement )break_statement )block )if_statement )block )for_statement (if_statement (identifier_out_of_include_dirs) identifier_out_of_include_dirs (block (return_statement (True) True )return_statement )block )if_statement )block )if_statement (expression_statement (assignment (identifier_excl_rules) identifier_excl_rules (call (identifier_create_exclude_rules) identifier_create_exclude_rules (argument_list (identifier_args) identifier_args )argument_list )call )assignment )expression_statement (for_statement (pattern_list (identifier_i) identifier_i (identifier_rule) identifier_rule )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (identifier_excl_rules) identifier_excl_rules )argument_list )call (block (if_statement (comparison_operator (subscript (identifier_rule) identifier_rule (integer_0) integer_0 )subscript (identifier_abspath) identifier_abspath )comparison_operator (block (return_statement (subscript (identifier_rule) identifier_rule (integer_1) integer_1 )subscript )return_statement )block )if_statement (if_statement (call (identifier_is_child_dir) identifier_is_child_dir (argument_list (subscript (identifier_rule) identifier_rule (integer_0) integer_0 )subscript (identifier_abspath) identifier_abspath )argument_list )call (block (expression_statement (assignment (identifier_last_result) identifier_last_result (subscript (identifier_rule) identifier_rule (integer_1) integer_1 )subscript )assignment )expression_statement (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_excl_rules) identifier_excl_rules )argument_list )call )argument_list )call (block (expression_statement (assignment (identifier_rule_deep) identifier_rule_deep (subscript (identifier_excl_rules) identifier_excl_rules (identifier_j) identifier_j )subscript )assignment )expression_statement (if_statement (not_operator (call (identifier_is_child_dir) identifier_is_child_dir (argument_list (subscript (identifier_rule_deep) identifier_rule_deep (integer_0) integer_0 )subscript (identifier_abspath) identifier_abspath )argument_list )call )not_operator (block (break_statement )break_statement )block )if_statement (expression_statement (assignment (identifier_last_result) identifier_last_result (subscript (identifier_rule_deep) identifier_rule_deep (integer_1) integer_1 )subscript )assignment )expression_statement )block )for_statement (return_statement (identifier_last_result) identifier_last_result )return_statement )block )if_statement )block )for_statement (return_statement (False) False )return_statement )block )function_definition )module
Returns true if the filepath is under the one of the exclude path.
(module (function_definition (function_name_search) function_name_search (parameters (identifier_self) identifier_self (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (return_statement (call (attribute (call (identifier_super) identifier_super (argument_list (identifier_ApiVlan) identifier_ApiVlan (identifier_self) identifier_self )argument_list )call (identifier_get) identifier_get )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_prepare_url) identifier_prepare_url )attribute (argument_list (string_'api/v3/vlan/') string_'api/v3/vlan/' (identifier_kwargs) identifier_kwargs )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Method to search vlan's based on extends search. :param search: Dict containing QuerySets to find vlan's. :param include: Array containing fields to include on response. :param exclude: Array containing fields to exclude on response. :param fields: Array containing fields to override default fields. :param kind: Determine if result will be detailed ('detail') or basic ('basic'). :return: Dict containing vlan's
(module (function_definition (function_name_expected_h) function_name_expected_h (parameters (identifier_nvals) identifier_nvals (default_parameter (identifier_fit) identifier_fit (string_"RANSAC") string_"RANSAC" )default_parameter )parameters (block (expression_statement (assignment (identifier_rsvals) identifier_rsvals (list_comprehension (call (identifier_expected_rs) identifier_expected_rs (argument_list (identifier_n) identifier_n )argument_list )call (for_in_clause (identifier_n) identifier_n (identifier_nvals) identifier_nvals )for_in_clause )list_comprehension )assignment )expression_statement (expression_statement (assignment (identifier_poly) identifier_poly (call (identifier_poly_fit) identifier_poly_fit (argument_list (call (attribute (identifier_np) identifier_np (identifier_log) identifier_log )attribute (argument_list (identifier_nvals) identifier_nvals )argument_list )call (call (attribute (identifier_np) identifier_np (identifier_log) identifier_log )attribute (argument_list (identifier_rsvals) identifier_rsvals )argument_list )call (integer_1) integer_1 (keyword_argument (identifier_fit) identifier_fit (identifier_fit) identifier_fit )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (subscript (identifier_poly) identifier_poly (integer_0) integer_0 )subscript )return_statement )block )function_definition )module
Uses expected_rs to calculate the expected value for the Hurst exponent h based on the values of n used for the calculation. Args: nvals (iterable of int): the values of n used to calculate the individual (R/S)_n KWargs: fit (str): the fitting method to use for the line fit, either 'poly' for normal least squares polynomial fitting or 'RANSAC' for RANSAC-fitting which is more robust to outliers Returns: float: expected h for white noise
(module (function_definition (function_name__process_string_token) function_name__process_string_token (parameters (identifier_self) identifier_self (identifier_token) identifier_token (identifier_start_row) identifier_start_row (identifier_start_col) identifier_start_col )parameters (block (for_statement (pattern_list (identifier_i) identifier_i (identifier_char) identifier_char )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (identifier_token) identifier_token )argument_list )call (block (if_statement (comparison_operator (identifier_char) identifier_char (identifier_QUOTES) identifier_QUOTES )comparison_operator (block (break_statement )break_statement )block )if_statement )block )for_statement (expression_statement (assignment (identifier_norm_quote) identifier_norm_quote (subscript (identifier_token) identifier_token (slice (identifier_i) identifier_i (colon) colon )slice )subscript )assignment )expression_statement (if_statement (boolean_operator (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_norm_quote) identifier_norm_quote )argument_list )call (integer_3) integer_3 )comparison_operator (comparison_operator (subscript (identifier_norm_quote) identifier_norm_quote (slice (colon) colon (integer_3) integer_3 )slice )subscript (call (attribute (identifier_TRIPLE_QUOTE_OPTS) identifier_TRIPLE_QUOTE_OPTS (identifier_values) identifier_values )attribute (argument_list )argument_list )call )comparison_operator )boolean_operator (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__tokenized_triple_quotes) identifier__tokenized_triple_quotes )attribute (identifier_start_row) identifier_start_row )subscript (tuple (identifier_token) identifier_token (subscript (identifier_norm_quote) identifier_norm_quote (slice (colon) colon (integer_3) integer_3 )slice )subscript (identifier_start_row) identifier_start_row (identifier_start_col) identifier_start_col )tuple )assignment )expression_statement (return_statement )return_statement )block )if_statement (expression_statement (assignment (identifier_preferred_quote) identifier_preferred_quote (call (attribute (identifier_SMART_QUOTE_OPTS) identifier_SMART_QUOTE_OPTS (identifier_get) identifier_get )attribute (argument_list (attribute (attribute (identifier_self) identifier_self (identifier_config) identifier_config )attribute (identifier_string_quote) identifier_string_quote )attribute )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (attribute (attribute (identifier_self) identifier_self (identifier_config) identifier_config )attribute (identifier_string_quote) identifier_string_quote )attribute (identifier_SMART_CONFIG_OPTS) identifier_SMART_CONFIG_OPTS )comparison_operator (block (expression_statement (assignment (identifier_other_quote) identifier_other_quote (call (identifier_next) identifier_next (generator_expression (identifier_q) identifier_q (for_in_clause (identifier_q) identifier_q (identifier_QUOTES) identifier_QUOTES )for_in_clause (if_clause (comparison_operator (identifier_q) identifier_q (identifier_preferred_quote) identifier_preferred_quote )comparison_operator )if_clause )generator_expression )call )assignment )expression_statement (if_statement (boolean_operator (comparison_operator (identifier_preferred_quote) identifier_preferred_quote (subscript (identifier_token) identifier_token (slice (binary_operator (identifier_i) identifier_i (integer_1) integer_1 )binary_operator (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )comparison_operator (comparison_operator (identifier_other_quote) identifier_other_quote (subscript (identifier_token) identifier_token (slice (binary_operator (identifier_i) identifier_i (integer_1) integer_1 )binary_operator (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_preferred_quote) identifier_preferred_quote (identifier_other_quote) identifier_other_quote )assignment )expression_statement )block )if_statement )block )if_statement (if_statement (comparison_operator (subscript (identifier_norm_quote) identifier_norm_quote (integer_0) integer_0 )subscript (identifier_preferred_quote) identifier_preferred_quote )comparison_operator (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__invalid_string_quote) identifier__invalid_string_quote )attribute (argument_list (keyword_argument (identifier_quote) identifier_quote (subscript (identifier_norm_quote) identifier_norm_quote (integer_0) integer_0 )subscript )keyword_argument (keyword_argument (identifier_row) identifier_row (identifier_start_row) identifier_start_row )keyword_argument (keyword_argument (identifier_correct_quote) identifier_correct_quote (identifier_preferred_quote) identifier_preferred_quote )keyword_argument (keyword_argument (identifier_col) identifier_col (identifier_start_col) identifier_start_col )keyword_argument )argument_list )call )expression_statement )block )if_statement )block )function_definition )module
Internal method for identifying and checking string tokens from the token stream. Args: token: the token to check. start_row: the line on which the token was found. start_col: the column on which the token was found.
(module (function_definition (function_name_dataset_list_cli) function_name_dataset_list_cli (parameters (identifier_self) identifier_self (default_parameter (identifier_sort_by) identifier_sort_by (None) None )default_parameter (default_parameter (identifier_size) identifier_size (None) None )default_parameter (default_parameter (identifier_file_type) identifier_file_type (None) None )default_parameter (default_parameter (identifier_license_name) identifier_license_name (None) None )default_parameter (default_parameter (identifier_tag_ids) identifier_tag_ids (None) None )default_parameter (default_parameter (identifier_search) identifier_search (None) None )default_parameter (default_parameter (identifier_user) identifier_user (None) None )default_parameter (default_parameter (identifier_mine) identifier_mine (False) False )default_parameter (default_parameter (identifier_page) identifier_page (integer_1) integer_1 )default_parameter (default_parameter (identifier_csv_display) identifier_csv_display (False) False )default_parameter )parameters (block (expression_statement (assignment (identifier_datasets) identifier_datasets (call (attribute (identifier_self) identifier_self (identifier_dataset_list) identifier_dataset_list )attribute (argument_list (identifier_sort_by) identifier_sort_by (identifier_size) identifier_size (identifier_file_type) identifier_file_type (identifier_license_name) identifier_license_name (identifier_tag_ids) identifier_tag_ids (identifier_search) identifier_search (identifier_user) identifier_user (identifier_mine) identifier_mine (identifier_page) identifier_page )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_fields) identifier_fields (list (string_'ref') string_'ref' (string_'title') string_'title' (string_'size') string_'size' (string_'lastUpdated') string_'lastUpdated' (string_'downloadCount') string_'downloadCount' )list )assignment )expression_statement (if_statement (identifier_datasets) identifier_datasets (block (if_statement (identifier_csv_display) identifier_csv_display (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_print_csv) identifier_print_csv )attribute (argument_list (identifier_datasets) identifier_datasets (identifier_fields) identifier_fields )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_print_table) identifier_print_table )attribute (argument_list (identifier_datasets) identifier_datasets (identifier_fields) identifier_fields )argument_list )call )expression_statement )block )else_clause )if_statement )block (else_clause (block (expression_statement (call (identifier_print) identifier_print (argument_list (string_'No datasets found') string_'No datasets found' )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
a wrapper to datasets_list for the client. Additional parameters are described here, see dataset_list for others. Parameters ========== sort_by: how to sort the result, see valid_sort_bys for options size: the size of the dataset, see valid_sizes for string options file_type: the format, see valid_file_types for string options license_name: string descriptor for license, see valid_license_names tag_ids: tag identifiers to filter the search search: a search term to use (default is empty string) user: username to filter the search to mine: boolean if True, group is changed to "my" to return personal page: the page to return (default is 1) csv_display: if True, print comma separated values instead of table
(module (function_definition (function_name_close) function_name_close (parameters (identifier_self) identifier_self )parameters (block (if_statement (attribute (identifier_self) identifier_self (identifier_message_handler) identifier_message_handler )attribute (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_message_handler) identifier_message_handler )attribute (identifier_destroy) identifier_destroy )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_message_handler) identifier_message_handler )attribute (None) None )assignment )expression_statement )block )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__shutdown) identifier__shutdown )attribute (True) True )assignment )expression_statement (if_statement (attribute (identifier_self) identifier_self (identifier__keep_alive_thread) identifier__keep_alive_thread )attribute (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__keep_alive_thread) identifier__keep_alive_thread )attribute (identifier_join) identifier_join )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__keep_alive_thread) identifier__keep_alive_thread )attribute (None) None )assignment )expression_statement )block )if_statement (if_statement (not_operator (attribute (identifier_self) identifier_self (identifier__session) identifier__session )attribute )not_operator (block (return_statement )return_statement )block )if_statement (if_statement (not_operator (attribute (attribute (identifier_self) identifier_self (identifier__connection) identifier__connection )attribute (identifier_cbs) identifier_cbs )attribute )not_operator (block (expression_statement (call (attribute (identifier__logger) identifier__logger (identifier_debug) identifier_debug )attribute (argument_list (string_"Closing non-CBS session.") string_"Closing non-CBS session." )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__session) identifier__session )attribute (identifier_destroy) identifier_destroy )attribute (argument_list )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier__logger) identifier__logger (identifier_debug) identifier_debug )attribute (argument_list (string_"CBS session pending.") string_"CBS session pending." )argument_list )call )expression_statement )block )else_clause )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__session) identifier__session )attribute (None) None )assignment )expression_statement (if_statement (not_operator (attribute (identifier_self) identifier_self (identifier__ext_connection) identifier__ext_connection )attribute )not_operator (block (expression_statement (call (attribute (identifier__logger) identifier__logger (identifier_debug) identifier_debug )attribute (argument_list (string_"Closing exclusive connection.") string_"Closing exclusive connection." )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__connection) identifier__connection )attribute (identifier_destroy) identifier_destroy )attribute (argument_list )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier__logger) identifier__logger (identifier_debug) identifier_debug )attribute (argument_list (string_"Shared connection remaining open.") string_"Shared connection remaining open." )argument_list )call )expression_statement )block )else_clause )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__connection) identifier__connection )attribute (None) None )assignment )expression_statement )block )function_definition )module
Close the client. This includes closing the Session and CBS authentication layer as well as the Connection. If the client was opened using an external Connection, this will be left intact. No further messages can be sent or received and the client cannot be re-opened. All pending, unsent messages will remain uncleared to allow them to be inspected and queued to a new client.
(module (function_definition (function_name_monitor) function_name_monitor (parameters (identifier_app) identifier_app )parameters (block (expression_statement (assignment (identifier_heroku_app) identifier_heroku_app (call (identifier_HerokuApp) identifier_HerokuApp (argument_list (keyword_argument (identifier_dallinger_uid) identifier_dallinger_uid (identifier_app) identifier_app )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_webbrowser) identifier_webbrowser (identifier_open) identifier_open )attribute (argument_list (attribute (identifier_heroku_app) identifier_heroku_app (identifier_dashboard_url) identifier_dashboard_url )attribute )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_webbrowser) identifier_webbrowser (identifier_open) identifier_open )attribute (argument_list (string_"https://requester.mturk.com/mturk/manageHITs") string_"https://requester.mturk.com/mturk/manageHITs" )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_heroku_app) identifier_heroku_app (identifier_open_logs) identifier_open_logs )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (identifier_check_call) identifier_check_call (argument_list (list (string_"open") string_"open" (attribute (identifier_heroku_app) identifier_heroku_app (identifier_db_uri) identifier_db_uri )attribute )list )argument_list )call )expression_statement (while_statement (call (identifier__keep_running) identifier__keep_running (argument_list )argument_list )call (block (expression_statement (assignment (identifier_summary) identifier_summary (call (identifier_get_summary) identifier_get_summary (argument_list (identifier_app) identifier_app )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_click) identifier_click (identifier_clear) identifier_clear )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_click) identifier_click (identifier_echo) identifier_echo )attribute (argument_list (identifier_header) identifier_header )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_click) identifier_click (identifier_echo) identifier_echo )attribute (argument_list (call (attribute (string_"\nExperiment {}\n") string_"\nExperiment {}\n" (identifier_format) identifier_format )attribute (argument_list (identifier_app) identifier_app )argument_list )call )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_click) identifier_click (identifier_echo) identifier_echo )attribute (argument_list (identifier_summary) identifier_summary )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_time) identifier_time (identifier_sleep) identifier_sleep )attribute (argument_list (integer_10) integer_10 )argument_list )call )expression_statement )block )while_statement )block )function_definition )module
Set up application monitoring.
(module (function_definition (function_name_multi_split) function_name_multi_split (parameters (identifier_txt) identifier_txt (identifier_delims) identifier_delims )parameters (block (expression_statement (assignment (identifier_res) identifier_res (list (identifier_txt) identifier_txt )list )assignment )expression_statement (for_statement (identifier_delimChar) identifier_delimChar (identifier_delims) identifier_delims (block (expression_statement (assignment (pattern_list (identifier_txt) identifier_txt (identifier_res) identifier_res )pattern_list (expression_list (identifier_res) identifier_res (list )list )expression_list )assignment )expression_statement (for_statement (identifier_word) identifier_word (identifier_txt) identifier_txt (block (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_word) identifier_word )argument_list )call (integer_1) integer_1 )comparison_operator (block (expression_statement (augmented_assignment (identifier_res) identifier_res (call (attribute (identifier_word) identifier_word (identifier_split) identifier_split )attribute (argument_list (identifier_delimChar) identifier_delimChar )argument_list )call )augmented_assignment )expression_statement )block )if_statement )block )for_statement )block )for_statement (return_statement (identifier_res) identifier_res )return_statement )block )function_definition )module
split by multiple delimiters
(module (function_definition (function_name_derive_key_block) function_name_derive_key_block (parameters (identifier_self) identifier_self (identifier_master_secret) identifier_master_secret (identifier_server_random) identifier_server_random (identifier_client_random) identifier_client_random (identifier_req_len) identifier_req_len )parameters (block (expression_statement (assignment (identifier_seed) identifier_seed (binary_operator (identifier_server_random) identifier_server_random (identifier_client_random) identifier_client_random )binary_operator )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_tls_version) identifier_tls_version )attribute (integer_0x0300) integer_0x0300 )comparison_operator (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_prf) identifier_prf )attribute (argument_list (identifier_master_secret) identifier_master_secret (identifier_seed) identifier_seed (identifier_req_len) identifier_req_len )argument_list )call )return_statement )block (else_clause (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_prf) identifier_prf )attribute (argument_list (identifier_master_secret) identifier_master_secret (string_b"key expansion") string_b"key expansion" (identifier_seed) identifier_seed (identifier_req_len) identifier_req_len )argument_list )call )return_statement )block )else_clause )if_statement )block )function_definition )module
Perform the derivation of master_secret into a key_block of req_len requested length. See RFC 5246, section 6.3.
(module (function_definition (function_name_get_templates_per_page) function_name_get_templates_per_page (parameters (identifier_self) identifier_self (default_parameter (identifier_per_page) identifier_per_page (integer_1000) integer_1000 )default_parameter (default_parameter (identifier_page) identifier_page (integer_1) integer_1 )default_parameter (default_parameter (identifier_params) identifier_params (None) None )default_parameter )parameters (block (return_statement (call (attribute (identifier_self) identifier_self (identifier__get_resource_per_page) identifier__get_resource_per_page )attribute (argument_list (keyword_argument (identifier_resource) identifier_resource (identifier_TEMPLATES) identifier_TEMPLATES )keyword_argument (keyword_argument (identifier_per_page) identifier_per_page (identifier_per_page) identifier_per_page )keyword_argument (keyword_argument (identifier_page) identifier_page (identifier_page) identifier_page )keyword_argument (keyword_argument (identifier_params) identifier_params (identifier_params) identifier_params )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Get templates per page :param per_page: How many objects per page. Default: 1000 :param page: Which page. Default: 1 :param params: Search parameters. Default: {} :return: list
(module (function_definition (function_name_list_inactive_vms) function_name_list_inactive_vms (parameters (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_vms) identifier_vms (list )list )assignment )expression_statement (expression_statement (assignment (identifier_conn) identifier_conn (call (identifier___get_conn) identifier___get_conn (argument_list (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement (for_statement (identifier_dom) identifier_dom (call (identifier__get_domain) identifier__get_domain (argument_list (identifier_conn) identifier_conn (keyword_argument (identifier_iterable) identifier_iterable (True) True )keyword_argument (keyword_argument (identifier_active) identifier_active (False) False )keyword_argument )argument_list )call (block (expression_statement (call (attribute (identifier_vms) identifier_vms (identifier_append) identifier_append )attribute (argument_list (call (attribute (identifier_dom) identifier_dom (identifier_name) identifier_name )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block )for_statement (expression_statement (call (attribute (identifier_conn) identifier_conn (identifier_close) identifier_close )attribute (argument_list )argument_list )call )expression_statement (return_statement (identifier_vms) identifier_vms )return_statement )block )function_definition )module
Return a list of names for inactive virtual machine on the minion :param connection: libvirt connection URI, overriding defaults .. versionadded:: 2019.2.0 :param username: username to connect with, overriding defaults .. versionadded:: 2019.2.0 :param password: password to connect with, overriding defaults .. versionadded:: 2019.2.0 CLI Example: .. code-block:: bash salt '*' virt.list_inactive_vms
(module (function_definition (function_name_join_group_with_token) function_name_join_group_with_token (parameters (identifier_self) identifier_self (identifier_group_hashtag) identifier_group_hashtag (identifier_group_jid) identifier_group_jid (identifier_join_token) identifier_join_token )parameters (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_info) identifier_info )attribute (argument_list (call (attribute (string_"[+] Trying to join the group '{}' with JID {}") string_"[+] Trying to join the group '{}' with JID {}" (identifier_format) identifier_format )attribute (argument_list (identifier_group_hashtag) identifier_group_hashtag (identifier_group_jid) identifier_group_jid )argument_list )call )argument_list )call )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__send_xmpp_element) identifier__send_xmpp_element )attribute (argument_list (call (attribute (identifier_roster) identifier_roster (identifier_GroupJoinRequest) identifier_GroupJoinRequest )attribute (argument_list (identifier_group_hashtag) identifier_group_hashtag (identifier_join_token) identifier_join_token (identifier_group_jid) identifier_group_jid )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Tries to join into a specific group, using a cryptographic token that was received earlier from a search :param group_hashtag: The public hashtag of the group into which to join (like '#Music') :param group_jid: The JID of the same group :param join_token: a token that can be extracted in the callback on_group_search_response, after calling search_group()
(module (function_definition (function_name__get_association_classes) function_name__get_association_classes (parameters (identifier_self) identifier_self (identifier_namespace) identifier_namespace )parameters (block (expression_statement (assignment (identifier_class_repo) identifier_class_repo (call (attribute (identifier_self) identifier_self (identifier__get_class_repo) identifier__get_class_repo )attribute (argument_list (identifier_namespace) identifier_namespace )argument_list )call )assignment )expression_statement (for_statement (identifier_cl) identifier_cl (call (attribute (identifier_six) identifier_six (identifier_itervalues) identifier_itervalues )attribute (argument_list (identifier_class_repo) identifier_class_repo )argument_list )call (block (if_statement (comparison_operator (string_'Association') string_'Association' (attribute (identifier_cl) identifier_cl (identifier_qualifiers) identifier_qualifiers )attribute )comparison_operator (block (expression_statement (yield (identifier_cl) identifier_cl )yield )expression_statement )block )if_statement )block )for_statement (return_statement )return_statement )block )function_definition )module
Return iterator of associator classes from the class repo Returns the classes that have associations qualifier. Does NOT copy so these are what is in repository. User functions MUST NOT modify these classes. Returns: Returns generator where each yield returns a single association class
(module (function_definition (function_name_gui_repaint) function_name_gui_repaint (parameters (identifier_self) identifier_self (default_parameter (identifier_drawDC) identifier_drawDC (None) None )default_parameter )parameters (block (expression_statement (call (identifier_DEBUG_MSG) identifier_DEBUG_MSG (argument_list (string_"gui_repaint()") string_"gui_repaint()" (integer_1) integer_1 (identifier_self) identifier_self )argument_list )call )expression_statement (if_statement (call (attribute (identifier_self) identifier_self (identifier_IsShownOnScreen) identifier_IsShownOnScreen )attribute (argument_list )argument_list )call (block (if_statement (comparison_operator (identifier_drawDC) identifier_drawDC (None) None )comparison_operator (block (expression_statement (assignment (identifier_drawDC) identifier_drawDC (call (attribute (identifier_wx) identifier_wx (identifier_ClientDC) identifier_ClientDC )attribute (argument_list (identifier_self) identifier_self )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_drawDC) identifier_drawDC (identifier_DrawBitmap) identifier_DrawBitmap )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_bitmap) identifier_bitmap )attribute (integer_0) integer_0 (integer_0) integer_0 )argument_list )call )expression_statement )block (else_clause (block (pass_statement )pass_statement )block )else_clause )if_statement )block )function_definition )module
Performs update of the displayed image on the GUI canvas, using the supplied device context. If drawDC is None, a ClientDC will be used to redraw the image.
(module (function_definition (function_name_create_atomic_wrapper) function_name_create_atomic_wrapper (parameters (identifier_cls) identifier_cls (identifier_wrapped_func) identifier_wrapped_func )parameters (block (function_definition (function_name__create_atomic_wrapper) function_name__create_atomic_wrapper (parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (with_statement (with_clause (with_item (call (attribute (identifier_transaction) identifier_transaction (identifier_atomic) identifier_atomic )attribute (argument_list )argument_list )call )with_item )with_clause (block (return_statement (call (identifier_wrapped_func) identifier_wrapped_func (argument_list (list_splat (identifier_args) identifier_args )list_splat (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )with_statement )block )function_definition (return_statement (identifier__create_atomic_wrapper) identifier__create_atomic_wrapper )return_statement )block )function_definition )module
Returns a wrapped function.
(module (function_definition (function_name_averaged_sgd_entropic_transport) function_name_averaged_sgd_entropic_transport (parameters (identifier_a) identifier_a (identifier_b) identifier_b (identifier_M) identifier_M (identifier_reg) identifier_reg (default_parameter (identifier_numItermax) identifier_numItermax (integer_300000) integer_300000 )default_parameter (default_parameter (identifier_lr) identifier_lr (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_lr) identifier_lr (None) None )comparison_operator (block (expression_statement (assignment (identifier_lr) identifier_lr (binary_operator (float_1.) float_1. (call (identifier_max) identifier_max (argument_list (binary_operator (identifier_a) identifier_a (identifier_reg) identifier_reg )binary_operator )argument_list )call )binary_operator )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_n_source) identifier_n_source (subscript (call (attribute (identifier_np) identifier_np (identifier_shape) identifier_shape )attribute (argument_list (identifier_M) identifier_M )argument_list )call (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (assignment (identifier_n_target) identifier_n_target (subscript (call (attribute (identifier_np) identifier_np (identifier_shape) identifier_shape )attribute (argument_list (identifier_M) identifier_M )argument_list )call (integer_1) integer_1 )subscript )assignment )expression_statement (expression_statement (assignment (identifier_cur_beta) identifier_cur_beta (call (attribute (identifier_np) identifier_np (identifier_zeros) identifier_zeros )attribute (argument_list (identifier_n_target) identifier_n_target )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_ave_beta) identifier_ave_beta (call (attribute (identifier_np) identifier_np (identifier_zeros) identifier_zeros )attribute (argument_list (identifier_n_target) identifier_n_target )argument_list )call )assignment )expression_statement (for_statement (identifier_cur_iter) identifier_cur_iter (call (identifier_range) identifier_range (argument_list (identifier_numItermax) identifier_numItermax )argument_list )call (block (expression_statement (assignment (identifier_k) identifier_k (binary_operator (identifier_cur_iter) identifier_cur_iter (integer_1) integer_1 )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_i) identifier_i (call (attribute (attribute (identifier_np) identifier_np (identifier_random) identifier_random )attribute (identifier_randint) identifier_randint )attribute (argument_list (identifier_n_source) identifier_n_source )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_cur_coord_grad) identifier_cur_coord_grad (call (identifier_coordinate_grad_semi_dual) identifier_coordinate_grad_semi_dual (argument_list (identifier_b) identifier_b (identifier_M) identifier_M (identifier_reg) identifier_reg (identifier_cur_beta) identifier_cur_beta (identifier_i) identifier_i )argument_list )call )assignment )expression_statement (expression_statement (augmented_assignment (identifier_cur_beta) identifier_cur_beta (binary_operator (parenthesized_expression (binary_operator (identifier_lr) identifier_lr (call (attribute (identifier_np) identifier_np (identifier_sqrt) identifier_sqrt )attribute (argument_list (identifier_k) identifier_k )argument_list )call )binary_operator )parenthesized_expression (identifier_cur_coord_grad) identifier_cur_coord_grad )binary_operator )augmented_assignment )expression_statement (expression_statement (assignment (identifier_ave_beta) identifier_ave_beta (binary_operator (binary_operator (parenthesized_expression (binary_operator (float_1.) float_1. (identifier_k) identifier_k )binary_operator )parenthesized_expression (identifier_cur_beta) identifier_cur_beta )binary_operator (binary_operator (parenthesized_expression (binary_operator (integer_1) integer_1 (binary_operator (float_1.) float_1. (identifier_k) identifier_k )binary_operator )binary_operator )parenthesized_expression (identifier_ave_beta) identifier_ave_beta )binary_operator )binary_operator )assignment )expression_statement )block )for_statement (return_statement (identifier_ave_beta) identifier_ave_beta )return_statement )block )function_definition )module
Compute the ASGD algorithm to solve the regularized semi continous measures optimal transport max problem The function solves the following optimization problem: .. math:: \gamma = arg\min_\gamma <\gamma,M>_F + reg\cdot\Omega(\gamma) s.t. \gamma 1 = a \gamma^T 1= b \gamma \geq 0 Where : - M is the (ns,nt) metric cost matrix - :math:`\Omega` is the entropic regularization term with :math:`\Omega(\gamma)=\sum_{i,j} \gamma_{i,j}\log(\gamma_{i,j})` - a and b are source and target weights (sum to 1) The algorithm used for solving the problem is the ASGD algorithm as proposed in [18]_ [alg.2] Parameters ---------- b : np.ndarray(nt,) target measure M : np.ndarray(ns, nt) cost matrix reg : float number Regularization term > 0 numItermax : int number number of iteration lr : float number learning rate Returns ------- ave_v : np.ndarray(nt,) dual variable Examples -------- >>> n_source = 7 >>> n_target = 4 >>> reg = 1 >>> numItermax = 300000 >>> a = ot.utils.unif(n_source) >>> b = ot.utils.unif(n_target) >>> rng = np.random.RandomState(0) >>> X_source = rng.randn(n_source, 2) >>> Y_target = rng.randn(n_target, 2) >>> M = ot.dist(X_source, Y_target) >>> method = "ASGD" >>> asgd_pi = stochastic.solve_semi_dual_entropic(a, b, M, reg, method, numItermax) >>> print(asgd_pi) References ---------- [Genevay et al., 2016] : Stochastic Optimization for Large-scale Optimal Transport, Advances in Neural Information Processing Systems (2016), arXiv preprint arxiv:1605.08527.
(module (function_definition (function_name_recompile_all) function_name_recompile_all (parameters (identifier_path) identifier_path )parameters (block (import_statement (dotted_name (identifier_os) identifier_os )dotted_name )import_statement (if_statement (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_isdir) identifier_isdir )attribute (argument_list (identifier_path) identifier_path )argument_list )call (block (for_statement (pattern_list (identifier_root) identifier_root (identifier_dirs) identifier_dirs (identifier_files) identifier_files )pattern_list (call (attribute (identifier_os) identifier_os (identifier_walk) identifier_walk )attribute (argument_list (identifier_path) identifier_path )argument_list )call (block (for_statement (identifier_name) identifier_name (identifier_files) identifier_files (block (if_statement (call (attribute (identifier_name) identifier_name (identifier_endswith) identifier_endswith )attribute (argument_list (string_'.py') string_'.py' )argument_list )call (block (expression_statement (assignment (identifier_filename) identifier_filename (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_abspath) identifier_abspath )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_root) identifier_root (identifier_name) identifier_name )argument_list )call )argument_list )call )assignment )expression_statement (print_statement (chevron (attribute (identifier_sys) identifier_sys (identifier_stderr) identifier_stderr )attribute )chevron (identifier_filename) identifier_filename )print_statement (expression_statement (call (identifier_recompile) identifier_recompile (argument_list (identifier_filename) identifier_filename )argument_list )call )expression_statement )block )if_statement )block )for_statement )block )for_statement )block (else_clause (block (expression_statement (assignment (identifier_filename) identifier_filename (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_abspath) identifier_abspath )attribute (argument_list (identifier_path) identifier_path )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_recompile) identifier_recompile (argument_list (identifier_filename) identifier_filename )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
recursively recompile all .py files in the directory
(module (function_definition (function_name_as_dict) function_name_as_dict (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_tags_dict) identifier_tags_dict (call (identifier_dict) identifier_dict (argument_list (identifier_self) identifier_self )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_tags_dict) identifier_tags_dict (string_'@module') string_'@module' )subscript (attribute (attribute (identifier_self) identifier_self (identifier___class__) identifier___class__ )attribute (identifier___module__) identifier___module__ )attribute )assignment )expression_statement (expression_statement (assignment (subscript (identifier_tags_dict) identifier_tags_dict (string_'@class') string_'@class' )subscript (attribute (attribute (identifier_self) identifier_self (identifier___class__) identifier___class__ )attribute (identifier___name__) identifier___name__ )attribute )assignment )expression_statement (return_statement (identifier_tags_dict) identifier_tags_dict )return_statement )block )function_definition )module
Dict representation. Returns: Dictionary of parameters from fefftags object
(module (function_definition (function_name__get_content) function_name__get_content (parameters (identifier_self) identifier_self (identifier_url) identifier_url )parameters (block (expression_statement (string_"Get HTML content") string_"Get HTML content" )expression_statement (expression_statement (assignment (identifier_target_url) identifier_target_url (binary_operator (binary_operator (attribute (identifier_self) identifier_self (identifier__db_url) identifier__db_url )attribute (string_'/') string_'/' )binary_operator (call (identifier_unquote) identifier_unquote (argument_list (identifier_url) identifier_url )argument_list )call )binary_operator )assignment )expression_statement (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (call (attribute (string_"Opening '{0}'") string_"Opening '{0}'" (identifier_format) identifier_format )attribute (argument_list (identifier_target_url) identifier_target_url )argument_list )call )argument_list )call )expression_statement (try_statement (block (expression_statement (assignment (identifier_f) identifier_f (call (attribute (attribute (identifier_self) identifier_self (identifier_opener) identifier_opener )attribute (identifier_open) identifier_open )attribute (argument_list (identifier_target_url) identifier_target_url )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (identifier_HTTPError) identifier_HTTPError (as_pattern_target (identifier_e) identifier_e )as_pattern_target )as_pattern (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_error) identifier_error )attribute (argument_list (string_"HTTP error, your session may be expired.") string_"HTTP error, your session may be expired." )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_log) identifier_log (identifier_error) identifier_error )attribute (argument_list (identifier_e) identifier_e )argument_list )call )expression_statement (if_statement (comparison_operator (call (identifier_input) identifier_input (argument_list (string_"Request new permanent session and retry? (y/n)") string_"Request new permanent session and retry? (y/n)" )argument_list )call (string_'yY') string_'yY' )comparison_operator (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_request_permanent_session) identifier_request_permanent_session )attribute (argument_list )argument_list )call )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__get_content) identifier__get_content )attribute (argument_list (identifier_url) identifier_url )argument_list )call )return_statement )block (else_clause (block (return_statement (None) None )return_statement )block )else_clause )if_statement )block )except_clause )try_statement (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (call (attribute (string_"Accessing '{0}'") string_"Accessing '{0}'" (identifier_format) identifier_format )attribute (argument_list (identifier_target_url) identifier_target_url )argument_list )call )argument_list )call )expression_statement (try_statement (block (expression_statement (assignment (identifier_content) identifier_content (call (attribute (identifier_f) identifier_f (identifier_read) identifier_read )attribute (argument_list )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (identifier_IncompleteRead) identifier_IncompleteRead (as_pattern_target (identifier_icread) identifier_icread )as_pattern_target )as_pattern (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_critical) identifier_critical )attribute (argument_list (binary_operator (string_"Incomplete data received from the DB, ") string_"Incomplete data received from the DB, " (string_"the data could be corrupted.") string_"the data could be corrupted." )binary_operator )argument_list )call )expression_statement (expression_statement (assignment (identifier_content) identifier_content (attribute (identifier_icread) identifier_icread (identifier_partial) identifier_partial )attribute )assignment )expression_statement )block )except_clause )try_statement (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (call (attribute (string_"Got {0} bytes of data.") string_"Got {0} bytes of data." (identifier_format) identifier_format )attribute (argument_list (call (identifier_len) identifier_len (argument_list (identifier_content) identifier_content )argument_list )call )argument_list )call )argument_list )call )expression_statement (return_statement (call (attribute (identifier_content) identifier_content (identifier_decode) identifier_decode )attribute (argument_list (string_'utf-8') string_'utf-8' )argument_list )call )return_statement )block )function_definition )module
Get HTML content
(module (function_definition (function_name_log) function_name_log (parameters (identifier_self) identifier_self (identifier_branch) identifier_branch (identifier_remote) identifier_remote )parameters (block (expression_statement (assignment (identifier_log_hook) identifier_log_hook (subscript (attribute (identifier_self) identifier_self (identifier_settings) identifier_settings )attribute (string_'rebase.log-hook') string_'rebase.log-hook' )subscript )assignment )expression_statement (if_statement (identifier_log_hook) identifier_log_hook (block (if_statement (identifier_ON_WINDOWS) identifier_ON_WINDOWS (block (expression_statement (assignment (identifier_log_hook) identifier_log_hook (call (attribute (identifier_re) identifier_re (identifier_sub) identifier_sub )attribute (argument_list (string_r'\$(\d+)') string_r'\$(\d+)' (string_r'%\1') string_r'%\1' (identifier_log_hook) identifier_log_hook )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_log_hook) identifier_log_hook (call (attribute (identifier_re) identifier_re (identifier_sub) identifier_sub )attribute (argument_list (string_r'%(?!\d)') string_r'%(?!\d)' (string_'%%') string_'%%' (identifier_log_hook) identifier_log_hook )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_log_hook) identifier_log_hook (call (attribute (identifier_re) identifier_re (identifier_sub) identifier_sub )attribute (argument_list (string_r'; ?') string_r'; ?' (string_r'\n') string_r'\n' (identifier_log_hook) identifier_log_hook )argument_list )call )assignment )expression_statement (with_statement (with_clause (with_item (as_pattern (call (identifier_NamedTemporaryFile) identifier_NamedTemporaryFile (argument_list (keyword_argument (identifier_prefix) identifier_prefix (string_'PyGitUp.') string_'PyGitUp.' )keyword_argument (keyword_argument (identifier_suffix) identifier_suffix (string_'.bat') string_'.bat' )keyword_argument (keyword_argument (identifier_delete) identifier_delete (False) False )keyword_argument )argument_list )call (as_pattern_target (identifier_bat_file) identifier_bat_file )as_pattern_target )as_pattern )with_item )with_clause (block (expression_statement (call (attribute (attribute (identifier_bat_file) identifier_bat_file (identifier_file) identifier_file )attribute (identifier_write) identifier_write )attribute (argument_list (string_b'@echo off\n') string_b'@echo off\n' )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_bat_file) identifier_bat_file (identifier_file) identifier_file )attribute (identifier_write) identifier_write )attribute (argument_list (call (attribute (identifier_log_hook) identifier_log_hook (identifier_encode) identifier_encode )attribute (argument_list (string_'utf-8') string_'utf-8' )argument_list )call )argument_list )call )expression_statement )block )with_statement (expression_statement (assignment (identifier_state) identifier_state (call (attribute (identifier_subprocess) identifier_subprocess (identifier_call) identifier_call )attribute (argument_list (list (attribute (identifier_bat_file) identifier_bat_file (identifier_name) identifier_name )attribute (attribute (identifier_branch) identifier_branch (identifier_name) identifier_name )attribute (attribute (identifier_remote) identifier_remote (identifier_name) identifier_name )attribute )list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_os) identifier_os (identifier_remove) identifier_remove )attribute (argument_list (attribute (identifier_bat_file) identifier_bat_file (identifier_name) identifier_name )attribute )argument_list )call )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_state) identifier_state (call (attribute (identifier_subprocess) identifier_subprocess (identifier_call) identifier_call )attribute (argument_list (list (identifier_log_hook) identifier_log_hook (string_'git-up') string_'git-up' (attribute (identifier_branch) identifier_branch (identifier_name) identifier_name )attribute (attribute (identifier_remote) identifier_remote (identifier_name) identifier_name )attribute )list (keyword_argument (identifier_shell) identifier_shell (True) True )keyword_argument )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (if_statement (attribute (identifier_self) identifier_self (identifier_testing) identifier_testing )attribute (block (assert_statement (comparison_operator (identifier_state) identifier_state (integer_0) integer_0 )comparison_operator (string_'log_hook returned != 0') string_'log_hook returned != 0' )assert_statement )block )if_statement )block )if_statement )block )function_definition )module
Call a log-command, if set by git-up.fetch.all.
(module (function_definition (function_name_on_channel_open) function_name_on_channel_open (parameters (identifier_self) identifier_self (identifier_channel) identifier_channel )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__logger) identifier__logger )attribute (identifier_debug) identifier_debug )attribute (argument_list (string_'Channel opened') string_'Channel opened' )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__channel) identifier__channel )attribute (identifier_channel) identifier_channel )assignment )expression_statement (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier__channel) identifier__channel )attribute (identifier_parent_client) identifier_parent_client )attribute (identifier_self) identifier_self )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_add_on_channel_close_callback) identifier_add_on_channel_close_callback )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_setup_exchange) identifier_setup_exchange )attribute (argument_list (attribute (identifier_self) identifier_self (identifier__exchange) identifier__exchange )attribute )argument_list )call )expression_statement )block )function_definition )module
Invoked by pika when the channel has been opened. The channel object is passed in so we can make use of it. Since the channel is now open, we'll declare the exchange to use. :param pika.channel.Channel channel: The channel object
(module (function_definition (function_name_update_col_from_series) function_name_update_col_from_series (parameters (identifier_self) identifier_self (identifier_column_name) identifier_column_name (identifier_series) identifier_series (default_parameter (identifier_cast) identifier_cast (False) False )default_parameter )parameters (block (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_debug) identifier_debug )attribute (argument_list (call (attribute (string_'updating column {!r} in table {!r}') string_'updating column {!r} in table {!r}' (identifier_format) identifier_format )attribute (argument_list (identifier_column_name) identifier_column_name (attribute (identifier_self) identifier_self (identifier_name) identifier_name )attribute )argument_list )call )argument_list )call )expression_statement (expression_statement (assignment (identifier_col_dtype) identifier_col_dtype (attribute (subscript (attribute (identifier_self) identifier_self (identifier_local) identifier_local )attribute (identifier_column_name) identifier_column_name )subscript (identifier_dtype) identifier_dtype )attribute )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_series) identifier_series (identifier_dtype) identifier_dtype )attribute (identifier_col_dtype) identifier_col_dtype )comparison_operator (block (if_statement (identifier_cast) identifier_cast (block (expression_statement (assignment (identifier_series) identifier_series (call (attribute (identifier_series) identifier_series (identifier_astype) identifier_astype )attribute (argument_list (identifier_col_dtype) identifier_col_dtype )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_err_msg) identifier_err_msg (string_"Data type mismatch, existing:{}, update:{}") string_"Data type mismatch, existing:{}, update:{}" )assignment )expression_statement (expression_statement (assignment (identifier_err_msg) identifier_err_msg (call (attribute (identifier_err_msg) identifier_err_msg (identifier_format) identifier_format )attribute (argument_list (identifier_col_dtype) identifier_col_dtype (attribute (identifier_series) identifier_series (identifier_dtype) identifier_dtype )attribute )argument_list )call )assignment )expression_statement (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (identifier_err_msg) identifier_err_msg )argument_list )call )raise_statement )block )else_clause )if_statement )block )if_statement (expression_statement (assignment (subscript (attribute (attribute (identifier_self) identifier_self (identifier_local) identifier_local )attribute (identifier_loc) identifier_loc )attribute (attribute (identifier_series) identifier_series (identifier_index) identifier_index )attribute (identifier_column_name) identifier_column_name )subscript (identifier_series) identifier_series )assignment )expression_statement )block )function_definition )module
Update existing values in a column from another series. Index values must match in both column and series. Optionally casts data type to match the existing column. Parameters --------------- column_name : str series : panas.Series cast: bool, optional, default False
(module (function_definition (function_name_read) function_name_read (parameters (identifier_self) identifier_self (default_parameter (identifier_size) identifier_size (None) None )default_parameter )parameters (block (if_statement (not_operator (attribute (identifier_self) identifier_self (identifier__open) identifier__open )attribute )not_operator (block (raise_statement (call (attribute (identifier_pycdlibexception) identifier_pycdlibexception (identifier_PyCdlibInvalidInput) identifier_PyCdlibInvalidInput )attribute (argument_list (string_'I/O operation on closed file.') string_'I/O operation on closed file.' )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier__offset) identifier__offset )attribute (attribute (identifier_self) identifier_self (identifier__length) identifier__length )attribute )comparison_operator (block (return_statement (string_b'') string_b'' )return_statement )block )if_statement (if_statement (boolean_operator (comparison_operator (identifier_size) identifier_size (None) None )comparison_operator (comparison_operator (identifier_size) identifier_size (integer_0) integer_0 )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_data) identifier_data (call (attribute (identifier_self) identifier_self (identifier_readall) identifier_readall )attribute (argument_list )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_readsize) identifier_readsize (call (identifier_min) identifier_min (argument_list (binary_operator (attribute (identifier_self) identifier_self (identifier__length) identifier__length )attribute (attribute (identifier_self) identifier_self (identifier__offset) identifier__offset )attribute )binary_operator (identifier_size) identifier_size )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (call (attribute (attribute (identifier_self) identifier_self (identifier__fp) identifier__fp )attribute (identifier_read) identifier_read )attribute (argument_list (identifier_readsize) identifier_readsize )argument_list )call )assignment )expression_statement (expression_statement (augmented_assignment (attribute (identifier_self) identifier_self (identifier__offset) identifier__offset )attribute (identifier_readsize) identifier_readsize )augmented_assignment )expression_statement )block )else_clause )if_statement (return_statement (identifier_data) identifier_data )return_statement )block )function_definition )module
A method to read and return up to size bytes. Parameters: size - Optional parameter to read size number of bytes; if None or negative, all remaining bytes in the file will be read Returns: The number of bytes requested or the rest of the data left in the file, whichever is smaller. If the file is at or past EOF, returns an empty bytestring.
(module (function_definition (function_name_find_args) function_name_find_args (parameters (identifier_event) identifier_event (identifier_arg_type) identifier_arg_type )parameters (block (expression_statement (assignment (identifier_args) identifier_args (call (attribute (identifier_event) identifier_event (identifier_get) identifier_get )attribute (argument_list (string_'arguments') string_'arguments' (dictionary )dictionary )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_obj_tags) identifier_obj_tags (list_comprehension (identifier_arg) identifier_arg (for_in_clause (identifier_arg) identifier_arg (identifier_args) identifier_args )for_in_clause (if_clause (comparison_operator (subscript (identifier_arg) identifier_arg (string_'type') string_'type' )subscript (identifier_arg_type) identifier_arg_type )comparison_operator )if_clause )list_comprehension )assignment )expression_statement (if_statement (identifier_obj_tags) identifier_obj_tags (block (return_statement (list_comprehension (subscript (subscript (identifier_o) identifier_o (string_'value') string_'value' )subscript (string_'@id') string_'@id' )subscript (for_in_clause (identifier_o) identifier_o (identifier_obj_tags) identifier_obj_tags )for_in_clause )list_comprehension )return_statement )block (else_clause (block (return_statement (list )list )return_statement )block )else_clause )if_statement )block )function_definition )module
Return IDs of all arguments of a given type
(module (function_definition (function_name__check_base_classes) function_name__check_base_classes (parameters (identifier_base_classes) identifier_base_classes (identifier_check_for_type) identifier_check_for_type )parameters (block (expression_statement (assignment (identifier_return_value) identifier_return_value (False) False )assignment )expression_statement (for_statement (identifier_base) identifier_base (identifier_base_classes) identifier_base_classes (block (if_statement (comparison_operator (attribute (identifier_base) identifier_base (identifier___name__) identifier___name__ )attribute (identifier_check_for_type) identifier_check_for_type )comparison_operator (block (expression_statement (assignment (identifier_return_value) identifier_return_value (True) True )assignment )expression_statement (break_statement )break_statement )block (else_clause (block (expression_statement (assignment (identifier_return_value) identifier_return_value (call (identifier__check_base_classes) identifier__check_base_classes (argument_list (attribute (identifier_base) identifier_base (identifier___bases__) identifier___bases__ )attribute (identifier_check_for_type) identifier_check_for_type )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_return_value) identifier_return_value (True) True )comparison_operator (block (break_statement )break_statement )block )if_statement )block )else_clause )if_statement )block )for_statement (return_statement (identifier_return_value) identifier_return_value )return_statement )block )function_definition )module
Indicate whether ``check_for_type`` exists in ``base_classes``.
(module (function_definition (function_name__json_column) function_name__json_column (parameters (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (return_statement (call (attribute (identifier_db) identifier_db (identifier_Column) identifier_Column )attribute (argument_list (call (attribute (call (identifier_JSONType) identifier_JSONType (argument_list )argument_list )call (identifier_with_variant) identifier_with_variant )attribute (argument_list (call (attribute (identifier_postgresql) identifier_postgresql (identifier_JSON) identifier_JSON )attribute (argument_list (keyword_argument (identifier_none_as_null) identifier_none_as_null (True) True )keyword_argument )argument_list )call (string_'postgresql') string_'postgresql' )argument_list )call (keyword_argument (identifier_nullable) identifier_nullable (True) True )keyword_argument (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
Return JSON column.
(module (function_definition (function_name_get_pool_context) function_name_get_pool_context (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_context) identifier_context (dictionary (pair (attribute (attribute (identifier_self) identifier_self (identifier_current) identifier_current )attribute (identifier_lane_id) identifier_lane_id )attribute (attribute (attribute (identifier_self) identifier_self (identifier_current) identifier_current )attribute (identifier_role) identifier_role )attribute )pair (pair (string_'self') string_'self' (attribute (attribute (identifier_self) identifier_self (identifier_current) identifier_current )attribute (identifier_role) identifier_role )attribute )pair )dictionary )assignment )expression_statement (for_statement (pattern_list (identifier_lane_id) identifier_lane_id (identifier_role_id) identifier_role_id )pattern_list (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier_current) identifier_current )attribute (identifier_pool) identifier_pool )attribute (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (if_statement (identifier_role_id) identifier_role_id (block (expression_statement (assignment (subscript (identifier_context) identifier_context (identifier_lane_id) identifier_lane_id )subscript (call (attribute (identifier_lazy_object_proxy) identifier_lazy_object_proxy (identifier_Proxy) identifier_Proxy )attribute (argument_list (lambda (call (attribute (attribute (call (attribute (identifier_self) identifier_self (identifier_role_model) identifier_role_model )attribute (argument_list (identifier_super_context) identifier_super_context )argument_list )call (identifier_objects) identifier_objects )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_role_id) identifier_role_id )argument_list )call )lambda )argument_list )call )assignment )expression_statement )block )if_statement )block )for_statement (return_statement (identifier_context) identifier_context )return_statement )block )function_definition )module
Builds context for the WF pool. Returns: Context dict.
(module (function_definition (function_name_install_mediaroom_protocol) function_name_install_mediaroom_protocol (parameters (identifier_responses_callback) identifier_responses_callback (default_parameter (identifier_box_ip) identifier_box_ip (None) None )default_parameter )parameters (block (import_from_statement (relative_import (import_prefix )import_prefix )relative_import (dotted_name (identifier_version) identifier_version )dotted_name )import_from_statement (expression_statement (call (attribute (identifier__LOGGER) identifier__LOGGER (identifier_debug) identifier_debug )attribute (argument_list (identifier_version) identifier_version )argument_list )call )expression_statement (expression_statement (assignment (identifier_loop) identifier_loop (call (attribute (identifier_asyncio) identifier_asyncio (identifier_get_event_loop) identifier_get_event_loop )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_mediaroom_protocol) identifier_mediaroom_protocol (call (identifier_MediaroomProtocol) identifier_MediaroomProtocol (argument_list (identifier_responses_callback) identifier_responses_callback (identifier_box_ip) identifier_box_ip )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_sock) identifier_sock (call (identifier_create_socket) identifier_create_socket (argument_list )argument_list )call )assignment )expression_statement (expression_statement (await (call (attribute (identifier_loop) identifier_loop (identifier_create_datagram_endpoint) identifier_create_datagram_endpoint )attribute (argument_list (lambda (identifier_mediaroom_protocol) identifier_mediaroom_protocol )lambda (keyword_argument (identifier_sock) identifier_sock (identifier_sock) identifier_sock )keyword_argument )argument_list )call )await )expression_statement (return_statement (identifier_mediaroom_protocol) identifier_mediaroom_protocol )return_statement )block )function_definition )module
Install an asyncio protocol to process NOTIFY messages.
(module (function_definition (function_name_build) function_name_build (parameters (identifier_self) identifier_self (identifier_x) identifier_x (identifier_h) identifier_h (default_parameter (identifier_mask) identifier_mask (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_xw) identifier_xw (call (attribute (identifier_tf) identifier_tf (identifier_split) identifier_split )attribute (argument_list (binary_operator (call (attribute (identifier_tf) identifier_tf (identifier_matmul) identifier_matmul )attribute (argument_list (identifier_x) identifier_x (attribute (identifier_self) identifier_self (identifier_w_matrix) identifier_w_matrix )attribute )argument_list )call (attribute (identifier_self) identifier_self (identifier_bias) identifier_bias )attribute )binary_operator (integer_3) integer_3 (integer_1) integer_1 )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_hu) identifier_hu (call (attribute (identifier_tf) identifier_tf (identifier_split) identifier_split )attribute (argument_list (call (attribute (identifier_tf) identifier_tf (identifier_matmul) identifier_matmul )attribute (argument_list (identifier_h) identifier_h (attribute (identifier_self) identifier_self (identifier_U) identifier_U )attribute )argument_list )call (integer_3) integer_3 (integer_1) integer_1 )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_r) identifier_r (call (attribute (identifier_tf) identifier_tf (identifier_sigmoid) identifier_sigmoid )attribute (argument_list (binary_operator (subscript (identifier_xw) identifier_xw (integer_0) integer_0 )subscript (subscript (identifier_hu) identifier_hu (integer_0) integer_0 )subscript )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_z) identifier_z (call (attribute (identifier_tf) identifier_tf (identifier_sigmoid) identifier_sigmoid )attribute (argument_list (binary_operator (subscript (identifier_xw) identifier_xw (integer_1) integer_1 )subscript (subscript (identifier_hu) identifier_hu (integer_1) integer_1 )subscript )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_h1) identifier_h1 (call (attribute (identifier_tf) identifier_tf (identifier_tanh) identifier_tanh )attribute (argument_list (binary_operator (subscript (identifier_xw) identifier_xw (integer_2) integer_2 )subscript (binary_operator (identifier_r) identifier_r (subscript (identifier_hu) identifier_hu (integer_2) integer_2 )subscript )binary_operator )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_next_h) identifier_next_h (binary_operator (binary_operator (identifier_h1) identifier_h1 (parenthesized_expression (binary_operator (integer_1) integer_1 (identifier_z) identifier_z )binary_operator )parenthesized_expression )binary_operator (binary_operator (identifier_h) identifier_h (identifier_z) identifier_z )binary_operator )binary_operator )assignment )expression_statement (if_statement (comparison_operator (identifier_mask) identifier_mask (None) None )comparison_operator (block (expression_statement (assignment (identifier_next_h) identifier_next_h (binary_operator (binary_operator (identifier_next_h) identifier_next_h (identifier_mask) identifier_mask )binary_operator (binary_operator (identifier_h) identifier_h (parenthesized_expression (binary_operator (integer_1) integer_1 (identifier_mask) identifier_mask )binary_operator )parenthesized_expression )binary_operator )binary_operator )assignment )expression_statement )block )if_statement (return_statement (identifier_next_h) identifier_next_h )return_statement )block )function_definition )module
Build the GRU cell.
(module (function_definition (function_name___create_header) function_name___create_header (parameters (identifier_self) identifier_self (identifier_command) identifier_command (identifier_command_string) identifier_command_string (identifier_session_id) identifier_session_id (identifier_reply_id) identifier_reply_id )parameters (block (expression_statement (assignment (identifier_buf) identifier_buf (binary_operator (call (identifier_pack) identifier_pack (argument_list (string_'<4H') string_'<4H' (identifier_command) identifier_command (integer_0) integer_0 (identifier_session_id) identifier_session_id (identifier_reply_id) identifier_reply_id )argument_list )call (identifier_command_string) identifier_command_string )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_buf) identifier_buf (call (identifier_unpack) identifier_unpack (argument_list (binary_operator (string_'8B') string_'8B' (binary_operator (string_'%sB') string_'%sB' (call (identifier_len) identifier_len (argument_list (identifier_command_string) identifier_command_string )argument_list )call )binary_operator )binary_operator (identifier_buf) identifier_buf )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_checksum) identifier_checksum (subscript (call (identifier_unpack) identifier_unpack (argument_list (string_'H') string_'H' (call (attribute (identifier_self) identifier_self (identifier___create_checksum) identifier___create_checksum )attribute (argument_list (identifier_buf) identifier_buf )argument_list )call )argument_list )call (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (augmented_assignment (identifier_reply_id) identifier_reply_id (integer_1) integer_1 )augmented_assignment )expression_statement (if_statement (comparison_operator (identifier_reply_id) identifier_reply_id (attribute (identifier_const) identifier_const (identifier_USHRT_MAX) identifier_USHRT_MAX )attribute )comparison_operator (block (expression_statement (augmented_assignment (identifier_reply_id) identifier_reply_id (attribute (identifier_const) identifier_const (identifier_USHRT_MAX) identifier_USHRT_MAX )attribute )augmented_assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_buf) identifier_buf (call (identifier_pack) identifier_pack (argument_list (string_'<4H') string_'<4H' (identifier_command) identifier_command (identifier_checksum) identifier_checksum (identifier_session_id) identifier_session_id (identifier_reply_id) identifier_reply_id )argument_list )call )assignment )expression_statement (return_statement (binary_operator (identifier_buf) identifier_buf (identifier_command_string) identifier_command_string )binary_operator )return_statement )block )function_definition )module
Puts a the parts that make up a packet together and packs them into a byte string
(module (function_definition (function_name_jsk_vc_pause) function_name_jsk_vc_pause (parameters (identifier_self) identifier_self (typed_parameter (identifier_ctx) identifier_ctx (type (attribute (identifier_commands) identifier_commands (identifier_Context) identifier_Context )attribute )type )typed_parameter )parameters (block (expression_statement (assignment (identifier_voice) identifier_voice (attribute (attribute (identifier_ctx) identifier_ctx (identifier_guild) identifier_guild )attribute (identifier_voice_client) identifier_voice_client )attribute )assignment )expression_statement (if_statement (call (attribute (identifier_voice) identifier_voice (identifier_is_paused) identifier_is_paused )attribute (argument_list )argument_list )call (block (return_statement (await (call (attribute (identifier_ctx) identifier_ctx (identifier_send) identifier_send )attribute (argument_list (string_"Audio is already paused.") string_"Audio is already paused." )argument_list )call )await )return_statement )block )if_statement (expression_statement (call (attribute (identifier_voice) identifier_voice (identifier_pause) identifier_pause )attribute (argument_list )argument_list )call )expression_statement (expression_statement (await (call (attribute (identifier_ctx) identifier_ctx (identifier_send) identifier_send )attribute (argument_list (string_f"Paused audio in {voice.channel.name}.") string_f"Paused audio in {voice.channel.name}." )argument_list )call )await )expression_statement )block )function_definition )module
Pauses a running audio source, if there is one.
(module (function_definition (function_name_transformer_librispeech_tpu_v2) function_name_transformer_librispeech_tpu_v2 (parameters )parameters (block (expression_statement (assignment (identifier_hparams) identifier_hparams (call (identifier_transformer_librispeech_v2) identifier_transformer_librispeech_v2 (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_update_hparams_for_tpu) identifier_update_hparams_for_tpu (argument_list (identifier_hparams) identifier_hparams )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_hparams) identifier_hparams (identifier_batch_size) identifier_batch_size )attribute (integer_16) integer_16 )assignment )expression_statement (expression_statement (call (attribute (identifier_librispeech) identifier_librispeech (identifier_set_librispeech_length_hparams) identifier_set_librispeech_length_hparams )attribute (argument_list (identifier_hparams) identifier_hparams )argument_list )call )expression_statement (return_statement (identifier_hparams) identifier_hparams )return_statement )block )function_definition )module
HParams for training ASR model on Librispeech on TPU v2.
(module (function_definition (function_name_set_description) function_name_set_description (parameters (identifier_self) identifier_self )parameters (block (if_statement (comparison_operator (subscript (attribute (identifier_self) identifier_self (identifier_device_info) identifier_device_info )attribute (string_'type') string_'type' )subscript (string_'Router') string_'Router' )comparison_operator (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_node) identifier_node )attribute (string_'description') string_'description' )subscript (binary_operator (string_'%s %s') string_'%s %s' (tuple (subscript (attribute (identifier_self) identifier_self (identifier_device_info) identifier_device_info )attribute (string_'type') string_'type' )subscript (subscript (attribute (identifier_self) identifier_self (identifier_device_info) identifier_device_info )attribute (string_'model') string_'model' )subscript )tuple )binary_operator )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_node) identifier_node )attribute (string_'description') string_'description' )subscript (subscript (attribute (identifier_self) identifier_self (identifier_device_info) identifier_device_info )attribute (string_'desc') string_'desc' )subscript )assignment )expression_statement )block )else_clause )if_statement )block )function_definition )module
Set the node description
(module (function_definition (function_name__create_service) function_name__create_service (parameters (identifier_self) identifier_self (default_parameter (identifier_parameters) identifier_parameters (dictionary )dictionary )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_debug) identifier_debug )attribute (argument_list (string_"_create_service()") string_"_create_service()" )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_debug) identifier_debug )attribute (argument_list (call (attribute (identifier_str) identifier_str (identifier_join) identifier_join )attribute (argument_list (string_',') string_',' (list (attribute (identifier_self) identifier_self (identifier_service_name) identifier_service_name )attribute (attribute (identifier_self) identifier_self (identifier_plan_name) identifier_plan_name )attribute (attribute (identifier_self) identifier_self (identifier_name) identifier_name )attribute (call (identifier_str) identifier_str (argument_list (identifier_parameters) identifier_parameters )argument_list )call )list )argument_list )call )argument_list )call )expression_statement (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_service) identifier_service )attribute (identifier_create_service) identifier_create_service )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_service_name) identifier_service_name )attribute (attribute (identifier_self) identifier_self (identifier_plan_name) identifier_plan_name )attribute (attribute (identifier_self) identifier_self (identifier_name) identifier_name )attribute (identifier_parameters) identifier_parameters (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
Create a Cloud Foundry service that has custom parameters.