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(module (function_definition (function_name__run_nucmer) function_name__run_nucmer (parameters (identifier_self) identifier_self (identifier_ref) identifier_ref (identifier_qry) identifier_qry (identifier_outfile) identifier_outfile )parameters (block (expression_statement (assignment (identifier_n) identifier_n (call (attribute (attribute (identifier_pymummer) identifier_pymummer (identifier_nucmer) identifier_nucmer )attribute (identifier_Runner) identifier_Runner )attribute (argument_list (identifier_ref) identifier_ref (identifier_qry) identifier_qry (identifier_outfile) identifier_outfile (keyword_argument (identifier_min_id) identifier_min_id (attribute (identifier_self) identifier_self (identifier_nucmer_min_id) identifier_nucmer_min_id )attribute )keyword_argument (keyword_argument (identifier_min_length) identifier_min_length (attribute (identifier_self) identifier_self (identifier_nucmer_min_length) identifier_nucmer_min_length )attribute )keyword_argument (keyword_argument (identifier_diagdiff) identifier_diagdiff (attribute (identifier_self) identifier_self (identifier_nucmer_diagdiff) identifier_nucmer_diagdiff )attribute )keyword_argument (keyword_argument (identifier_maxmatch) identifier_maxmatch (True) True )keyword_argument (keyword_argument (identifier_breaklen) identifier_breaklen (attribute (identifier_self) identifier_self (identifier_nucmer_breaklen) identifier_nucmer_breaklen )attribute )keyword_argument (keyword_argument (identifier_simplify) identifier_simplify (True) True )keyword_argument (keyword_argument (identifier_verbose) identifier_verbose (attribute (identifier_self) identifier_self (identifier_verbose) identifier_verbose )attribute )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_n) identifier_n (identifier_run) identifier_run )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
Run nucmer of new assembly vs original assembly
(module (function_definition (function_name_remove_listener) function_name_remove_listener (parameters (identifier_self) identifier_self (identifier_registration_id) identifier_registration_id )parameters (block (try_statement (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__listeners) identifier__listeners )attribute (identifier_pop) identifier_pop )attribute (argument_list (identifier_registration_id) identifier_registration_id )argument_list )call )expression_statement (return_statement (True) True )return_statement )block (except_clause (identifier_KeyError) identifier_KeyError (block (return_statement (False) False )return_statement )block )except_clause )try_statement )block )function_definition )module
Removes a lifecycle listener. :param registration_id: (str), the id of the listener to be removed. :return: (bool), ``true`` if the listener is removed successfully, ``false`` otherwise.
(module (function_definition (function_name_first_order_score) function_name_first_order_score (parameters (identifier_y) identifier_y (identifier_mean) identifier_mean (identifier_scale) identifier_scale (identifier_shape) identifier_shape (identifier_skewness) identifier_skewness )parameters (block (return_statement (binary_operator (parenthesized_expression (binary_operator (identifier_y) identifier_y (identifier_mean) identifier_mean )binary_operator )parenthesized_expression (call (identifier_float) identifier_float (argument_list (binary_operator (identifier_scale) identifier_scale (call (attribute (identifier_np) identifier_np (identifier_abs) identifier_abs )attribute (argument_list (binary_operator (identifier_y) identifier_y (identifier_mean) identifier_mean )binary_operator )argument_list )call )binary_operator )argument_list )call )binary_operator )return_statement )block )function_definition )module
GAS Laplace Update term using gradient only - native Python function Parameters ---------- y : float datapoint for the time series mean : float location parameter for the Laplace distribution scale : float scale parameter for the Laplace distribution shape : float tail thickness parameter for the Laplace distribution skewness : float skewness parameter for the Laplace distribution Returns ---------- - Score of the Laplace family
(module (function_definition (function_name_load) function_name_load (parameters (identifier_self) identifier_self (identifier_filename) identifier_filename )parameters (block (try_statement (block (with_statement (with_clause (with_item (as_pattern (call (identifier_open) identifier_open (argument_list (identifier_filename) identifier_filename (string_'rb') string_'rb' )argument_list )call (as_pattern_target (identifier_fp) identifier_fp )as_pattern_target )as_pattern )with_item )with_clause (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_counters) identifier_counters )attribute (call (attribute (identifier_cPickle) identifier_cPickle (identifier_load) identifier_load )attribute (argument_list (identifier_fp) identifier_fp )argument_list )call )assignment )expression_statement )block )with_statement )block (except_clause (block (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_debug) identifier_debug )attribute (argument_list (string_"can't load counter from file: %s") string_"can't load counter from file: %s" (identifier_filename) identifier_filename )argument_list )call )expression_statement (return_statement (False) False )return_statement )block )except_clause )try_statement (return_statement (True) True )return_statement )block )function_definition )module
Load counters to file
(module (function_definition (function_name_get_port_bindings) function_name_get_port_bindings (parameters (identifier_container_config) identifier_container_config (identifier_client_config) identifier_client_config )parameters (block (expression_statement (assignment (identifier_port_bindings) identifier_port_bindings (dictionary )dictionary )assignment )expression_statement (expression_statement (assignment (identifier_if_ipv4) identifier_if_ipv4 (attribute (identifier_client_config) identifier_client_config (identifier_interfaces) identifier_interfaces )attribute )assignment )expression_statement (expression_statement (assignment (identifier_if_ipv6) identifier_if_ipv6 (attribute (identifier_client_config) identifier_client_config (identifier_interfaces_ipv6) identifier_interfaces_ipv6 )attribute )assignment )expression_statement (for_statement (pattern_list (identifier_exposed_port) identifier_exposed_port (identifier_ex_port_bindings) identifier_ex_port_bindings )pattern_list (call (attribute (identifier_itertools) identifier_itertools (identifier_groupby) identifier_groupby )attribute (argument_list (call (identifier_sorted) identifier_sorted (argument_list (attribute (identifier_container_config) identifier_container_config (identifier_exposes) identifier_exposes )attribute (keyword_argument (identifier_key) identifier_key (identifier__get_ex_port) identifier__get_ex_port )keyword_argument )argument_list )call (identifier__get_ex_port) identifier__get_ex_port )argument_list )call (block (expression_statement (assignment (identifier_bind_list) identifier_bind_list (call (identifier_list) identifier_list (argument_list (call (identifier__get_port_bindings) identifier__get_port_bindings (argument_list (identifier_ex_port_bindings) identifier_ex_port_bindings (identifier_if_ipv4) identifier_if_ipv4 (identifier_if_ipv6) identifier_if_ipv6 )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (identifier_bind_list) identifier_bind_list (block (expression_statement (assignment (subscript (identifier_port_bindings) identifier_port_bindings (identifier_exposed_port) identifier_exposed_port )subscript (identifier_bind_list) identifier_bind_list )assignment )expression_statement )block )if_statement )block )for_statement (return_statement (identifier_port_bindings) identifier_port_bindings )return_statement )block )function_definition )module
Generates the input dictionary contents for the ``port_bindings`` argument. :param container_config: Container configuration. :type container_config: dockermap.map.config.container.ContainerConfiguration :param client_config: Client configuration. :type client_config: dockermap.map.config.client.ClientConfiguration :return: Dictionary of ports with mapped port, and if applicable, with bind address :rtype: dict[unicode | str, list[unicode | str | int | tuple]]
(module (function_definition (function_name_get) function_name_get (parameters (identifier_self) identifier_self (default_parameter (identifier_transform) identifier_transform (None) None )default_parameter )parameters (block (if_statement (boolean_operator (not_operator (call (attribute (identifier_self) identifier_self (identifier_has_expired) identifier_has_expired )attribute (argument_list )argument_list )call )not_operator (comparison_operator (attribute (identifier_self) identifier_self (identifier__cached_copy) identifier__cached_copy )attribute (None) None )comparison_operator )boolean_operator (block (return_statement (expression_list (attribute (identifier_self) identifier_self (identifier__cached_copy) identifier__cached_copy )attribute (False) False )expression_list )return_statement )block )if_statement (return_statement (expression_list (call (attribute (identifier_self) identifier_self (identifier__refresh_cache) identifier__refresh_cache )attribute (argument_list (identifier_transform) identifier_transform )argument_list )call (True) True )expression_list )return_statement )block )function_definition )module
Return the JSON defined at the S3 location in the constructor. The get method will reload the S3 object after the TTL has expired. Fetch the JSON object from cache or S3 if necessary
(module (function_definition (function_name__rle) function_name__rle (parameters (identifier_self) identifier_self (identifier_a) identifier_a )parameters (block (expression_statement (assignment (identifier_ia) identifier_ia (call (attribute (identifier_np) identifier_np (identifier_asarray) identifier_asarray )attribute (argument_list (identifier_a) identifier_a )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_n) identifier_n (call (identifier_len) identifier_len (argument_list (identifier_ia) identifier_ia )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_y) identifier_y (call (attribute (identifier_np) identifier_np (identifier_array) identifier_array )attribute (argument_list (comparison_operator (subscript (identifier_ia) identifier_ia (slice (integer_1) integer_1 (colon) colon )slice )subscript (subscript (identifier_ia) identifier_ia (slice (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )comparison_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_i) identifier_i (call (attribute (identifier_np) identifier_np (identifier_append) identifier_append )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_where) identifier_where )attribute (argument_list (identifier_y) identifier_y )argument_list )call (binary_operator (identifier_n) identifier_n (integer_1) integer_1 )binary_operator )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_z) identifier_z (call (attribute (identifier_np) identifier_np (identifier_diff) identifier_diff )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_append) identifier_append )attribute (argument_list (unary_operator (integer_1) integer_1 )unary_operator (identifier_i) identifier_i )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_p) identifier_p (subscript (call (attribute (identifier_np) identifier_np (identifier_cumsum) identifier_cumsum )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_append) identifier_append )attribute (argument_list (integer_0) integer_0 (identifier_z) identifier_z )argument_list )call )argument_list )call (slice (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )assignment )expression_statement (return_statement (tuple (identifier_z) identifier_z (identifier_p) identifier_p (subscript (identifier_ia) identifier_ia (identifier_i) identifier_i )subscript )tuple )return_statement )block )function_definition )module
rle implementation credit to Thomas Browne from his SOF post Sept 2015 Parameters ---------- a : array, shape[n,] input vector Returns ------- z : array, shape[nt,] run lengths p : array, shape[nt,] start positions of each run ar : array, shape[nt,] values for each run
(module (function_definition (function_name_rand_bivar) function_name_rand_bivar (parameters (identifier_X) identifier_X (identifier_rho) identifier_rho )parameters (block (import_statement (aliased_import (dotted_name (identifier_numpy) identifier_numpy )dotted_name (identifier_np) identifier_np )aliased_import )import_statement (expression_statement (assignment (identifier_Y) identifier_Y (call (attribute (identifier_np) identifier_np (identifier_empty) identifier_empty )attribute (argument_list (attribute (identifier_X) identifier_X (identifier_shape) identifier_shape )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_Y) identifier_Y (slice (colon) colon )slice (integer_0) integer_0 )subscript (subscript (identifier_X) identifier_X (slice (colon) colon )slice (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (assignment (subscript (identifier_Y) identifier_Y (slice (colon) colon )slice (integer_1) integer_1 )subscript (binary_operator (binary_operator (identifier_rho) identifier_rho (subscript (identifier_X) identifier_X (slice (colon) colon )slice (integer_0) integer_0 )subscript )binary_operator (binary_operator (call (attribute (identifier_np) identifier_np (identifier_sqrt) identifier_sqrt )attribute (argument_list (binary_operator (float_1.0) float_1.0 (binary_operator (identifier_rho) identifier_rho (integer_2) integer_2 )binary_operator )binary_operator )argument_list )call (subscript (identifier_X) identifier_X (slice (colon) colon )slice (integer_1) integer_1 )subscript )binary_operator )binary_operator )assignment )expression_statement (return_statement (identifier_Y) identifier_Y )return_statement )block )function_definition )module
Transform two unrelated random variables into correlated bivariate data X : ndarray two univariate random variables with N observations as <N x 2> matrix rho : float The Pearson correlations coefficient as number between [-1, +1]
(module (function_definition (function_name_highlight) function_name_highlight (parameters (identifier_str1) identifier_str1 (identifier_str2) identifier_str2 )parameters (block (expression_statement (call (identifier_print) identifier_print (argument_list (string_'------------------------------') string_'------------------------------' )argument_list )call )expression_statement (try_statement (block (expression_statement (assignment (identifier_str2) identifier_str2 (subscript (identifier_str2) identifier_str2 (integer_0) integer_0 )subscript )assignment )expression_statement )block (except_clause (identifier_IndexError) identifier_IndexError (block (expression_statement (assignment (identifier_str2) identifier_str2 (None) None )assignment )expression_statement )block )except_clause )try_statement (if_statement (boolean_operator (identifier_str1) identifier_str1 (identifier_str2) identifier_str2 )boolean_operator (block (return_statement (call (attribute (identifier_str1) identifier_str1 (identifier_replace) identifier_replace )attribute (argument_list (identifier_str2) identifier_str2 (call (attribute (string_"<b>{}</b>") string_"<b>{}</b>" (identifier_format) identifier_format )attribute (argument_list (identifier_str2) identifier_str2 )argument_list )call )argument_list )call )return_statement )block (else_clause (block (return_statement (identifier_str1) identifier_str1 )return_statement )block )else_clause )if_statement )block )function_definition )module
Highlight str1 with the contents of str2.
(module (function_definition (function_name_validate) function_name_validate (parameters (identifier_self) identifier_self (identifier_value) identifier_value )parameters (block (for_statement (identifier_v) identifier_v (attribute (identifier_self) identifier_self (identifier_validators) identifier_validators )attribute (block (expression_statement (call (attribute (identifier_v) identifier_v (identifier_validate) identifier_validate )attribute (argument_list (identifier_value) identifier_value )argument_list )call )expression_statement )block )for_statement (return_statement (True) True )return_statement )block )function_definition )module
checks the validity of 'value' given the lits of validators
(module (function_definition (function_name_get_type_name) function_name_get_type_name (parameters (identifier_type_name) identifier_type_name (default_parameter (identifier_sub_type) identifier_sub_type (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_type_name) identifier_type_name (tuple (string_"string") string_"string" (string_"enum") string_"enum" )tuple )comparison_operator (block (return_statement (string_"string") string_"string" )return_statement )block )if_statement (if_statement (comparison_operator (identifier_type_name) identifier_type_name (string_"float") string_"float" )comparison_operator (block (return_statement (string_"float64") string_"float64" )return_statement )block )if_statement (if_statement (comparison_operator (identifier_type_name) identifier_type_name (string_"boolean") string_"boolean" )comparison_operator (block (return_statement (string_"bool") string_"bool" )return_statement )block )if_statement (if_statement (comparison_operator (identifier_type_name) identifier_type_name (string_"list") string_"list" )comparison_operator (block (expression_statement (assignment (identifier_st) identifier_st (conditional_expression (call (identifier_get_type_name) identifier_get_type_name (argument_list (keyword_argument (identifier_type_name) identifier_type_name (identifier_sub_type) identifier_sub_type )keyword_argument (keyword_argument (identifier_sub_type) identifier_sub_type (None) None )keyword_argument )argument_list )call (identifier_sub_type) identifier_sub_type (string_"interface{}") string_"interface{}" )conditional_expression )assignment )expression_statement (return_statement (binary_operator (string_"[]%s") string_"[]%s" (identifier_st) identifier_st )binary_operator )return_statement )block )if_statement (if_statement (comparison_operator (identifier_type_name) identifier_type_name (string_"integer") string_"integer" )comparison_operator (block (return_statement (string_"int") string_"int" )return_statement )block )if_statement (if_statement (comparison_operator (identifier_type_name) identifier_type_name (string_"time") string_"time" )comparison_operator (block (return_statement (string_"float64") string_"float64" )return_statement )block )if_statement (return_statement (string_"interface{}") string_"interface{}" )return_statement )block )function_definition )module
Returns a go type according to a spec type
(module (function_definition (function_name_medium_integer) function_name_medium_integer (parameters (identifier_self) identifier_self (identifier_column) identifier_column (default_parameter (identifier_auto_increment) identifier_auto_increment (False) False )default_parameter (default_parameter (identifier_unsigned) identifier_unsigned (False) False )default_parameter )parameters (block (return_statement (call (attribute (identifier_self) identifier_self (identifier__add_column) identifier__add_column )attribute (argument_list (string_'medium_integer') string_'medium_integer' (identifier_column) identifier_column (keyword_argument (identifier_auto_increment) identifier_auto_increment (identifier_auto_increment) identifier_auto_increment )keyword_argument (keyword_argument (identifier_unsigned) identifier_unsigned (identifier_unsigned) identifier_unsigned )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Create a new medium integer column on the table. :param column: The column :type column: str :type auto_increment: bool :type unsigned: bool :rtype: Fluent
(module (function_definition (function_name_closest_pair) function_name_closest_pair (parameters (identifier_arr) identifier_arr (default_parameter (identifier_give) identifier_give (string_"indicies") string_"indicies" )default_parameter )parameters (block (expression_statement (assignment (identifier_idxs) identifier_idxs (list_comprehension (identifier_idx) identifier_idx (for_in_clause (identifier_idx) identifier_idx (call (attribute (identifier_np) identifier_np (identifier_ndindex) identifier_ndindex )attribute (argument_list (attribute (identifier_arr) identifier_arr (identifier_shape) identifier_shape )attribute )argument_list )call )for_in_clause )list_comprehension )assignment )expression_statement (expression_statement (assignment (identifier_outs) identifier_outs (list )list )assignment )expression_statement (expression_statement (assignment (identifier_min_dist) identifier_min_dist (binary_operator (call (attribute (identifier_arr) identifier_arr (identifier_max) identifier_max )attribute (argument_list )argument_list )call (call (attribute (identifier_arr) identifier_arr (identifier_min) identifier_min )attribute (argument_list )argument_list )call )binary_operator )assignment )expression_statement (for_statement (identifier_idxa) identifier_idxa (identifier_idxs) identifier_idxs (block (for_statement (identifier_idxb) identifier_idxb (identifier_idxs) identifier_idxs (block (if_statement (comparison_operator (identifier_idxa) identifier_idxa (identifier_idxb) identifier_idxb )comparison_operator (block (continue_statement )continue_statement )block )if_statement (expression_statement (assignment (identifier_dist) identifier_dist (call (identifier_abs) identifier_abs (argument_list (binary_operator (subscript (identifier_arr) identifier_arr (identifier_idxa) identifier_idxa )subscript (subscript (identifier_arr) identifier_arr (identifier_idxb) identifier_idxb )subscript )binary_operator )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_dist) identifier_dist (identifier_min_dist) identifier_min_dist )comparison_operator (block (if_statement (not_operator (comparison_operator (list (identifier_idxb) identifier_idxb (identifier_idxa) identifier_idxa )list (identifier_outs) identifier_outs )comparison_operator )not_operator (block (expression_statement (call (attribute (identifier_outs) identifier_outs (identifier_append) identifier_append )attribute (argument_list (list (identifier_idxa) identifier_idxa (identifier_idxb) identifier_idxb )list )argument_list )call )expression_statement )block )if_statement )block (elif_clause (comparison_operator (identifier_dist) identifier_dist (identifier_min_dist) identifier_min_dist )comparison_operator (block (expression_statement (assignment (identifier_min_dist) identifier_min_dist (identifier_dist) identifier_dist )assignment )expression_statement (expression_statement (assignment (identifier_outs) identifier_outs (list (list (identifier_idxa) identifier_idxa (identifier_idxb) identifier_idxb )list )list )assignment )expression_statement )block )elif_clause )if_statement )block )for_statement )block )for_statement (if_statement (comparison_operator (identifier_give) identifier_give (string_"indicies") string_"indicies" )comparison_operator (block (return_statement (identifier_outs) identifier_outs )return_statement )block (elif_clause (comparison_operator (identifier_give) identifier_give (string_"distance") string_"distance" )comparison_operator (block (return_statement (identifier_min_dist) identifier_min_dist )return_statement )block )elif_clause (else_clause (block (raise_statement (call (identifier_KeyError) identifier_KeyError (argument_list (string_"give not recognized in closest_pair") string_"give not recognized in closest_pair" )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
Find the pair of indices corresponding to the closest elements in an array. If multiple pairs are equally close, both pairs of indicies are returned. Optionally returns the closest distance itself. I am sure that this could be written as a cheaper operation. I wrote this as a quick and dirty method because I need it now to use on some relatively small arrays. Feel free to refactor if you need this operation done as fast as possible. - Blaise 2016-02-07 Parameters ---------- arr : numpy.ndarray The array to search. give : {'indicies', 'distance'} (optional) Toggle return behavior. If 'distance', returns a single float - the closest distance itself. Default is indicies. Returns ------- list of lists of two tuples List containing lists of two tuples: indicies the nearest pair in the array. >>> arr = np.array([0, 1, 2, 3, 3, 4, 5, 6, 1]) >>> closest_pair(arr) [[(1,), (8,)], [(3,), (4,)]]
(module (function_definition (function_name_get_app_guid) function_name_get_app_guid (parameters (identifier_self) identifier_self (identifier_app_name) identifier_app_name )parameters (block (expression_statement (assignment (identifier_summary) identifier_summary (call (attribute (attribute (identifier_self) identifier_self (identifier_space) identifier_space )attribute (identifier_get_space_summary) identifier_get_space_summary )attribute (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_app) identifier_app (subscript (identifier_summary) identifier_summary (string_'apps') string_'apps' )subscript (block (if_statement (comparison_operator (subscript (identifier_app) identifier_app (string_'name') string_'name' )subscript (identifier_app_name) identifier_app_name )comparison_operator (block (return_statement (subscript (identifier_app) identifier_app (string_'guid') string_'guid' )subscript )return_statement )block )if_statement )block )for_statement )block )function_definition )module
Returns the GUID for the app instance with the given name.
(module (function_definition (function_name_bcc) function_name_bcc (parameters (identifier_self) identifier_self (identifier_bcc_emails) identifier_bcc_emails (default_parameter (identifier_global_substitutions) identifier_global_substitutions (None) None )default_parameter (default_parameter (identifier_is_multiple) identifier_is_multiple (False) False )default_parameter (default_parameter (identifier_p) identifier_p (integer_0) integer_0 )default_parameter )parameters (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_bcc_emails) identifier_bcc_emails (identifier_list) identifier_list )argument_list )call (block (for_statement (identifier_email) identifier_email (identifier_bcc_emails) identifier_bcc_emails (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_email) identifier_email (identifier_str) identifier_str )argument_list )call (block (expression_statement (assignment (identifier_email) identifier_email (call (identifier_Bcc) identifier_Bcc (argument_list (identifier_email) identifier_email (None) None )argument_list )call )assignment )expression_statement )block )if_statement (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_email) identifier_email (identifier_tuple) identifier_tuple )argument_list )call (block (expression_statement (assignment (identifier_email) identifier_email (call (identifier_Bcc) identifier_Bcc (argument_list (subscript (identifier_email) identifier_email (integer_0) integer_0 )subscript (subscript (identifier_email) identifier_email (integer_1) integer_1 )subscript )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_add_bcc) identifier_add_bcc )attribute (argument_list (identifier_email) identifier_email (identifier_global_substitutions) identifier_global_substitutions (identifier_is_multiple) identifier_is_multiple (identifier_p) identifier_p )argument_list )call )expression_statement )block )for_statement )block (else_clause (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_bcc_emails) identifier_bcc_emails (identifier_str) identifier_str )argument_list )call (block (expression_statement (assignment (identifier_bcc_emails) identifier_bcc_emails (call (identifier_Bcc) identifier_Bcc (argument_list (identifier_bcc_emails) identifier_bcc_emails (None) None )argument_list )call )assignment )expression_statement )block )if_statement (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_bcc_emails) identifier_bcc_emails (identifier_tuple) identifier_tuple )argument_list )call (block (expression_statement (assignment (identifier_bcc_emails) identifier_bcc_emails (call (identifier_Bcc) identifier_Bcc (argument_list (subscript (identifier_bcc_emails) identifier_bcc_emails (integer_0) integer_0 )subscript (subscript (identifier_bcc_emails) identifier_bcc_emails (integer_1) integer_1 )subscript )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_add_bcc) identifier_add_bcc )attribute (argument_list (identifier_bcc_emails) identifier_bcc_emails (identifier_global_substitutions) identifier_global_substitutions (identifier_is_multiple) identifier_is_multiple (identifier_p) identifier_p )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
Adds Bcc objects to the Personalization object :param bcc_emails: An Bcc or list of Bcc objects :type bcc_emails: Bcc, list(Bcc), tuple :param global_substitutions: A dict of substitutions for all recipients :type global_substitutions: dict :param is_multiple: Create a new personilization for each recipient :type is_multiple: bool :param p: p is the Personalization object or Personalization object index :type p: Personalization, integer, optional
(module (function_definition (function_name_is_python_interpreter) function_name_is_python_interpreter (parameters (identifier_filename) identifier_filename )parameters (block (expression_statement (assignment (identifier_real_filename) identifier_real_filename (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_realpath) identifier_realpath )attribute (argument_list (identifier_filename) identifier_filename )argument_list )call )assignment )expression_statement (if_statement (parenthesized_expression (boolean_operator (not_operator (call (attribute (identifier_osp) identifier_osp (identifier_isfile) identifier_isfile )attribute (argument_list (identifier_real_filename) identifier_real_filename )argument_list )call )not_operator (not_operator (call (identifier_is_python_interpreter_valid_name) identifier_is_python_interpreter_valid_name (argument_list (identifier_filename) identifier_filename )argument_list )call )not_operator )boolean_operator )parenthesized_expression (block (return_statement (False) False )return_statement )block (elif_clause (call (identifier_is_pythonw) identifier_is_pythonw (argument_list (identifier_filename) identifier_filename )argument_list )call (block (if_statement (comparison_operator (attribute (identifier_os) identifier_os (identifier_name) identifier_name )attribute (string_'nt') string_'nt' )comparison_operator (block (if_statement (not_operator (call (attribute (identifier_encoding) identifier_encoding (identifier_is_text_file) identifier_is_text_file )attribute (argument_list (identifier_real_filename) identifier_real_filename )argument_list )call )not_operator (block (return_statement (True) True )return_statement )block (else_clause (block (return_statement (False) False )return_statement )block )else_clause )if_statement )block (elif_clause (comparison_operator (attribute (identifier_sys) identifier_sys (identifier_platform) identifier_platform )attribute (string_'darwin') string_'darwin' )comparison_operator (block (if_statement (boolean_operator (call (identifier_is_anaconda) identifier_is_anaconda (argument_list )argument_list )call (call (attribute (identifier_encoding) identifier_encoding (identifier_is_text_file) identifier_is_text_file )attribute (argument_list (identifier_real_filename) identifier_real_filename )argument_list )call )boolean_operator (block (return_statement (True) True )return_statement )block (elif_clause (not_operator (call (attribute (identifier_encoding) identifier_encoding (identifier_is_text_file) identifier_is_text_file )attribute (argument_list (identifier_real_filename) identifier_real_filename )argument_list )call )not_operator (block (return_statement (True) True )return_statement )block )elif_clause (else_clause (block (return_statement (False) False )return_statement )block )else_clause )if_statement )block )elif_clause (else_clause (block (return_statement (False) False )return_statement )block )else_clause )if_statement )block )elif_clause (elif_clause (call (attribute (identifier_encoding) identifier_encoding (identifier_is_text_file) identifier_is_text_file )attribute (argument_list (identifier_real_filename) identifier_real_filename )argument_list )call (block (return_statement (False) False )return_statement )block )elif_clause (else_clause (block (return_statement (call (identifier_check_python_help) identifier_check_python_help (argument_list (identifier_filename) identifier_filename )argument_list )call )return_statement )block )else_clause )if_statement )block )function_definition )module
Evaluate wether a file is a python interpreter or not.
(module (function_definition (function_name_read_option_value_from_nibble) function_name_read_option_value_from_nibble (parameters (identifier_nibble) identifier_nibble (identifier_pos) identifier_pos (identifier_values) identifier_values )parameters (block (if_statement (comparison_operator (identifier_nibble) identifier_nibble (integer_12) integer_12 )comparison_operator (block (return_statement (expression_list (identifier_nibble) identifier_nibble (identifier_pos) identifier_pos )expression_list )return_statement )block (elif_clause (comparison_operator (identifier_nibble) identifier_nibble (integer_13) integer_13 )comparison_operator (block (expression_statement (assignment (identifier_tmp) identifier_tmp (binary_operator (subscript (call (attribute (identifier_struct) identifier_struct (identifier_unpack) identifier_unpack )attribute (argument_list (string_"!B") string_"!B" (call (attribute (subscript (identifier_values) identifier_values (identifier_pos) identifier_pos )subscript (identifier_to_bytes) identifier_to_bytes )attribute (argument_list (integer_1) integer_1 (string_"big") string_"big" )argument_list )call )argument_list )call (integer_0) integer_0 )subscript (integer_13) integer_13 )binary_operator )assignment )expression_statement (expression_statement (augmented_assignment (identifier_pos) identifier_pos (integer_1) integer_1 )augmented_assignment )expression_statement (return_statement (expression_list (identifier_tmp) identifier_tmp (identifier_pos) identifier_pos )expression_list )return_statement )block )elif_clause (elif_clause (comparison_operator (identifier_nibble) identifier_nibble (integer_14) integer_14 )comparison_operator (block (expression_statement (assignment (identifier_s) identifier_s (call (attribute (identifier_struct) identifier_struct (identifier_Struct) identifier_Struct )attribute (argument_list (string_"!H") string_"!H" )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_tmp) identifier_tmp (binary_operator (subscript (call (attribute (identifier_s) identifier_s (identifier_unpack_from) identifier_unpack_from )attribute (argument_list (call (attribute (subscript (identifier_values) identifier_values (slice (identifier_pos) identifier_pos (colon) colon )slice )subscript (identifier_to_bytes) identifier_to_bytes )attribute (argument_list (integer_2) integer_2 (string_"big") string_"big" )argument_list )call )argument_list )call (integer_0) integer_0 )subscript (integer_269) integer_269 )binary_operator )assignment )expression_statement (expression_statement (augmented_assignment (identifier_pos) identifier_pos (integer_2) integer_2 )augmented_assignment )expression_statement (return_statement (expression_list (identifier_tmp) identifier_tmp (identifier_pos) identifier_pos )expression_list )return_statement )block )elif_clause (else_clause (block (raise_statement (call (identifier_AttributeError) identifier_AttributeError (argument_list (binary_operator (string_"Unsupported option nibble ") string_"Unsupported option nibble " (call (identifier_str) identifier_str (argument_list (identifier_nibble) identifier_nibble )argument_list )call )binary_operator )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
Calculates the value used in the extended option fields. :param nibble: the 4-bit option header value. :return: the value calculated from the nibble and the extended option value.
(module (function_definition (function_name__ReadPropertySet) function_name__ReadPropertySet (parameters (identifier_self) identifier_self (identifier_property_set) identifier_property_set )parameters (block (for_statement (identifier_property_section) identifier_property_section (attribute (identifier_property_set) identifier_property_set (identifier_sections) identifier_sections )attribute (block (if_statement (comparison_operator (attribute (identifier_property_section) identifier_property_section (identifier_class_identifier) identifier_class_identifier )attribute (attribute (identifier_self) identifier_self (identifier__CLASS_IDENTIFIER) identifier__CLASS_IDENTIFIER )attribute )comparison_operator (block (continue_statement )continue_statement )block )if_statement (for_statement (identifier_property_value) identifier_property_value (attribute (identifier_property_section) identifier_property_section (identifier_properties) identifier_properties )attribute (block (expression_statement (assignment (identifier_property_name) identifier_property_name (call (attribute (attribute (identifier_self) identifier_self (identifier__PROPERTY_NAMES) identifier__PROPERTY_NAMES )attribute (identifier_get) identifier_get )attribute (argument_list (attribute (identifier_property_value) identifier_property_value (identifier_identifier) identifier_identifier )attribute (None) None )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_property_name) identifier_property_name )not_operator (block (expression_statement (assignment (identifier_property_name) identifier_property_name (call (attribute (string_'0x{0:04}') string_'0x{0:04}' (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_property_value) identifier_property_value (identifier_identifier) identifier_identifier )attribute )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_value) identifier_value (call (attribute (identifier_self) identifier_self (identifier__GetValueAsObject) identifier__GetValueAsObject )attribute (argument_list (identifier_property_value) identifier_property_value )argument_list )call )assignment )expression_statement (if_statement (attribute (identifier_self) identifier_self (identifier__PROPERTY_VALUE_MAPPINGS) identifier__PROPERTY_VALUE_MAPPINGS )attribute (block (expression_statement (assignment (identifier_value_callback_name) identifier_value_callback_name (call (attribute (attribute (identifier_self) identifier_self (identifier__PROPERTY_VALUE_MAPPINGS) identifier__PROPERTY_VALUE_MAPPINGS )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_property_name) identifier_property_name (None) None )argument_list )call )assignment )expression_statement (if_statement (identifier_value_callback_name) identifier_value_callback_name (block (expression_statement (assignment (identifier_value_callback_method) identifier_value_callback_method (call (identifier_getattr) identifier_getattr (argument_list (identifier_self) identifier_self (identifier_value_callback_name) identifier_value_callback_name (None) None )argument_list )call )assignment )expression_statement (if_statement (identifier_value_callback_method) identifier_value_callback_method (block (expression_statement (assignment (identifier_value) identifier_value (call (identifier_value_callback_method) identifier_value_callback_method (argument_list (identifier_value) identifier_value )argument_list )call )assignment )expression_statement )block )if_statement )block )if_statement )block )if_statement (if_statement (comparison_operator (identifier_property_name) identifier_property_name (attribute (identifier_self) identifier_self (identifier__DATE_TIME_PROPERTIES) identifier__DATE_TIME_PROPERTIES )attribute )comparison_operator (block (expression_statement (assignment (identifier_properties_dict) identifier_properties_dict (attribute (identifier_self) identifier_self (identifier_date_time_properties) identifier_date_time_properties )attribute )assignment )expression_statement (expression_statement (assignment (identifier_value) identifier_value (call (attribute (identifier_dfdatetime_filetime) identifier_dfdatetime_filetime (identifier_Filetime) identifier_Filetime )attribute (argument_list (keyword_argument (identifier_timestamp) identifier_timestamp (identifier_value) identifier_value )keyword_argument )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_properties_dict) identifier_properties_dict (attribute (identifier_self) identifier_self (identifier__properties) identifier__properties )attribute )assignment )expression_statement )block )else_clause )if_statement (if_statement (comparison_operator (identifier_property_name) identifier_property_name (identifier_properties_dict) identifier_properties_dict )comparison_operator (block (expression_statement (assignment (subscript (identifier_properties_dict) identifier_properties_dict (identifier_property_name) identifier_property_name )subscript (identifier_value) identifier_value )assignment )expression_statement )block )if_statement )block )for_statement )block )for_statement )block )function_definition )module
Reads properties from a property set. Args: property_set (pyolecf.property_set): OLECF property set.
(module (function_definition (function_name_login) function_name_login (parameters (identifier_username) identifier_username (identifier_password) identifier_password (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_user_id) identifier_user_id (call (attribute (attribute (identifier_util) identifier_util (identifier_hdb) identifier_hdb )attribute (identifier_login_user) identifier_login_user )attribute (argument_list (identifier_username) identifier_username (identifier_password) identifier_password )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_hydra_session) identifier_hydra_session (call (attribute (identifier_session) identifier_session (identifier_Session) identifier_Session )attribute (argument_list (dictionary )dictionary (keyword_argument (identifier_validate_key) identifier_validate_key (call (attribute (identifier_config) identifier_config (identifier_get) identifier_get )attribute (argument_list (string_'COOKIES') string_'COOKIES' (string_'VALIDATE_KEY') string_'VALIDATE_KEY' (string_'YxaDbzUUSo08b+') string_'YxaDbzUUSo08b+' )argument_list )call )keyword_argument (keyword_argument (identifier_type) identifier_type (string_'file') string_'file' )keyword_argument (keyword_argument (identifier_cookie_expires) identifier_cookie_expires (True) True )keyword_argument (keyword_argument (identifier_data_dir) identifier_data_dir (call (attribute (identifier_config) identifier_config (identifier_get) identifier_get )attribute (argument_list (string_'COOKIES') string_'COOKIES' (string_'DATA_DIR') string_'DATA_DIR' (string_'/tmp') string_'/tmp' )argument_list )call )keyword_argument (keyword_argument (identifier_file_dir) identifier_file_dir (call (attribute (identifier_config) identifier_config (identifier_get) identifier_get )attribute (argument_list (string_'COOKIES') string_'COOKIES' (string_'FILE_DIR') string_'FILE_DIR' (string_'/tmp/auth') string_'/tmp/auth' )argument_list )call )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_hydra_session) identifier_hydra_session (string_'user_id') string_'user_id' )subscript (identifier_user_id) identifier_user_id )assignment )expression_statement (expression_statement (assignment (subscript (identifier_hydra_session) identifier_hydra_session (string_'username') string_'username' )subscript (identifier_username) identifier_username )assignment )expression_statement (expression_statement (call (attribute (identifier_hydra_session) identifier_hydra_session (identifier_save) identifier_save )attribute (argument_list )argument_list )call )expression_statement (return_statement (tuple (identifier_user_id) identifier_user_id (attribute (identifier_hydra_session) identifier_hydra_session (identifier_id) identifier_id )attribute )tuple )return_statement )block )function_definition )module
Login a user, returning a dict containing their user_id and session_id This does the DB login to check the credentials, and then creates a session so that requests from apps do not need to perform a login args: username (string): The user's username password(string): The user's password (unencrypted) returns: A dict containing the user_id and session_id raises: HydraError if the login fails
(module (function_definition (function_name_count) function_name_count (parameters (identifier_data) identifier_data (default_parameter (identifier_axis) identifier_axis (None) None )default_parameter )parameters (block (return_statement (call (attribute (identifier_np) identifier_np (identifier_sum) identifier_sum )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_logical_not) identifier_logical_not )attribute (argument_list (call (identifier_isnull) identifier_isnull (argument_list (identifier_data) identifier_data )argument_list )call )argument_list )call (keyword_argument (identifier_axis) identifier_axis (identifier_axis) identifier_axis )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Count the number of non-NA in this array along the given axis or axes
(module (function_definition (function_name_get_el) function_name_get_el (parameters (identifier_el) identifier_el )parameters (block (expression_statement (assignment (identifier_tag_name) identifier_tag_name (call (attribute (attribute (attribute (identifier_el) identifier_el (identifier_elt) identifier_elt )attribute (identifier_tagName) identifier_tagName )attribute (identifier_lower) identifier_lower )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_tag_name) identifier_tag_name (set (string_"input") string_"input" (string_"textarea") string_"textarea" (string_"select") string_"select" )set )comparison_operator (block (return_statement (attribute (identifier_el) identifier_el (identifier_value) identifier_value )attribute )return_statement )block (else_clause (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (binary_operator (string_"Getter for %s (%s) not implemented!") string_"Getter for %s (%s) not implemented!" (tuple (identifier_tag_name) identifier_tag_name (attribute (identifier_el) identifier_el (identifier_id) identifier_id )attribute )tuple )binary_operator )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
Get value of given `el` tag element. Automatically choose proper method to set the `value` based on the type of the `el`. Args: el (obj): Element reference to the input you want to convert to typeahead. Returns: str: Value of the object.
(module (function_definition (function_name_dK_dr_via_X) function_name_dK_dr_via_X (parameters (identifier_self) identifier_self (identifier_X) identifier_X (identifier_X2) identifier_X2 )parameters (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_dK_dr) identifier_dK_dr )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier__scaled_dist) identifier__scaled_dist )attribute (argument_list (identifier_X) identifier_X (identifier_X2) identifier_X2 )argument_list )call )argument_list )call )return_statement )block )function_definition )module
compute the derivative of K wrt X going through X
(module (function_definition (function_name_plot) function_name_plot (parameters (identifier_self) identifier_self (default_parameter (identifier_title) identifier_title (identifier_LABEL_DEFAULT) identifier_LABEL_DEFAULT )default_parameter (default_parameter (identifier_xlabel) identifier_xlabel (identifier_LABEL_DEFAULT) identifier_LABEL_DEFAULT )default_parameter (default_parameter (identifier_ylabel) identifier_ylabel (identifier_LABEL_DEFAULT) identifier_LABEL_DEFAULT )default_parameter )parameters (block (if_statement (comparison_operator (identifier_title) identifier_title (string_"") string_"" )comparison_operator (block (expression_statement (assignment (identifier_title) identifier_title (string_" ") string_" " )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_xlabel) identifier_xlabel (string_"") string_"" )comparison_operator (block (expression_statement (assignment (identifier_xlabel) identifier_xlabel (string_" ") string_" " )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_ylabel) identifier_ylabel (string_"") string_"" )comparison_operator (block (expression_statement (assignment (identifier_ylabel) identifier_ylabel (string_" ") string_" " )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_title) identifier_title (None) None )comparison_operator (block (expression_statement (assignment (identifier_title) identifier_title (string_"") string_"" )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_xlabel) identifier_xlabel (None) None )comparison_operator (block (expression_statement (assignment (identifier_xlabel) identifier_xlabel (string_"") string_"" )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_ylabel) identifier_ylabel (None) None )comparison_operator (block (expression_statement (assignment (identifier_ylabel) identifier_ylabel (string_"") string_"" )assignment )expression_statement )block )if_statement (return_statement (call (identifier_Plot) identifier_Plot (argument_list (call (attribute (attribute (identifier_self) identifier_self (identifier___proxy__) identifier___proxy__ )attribute (identifier_plot) identifier_plot )attribute (argument_list (identifier_title) identifier_title (identifier_xlabel) identifier_xlabel (identifier_ylabel) identifier_ylabel )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Create a Plot object representing the SArray. Notes ----- - The plot will render either inline in a Jupyter Notebook, or in a native GUI window, depending on the value provided in `turicreate.visualization.set_target` (defaults to 'auto'). Parameters ---------- title : str The plot title to show for the resulting visualization. If the title is None, the title will be omitted. xlabel : str The X axis label to show for the resulting visualization. If the xlabel is None, the X axis label will be omitted. ylabel : str The Y axis label to show for the resulting visualization. If the ylabel is None, the Y axis label will be omitted. Returns ------- out : Plot A :class: Plot object that is the visualization of the SArray. Examples -------- Suppose 'sa' is an SArray, we can create a plot of it using: >>> plt = sa.plot() To override the default plot title and axis labels: >>> plt = sa.plot(title="My Plot Title", xlabel="My X Axis", ylabel="My Y Axis") We can then visualize the plot using: >>> plt.show()
(module (function_definition (function_name_delete_thumbnails) function_name_delete_thumbnails (parameters (identifier_relative_source_path) identifier_relative_source_path (default_parameter (identifier_root) identifier_root (None) None )default_parameter (default_parameter (identifier_basedir) identifier_basedir (None) None )default_parameter (default_parameter (identifier_subdir) identifier_subdir (None) None )default_parameter (default_parameter (identifier_prefix) identifier_prefix (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_thumbs) identifier_thumbs (call (identifier_thumbnails_for_file) identifier_thumbnails_for_file (argument_list (identifier_relative_source_path) identifier_relative_source_path (identifier_root) identifier_root (identifier_basedir) identifier_basedir (identifier_subdir) identifier_subdir (identifier_prefix) identifier_prefix )argument_list )call )assignment )expression_statement (return_statement (call (identifier__delete_using_thumbs_list) identifier__delete_using_thumbs_list (argument_list (identifier_thumbs) identifier_thumbs )argument_list )call )return_statement )block )function_definition )module
Delete all thumbnails for a source image.
(module (function_definition (function_name_where) function_name_where (parameters (identifier_cmd) identifier_cmd (default_parameter (identifier_path) identifier_path (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_raw_result) identifier_raw_result (call (attribute (identifier_shutil) identifier_shutil (identifier_which) identifier_which )attribute (argument_list (identifier_cmd) identifier_cmd (attribute (identifier_os) identifier_os (identifier_X_OK) identifier_X_OK )attribute (identifier_path) identifier_path )argument_list )call )assignment )expression_statement (if_statement (identifier_raw_result) identifier_raw_result (block (return_statement (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_abspath) identifier_abspath )attribute (argument_list (identifier_raw_result) identifier_raw_result )argument_list )call )return_statement )block (else_clause (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (call (attribute (string_"Could not find '{}' in the path") string_"Could not find '{}' in the path" (identifier_format) identifier_format )attribute (argument_list (identifier_cmd) identifier_cmd )argument_list )call )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
A function to wrap shutil.which for universal usage
(module (function_definition (function_name_mean_curve) function_name_mean_curve (parameters (identifier_values) identifier_values (default_parameter (identifier_weights) identifier_weights (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_weights) identifier_weights (None) None )comparison_operator (block (expression_statement (assignment (identifier_weights) identifier_weights (binary_operator (list (binary_operator (float_1.) float_1. (call (identifier_len) identifier_len (argument_list (identifier_values) identifier_values )argument_list )call )binary_operator )list (call (identifier_len) identifier_len (argument_list (identifier_values) identifier_values )argument_list )call )binary_operator )assignment )expression_statement )block )if_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_values) identifier_values (attribute (identifier_numpy) identifier_numpy (identifier_ndarray) identifier_ndarray )attribute )argument_list )call )not_operator (block (expression_statement (assignment (identifier_values) identifier_values (call (attribute (identifier_numpy) identifier_numpy (identifier_array) identifier_array )attribute (argument_list (identifier_values) identifier_values )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (call (attribute (identifier_numpy) identifier_numpy (identifier_average) identifier_average )attribute (argument_list (identifier_values) identifier_values (keyword_argument (identifier_axis) identifier_axis (integer_0) integer_0 )keyword_argument (keyword_argument (identifier_weights) identifier_weights (identifier_weights) identifier_weights )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Compute the mean by using numpy.average on the first axis.
(module (function_definition (function_name_urlsafe_b64decode) function_name_urlsafe_b64decode (parameters (identifier_data) identifier_data )parameters (block (expression_statement (assignment (identifier_pad) identifier_pad (binary_operator (string_b'=') string_b'=' (parenthesized_expression (binary_operator (integer_4) integer_4 (parenthesized_expression (binary_operator (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call (integer_3) integer_3 )binary_operator )parenthesized_expression )binary_operator )parenthesized_expression )binary_operator )assignment )expression_statement (return_statement (call (attribute (identifier_base64) identifier_base64 (identifier_urlsafe_b64decode) identifier_urlsafe_b64decode )attribute (argument_list (binary_operator (identifier_data) identifier_data (identifier_pad) identifier_pad )binary_operator )argument_list )call )return_statement )block )function_definition )module
urlsafe_b64decode without padding
(module (function_definition (function_name_calculate_descriptors) function_name_calculate_descriptors (parameters (identifier_self) identifier_self (identifier_mol) identifier_mol )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_ligand_atoms) identifier_ligand_atoms )attribute (dictionary_comprehension (pair (identifier_index) identifier_index (dictionary (pair (string_"name") string_"name" (attribute (identifier_x) identifier_x (identifier_name) identifier_name )attribute )pair )dictionary )pair (for_in_clause (pattern_list (identifier_index) identifier_index (identifier_x) identifier_x )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (attribute (attribute (attribute (attribute (identifier_self) identifier_self (identifier_topology_data) identifier_topology_data )attribute (identifier_universe) identifier_universe )attribute (identifier_ligand_noH) identifier_ligand_noH )attribute (identifier_atoms) identifier_atoms )attribute )argument_list )call )for_in_clause )dictionary_comprehension )assignment )expression_statement (expression_statement (assignment (identifier_contribs) identifier_contribs (call (attribute (identifier_self) identifier_self (identifier_calculate_logP) identifier_calculate_logP )attribute (argument_list (identifier_mol) identifier_mol )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_calculate_Gasteiger_charges) identifier_calculate_Gasteiger_charges )attribute (argument_list (identifier_mol) identifier_mol )argument_list )call )expression_statement (expression_statement (assignment (identifier_fcharges) identifier_fcharges (call (attribute (identifier_self) identifier_self (identifier_calculate_formal_charge) identifier_calculate_formal_charge )attribute (argument_list (identifier_mol) identifier_mol )argument_list )call )assignment )expression_statement (for_statement (identifier_atom) identifier_atom (call (attribute (attribute (identifier_self) identifier_self (identifier_ligand_atoms) identifier_ligand_atoms )attribute (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call (block (expression_statement (assignment (subscript (subscript (attribute (identifier_self) identifier_self (identifier_ligand_atoms) identifier_ligand_atoms )attribute (identifier_atom) identifier_atom )subscript (string_"logP") string_"logP" )subscript (subscript (subscript (identifier_contribs) identifier_contribs (identifier_atom) identifier_atom )subscript (integer_0) integer_0 )subscript )assignment )expression_statement (expression_statement (assignment (subscript (subscript (attribute (identifier_self) identifier_self (identifier_ligand_atoms) identifier_ligand_atoms )attribute (identifier_atom) identifier_atom )subscript (string_"MR") string_"MR" )subscript (subscript (subscript (identifier_contribs) identifier_contribs (identifier_atom) identifier_atom )subscript (integer_1) integer_1 )subscript )assignment )expression_statement (expression_statement (assignment (subscript (subscript (attribute (identifier_self) identifier_self (identifier_ligand_atoms) identifier_ligand_atoms )attribute (identifier_atom) identifier_atom )subscript (string_"Gasteiger_ch") string_"Gasteiger_ch" )subscript (call (attribute (call (attribute (identifier_mol) identifier_mol (identifier_GetAtomWithIdx) identifier_GetAtomWithIdx )attribute (argument_list (identifier_atom) identifier_atom )argument_list )call (identifier_GetProp) identifier_GetProp )attribute (argument_list (string_"_GasteigerCharge") string_"_GasteigerCharge" )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (subscript (attribute (identifier_self) identifier_self (identifier_ligand_atoms) identifier_ligand_atoms )attribute (identifier_atom) identifier_atom )subscript (string_"Formal charges") string_"Formal charges" )subscript (subscript (identifier_fcharges) identifier_fcharges (identifier_atom) identifier_atom )subscript )assignment )expression_statement )block )for_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_rot_bonds) identifier_rot_bonds )attribute (call (attribute (identifier_self) identifier_self (identifier_get_rotatable_bonds) identifier_get_rotatable_bonds )attribute (argument_list (identifier_mol) identifier_mol )argument_list )call )assignment )expression_statement )block )function_definition )module
Calculates descriptors such as logP, charges and MR and saves that in a dictionary.
(module (function_definition (function_name__writeFeatures) function_name__writeFeatures (parameters (identifier_self) identifier_self (identifier_i) identifier_i (identifier_image) identifier_image )parameters (block (expression_statement (assignment (identifier_basename) identifier_basename (binary_operator (string_'features-%d.txt') string_'features-%d.txt' (identifier_i) identifier_i )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_filename) identifier_filename (binary_operator (string_'%s/%s') string_'%s/%s' (tuple (attribute (identifier_self) identifier_self (identifier__outputDir) identifier__outputDir )attribute (identifier_basename) identifier_basename )tuple )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_featureList) identifier_featureList (subscript (subscript (identifier_image) identifier_image (string_'graphInfo') string_'graphInfo' )subscript (string_'features') string_'features' )subscript )assignment )expression_statement (with_statement (with_clause (with_item (as_pattern (call (identifier_open) identifier_open (argument_list (identifier_filename) identifier_filename (string_'w') string_'w' )argument_list )call (as_pattern_target (identifier_fp) identifier_fp )as_pattern_target )as_pattern )with_item )with_clause (block (for_statement (identifier_feature) identifier_feature (identifier_featureList) identifier_featureList (block (expression_statement (call (attribute (identifier_fp) identifier_fp (identifier_write) identifier_write )attribute (argument_list (binary_operator (string_'%s\n\n') string_'%s\n\n' (attribute (identifier_feature) identifier_feature (identifier_feature) identifier_feature )attribute )binary_operator )argument_list )call )expression_statement )block )for_statement )block )with_statement (return_statement (identifier_basename) identifier_basename )return_statement )block )function_definition )module
Write a text file containing the features as a table. @param i: The number of the image in self._images. @param image: A member of self._images. @return: The C{str} features file name - just the base name, not including the path to the file.
(module (function_definition (function_name_parse_pseudo_open) function_name_parse_pseudo_open (parameters (identifier_self) identifier_self (identifier_sel) identifier_sel (identifier_name) identifier_name (identifier_has_selector) identifier_has_selector (identifier_iselector) identifier_iselector (identifier_index) identifier_index )parameters (block (expression_statement (assignment (identifier_flags) identifier_flags (binary_operator (identifier_FLG_PSEUDO) identifier_FLG_PSEUDO (identifier_FLG_OPEN) identifier_FLG_OPEN )binary_operator )assignment )expression_statement (if_statement (comparison_operator (identifier_name) identifier_name (string_':not') string_':not' )comparison_operator (block (expression_statement (augmented_assignment (identifier_flags) identifier_flags (identifier_FLG_NOT) identifier_FLG_NOT )augmented_assignment )expression_statement )block )if_statement (if_statement (comparison_operator (identifier_name) identifier_name (string_':has') string_':has' )comparison_operator (block (expression_statement (augmented_assignment (identifier_flags) identifier_flags (identifier_FLG_RELATIVE) identifier_FLG_RELATIVE )augmented_assignment )expression_statement )block )if_statement (expression_statement (call (attribute (attribute (identifier_sel) identifier_sel (identifier_selectors) identifier_selectors )attribute (identifier_append) identifier_append )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_parse_selectors) identifier_parse_selectors )attribute (argument_list (identifier_iselector) identifier_iselector (identifier_index) identifier_index (identifier_flags) identifier_flags )argument_list )call )argument_list )call )expression_statement (expression_statement (assignment (identifier_has_selector) identifier_has_selector (True) True )assignment )expression_statement (return_statement (identifier_has_selector) identifier_has_selector )return_statement )block )function_definition )module
Parse pseudo with opening bracket.
(module (function_definition (function_name_list_processed_parameter_groups) function_name_list_processed_parameter_groups (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_path) identifier_path (call (attribute (string_'/archive/{}/parameter-groups') string_'/archive/{}/parameter-groups' (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_self) identifier_self (identifier__instance) identifier__instance )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (attribute (identifier_self) identifier_self (identifier__client) identifier__client )attribute (identifier_get_proto) identifier_get_proto )attribute (argument_list (keyword_argument (identifier_path) identifier_path (identifier_path) identifier_path )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_message) identifier_message (call (attribute (identifier_archive_pb2) identifier_archive_pb2 (identifier_ParameterGroupInfo) identifier_ParameterGroupInfo )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_message) identifier_message (identifier_ParseFromString) identifier_ParseFromString )attribute (argument_list (attribute (identifier_response) identifier_response (identifier_content) identifier_content )attribute )argument_list )call )expression_statement (expression_statement (assignment (identifier_groups) identifier_groups (call (identifier_getattr) identifier_getattr (argument_list (identifier_message) identifier_message (string_'group') string_'group' )argument_list )call )assignment )expression_statement (return_statement (call (identifier_iter) identifier_iter (argument_list (identifier_groups) identifier_groups )argument_list )call )return_statement )block )function_definition )module
Returns the existing parameter groups. :rtype: ~collections.Iterable[str]
(module (function_definition (function_name_rename) function_name_rename (parameters (identifier_store) identifier_store (identifier_src_path) identifier_src_path (identifier_dst_path) identifier_dst_path )parameters (block (expression_statement (assignment (identifier_src_path) identifier_src_path (call (identifier_normalize_storage_path) identifier_normalize_storage_path (argument_list (identifier_src_path) identifier_src_path )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_dst_path) identifier_dst_path (call (identifier_normalize_storage_path) identifier_normalize_storage_path (argument_list (identifier_dst_path) identifier_dst_path )argument_list )call )assignment )expression_statement (if_statement (call (identifier_hasattr) identifier_hasattr (argument_list (identifier_store) identifier_store (string_'rename') string_'rename' )argument_list )call (block (expression_statement (call (attribute (identifier_store) identifier_store (identifier_rename) identifier_rename )attribute (argument_list (identifier_src_path) identifier_src_path (identifier_dst_path) identifier_dst_path )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (identifier__rename_from_keys) identifier__rename_from_keys (argument_list (identifier_store) identifier_store (identifier_src_path) identifier_src_path (identifier_dst_path) identifier_dst_path )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
Rename all items under the given path. If `store` provides a `rename` method, this will be called, otherwise will fall back to implementation via the `MutableMapping` interface.
(module (function_definition (function_name_cycle) function_name_cycle (parameters (identifier_self) identifier_self (identifier_channel) identifier_channel )parameters (block (if_statement (not_operator (call (attribute (identifier_self) identifier_self (identifier_in_channel) identifier_in_channel )attribute (argument_list (identifier_channel) identifier_channel )argument_list )call )not_operator (block (raise_statement (call (identifier_NotInChannel) identifier_NotInChannel (argument_list (identifier_channel) identifier_channel )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_password) identifier_password (subscript (subscript (attribute (identifier_self) identifier_self (identifier_channels) identifier_channels )attribute (identifier_channel) identifier_channel )subscript (string_'password') string_'password' )subscript )assignment )expression_statement (expression_statement (await (call (attribute (identifier_self) identifier_self (identifier_part) identifier_part )attribute (argument_list (identifier_channel) identifier_channel )argument_list )call )await )expression_statement (expression_statement (await (call (attribute (identifier_self) identifier_self (identifier_join) identifier_join )attribute (argument_list (identifier_channel) identifier_channel (identifier_password) identifier_password )argument_list )call )await )expression_statement )block )function_definition )module
Rejoin channel.
(module (function_definition (function_name__set_scores) function_name__set_scores (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_anom_scores) identifier_anom_scores (dictionary )dictionary )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__generate_SAX) identifier__generate_SAX )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__construct_all_SAX_chunk_dict) identifier__construct_all_SAX_chunk_dict )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (identifier_length) identifier_length (attribute (identifier_self) identifier_self (identifier_time_series_length) identifier_time_series_length )attribute )assignment )expression_statement (expression_statement (assignment (identifier_lws) identifier_lws (attribute (identifier_self) identifier_self (identifier_lag_window_size) identifier_lag_window_size )attribute )assignment )expression_statement (expression_statement (assignment (identifier_fws) identifier_fws (attribute (identifier_self) identifier_self (identifier_future_window_size) identifier_future_window_size )attribute )assignment )expression_statement (for_statement (pattern_list (identifier_i) identifier_i (identifier_timestamp) identifier_timestamp )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (attribute (attribute (identifier_self) identifier_self (identifier_time_series) identifier_time_series )attribute (identifier_timestamps) identifier_timestamps )attribute )argument_list )call (block (if_statement (boolean_operator (comparison_operator (identifier_i) identifier_i (identifier_lws) identifier_lws )comparison_operator (comparison_operator (identifier_i) identifier_i (binary_operator (identifier_length) identifier_length (identifier_fws) identifier_fws )binary_operator )comparison_operator )boolean_operator (block (expression_statement (assignment (subscript (identifier_anom_scores) identifier_anom_scores (identifier_timestamp) identifier_timestamp )subscript (integer_0) integer_0 )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (subscript (identifier_anom_scores) identifier_anom_scores (identifier_timestamp) identifier_timestamp )subscript (call (attribute (identifier_self) identifier_self (identifier__compute_anom_score_between_two_windows) identifier__compute_anom_score_between_two_windows )attribute (argument_list (identifier_i) identifier_i )argument_list )call )assignment )expression_statement )block )else_clause )if_statement )block )for_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_anom_scores) identifier_anom_scores )attribute (call (identifier_TimeSeries) identifier_TimeSeries (argument_list (call (attribute (identifier_self) identifier_self (identifier__denoise_scores) identifier__denoise_scores )attribute (argument_list (identifier_anom_scores) identifier_anom_scores )argument_list )call )argument_list )call )assignment )expression_statement )block )function_definition )module
Compute anomaly scores for the time series by sliding both lagging window and future window.
(module (function_definition (function_name_Equals) function_name_Equals (parameters (identifier_self) identifier_self (identifier_other) identifier_other )parameters (block (if_statement (comparison_operator (identifier_other) identifier_other (None) None )comparison_operator (block (return_statement (False) False )return_statement )block )if_statement (if_statement (boolean_operator (comparison_operator (call (attribute (attribute (identifier_other) identifier_other (identifier_PrevHash) identifier_PrevHash )attribute (identifier_ToBytes) identifier_ToBytes )attribute (argument_list )argument_list )call (call (attribute (attribute (identifier_self) identifier_self (identifier_PrevHash) identifier_PrevHash )attribute (identifier_ToBytes) identifier_ToBytes )attribute (argument_list )argument_list )call )comparison_operator (comparison_operator (attribute (identifier_other) identifier_other (identifier_PrevIndex) identifier_PrevIndex )attribute (attribute (identifier_self) identifier_self (identifier_PrevIndex) identifier_PrevIndex )attribute )comparison_operator )boolean_operator (block (return_statement (True) True )return_statement )block )if_statement (return_statement (False) False )return_statement )block )function_definition )module
Test for equality. Args: other (obj): Returns: bool: True `other` equals self.
(module (function_definition (function_name_delete_state_changes) function_name_delete_state_changes (parameters (identifier_self) identifier_self (typed_parameter (identifier_state_changes_to_delete) identifier_state_changes_to_delete (type (generic_type (identifier_List) identifier_List (type_parameter (type (identifier_int) identifier_int )type )type_parameter )generic_type )type )typed_parameter )parameters (type (None) None )type (block (with_statement (with_clause (with_item (attribute (identifier_self) identifier_self (identifier_write_lock) identifier_write_lock )attribute )with_item (with_item (attribute (identifier_self) identifier_self (identifier_conn) identifier_conn )attribute )with_item )with_clause (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_conn) identifier_conn )attribute (identifier_executemany) identifier_executemany )attribute (argument_list (string_'DELETE FROM state_events WHERE identifier = ?') string_'DELETE FROM state_events WHERE identifier = ?' (identifier_state_changes_to_delete) identifier_state_changes_to_delete )argument_list )call )expression_statement )block )with_statement )block )function_definition )module
Delete state changes. Args: state_changes_to_delete: List of ids to delete.
(module (function_definition (function_name_get_real_end_line) function_name_get_real_end_line (parameters (identifier_token) identifier_token )parameters (block (expression_statement (assignment (identifier_end_line) identifier_end_line (binary_operator (attribute (attribute (identifier_token) identifier_token (identifier_end_mark) identifier_end_mark )attribute (identifier_line) identifier_line )attribute (integer_1) integer_1 )binary_operator )assignment )expression_statement (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_token) identifier_token (attribute (identifier_yaml) identifier_yaml (identifier_ScalarToken) identifier_ScalarToken )attribute )argument_list )call )not_operator (block (return_statement (identifier_end_line) identifier_end_line )return_statement )block )if_statement (expression_statement (assignment (identifier_pos) identifier_pos (binary_operator (attribute (attribute (identifier_token) identifier_token (identifier_end_mark) identifier_end_mark )attribute (identifier_pointer) identifier_pointer )attribute (integer_1) integer_1 )binary_operator )assignment )expression_statement (while_statement (parenthesized_expression (boolean_operator (comparison_operator (identifier_pos) identifier_pos (binary_operator (attribute (attribute (identifier_token) identifier_token (identifier_start_mark) identifier_start_mark )attribute (identifier_pointer) identifier_pointer )attribute (integer_1) integer_1 )binary_operator )comparison_operator (comparison_operator (subscript (attribute (attribute (identifier_token) identifier_token (identifier_end_mark) identifier_end_mark )attribute (identifier_buffer) identifier_buffer )attribute (identifier_pos) identifier_pos )subscript (attribute (identifier_string) identifier_string (identifier_whitespace) identifier_whitespace )attribute )comparison_operator )boolean_operator )parenthesized_expression (block (if_statement (comparison_operator (subscript (attribute (attribute (identifier_token) identifier_token (identifier_end_mark) identifier_end_mark )attribute (identifier_buffer) identifier_buffer )attribute (identifier_pos) identifier_pos )subscript (string_'\n') string_'\n' )comparison_operator (block (expression_statement (augmented_assignment (identifier_end_line) identifier_end_line (integer_1) integer_1 )augmented_assignment )expression_statement )block )if_statement (expression_statement (augmented_assignment (identifier_pos) identifier_pos (integer_1) integer_1 )augmented_assignment )expression_statement )block )while_statement (return_statement (identifier_end_line) identifier_end_line )return_statement )block )function_definition )module
Finds the line on which the token really ends. With pyyaml, scalar tokens often end on a next line.
(module (function_definition (function_name_get_msg) function_name_get_msg (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_width) identifier_width (integer_72) integer_72 )assignment )expression_statement (expression_statement (assignment (identifier__msg) identifier__msg (binary_operator (attribute (identifier_self) identifier_self (identifier_msg) identifier_msg )attribute (dictionary (pair (string_'distro') string_'distro' (attribute (identifier_self) identifier_self (identifier_distro) identifier_distro )attribute )pair (pair (string_'vendor') string_'vendor' (attribute (identifier_self) identifier_self (identifier_vendor) identifier_vendor )attribute )pair (pair (string_'vendor_url') string_'vendor_url' (attribute (identifier_self) identifier_self (identifier_vendor_url) identifier_vendor_url )attribute )pair (pair (string_'vendor_text') string_'vendor_text' (attribute (identifier_self) identifier_self (identifier_vendor_text) identifier_vendor_text )attribute )pair (pair (string_'tmpdir') string_'tmpdir' (subscript (attribute (identifier_self) identifier_self (identifier_commons) identifier_commons )attribute (string_'tmpdir') string_'tmpdir' )subscript )pair )dictionary )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier__fmt) identifier__fmt (string_"") string_"" )assignment )expression_statement (for_statement (identifier_line) identifier_line (call (attribute (identifier__msg) identifier__msg (identifier_splitlines) identifier_splitlines )attribute (argument_list )argument_list )call (block (expression_statement (assignment (identifier__fmt) identifier__fmt (binary_operator (binary_operator (identifier__fmt) identifier__fmt (call (identifier_fill) identifier_fill (argument_list (identifier_line) identifier_line (identifier_width) identifier_width (keyword_argument (identifier_replace_whitespace) identifier_replace_whitespace (False) False )keyword_argument )argument_list )call )binary_operator (string_'\n') string_'\n' )binary_operator )assignment )expression_statement )block )for_statement (return_statement (identifier__fmt) identifier__fmt )return_statement )block )function_definition )module
This method is used to prepare the preamble text to display to the user in non-batch mode. If your policy sets self.distro that text will be substituted accordingly. You can also override this method to do something more complicated.
(module (function_definition (function_name_handle_dataframe) function_name_handle_dataframe (parameters (typed_parameter (identifier_df) identifier_df (type (attribute (identifier_pd) identifier_pd (identifier_DataFrame) identifier_DataFrame )attribute )type )typed_parameter (identifier_entrez_id_name) identifier_entrez_id_name (identifier_log2_fold_change_name) identifier_log2_fold_change_name (identifier_adjusted_p_value_name) identifier_adjusted_p_value_name (identifier_entrez_delimiter) identifier_entrez_delimiter (default_parameter (identifier_base_mean) identifier_base_mean (None) None )default_parameter )parameters (type (generic_type (identifier_List) identifier_List (type_parameter (type (identifier_Gene) identifier_Gene )type )type_parameter )generic_type )type (block (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_info) identifier_info )attribute (argument_list (string_"In _handle_df()") string_"In _handle_df()" )argument_list )call )expression_statement (if_statement (boolean_operator (comparison_operator (identifier_base_mean) identifier_base_mean (None) None )comparison_operator (comparison_operator (identifier_base_mean) identifier_base_mean (attribute (identifier_df) identifier_df (identifier_columns) identifier_columns )attribute )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_df) identifier_df (subscript (identifier_df) identifier_df (call (attribute (identifier_pd) identifier_pd (identifier_notnull) identifier_notnull )attribute (argument_list (subscript (identifier_df) identifier_df (identifier_base_mean) identifier_base_mean )subscript )argument_list )call )subscript )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_df) identifier_df (subscript (identifier_df) identifier_df (call (attribute (identifier_pd) identifier_pd (identifier_notnull) identifier_notnull )attribute (argument_list (subscript (identifier_df) identifier_df (identifier_entrez_id_name) identifier_entrez_id_name )subscript )argument_list )call )subscript )assignment )expression_statement (expression_statement (assignment (identifier_df) identifier_df (subscript (identifier_df) identifier_df (call (attribute (identifier_pd) identifier_pd (identifier_notnull) identifier_notnull )attribute (argument_list (subscript (identifier_df) identifier_df (identifier_log2_fold_change_name) identifier_log2_fold_change_name )subscript )argument_list )call )subscript )assignment )expression_statement (expression_statement (assignment (identifier_df) identifier_df (subscript (identifier_df) identifier_df (call (attribute (identifier_pd) identifier_pd (identifier_notnull) identifier_notnull )attribute (argument_list (subscript (identifier_df) identifier_df (identifier_adjusted_p_value_name) identifier_adjusted_p_value_name )subscript )argument_list )call )subscript )assignment )expression_statement (return_statement (list_comprehension (call (identifier_Gene) identifier_Gene (argument_list (keyword_argument (identifier_entrez_id) identifier_entrez_id (identifier_entrez_id) identifier_entrez_id )keyword_argument (keyword_argument (identifier_log2_fold_change) identifier_log2_fold_change (subscript (identifier_data) identifier_data (identifier_log2_fold_change_name) identifier_log2_fold_change_name )subscript )keyword_argument (keyword_argument (identifier_padj) identifier_padj (subscript (identifier_data) identifier_data (identifier_adjusted_p_value_name) identifier_adjusted_p_value_name )subscript )keyword_argument )argument_list )call (for_in_clause (pattern_list (identifier__) identifier__ (identifier_data) identifier_data )pattern_list (call (attribute (identifier_df) identifier_df (identifier_iterrows) identifier_iterrows )attribute (argument_list )argument_list )call )for_in_clause (for_in_clause (identifier_entrez_id) identifier_entrez_id (call (attribute (call (identifier_str) identifier_str (argument_list (subscript (identifier_data) identifier_data (identifier_entrez_id_name) identifier_entrez_id_name )subscript )argument_list )call (identifier_split) identifier_split )attribute (argument_list (identifier_entrez_delimiter) identifier_entrez_delimiter )argument_list )call )for_in_clause )list_comprehension )return_statement )block )function_definition )module
Convert data frame on differential expression values as Gene objects. :param df: Data frame with columns showing values on differential expression. :param cfp: An object that includes paths, cutoffs and other information. :return list: A list of Gene objects.
(module (function_definition (function_name_build_routes) function_name_build_routes (parameters (identifier_pfeed) identifier_pfeed )parameters (block (expression_statement (assignment (identifier_f) identifier_f (call (attribute (call (attribute (subscript (attribute (identifier_pfeed) identifier_pfeed (identifier_frequencies) identifier_frequencies )attribute (list (string_'route_short_name') string_'route_short_name' (string_'route_long_name') string_'route_long_name' (string_'route_type') string_'route_type' (string_'shape_id') string_'shape_id' )list )subscript (identifier_drop_duplicates) identifier_drop_duplicates )attribute (argument_list )argument_list )call (identifier_copy) identifier_copy )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_f) identifier_f (string_'route_id') string_'route_id' )subscript (binary_operator (string_'r') string_'r' (call (attribute (subscript (identifier_f) identifier_f (string_'route_short_name') string_'route_short_name' )subscript (identifier_map) identifier_map )attribute (argument_list (identifier_str) identifier_str )argument_list )call )binary_operator )assignment )expression_statement (delete_statement (subscript (identifier_f) identifier_f (string_'shape_id') string_'shape_id' )subscript )delete_statement (return_statement (identifier_f) identifier_f )return_statement )block )function_definition )module
Given a ProtoFeed, return a DataFrame representing ``routes.txt``.
(module (function_definition (function_name_transitive_reduction) function_name_transitive_reduction (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_combinations) identifier_combinations (list )list )assignment )expression_statement (for_statement (pattern_list (identifier_node) identifier_node (identifier_edges) identifier_edges )pattern_list (call (attribute (attribute (identifier_self) identifier_self (identifier_graph) identifier_graph )attribute (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (expression_statement (augmented_assignment (identifier_combinations) identifier_combinations (list_comprehension (list (identifier_node) identifier_node (identifier_edge) identifier_edge )list (for_in_clause (identifier_edge) identifier_edge (identifier_edges) identifier_edges )for_in_clause )list_comprehension )augmented_assignment )expression_statement )block )for_statement (while_statement (True) True (block (expression_statement (assignment (identifier_new_combinations) identifier_new_combinations (list )list )assignment )expression_statement (for_statement (identifier_comb1) identifier_comb1 (identifier_combinations) identifier_combinations (block (for_statement (identifier_comb2) identifier_comb2 (identifier_combinations) identifier_combinations (block (if_statement (not_operator (comparison_operator (subscript (identifier_comb1) identifier_comb1 (unary_operator (integer_1) integer_1 )unary_operator )subscript (subscript (identifier_comb2) identifier_comb2 (integer_0) integer_0 )subscript )comparison_operator )not_operator (block (continue_statement )continue_statement )block )if_statement (expression_statement (assignment (identifier_new_entry) identifier_new_entry (binary_operator (identifier_comb1) identifier_comb1 (subscript (identifier_comb2) identifier_comb2 (slice (integer_1) integer_1 (colon) colon )slice )subscript )binary_operator )assignment )expression_statement (if_statement (comparison_operator (identifier_new_entry) identifier_new_entry (identifier_combinations) identifier_combinations )comparison_operator (block (expression_statement (call (attribute (identifier_new_combinations) identifier_new_combinations (identifier_append) identifier_append )attribute (argument_list (identifier_new_entry) identifier_new_entry )argument_list )call )expression_statement )block )if_statement )block )for_statement )block )for_statement (if_statement (not_operator (identifier_new_combinations) identifier_new_combinations )not_operator (block (break_statement )break_statement )block )if_statement (expression_statement (augmented_assignment (identifier_combinations) identifier_combinations (identifier_new_combinations) identifier_new_combinations )augmented_assignment )expression_statement )block )while_statement (expression_statement (assignment (identifier_constructed) identifier_constructed (set_comprehension (tuple (subscript (identifier_c) identifier_c (integer_0) integer_0 )subscript (subscript (identifier_c) identifier_c (unary_operator (integer_1) integer_1 )unary_operator )subscript )tuple (for_in_clause (identifier_c) identifier_c (identifier_combinations) identifier_combinations )for_in_clause (if_clause (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_c) identifier_c )argument_list )call (integer_2) integer_2 )comparison_operator )if_clause )set_comprehension )assignment )expression_statement (for_statement (pattern_list (identifier_node) identifier_node (identifier_edges) identifier_edges )pattern_list (call (attribute (attribute (identifier_self) identifier_self (identifier_graph) identifier_graph )attribute (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (expression_statement (assignment (identifier_bad_nodes) identifier_bad_nodes (set_comprehension (identifier_e) identifier_e (for_in_clause (pattern_list (identifier_n) identifier_n (identifier_e) identifier_e )pattern_list (identifier_constructed) identifier_constructed )for_in_clause (if_clause (comparison_operator (identifier_node) identifier_node (identifier_n) identifier_n )comparison_operator )if_clause )set_comprehension )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_graph) identifier_graph )attribute (identifier_node) identifier_node )subscript (binary_operator (identifier_edges) identifier_edges (identifier_bad_nodes) identifier_bad_nodes )binary_operator )assignment )expression_statement )block )for_statement )block )function_definition )module
Performs a transitive reduction on the DAG. The transitive reduction of a graph is a graph with as few edges as possible with the same reachability as the original graph. See https://en.wikipedia.org/wiki/Transitive_reduction
(module (function_definition (function_name_arity_evaluation_checker) function_name_arity_evaluation_checker (parameters (identifier_function) identifier_function )parameters (block (expression_statement (assignment (identifier_is_class) identifier_is_class (call (attribute (identifier_inspect) identifier_inspect (identifier_isclass) identifier_isclass )attribute (argument_list (identifier_function) identifier_function )argument_list )call )assignment )expression_statement (if_statement (identifier_is_class) identifier_is_class (block (expression_statement (assignment (identifier_function) identifier_function (attribute (identifier_function) identifier_function (identifier___init__) identifier___init__ )attribute )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_function_info) identifier_function_info (call (attribute (identifier_inspect) identifier_inspect (identifier_getargspec) identifier_getargspec )attribute (argument_list (identifier_function) identifier_function )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_function_args) identifier_function_args (attribute (identifier_function_info) identifier_function_info (identifier_args) identifier_args )attribute )assignment )expression_statement (if_statement (identifier_is_class) identifier_is_class (block (expression_statement (assignment (identifier_function_args) identifier_function_args (subscript (identifier_function_args) identifier_function_args (slice (integer_1) integer_1 (colon) colon )slice )subscript )assignment )expression_statement )block )if_statement (function_definition (function_name_evaluation_checker) function_name_evaluation_checker (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_kwarg_keys) identifier_kwarg_keys (call (identifier_set) identifier_set (argument_list (call (attribute (identifier_kwargs) identifier_kwargs (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_function_info) identifier_function_info (identifier_keywords) identifier_keywords )attribute (None) None )comparison_operator (block (expression_statement (assignment (identifier_acceptable_kwargs) identifier_acceptable_kwargs (subscript (identifier_function_args) identifier_function_args (slice (call (identifier_len) identifier_len (argument_list (identifier_args) identifier_args )argument_list )call (colon) colon )slice )subscript )assignment )expression_statement (if_statement (not_operator (call (attribute (identifier_kwarg_keys) identifier_kwarg_keys (identifier_issubset) identifier_issubset )attribute (argument_list (identifier_acceptable_kwargs) identifier_acceptable_kwargs )argument_list )call )not_operator (block (expression_statement (call (identifier_TypeError) identifier_TypeError (argument_list (call (attribute (string_"Unrecognized Arguments: {0}") string_"Unrecognized Arguments: {0}" (identifier_format) identifier_format )attribute (argument_list (list_comprehension (identifier_key) identifier_key (for_in_clause (identifier_key) identifier_key (identifier_kwarg_keys) identifier_kwarg_keys )for_in_clause (if_clause (comparison_operator (identifier_key) identifier_key (identifier_acceptable_kwargs) identifier_acceptable_kwargs )comparison_operator )if_clause )list_comprehension )argument_list )call )argument_list )call )expression_statement )block )if_statement )block )if_statement (expression_statement (assignment (identifier_needed_args) identifier_needed_args (subscript (identifier_function_args) identifier_function_args (slice (call (identifier_len) identifier_len (argument_list (identifier_args) identifier_args )argument_list )call (colon) colon )slice )subscript )assignment )expression_statement (if_statement (attribute (identifier_function_info) identifier_function_info (identifier_defaults) identifier_defaults )attribute (block (expression_statement (assignment (identifier_needed_args) identifier_needed_args (subscript (identifier_needed_args) identifier_needed_args (slice (colon) colon (unary_operator (call (identifier_len) identifier_len (argument_list (attribute (identifier_function_info) identifier_function_info (identifier_defaults) identifier_defaults )attribute )argument_list )call )unary_operator )slice )subscript )assignment )expression_statement )block )if_statement (return_statement (boolean_operator (not_operator (identifier_needed_args) identifier_needed_args )not_operator (call (attribute (identifier_kwarg_keys) identifier_kwarg_keys (identifier_issuperset) identifier_issuperset )attribute (argument_list (identifier_needed_args) identifier_needed_args )argument_list )call )boolean_operator )return_statement )block )function_definition (return_statement (identifier_evaluation_checker) identifier_evaluation_checker )return_statement )block )function_definition )module
Build an evaluation checker that will return True when it is guaranteed that all positional arguments have been accounted for.
(module (function_definition (function_name_update_config_value) function_name_update_config_value (parameters (identifier_self) identifier_self (identifier_config_m) identifier_config_m (identifier_config_key) identifier_config_key )parameters (block (expression_statement (assignment (identifier_config_value) identifier_config_value (call (attribute (identifier_config_m) identifier_config_m (identifier_get_current_config_value) identifier_get_current_config_value )attribute (argument_list (identifier_config_key) identifier_config_key )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_config_m) identifier_config_m (attribute (identifier_self) identifier_self (identifier_core_config_model) identifier_core_config_model )attribute )comparison_operator (block (expression_statement (assignment (identifier_list_store) identifier_list_store (attribute (identifier_self) identifier_self (identifier_core_list_store) identifier_core_list_store )attribute )assignment )expression_statement )block (elif_clause (comparison_operator (identifier_config_m) identifier_config_m (attribute (identifier_self) identifier_self (identifier_gui_config_model) identifier_gui_config_model )attribute )comparison_operator (block (expression_statement (assignment (identifier_list_store) identifier_list_store (attribute (identifier_self) identifier_self (identifier_gui_list_store) identifier_gui_list_store )attribute )assignment )expression_statement )block )elif_clause (else_clause (block (return_statement )return_statement )block )else_clause )if_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__update_list_store_entry) identifier__update_list_store_entry )attribute (argument_list (identifier_list_store) identifier_list_store (identifier_config_key) identifier_config_key (identifier_config_value) identifier_config_value )argument_list )call )expression_statement )block )function_definition )module
Updates the corresponding list store of a changed config value :param ConfigModel config_m: The config model that has been changed :param str config_key: The config key who's value has been changed
(module (function_definition (function_name_verify_param) function_name_verify_param (parameters (identifier_self) identifier_self (identifier_param) identifier_param (default_parameter (identifier_must) identifier_must (list )list )default_parameter (default_parameter (identifier_r) identifier_r (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_APIKEY) identifier_APIKEY (identifier_param) identifier_param )comparison_operator (block (expression_statement (assignment (subscript (identifier_param) identifier_param (identifier_APIKEY) identifier_APIKEY )subscript (call (attribute (identifier_self) identifier_self (identifier_apikey) identifier_apikey )attribute (argument_list )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_r) identifier_r (conditional_expression (call (identifier_Result) identifier_Result (argument_list )argument_list )call (comparison_operator (identifier_r) identifier_r (None) None )comparison_operator (identifier_r) identifier_r )conditional_expression )assignment )expression_statement (for_statement (identifier_p) identifier_p (identifier_must) identifier_must (block (if_statement (comparison_operator (identifier_p) identifier_p (identifier_param) identifier_param )comparison_operator (block (expression_statement (call (attribute (call (attribute (identifier_r) identifier_r (identifier_code) identifier_code )attribute (argument_list (attribute (identifier_Code) identifier_Code (identifier_ARGUMENT_MISSING) identifier_ARGUMENT_MISSING )attribute )argument_list )call (identifier_detail) identifier_detail )attribute (argument_list (binary_operator (string_'missing-') string_'missing-' (identifier_p) identifier_p )binary_operator )argument_list )call )expression_statement (break_statement )break_statement )block )if_statement )block )for_statement (return_statement (identifier_r) identifier_r )return_statement )block )function_definition )module
return Code.ARGUMENT_MISSING if every key in must not found in param
(module (function_definition (function_name_write_csvs) function_name_write_csvs (parameters (identifier_self) identifier_self (identifier_asset_map) identifier_asset_map (default_parameter (identifier_show_progress) identifier_show_progress (False) False )default_parameter (default_parameter (identifier_invalid_data_behavior) identifier_invalid_data_behavior (string_'warn') string_'warn' )default_parameter )parameters (block (expression_statement (assignment (identifier_read) identifier_read (call (identifier_partial) identifier_partial (argument_list (identifier_read_csv) identifier_read_csv (keyword_argument (identifier_parse_dates) identifier_parse_dates (list (string_'day') string_'day' )list )keyword_argument (keyword_argument (identifier_index_col) identifier_index_col (string_'day') string_'day' )keyword_argument (keyword_argument (identifier_dtype) identifier_dtype (attribute (identifier_self) identifier_self (identifier__csv_dtypes) identifier__csv_dtypes )attribute )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_write) identifier_write )attribute (argument_list (generator_expression (tuple (identifier_asset) identifier_asset (call (identifier_read) identifier_read (argument_list (identifier_path) identifier_path )argument_list )call )tuple (for_in_clause (pattern_list (identifier_asset) identifier_asset (identifier_path) identifier_path )pattern_list (call (identifier_iteritems) identifier_iteritems (argument_list (identifier_asset_map) identifier_asset_map )argument_list )call )for_in_clause )generator_expression (keyword_argument (identifier_assets) identifier_assets (call (identifier_viewkeys) identifier_viewkeys (argument_list (identifier_asset_map) identifier_asset_map )argument_list )call )keyword_argument (keyword_argument (identifier_show_progress) identifier_show_progress (identifier_show_progress) identifier_show_progress )keyword_argument (keyword_argument (identifier_invalid_data_behavior) identifier_invalid_data_behavior (identifier_invalid_data_behavior) identifier_invalid_data_behavior )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Read CSVs as DataFrames from our asset map. Parameters ---------- asset_map : dict[int -> str] A mapping from asset id to file path with the CSV data for that asset show_progress : bool Whether or not to show a progress bar while writing. invalid_data_behavior : {'warn', 'raise', 'ignore'} What to do when data is encountered that is outside the range of a uint32.
(module (function_definition (function_name_decrypt) function_name_decrypt (parameters (identifier_self) identifier_self (identifier_data) identifier_data )parameters (block (expression_statement (assignment (identifier_decrypted_data) identifier_decrypted_data (string_b"") string_b"" )assignment )expression_statement (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (integer_0) integer_0 (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call (integer_8) integer_8 )argument_list )call (block (expression_statement (assignment (identifier_block) identifier_block (subscript (identifier_data) identifier_data (slice (identifier_i) identifier_i (colon) colon (binary_operator (identifier_i) identifier_i (integer_8) integer_8 )binary_operator )slice )subscript )assignment )expression_statement (expression_statement (assignment (identifier_block_length) identifier_block_length (call (identifier_len) identifier_len (argument_list (identifier_block) identifier_block )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_block_length) identifier_block_length (integer_8) integer_8 )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (concatenated_string (string_"DES decryption must be a multiple of 8 ") string_"DES decryption must be a multiple of 8 " (string_"bytes") string_"bytes" )concatenated_string )argument_list )call )raise_statement )block )if_statement (expression_statement (augmented_assignment (identifier_decrypted_data) identifier_decrypted_data (call (attribute (identifier_self) identifier_self (identifier__decode_block) identifier__decode_block )attribute (argument_list (identifier_block) identifier_block )argument_list )call )augmented_assignment )expression_statement )block )for_statement (return_statement (identifier_decrypted_data) identifier_decrypted_data )return_statement )block )function_definition )module
DES decrypts the data based on the key it was initialised with. :param data: The encrypted bytes string to decrypt :return: The decrypted bytes string
(module (function_definition (function_name_db) function_name_db (parameters (identifier_cls) identifier_cls (default_parameter (identifier_path) identifier_path (None) None )default_parameter )parameters (block (if_statement (boolean_operator (comparison_operator (attribute (identifier_cls) identifier_cls (identifier_PATH) identifier_PATH )attribute (None) None )comparison_operator (comparison_operator (identifier_path) identifier_path (None) None )comparison_operator )boolean_operator (block (raise_statement (call (identifier_Exception) identifier_Exception (argument_list (string_"No database specified") string_"No database specified" )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (identifier_path) identifier_path (None) None )comparison_operator (block (expression_statement (assignment (identifier_path) identifier_path (attribute (identifier_cls) identifier_cls (identifier_PATH) identifier_PATH )attribute )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (string_".") string_"." (identifier_path) identifier_path )comparison_operator (block (raise_statement (call (identifier_Exception) identifier_Exception (argument_list (binary_operator (parenthesized_expression (binary_operator (string_'invalid path "%s"; database paths must be ') string_'invalid path "%s"; database paths must be ' (string_'of the form "database.collection"') string_'of the form "database.collection"' )binary_operator )parenthesized_expression (tuple (identifier_path) identifier_path )tuple )binary_operator )argument_list )call )raise_statement )block )if_statement (if_statement (attribute (identifier_CONNECTION) identifier_CONNECTION (identifier_test_mode) identifier_test_mode )attribute (block (return_statement (subscript (subscript (call (attribute (identifier_CONNECTION) identifier_CONNECTION (identifier_get_connection) identifier_get_connection )attribute (argument_list )argument_list )call (identifier_TEST_DATABASE_NAME) identifier_TEST_DATABASE_NAME )subscript (identifier_path) identifier_path )subscript )return_statement )block )if_statement (expression_statement (assignment (tuple_pattern (identifier_db) identifier_db (identifier_coll) identifier_coll )tuple_pattern (call (attribute (identifier_path) identifier_path (identifier_split) identifier_split )attribute (argument_list (string_'.') string_'.' (integer_1) integer_1 )argument_list )call )assignment )expression_statement (return_statement (subscript (subscript (call (attribute (identifier_CONNECTION) identifier_CONNECTION (identifier_get_connection) identifier_get_connection )attribute (argument_list )argument_list )call (identifier_db) identifier_db )subscript (identifier_coll) identifier_coll )subscript )return_statement )block )function_definition )module
Returns a pymongo Collection object from the current database connection. If the database connection is in test mode, collection will be in the test database. @param path: if is None, the PATH attribute of the current class is used; if is not None, this is used instead @raise Exception: if neither cls.PATH or path are valid
(module (function_definition (function_name_recalibrate_quality) function_name_recalibrate_quality (parameters (identifier_bam_file) identifier_bam_file (identifier_sam_ref) identifier_sam_ref (identifier_dbsnp_file) identifier_dbsnp_file (identifier_picard_dir) identifier_picard_dir )parameters (block (expression_statement (assignment (identifier_cl) identifier_cl (list (string_"picard_gatk_recalibrate.py") string_"picard_gatk_recalibrate.py" (identifier_picard_dir) identifier_picard_dir (identifier_sam_ref) identifier_sam_ref (identifier_bam_file) identifier_bam_file )list )assignment )expression_statement (if_statement (identifier_dbsnp_file) identifier_dbsnp_file (block (expression_statement (call (attribute (identifier_cl) identifier_cl (identifier_append) identifier_append )attribute (argument_list (identifier_dbsnp_file) identifier_dbsnp_file )argument_list )call )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_subprocess) identifier_subprocess (identifier_check_call) identifier_check_call )attribute (argument_list (identifier_cl) identifier_cl )argument_list )call )expression_statement (expression_statement (assignment (identifier_out_file) identifier_out_file (subscript (call (attribute (identifier_glob) identifier_glob (identifier_glob) identifier_glob )attribute (argument_list (binary_operator (string_"%s*gatkrecal.bam") string_"%s*gatkrecal.bam" (subscript (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_splitext) identifier_splitext )attribute (argument_list (identifier_bam_file) identifier_bam_file )argument_list )call (integer_0) integer_0 )subscript )binary_operator )argument_list )call (integer_0) integer_0 )subscript )assignment )expression_statement (return_statement (identifier_out_file) identifier_out_file )return_statement )block )function_definition )module
Recalibrate alignments with GATK and provide pdf summary.
(module (function_definition (function_name_wait_for_task) function_name_wait_for_task (parameters (identifier_upid) identifier_upid (default_parameter (identifier_timeout) identifier_timeout (integer_300) integer_300 )default_parameter )parameters (block (expression_statement (assignment (identifier_start_time) identifier_start_time (call (attribute (identifier_time) identifier_time (identifier_time) identifier_time )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_info) identifier_info (call (identifier__lookup_proxmox_task) identifier__lookup_proxmox_task (argument_list (identifier_upid) identifier_upid )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_info) identifier_info )not_operator (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_error) identifier_error )attribute (argument_list (concatenated_string (string_'wait_for_task: No task information ') string_'wait_for_task: No task information ' (string_'retrieved based on given criteria.') string_'retrieved based on given criteria.' )concatenated_string )argument_list )call )expression_statement (raise_statement (identifier_SaltCloudExecutionFailure) identifier_SaltCloudExecutionFailure )raise_statement )block )if_statement (while_statement (True) True (block (if_statement (boolean_operator (comparison_operator (string_'status') string_'status' (identifier_info) identifier_info )comparison_operator (comparison_operator (subscript (identifier_info) identifier_info (string_'status') string_'status' )subscript (string_'OK') string_'OK' )comparison_operator )boolean_operator (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (string_'Task has been finished!') string_'Task has been finished!' )argument_list )call )expression_statement (return_statement (True) True )return_statement )block )if_statement (expression_statement (call (attribute (identifier_time) identifier_time (identifier_sleep) identifier_sleep )attribute (argument_list (integer_3) integer_3 )argument_list )call )expression_statement (if_statement (comparison_operator (binary_operator (call (attribute (identifier_time) identifier_time (identifier_time) identifier_time )attribute (argument_list )argument_list )call (identifier_start_time) identifier_start_time )binary_operator (identifier_timeout) identifier_timeout )comparison_operator (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (string_'Timeout reached while waiting for task to be finished') string_'Timeout reached while waiting for task to be finished' )argument_list )call )expression_statement (return_statement (False) False )return_statement )block )if_statement (expression_statement (assignment (identifier_info) identifier_info (call (identifier__lookup_proxmox_task) identifier__lookup_proxmox_task (argument_list (identifier_upid) identifier_upid )argument_list )call )assignment )expression_statement )block )while_statement )block )function_definition )module
Wait until a the task has been finished successfully
(module (function_definition (function_name_sys_register_SDL_renderer) function_name_sys_register_SDL_renderer (parameters (typed_parameter (identifier_callback) identifier_callback (type (generic_type (identifier_Callable) identifier_Callable (type_parameter (type (list (identifier_Any) identifier_Any )list )type (type (None) None )type )type_parameter )generic_type )type )typed_parameter )parameters (type (None) None )type (block (with_statement (with_clause (with_item (as_pattern (call (identifier__PropagateException) identifier__PropagateException (argument_list )argument_list )call (as_pattern_target (identifier_propagate) identifier_propagate )as_pattern_target )as_pattern )with_item )with_clause (block (decorated_definition (decorator (call (attribute (identifier_ffi) identifier_ffi (identifier_def_extern) identifier_def_extern )attribute (argument_list (keyword_argument (identifier_onerror) identifier_onerror (identifier_propagate) identifier_propagate )keyword_argument )argument_list )call )decorator (function_definition (function_name__pycall_sdl_hook) function_name__pycall_sdl_hook (parameters (typed_parameter (identifier_sdl_surface) identifier_sdl_surface (type (identifier_Any) identifier_Any )type )typed_parameter )parameters (type (None) None )type (block (expression_statement (call (identifier_callback) identifier_callback (argument_list (identifier_sdl_surface) identifier_sdl_surface )argument_list )call )expression_statement )block )function_definition )decorated_definition (expression_statement (call (attribute (identifier_lib) identifier_lib (identifier_TCOD_sys_register_SDL_renderer) identifier_TCOD_sys_register_SDL_renderer )attribute (argument_list (attribute (identifier_lib) identifier_lib (identifier__pycall_sdl_hook) identifier__pycall_sdl_hook )attribute )argument_list )call )expression_statement )block )with_statement )block )function_definition )module
Register a custom randering function with libtcod. Note: This callback will only be called by the SDL renderer. The callack will receive a :any:`CData <ffi-cdata>` void* to an SDL_Surface* struct. The callback is called on every call to :any:`tcod.console_flush`. Args: callback Callable[[CData], None]: A function which takes a single argument.
(module (function_definition (function_name_bind_type) function_name_bind_type (parameters (identifier_python_value) identifier_python_value )parameters (block (expression_statement (assignment (identifier_binding_table) identifier_binding_table (dictionary (pair (string_'bool') string_'bool' (identifier_Bool) identifier_Bool )pair (pair (string_'int') string_'int' (identifier_Int) identifier_Int )pair (pair (string_'float') string_'float' (identifier_Float) identifier_Float )pair )dictionary )assignment )expression_statement (if_statement (comparison_operator (identifier_python_value) identifier_python_value (None) None )comparison_operator (block (return_statement (call (identifier_NoneType) identifier_NoneType (argument_list )argument_list )call )return_statement )block )if_statement (expression_statement (assignment (identifier_python_type) identifier_python_type (call (identifier_type) identifier_type (argument_list (identifier_python_value) identifier_python_value )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_gibica_type) identifier_gibica_type (call (attribute (identifier_binding_table) identifier_binding_table (identifier_get) identifier_get )attribute (argument_list (attribute (identifier_python_type) identifier_python_type (identifier___name__) identifier___name__ )attribute )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_gibica_type) identifier_gibica_type (None) None )comparison_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_'Impossible to recognize underlying type.') string_'Impossible to recognize underlying type.' )argument_list )call )raise_statement )block )if_statement (return_statement (call (identifier_gibica_type) identifier_gibica_type (argument_list (identifier_python_value) identifier_python_value )argument_list )call )return_statement )block )function_definition )module
Return a Gibica type derived from a Python type.
(module (function_definition (function_name_get_func_args) function_name_get_func_args (parameters (identifier_func) identifier_func )parameters (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_func) identifier_func (attribute (identifier_functools) identifier_functools (identifier_partial) identifier_partial )attribute )argument_list )call (block (return_statement (call (identifier__signature) identifier__signature (argument_list (attribute (identifier_func) identifier_func (identifier_func) identifier_func )attribute )argument_list )call )return_statement )block )if_statement (if_statement (boolean_operator (call (attribute (identifier_inspect) identifier_inspect (identifier_isfunction) identifier_isfunction )attribute (argument_list (identifier_func) identifier_func )argument_list )call (call (attribute (identifier_inspect) identifier_inspect (identifier_ismethod) identifier_ismethod )attribute (argument_list (identifier_func) identifier_func )argument_list )call )boolean_operator (block (return_statement (call (identifier__signature) identifier__signature (argument_list (identifier_func) identifier_func )argument_list )call )return_statement )block )if_statement (return_statement (call (identifier__signature) identifier__signature (argument_list (attribute (identifier_func) identifier_func (identifier___call__) identifier___call__ )attribute )argument_list )call )return_statement )block )function_definition )module
Given a callable, return a tuple of argument names. Handles `functools.partial` objects and class-based callables. .. versionchanged:: 3.0.0a1 Do not return bound arguments, eg. ``self``.
(module (function_definition (function_name_make_interval) function_name_make_interval (parameters (identifier_long_name) identifier_long_name (identifier_short_name) identifier_short_name )parameters (block (return_statement (call (attribute (call (identifier_Group) identifier_Group (argument_list (binary_operator (call (identifier_Regex) identifier_Regex (argument_list (string_"(-+)?[0-9]+") string_"(-+)?[0-9]+" )argument_list )call (parenthesized_expression (binary_operator (binary_operator (binary_operator (binary_operator (binary_operator (call (identifier_upkey) identifier_upkey (argument_list (binary_operator (identifier_long_name) identifier_long_name (string_"s") string_"s" )binary_operator )argument_list )call (call (attribute (call (identifier_Regex) identifier_Regex (argument_list (binary_operator (identifier_long_name) identifier_long_name (string_"s") string_"s" )binary_operator )argument_list )call (identifier_setParseAction) identifier_setParseAction )attribute (argument_list (identifier_upcaseTokens) identifier_upcaseTokens )argument_list )call )binary_operator (call (identifier_upkey) identifier_upkey (argument_list (identifier_long_name) identifier_long_name )argument_list )call )binary_operator (call (attribute (call (identifier_Regex) identifier_Regex (argument_list (identifier_long_name) identifier_long_name )argument_list )call (identifier_setParseAction) identifier_setParseAction )attribute (argument_list (identifier_upcaseTokens) identifier_upcaseTokens )argument_list )call )binary_operator (call (identifier_upkey) identifier_upkey (argument_list (identifier_short_name) identifier_short_name )argument_list )call )binary_operator (call (attribute (call (identifier_Regex) identifier_Regex (argument_list (identifier_short_name) identifier_short_name )argument_list )call (identifier_setParseAction) identifier_setParseAction )attribute (argument_list (identifier_upcaseTokens) identifier_upcaseTokens )argument_list )call )binary_operator )parenthesized_expression )binary_operator )argument_list )call (identifier_setResultsName) identifier_setResultsName )attribute (argument_list (identifier_long_name) identifier_long_name )argument_list )call )return_statement )block )function_definition )module
Create an interval segment
(module (function_definition (function_name_samples) function_name_samples (parameters (identifier_self) identifier_self )parameters (block (if_statement (boolean_operator (not_operator (call (identifier_hasattr) identifier_hasattr (argument_list (identifier_self) identifier_self (string_'sampler') string_'sampler' )argument_list )call )not_operator (comparison_operator (attribute (identifier_self) identifier_self (identifier__samples) identifier__samples )attribute (None) None )comparison_operator )boolean_operator (block (raise_statement (call (identifier_AttributeError) identifier_AttributeError (argument_list (binary_operator (string_'Must run MCMC (or load from file) ') string_'Must run MCMC (or load from file) ' (string_'before accessing samples') string_'before accessing samples' )binary_operator )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier__samples) identifier__samples )attribute (None) None )comparison_operator (block (expression_statement (assignment (identifier_df) identifier_df (attribute (identifier_self) identifier_self (identifier__samples) identifier__samples )attribute )assignment )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__make_samples) identifier__make_samples )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (identifier_df) identifier_df (attribute (identifier_self) identifier_self (identifier__samples) identifier__samples )attribute )assignment )expression_statement )block )else_clause )if_statement (return_statement (identifier_df) identifier_df )return_statement )block )function_definition )module
Dataframe with samples drawn from isochrone according to posterior Columns include both the sampling parameters from the MCMC fit (mass, age, Fe/H, [distance, A_V]), and also evaluation of the :class:`Isochrone` at each of these sample points---this is how chains of physical/observable parameters get produced.
(module (function_definition (function_name__iter_keys) function_name__iter_keys (parameters (identifier_key) identifier_key )parameters (block (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (subscript (call (attribute (identifier_winreg) identifier_winreg (identifier_QueryInfoKey) identifier_QueryInfoKey )attribute (argument_list (identifier_key) identifier_key )argument_list )call (integer_0) integer_0 )subscript )argument_list )call (block (expression_statement (yield (call (attribute (identifier_winreg) identifier_winreg (identifier_OpenKey) identifier_OpenKey )attribute (argument_list (identifier_key) identifier_key (call (attribute (identifier_winreg) identifier_winreg (identifier_EnumKey) identifier_EnumKey )attribute (argument_list (identifier_key) identifier_key (identifier_i) identifier_i )argument_list )call )argument_list )call )yield )expression_statement )block )for_statement )block )function_definition )module
! Iterate over subkeys of a key
(module (function_definition (function_name_primers) function_name_primers (parameters (identifier_self) identifier_self (default_parameter (identifier_tm) identifier_tm (integer_60) integer_60 )default_parameter )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_primers) identifier_primers )attribute (call (attribute (attribute (identifier_coral) identifier_coral (identifier_design) identifier_design )attribute (identifier_primers) identifier_primers )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_template) identifier_template )attribute (keyword_argument (identifier_tm) identifier_tm (identifier_tm) identifier_tm )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (attribute (identifier_self) identifier_self (identifier_primers) identifier_primers )attribute )return_statement )block )function_definition )module
Design primers for amplifying the assembled sequence. :param tm: melting temperature (lower than overlaps is best). :type tm: float :returns: Primer list (the output of coral.design.primers). :rtype: list
(module (function_definition (function_name_gborders) function_name_gborders (parameters (identifier_img) identifier_img (default_parameter (identifier_alpha) identifier_alpha (float_1.0) float_1.0 )default_parameter (default_parameter (identifier_sigma) identifier_sigma (float_1.0) float_1.0 )default_parameter )parameters (block (expression_statement (assignment (identifier_gradnorm) identifier_gradnorm (call (identifier_gaussian_gradient_magnitude) identifier_gaussian_gradient_magnitude (argument_list (identifier_img) identifier_img (identifier_sigma) identifier_sigma (keyword_argument (identifier_mode) identifier_mode (string_'constant') string_'constant' )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (binary_operator (float_1.0) float_1.0 (call (attribute (identifier_np) identifier_np (identifier_sqrt) identifier_sqrt )attribute (argument_list (binary_operator (float_1.0) float_1.0 (binary_operator (identifier_alpha) identifier_alpha (identifier_gradnorm) identifier_gradnorm )binary_operator )binary_operator )argument_list )call )binary_operator )return_statement )block )function_definition )module
Stopping criterion for image borders.
(module (function_definition (function_name_get_wsgi_request_object) function_name_get_wsgi_request_object (parameters (identifier_curr_request) identifier_curr_request (identifier_method) identifier_method (identifier_url) identifier_url (identifier_headers) identifier_headers (identifier_body) identifier_body )parameters (block (expression_statement (assignment (identifier_x_headers) identifier_x_headers (call (identifier_headers_to_include_from_request) identifier_headers_to_include_from_request (argument_list (identifier_curr_request) identifier_curr_request )argument_list )call )assignment )expression_statement (expression_statement (assignment (pattern_list (identifier_method) identifier_method (identifier_t_headers) identifier_t_headers )pattern_list (call (identifier_pre_process_method_headers) identifier_pre_process_method_headers (argument_list (identifier_method) identifier_method (identifier_headers) identifier_headers )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (string_"CONTENT_TYPE") string_"CONTENT_TYPE" (identifier_t_headers) identifier_t_headers )comparison_operator (block (expression_statement (call (attribute (identifier_t_headers) identifier_t_headers (identifier_update) identifier_update )attribute (argument_list (dictionary (pair (string_"CONTENT_TYPE") string_"CONTENT_TYPE" (attribute (identifier__settings) identifier__settings (identifier_DEFAULT_CONTENT_TYPE) identifier_DEFAULT_CONTENT_TYPE )attribute )pair )dictionary )argument_list )call )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_x_headers) identifier_x_headers (identifier_update) identifier_update )attribute (argument_list (identifier_t_headers) identifier_t_headers )argument_list )call )expression_statement (expression_statement (assignment (identifier_content_type) identifier_content_type (call (attribute (identifier_x_headers) identifier_x_headers (identifier_get) identifier_get )attribute (argument_list (string_"CONTENT_TYPE") string_"CONTENT_TYPE" (attribute (identifier__settings) identifier__settings (identifier_DEFAULT_CONTENT_TYPE) identifier_DEFAULT_CONTENT_TYPE )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier__request_factory) identifier__request_factory (call (identifier_BatchRequestFactory) identifier_BatchRequestFactory (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier__request_provider) identifier__request_provider (call (identifier_getattr) identifier_getattr (argument_list (identifier__request_factory) identifier__request_factory (identifier_method) identifier_method )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_secure) identifier_secure (attribute (identifier__settings) identifier__settings (identifier_USE_HTTPS) identifier_USE_HTTPS )attribute )assignment )expression_statement (expression_statement (assignment (identifier_request) identifier_request (call (identifier__request_provider) identifier__request_provider (argument_list (identifier_url) identifier_url (keyword_argument (identifier_data) identifier_data (identifier_body) identifier_body )keyword_argument (keyword_argument (identifier_secure) identifier_secure (identifier_secure) identifier_secure )keyword_argument (keyword_argument (identifier_content_type) identifier_content_type (identifier_content_type) identifier_content_type )keyword_argument (dictionary_splat (identifier_x_headers) identifier_x_headers )dictionary_splat )argument_list )call )assignment )expression_statement (return_statement (identifier_request) identifier_request )return_statement )block )function_definition )module
Based on the given request parameters, constructs and returns the WSGI request object.
(module (function_definition (function_name_from_snl) function_name_from_snl (parameters (identifier_cls) identifier_cls (identifier_snl) identifier_snl )parameters (block (expression_statement (assignment (identifier_hist) identifier_hist (list )list )assignment )expression_statement (for_statement (identifier_h) identifier_h (attribute (identifier_snl) identifier_snl (identifier_history) identifier_history )attribute (block (expression_statement (assignment (identifier_d) identifier_d (attribute (identifier_h) identifier_h (identifier_description) identifier_description )attribute )assignment )expression_statement (expression_statement (assignment (subscript (identifier_d) identifier_d (string_'_snl') string_'_snl' )subscript (dictionary (pair (string_'url') string_'url' (attribute (identifier_h) identifier_h (identifier_url) identifier_url )attribute )pair (pair (string_'name') string_'name' (attribute (identifier_h) identifier_h (identifier_name) identifier_name )attribute )pair )dictionary )assignment )expression_statement (expression_statement (call (attribute (identifier_hist) identifier_hist (identifier_append) identifier_append )attribute (argument_list (identifier_d) identifier_d )argument_list )call )expression_statement )block )for_statement (return_statement (call (identifier_cls) identifier_cls (argument_list (attribute (identifier_snl) identifier_snl (identifier_structure) identifier_structure )attribute (keyword_argument (identifier_history) identifier_history (identifier_hist) identifier_hist )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Create TransformedStructure from SNL. Args: snl (StructureNL): Starting snl Returns: TransformedStructure
(module (function_definition (function_name_get_tissue_in_references) function_name_get_tissue_in_references (parameters (identifier_self) identifier_self (identifier_entry) identifier_entry )parameters (block (expression_statement (assignment (identifier_tissue_in_references) identifier_tissue_in_references (list )list )assignment )expression_statement (expression_statement (assignment (identifier_query) identifier_query (string_"./reference/source/tissue") string_"./reference/source/tissue" )assignment )expression_statement (expression_statement (assignment (identifier_tissues) identifier_tissues (set_comprehension (attribute (identifier_x) identifier_x (identifier_text) identifier_text )attribute (for_in_clause (identifier_x) identifier_x (call (attribute (identifier_entry) identifier_entry (identifier_iterfind) identifier_iterfind )attribute (argument_list (identifier_query) identifier_query )argument_list )call )for_in_clause )set_comprehension )assignment )expression_statement (for_statement (identifier_tissue) identifier_tissue (identifier_tissues) identifier_tissues (block (if_statement (comparison_operator (identifier_tissue) identifier_tissue (attribute (identifier_self) identifier_self (identifier_tissues) identifier_tissues )attribute )comparison_operator (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_tissues) identifier_tissues )attribute (identifier_tissue) identifier_tissue )subscript (call (attribute (identifier_models) identifier_models (identifier_TissueInReference) identifier_TissueInReference )attribute (argument_list (keyword_argument (identifier_tissue) identifier_tissue (identifier_tissue) identifier_tissue )keyword_argument )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_tissue_in_references) identifier_tissue_in_references (identifier_append) identifier_append )attribute (argument_list (subscript (attribute (identifier_self) identifier_self (identifier_tissues) identifier_tissues )attribute (identifier_tissue) identifier_tissue )subscript )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_tissue_in_references) identifier_tissue_in_references )return_statement )block )function_definition )module
get list of models.TissueInReference from XML node entry :param entry: XML node entry :return: list of :class:`pyuniprot.manager.models.TissueInReference` objects
(module (function_definition (function_name_stream_members) function_name_stream_members (parameters (identifier_self) identifier_self (identifier_stream_id) identifier_stream_id )parameters (block (expression_statement (assignment (pattern_list (identifier_response) identifier_response (identifier_status_code) identifier_status_code )pattern_list (call (attribute (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier___pod__) identifier___pod__ )attribute (identifier_Streams) identifier_Streams )attribute (identifier_get_v1_admin_stream_id_membership_list) identifier_get_v1_admin_stream_id_membership_list )attribute (argument_list (keyword_argument (identifier_sessionToken) identifier_sessionToken (attribute (identifier_self) identifier_self (identifier___session__) identifier___session__ )attribute )keyword_argument (keyword_argument (identifier_id) identifier_id (identifier_stream_id) identifier_stream_id )keyword_argument )argument_list )call (identifier_result) identifier_result )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_logger) identifier_logger )attribute (identifier_debug) identifier_debug )attribute (argument_list (binary_operator (string_'%s: %s') string_'%s: %s' (tuple (identifier_status_code) identifier_status_code (identifier_response) identifier_response )tuple )binary_operator )argument_list )call )expression_statement (return_statement (expression_list (identifier_status_code) identifier_status_code (identifier_response) identifier_response )expression_list )return_statement )block )function_definition )module
get stream members
(module (function_definition (function_name_process_binding_statements) function_name_process_binding_statements (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_G) identifier_G (attribute (identifier_self) identifier_self (identifier_G) identifier_G )attribute )assignment )expression_statement (expression_statement (assignment (identifier_statements) identifier_statements (list )list )assignment )expression_statement (expression_statement (assignment (identifier_binding_nodes) identifier_binding_nodes (call (attribute (identifier_self) identifier_self (identifier_find_event_with_outgoing_edges) identifier_find_event_with_outgoing_edges )attribute (argument_list (string_'Binding') string_'Binding' (list (string_'Theme') string_'Theme' (string_'Theme2') string_'Theme2' )list )argument_list )call )assignment )expression_statement (for_statement (identifier_node) identifier_node (identifier_binding_nodes) identifier_binding_nodes (block (expression_statement (assignment (identifier_theme1) identifier_theme1 (call (attribute (identifier_self) identifier_self (identifier_get_entity_text_for_relation) identifier_get_entity_text_for_relation )attribute (argument_list (identifier_node) identifier_node (string_'Theme') string_'Theme' )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_theme1_node) identifier_theme1_node (call (attribute (identifier_self) identifier_self (identifier_get_related_node) identifier_get_related_node )attribute (argument_list (identifier_node) identifier_node (string_'Theme') string_'Theme' )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_theme2) identifier_theme2 (call (attribute (identifier_self) identifier_self (identifier_get_entity_text_for_relation) identifier_get_entity_text_for_relation )attribute (argument_list (identifier_node) identifier_node (string_'Theme2') string_'Theme2' )argument_list )call )assignment )expression_statement (assert_statement (parenthesized_expression (comparison_operator (identifier_theme1) identifier_theme1 (None) None )comparison_operator )parenthesized_expression )assert_statement (assert_statement (parenthesized_expression (comparison_operator (identifier_theme2) identifier_theme2 (None) None )comparison_operator )parenthesized_expression )assert_statement (expression_statement (assignment (identifier_evidence) identifier_evidence (call (attribute (identifier_self) identifier_self (identifier_node_to_evidence) identifier_node_to_evidence )attribute (argument_list (identifier_theme1_node) identifier_theme1_node (keyword_argument (identifier_is_direct) identifier_is_direct (True) True )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_statements) identifier_statements (identifier_append) identifier_append )attribute (argument_list (call (identifier_Complex) identifier_Complex (argument_list (list (call (identifier_s2a) identifier_s2a (argument_list (identifier_theme1) identifier_theme1 )argument_list )call (call (identifier_s2a) identifier_s2a (argument_list (identifier_theme2) identifier_theme2 )argument_list )call )list (keyword_argument (identifier_evidence) identifier_evidence (identifier_evidence) identifier_evidence )keyword_argument )argument_list )call )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_statements) identifier_statements )return_statement )block )function_definition )module
Looks for Binding events in the graph and extracts them into INDRA statements. In particular, looks for a Binding event node with outgoing edges with relations Theme and Theme2 - the entities these edges point to are the two constituents of the Complex INDRA statement.
(module (function_definition (function_name__get_parameter_conversion_entry) function_name__get_parameter_conversion_entry (parameters (identifier_parameter_config) identifier_parameter_config )parameters (block (expression_statement (assignment (identifier_entry) identifier_entry (call (attribute (identifier__PARAM_CONVERSION_MAP) identifier__PARAM_CONVERSION_MAP (identifier_get) identifier_get )attribute (argument_list (call (attribute (identifier_parameter_config) identifier_parameter_config (identifier_get) identifier_get )attribute (argument_list (string_'type') string_'type' )argument_list )call )argument_list )call )assignment )expression_statement (if_statement (boolean_operator (comparison_operator (identifier_entry) identifier_entry (None) None )comparison_operator (comparison_operator (string_'enum') string_'enum' (identifier_parameter_config) identifier_parameter_config )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_entry) identifier_entry (subscript (identifier__PARAM_CONVERSION_MAP) identifier__PARAM_CONVERSION_MAP (string_'enum') string_'enum' )subscript )assignment )expression_statement )block )if_statement (return_statement (identifier_entry) identifier_entry )return_statement )block )function_definition )module
Get information needed to convert the given parameter to its API type. Args: parameter_config: The dictionary containing information specific to the parameter in question. This is retrieved from request.parameters in the method config. Returns: The entry from _PARAM_CONVERSION_MAP with functions/information needed to validate and convert the given parameter from a string to the type expected by the API.
(module (function_definition (function_name__parse_deploy) function_name__parse_deploy (parameters (identifier_self) identifier_self (typed_parameter (identifier_deploy_values) identifier_deploy_values (type (identifier_dict) identifier_dict )type )typed_parameter (typed_parameter (identifier_service_config) identifier_service_config (type (identifier_dict) identifier_dict )type )typed_parameter )parameters (block (expression_statement (assignment (identifier_mode) identifier_mode (dictionary )dictionary )assignment )expression_statement (for_statement (identifier_d_value) identifier_d_value (identifier_deploy_values) identifier_deploy_values (block (if_statement (comparison_operator (string_'restart_policy') string_'restart_policy' (identifier_d_value) identifier_d_value )comparison_operator (block (expression_statement (assignment (identifier_restart_spec) identifier_restart_spec (call (attribute (attribute (identifier_docker) identifier_docker (identifier_types) identifier_types )attribute (identifier_RestartPolicy) identifier_RestartPolicy )attribute (argument_list (dictionary_splat (subscript (identifier_deploy_values) identifier_deploy_values (identifier_d_value) identifier_d_value )subscript )dictionary_splat )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_service_config) identifier_service_config (string_'restart_policy') string_'restart_policy' )subscript (identifier_restart_spec) identifier_restart_spec )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (string_'placement') string_'placement' (identifier_d_value) identifier_d_value )comparison_operator (block (for_statement (pattern_list (identifier_constraints_key) identifier_constraints_key (identifier_constraints_value) identifier_constraints_value )pattern_list (line_continuation_\) line_continuation_\ (call (attribute (subscript (identifier_deploy_values) identifier_deploy_values (identifier_d_value) identifier_d_value )subscript (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (expression_statement (assignment (subscript (identifier_service_config) identifier_service_config (identifier_constraints_key) identifier_constraints_key )subscript (identifier_constraints_value) identifier_constraints_value )assignment )expression_statement )block )for_statement )block )if_statement (if_statement (comparison_operator (string_'mode') string_'mode' (identifier_d_value) identifier_d_value )comparison_operator (block (expression_statement (assignment (subscript (identifier_mode) identifier_mode (identifier_d_value) identifier_d_value )subscript (subscript (identifier_deploy_values) identifier_deploy_values (identifier_d_value) identifier_d_value )subscript )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (string_'replicas') string_'replicas' (identifier_d_value) identifier_d_value )comparison_operator (block (expression_statement (assignment (subscript (identifier_mode) identifier_mode (identifier_d_value) identifier_d_value )subscript (subscript (identifier_deploy_values) identifier_deploy_values (identifier_d_value) identifier_d_value )subscript )assignment )expression_statement )block )if_statement (if_statement (comparison_operator (string_'resources') string_'resources' (identifier_d_value) identifier_d_value )comparison_operator (block (expression_statement (assignment (identifier_resource_spec) identifier_resource_spec (call (attribute (identifier_self) identifier_self (identifier__parse_resources) identifier__parse_resources )attribute (argument_list (identifier_deploy_values) identifier_deploy_values (identifier_d_value) identifier_d_value )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_service_config) identifier_service_config (string_'resources') string_'resources' )subscript (identifier_resource_spec) identifier_resource_spec )assignment )expression_statement )block )if_statement )block )for_statement (expression_statement (assignment (identifier_mode_spec) identifier_mode_spec (call (attribute (attribute (identifier_docker) identifier_docker (identifier_types) identifier_types )attribute (identifier_ServiceMode) identifier_ServiceMode )attribute (argument_list (dictionary_splat (identifier_mode) identifier_mode )dictionary_splat )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_service_config) identifier_service_config (string_'mode') string_'mode' )subscript (identifier_mode_spec) identifier_mode_spec )assignment )expression_statement )block )function_definition )module
Parse deploy key. Args: deploy_values (dict): deploy configuration values service_config (dict): Service configuration
(module (function_definition (function_name_supportsType) function_name_supportsType (parameters (identifier_self) identifier_self (identifier_type_uri) identifier_type_uri )parameters (block (return_statement (parenthesized_expression (boolean_operator (parenthesized_expression (comparison_operator (identifier_type_uri) identifier_type_uri (attribute (identifier_self) identifier_self (identifier_type_uris) identifier_type_uris )attribute )comparison_operator )parenthesized_expression (parenthesized_expression (boolean_operator (comparison_operator (identifier_type_uri) identifier_type_uri (identifier_OPENID_2_0_TYPE) identifier_OPENID_2_0_TYPE )comparison_operator (call (attribute (identifier_self) identifier_self (identifier_isOPIdentifier) identifier_isOPIdentifier )attribute (argument_list )argument_list )call )boolean_operator )parenthesized_expression )boolean_operator )parenthesized_expression )return_statement )block )function_definition )module
Does this endpoint support this type? I consider C{/server} endpoints to implicitly support C{/signon}.
(module (function_definition (function_name__RunSingleHook) function_name__RunSingleHook (parameters (identifier_self) identifier_self (identifier_hook_cls) identifier_hook_cls (identifier_executed_set) identifier_executed_set (default_parameter (identifier_required) identifier_required (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_hook_cls) identifier_hook_cls (identifier_executed_set) identifier_executed_set )comparison_operator (block (return_statement )return_statement )block )if_statement (for_statement (identifier_pre_hook) identifier_pre_hook (attribute (identifier_hook_cls) identifier_hook_cls (identifier_pre) identifier_pre )attribute (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__RunSingleHook) identifier__RunSingleHook )attribute (argument_list (identifier_pre_hook) identifier_pre_hook (identifier_executed_set) identifier_executed_set (keyword_argument (identifier_required) identifier_required (attribute (identifier_hook_cls) identifier_hook_cls (identifier___name__) identifier___name__ )attribute )keyword_argument )argument_list )call )expression_statement )block )for_statement (expression_statement (assignment (identifier_cls_instance) identifier_cls_instance (call (identifier_hook_cls) identifier_hook_cls (argument_list )argument_list )call )assignment )expression_statement (if_statement (identifier_required) identifier_required (block (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_debug) identifier_debug )attribute (argument_list (string_"Initializing %s, required by %s") string_"Initializing %s, required by %s" (attribute (identifier_hook_cls) identifier_hook_cls (identifier___name__) identifier___name__ )attribute (identifier_required) identifier_required )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_debug) identifier_debug )attribute (argument_list (string_"Initializing %s") string_"Initializing %s" (attribute (identifier_hook_cls) identifier_hook_cls (identifier___name__) identifier___name__ )attribute )argument_list )call )expression_statement )block )else_clause )if_statement (expression_statement (call (attribute (identifier_cls_instance) identifier_cls_instance (identifier_Run) identifier_Run )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_executed_set) identifier_executed_set (identifier_add) identifier_add )attribute (argument_list (identifier_hook_cls) identifier_hook_cls )argument_list )call )expression_statement (if_statement (comparison_operator (identifier_hook_cls) identifier_hook_cls (attribute (identifier_self) identifier_self (identifier_already_run_once) identifier_already_run_once )attribute )comparison_operator (block (expression_statement (call (attribute (identifier_cls_instance) identifier_cls_instance (identifier_RunOnce) identifier_RunOnce )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_already_run_once) identifier_already_run_once )attribute (identifier_add) identifier_add )attribute (argument_list (identifier_hook_cls) identifier_hook_cls )argument_list )call )expression_statement )block )if_statement )block )function_definition )module
Run the single hook specified by resolving all its prerequisites.
(module (function_definition (function_name_PyParseRangeCheck) function_name_PyParseRangeCheck (parameters (identifier_lower_bound) identifier_lower_bound (identifier_upper_bound) identifier_upper_bound )parameters (block (function_definition (function_name_CheckRange) function_name_CheckRange (parameters (identifier_string) identifier_string (identifier_location) identifier_location (identifier_tokens) identifier_tokens )parameters (block (try_statement (block (expression_statement (assignment (identifier_check_number) identifier_check_number (subscript (identifier_tokens) identifier_tokens (integer_0) integer_0 )subscript )assignment )expression_statement )block (except_clause (identifier_IndexError) identifier_IndexError (block (expression_statement (assignment (identifier_check_number) identifier_check_number (unary_operator (integer_1) integer_1 )unary_operator )assignment )expression_statement )block )except_clause )try_statement (if_statement (comparison_operator (identifier_check_number) identifier_check_number (identifier_lower_bound) identifier_lower_bound )comparison_operator (block (raise_statement (call (attribute (identifier_pyparsing) identifier_pyparsing (identifier_ParseException) identifier_ParseException )attribute (argument_list (call (attribute (string_'Value: {0:d} precedes lower bound: {1:d}') string_'Value: {0:d} precedes lower bound: {1:d}' (identifier_format) identifier_format )attribute (argument_list (identifier_check_number) identifier_check_number (identifier_lower_bound) identifier_lower_bound )argument_list )call )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (identifier_check_number) identifier_check_number (identifier_upper_bound) identifier_upper_bound )comparison_operator (block (raise_statement (call (attribute (identifier_pyparsing) identifier_pyparsing (identifier_ParseException) identifier_ParseException )attribute (argument_list (call (attribute (string_'Value: {0:d} exceeds upper bound: {1:d}') string_'Value: {0:d} exceeds upper bound: {1:d}' (identifier_format) identifier_format )attribute (argument_list (identifier_check_number) identifier_check_number (identifier_upper_bound) identifier_upper_bound )argument_list )call )argument_list )call )raise_statement )block )if_statement )block )function_definition (return_statement (identifier_CheckRange) identifier_CheckRange )return_statement )block )function_definition )module
Verify that a number is within a defined range. This is a callback method for pyparsing setParseAction that verifies that a read number is within a certain range. To use this method it needs to be defined as a callback method in setParseAction with the upper and lower bound set as parameters. Args: lower_bound (int): lower bound of the range. upper_bound (int): upper bound of the range. Returns: Function: callback method that can be used by pyparsing setParseAction.
(module (function_definition (function_name_read_hierarchy) function_name_read_hierarchy (parameters (identifier_self) identifier_self (identifier_fid) identifier_fid )parameters (block (expression_statement (assignment (identifier_lin) identifier_lin (call (attribute (identifier_self) identifier_self (identifier_read_line) identifier_read_line )attribute (argument_list (identifier_fid) identifier_fid )argument_list )call )assignment )expression_statement (while_statement (comparison_operator (identifier_lin) identifier_lin (string_'end') string_'end' )comparison_operator (block (expression_statement (assignment (identifier_parts) identifier_parts (call (attribute (identifier_lin) identifier_lin (identifier_split) identifier_split )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_lin) identifier_lin (string_'begin') string_'begin' )comparison_operator (block (expression_statement (assignment (identifier_ind) identifier_ind (call (attribute (identifier_self) identifier_self (identifier_get_index_by_name) identifier_get_index_by_name )attribute (argument_list (subscript (identifier_parts) identifier_parts (integer_0) integer_0 )subscript )argument_list )call )assignment )expression_statement (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (integer_1) integer_1 (call (identifier_len) identifier_len (argument_list (identifier_parts) identifier_parts )argument_list )call )argument_list )call (block (expression_statement (call (attribute (attribute (subscript (attribute (identifier_self) identifier_self (identifier_vertices) identifier_vertices )attribute (identifier_ind) identifier_ind )subscript (identifier_children) identifier_children )attribute (identifier_append) identifier_append )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_get_index_by_name) identifier_get_index_by_name )attribute (argument_list (subscript (identifier_parts) identifier_parts (identifier_i) identifier_i )subscript )argument_list )call )argument_list )call )expression_statement )block )for_statement )block )if_statement (expression_statement (assignment (identifier_lin) identifier_lin (call (attribute (identifier_self) identifier_self (identifier_read_line) identifier_read_line )attribute (argument_list (identifier_fid) identifier_fid )argument_list )call )assignment )expression_statement )block )while_statement (expression_statement (assignment (identifier_lin) identifier_lin (call (attribute (identifier_self) identifier_self (identifier_read_line) identifier_read_line )attribute (argument_list (identifier_fid) identifier_fid )argument_list )call )assignment )expression_statement (return_statement (identifier_lin) identifier_lin )return_statement )block )function_definition )module
Read hierarchy information from acclaim skeleton file stream.
(module (function_definition (function_name_show_gateway_device) function_name_show_gateway_device (parameters (identifier_self) identifier_self (identifier_gateway_device_id) identifier_gateway_device_id (dictionary_splat_pattern (identifier__params) identifier__params )dictionary_splat_pattern )parameters (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_get) identifier_get )attribute (argument_list (binary_operator (attribute (identifier_self) identifier_self (identifier_gateway_device_path) identifier_gateway_device_path )attribute (identifier_gateway_device_id) identifier_gateway_device_id )binary_operator (keyword_argument (identifier_params) identifier_params (identifier__params) identifier__params )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Fetch a gateway device.
(module (function_definition (function_name_restore) function_name_restore (parameters (identifier_self) identifier_self )parameters (block (expression_statement (call (attribute (identifier_signal) identifier_signal (identifier_signal) identifier_signal )attribute (argument_list (attribute (identifier_signal) identifier_signal (identifier_SIGINT) identifier_SIGINT )attribute (attribute (identifier_self) identifier_self (identifier_original_sigint) identifier_original_sigint )attribute )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_signal) identifier_signal (identifier_signal) identifier_signal )attribute (argument_list (attribute (identifier_signal) identifier_signal (identifier_SIGTERM) identifier_SIGTERM )attribute (attribute (identifier_self) identifier_self (identifier_original_sigterm) identifier_original_sigterm )attribute )argument_list )call )expression_statement (if_statement (comparison_operator (attribute (identifier_os) identifier_os (identifier_name) identifier_name )attribute (string_'nt') string_'nt' )comparison_operator (block (expression_statement (call (attribute (identifier_signal) identifier_signal (identifier_signal) identifier_signal )attribute (argument_list (attribute (identifier_signal) identifier_signal (identifier_SIGBREAK) identifier_SIGBREAK )attribute (attribute (identifier_self) identifier_self (identifier_original_sigbreak) identifier_original_sigbreak )attribute )argument_list )call )expression_statement )block )if_statement )block )function_definition )module
Restore signal handlers to their original settings.
(module (function_definition (function_name_post) function_name_post (parameters (identifier_url) identifier_url (default_parameter (identifier_data) identifier_data (None) None )default_parameter (default_parameter (identifier_json) identifier_json (None) None )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (call (identifier__set_content_type) identifier__set_content_type (argument_list (identifier_kwargs) identifier_kwargs )argument_list )call )expression_statement (if_statement (boolean_operator (call (identifier__content_type_is_json) identifier__content_type_is_json (argument_list (identifier_kwargs) identifier_kwargs )argument_list )call (comparison_operator (identifier_data) identifier_data (None) None )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_data) identifier_data (call (identifier_dumps) identifier_dumps (argument_list (identifier_data) identifier_data )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (identifier__log_request) identifier__log_request (argument_list (string_'POST') string_'POST' (identifier_url) identifier_url (identifier_kwargs) identifier_kwargs (identifier_data) identifier_data )argument_list )call )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_requests) identifier_requests (identifier_post) identifier_post )attribute (argument_list (identifier_url) identifier_url (identifier_data) identifier_data (identifier_json) identifier_json (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement (expression_statement (call (identifier__log_response) identifier__log_response (argument_list (identifier_response) identifier_response )argument_list )call )expression_statement (return_statement (identifier_response) identifier_response )return_statement )block )function_definition )module
A wrapper for ``requests.post``.
(module (function_definition (function_name_all) function_name_all (parameters (identifier_self) identifier_self )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__check_layout) identifier__check_layout )attribute (argument_list )argument_list )call )expression_statement (return_statement (call (identifier_LayoutSlice) identifier_LayoutSlice (argument_list (attribute (identifier_self) identifier_self (identifier_layout) identifier_layout )attribute (call (identifier_slice) identifier_slice (argument_list (integer_0) integer_0 (call (identifier_len) identifier_len (argument_list (attribute (attribute (identifier_self) identifier_self (identifier_layout) identifier_layout )attribute (identifier_fields) identifier_fields )attribute )argument_list )call (integer_1) integer_1 )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Returns all layout objects of first level of depth
(module (function_definition (function_name_get_one) function_name_get_one (parameters (identifier_self) identifier_self (default_parameter (identifier_fields) identifier_fields (call (identifier_list) identifier_list (argument_list )argument_list )call )default_parameter )parameters (block (expression_statement (assignment (identifier_response) identifier_response (call (attribute (attribute (identifier_self) identifier_self (identifier_session) identifier_session )attribute (identifier_get) identifier_get )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier__get_table_url) identifier__get_table_url )attribute (argument_list )argument_list )call (keyword_argument (identifier_params) identifier_params (call (attribute (identifier_self) identifier_self (identifier__get_formatted_query) identifier__get_formatted_query )attribute (argument_list (identifier_fields) identifier_fields (keyword_argument (identifier_limit) identifier_limit (None) None )keyword_argument (keyword_argument (identifier_order_by) identifier_order_by (call (identifier_list) identifier_list (argument_list )argument_list )call )keyword_argument (keyword_argument (identifier_offset) identifier_offset (None) None )keyword_argument )argument_list )call )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_content) identifier_content (call (attribute (identifier_self) identifier_self (identifier__get_content) identifier__get_content )attribute (argument_list (identifier_response) identifier_response )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_l) identifier_l (call (identifier_len) identifier_len (argument_list (identifier_content) identifier_content )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_l) identifier_l (integer_1) integer_1 )comparison_operator (block (raise_statement (call (identifier_MultipleResults) identifier_MultipleResults (argument_list (string_'Multiple results for get_one()') string_'Multiple results for get_one()' )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_content) identifier_content )argument_list )call (integer_0) integer_0 )comparison_operator (block (return_statement (dictionary )dictionary )return_statement )block )if_statement (return_statement (subscript (identifier_content) identifier_content (integer_0) integer_0 )subscript )return_statement )block )function_definition )module
Convenience function for queries returning only one result. Validates response before returning. :param fields: List of fields to return in the result :raise: :MultipleResults: if more than one match is found :return: - Record content
(module (function_definition (function_name_init_logging) function_name_init_logging (parameters )parameters (block (expression_statement (assignment (identifier_fmt) identifier_fmt (concatenated_string (string_'%(asctime)s.%(msecs)03d | %(name)-60s | %(levelname)-7s ') string_'%(asctime)s.%(msecs)03d | %(name)-60s | %(levelname)-7s ' (string_'| %(message)s') string_'| %(message)s' )concatenated_string )assignment )expression_statement (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_basicConfig) identifier_basicConfig )attribute (argument_list (keyword_argument (identifier_format) identifier_format (identifier_fmt) identifier_fmt )keyword_argument (keyword_argument (identifier_datefmt) identifier_datefmt (string_'%H:%M:%S') string_'%H:%M:%S' )keyword_argument (keyword_argument (identifier_level) identifier_level (attribute (identifier_logging) identifier_logging (identifier_DEBUG) identifier_DEBUG )attribute )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Initialise Python logging.
(module (function_definition (function_name_frequencies_plot) function_name_frequencies_plot (parameters (identifier_self) identifier_self (default_parameter (identifier_xmin) identifier_xmin (integer_0) integer_0 )default_parameter (default_parameter (identifier_xmax) identifier_xmax (integer_200) integer_200 )default_parameter )parameters (block (expression_statement (assignment (identifier_helptext) identifier_helptext (assignment (identifier_pconfig) identifier_pconfig (dictionary (pair (string_'id') string_'id' (string_'Jellyfish_kmer_plot') string_'Jellyfish_kmer_plot' )pair (pair (string_'title') string_'title' (string_'Jellyfish: K-mer plot') string_'Jellyfish: K-mer plot' )pair (pair (string_'ylab') string_'ylab' (string_'Counts') string_'Counts' )pair (pair (string_'xlab') string_'xlab' (string_'k-mer frequency') string_'k-mer frequency' )pair (pair (string_'xDecimals') string_'xDecimals' (False) False )pair (pair (string_'xmin') string_'xmin' (identifier_xmin) identifier_xmin )pair (pair (string_'xmax') string_'xmax' (identifier_xmax) identifier_xmax )pair )dictionary )assignment )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_add_section) identifier_add_section )attribute (argument_list (keyword_argument (identifier_anchor) identifier_anchor (string_'jellyfish_kmer_plot') string_'jellyfish_kmer_plot' )keyword_argument (keyword_argument (identifier_description) identifier_description (string_'The K-mer plot lets you estimate library complexity and coverage from k-mer content.') string_'The K-mer plot lets you estimate library complexity and coverage from k-mer content.' )keyword_argument (keyword_argument (identifier_helptext) identifier_helptext (identifier_helptext) identifier_helptext )keyword_argument (keyword_argument (identifier_plot) identifier_plot (call (attribute (identifier_linegraph) identifier_linegraph (identifier_plot) identifier_plot )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_jellyfish_data) identifier_jellyfish_data )attribute (identifier_pconfig) identifier_pconfig )argument_list )call )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Generate the qualities plot
(module (function_definition (function_name_get_shortcut) function_name_get_shortcut (parameters (identifier_self) identifier_self (identifier_name) identifier_name )parameters (block (expression_statement (assignment (identifier_name) identifier_name (call (attribute (identifier_self) identifier_self (identifier___normalize_name) identifier___normalize_name )attribute (argument_list (identifier_name) identifier_name )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_action) identifier_action (call (attribute (identifier_self) identifier_self (identifier_get_action) identifier_get_action )attribute (argument_list (identifier_name) identifier_name )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_action) identifier_action )not_operator (block (return_statement (string_"") string_"" )return_statement )block )if_statement (return_statement (call (attribute (call (attribute (identifier_action) identifier_action (identifier_shortcut) identifier_shortcut )attribute (argument_list )argument_list )call (identifier_toString) identifier_toString )attribute (argument_list )argument_list )call )return_statement )block )function_definition )module
Returns given action shortcut. :param name: Action to retrieve the shortcut. :type name: unicode :return: Action shortcut. :rtype: unicode
(module (function_definition (function_name_get_pins) function_name_get_pins (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_result) identifier_result (list )list )assignment )expression_statement (for_statement (identifier_a) identifier_a (call (identifier_range) identifier_range (argument_list (integer_0) integer_0 (integer_7) integer_7 )argument_list )call (block (expression_statement (call (attribute (identifier_result) identifier_result (identifier_append) identifier_append )attribute (argument_list (call (identifier_GPIOPin) identifier_GPIOPin (argument_list (identifier_self) identifier_self (string_'_action') string_'_action' (dictionary (pair (string_'pin') string_'pin' (call (attribute (string_'A{}') string_'A{}' (identifier_format) identifier_format )attribute (argument_list (identifier_a) identifier_a )argument_list )call )pair )dictionary (keyword_argument (identifier_name) identifier_name (call (attribute (string_'A{}') string_'A{}' (identifier_format) identifier_format )attribute (argument_list (identifier_a) identifier_a )argument_list )call )keyword_argument )argument_list )call )argument_list )call )expression_statement )block )for_statement (for_statement (identifier_b) identifier_b (call (identifier_range) identifier_range (argument_list (integer_0) integer_0 (integer_7) integer_7 )argument_list )call (block (expression_statement (call (attribute (identifier_result) identifier_result (identifier_append) identifier_append )attribute (argument_list (call (identifier_GPIOPin) identifier_GPIOPin (argument_list (identifier_self) identifier_self (string_'_action') string_'_action' (dictionary (pair (string_'pin') string_'pin' (call (attribute (string_'B{}') string_'B{}' (identifier_format) identifier_format )attribute (argument_list (identifier_b) identifier_b )argument_list )call )pair )dictionary (keyword_argument (identifier_name) identifier_name (call (attribute (string_'B{}') string_'B{}' (identifier_format) identifier_format )attribute (argument_list (identifier_b) identifier_b )argument_list )call )keyword_argument )argument_list )call )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
Get a list containing references to all 16 pins of the chip. :Example: >>> expander = MCP23017I2C(gw) >>> pins = expander.get_pins() >>> pprint.pprint(pins) [<GPIOPin A0 on MCP23017I2C>, <GPIOPin A1 on MCP23017I2C>, <GPIOPin A2 on MCP23017I2C>, <GPIOPin A3 on MCP23017I2C>, <GPIOPin A4 on MCP23017I2C>, <GPIOPin A5 on MCP23017I2C>, <GPIOPin A6 on MCP23017I2C>, <GPIOPin B0 on MCP23017I2C>, <GPIOPin B1 on MCP23017I2C>, <GPIOPin B2 on MCP23017I2C>, <GPIOPin B3 on MCP23017I2C>, <GPIOPin B4 on MCP23017I2C>, <GPIOPin B5 on MCP23017I2C>, <GPIOPin B6 on MCP23017I2C>]
(module (function_definition (function_name_compose) function_name_compose (parameters (identifier_f) identifier_f (list_splat_pattern (identifier_fs) identifier_fs )list_splat_pattern )parameters (block (expression_statement (assignment (identifier_rfs) identifier_rfs (call (identifier_list) identifier_list (argument_list (call (identifier_chain) identifier_chain (argument_list (list (identifier_f) identifier_f )list (identifier_fs) identifier_fs )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_rfs) identifier_rfs (identifier_reverse) identifier_reverse )attribute (argument_list )argument_list )call )expression_statement (function_definition (function_name_composed) function_name_composed (parameters (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (return_statement (call (identifier_reduce) identifier_reduce (argument_list (lambda (lambda_parameters (identifier_result) identifier_result (identifier_fn) identifier_fn )lambda_parameters (call (identifier_fn) identifier_fn (argument_list (identifier_result) identifier_result )argument_list )call )lambda (subscript (identifier_rfs) identifier_rfs (slice (integer_1) integer_1 (colon) colon )slice )subscript (call (subscript (identifier_rfs) identifier_rfs (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 )argument_list )call )return_statement )block )function_definition (return_statement (identifier_composed) identifier_composed )return_statement )block )function_definition )module
Compose functions right to left. compose(f, g, h)(x) -> f(g(h(x))) Args: f, *fs: The head and rest of a sequence of callables. The rightmost function passed can accept any arguments and the returned function will have the same signature as this last provided function. All preceding functions must be unary. Returns: The composition of the argument functions. The returned function will accept the same arguments as the rightmost passed in function.
(module (function_definition (function_name__inputcooker_store) function_name__inputcooker_store (parameters (identifier_self) identifier_self (identifier_char) identifier_char )parameters (block (if_statement (attribute (identifier_self) identifier_self (identifier_sb) identifier_sb )attribute (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_sbdataq) identifier_sbdataq )attribute (binary_operator (attribute (identifier_self) identifier_self (identifier_sbdataq) identifier_sbdataq )attribute (identifier_char) identifier_char )binary_operator )assignment )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_inputcooker_store_queue) identifier_inputcooker_store_queue )attribute (argument_list (identifier_char) identifier_char )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
Put the cooked data in the correct queue
(module (function_definition (function_name__changeGroupImage) function_name__changeGroupImage (parameters (identifier_self) identifier_self (identifier_image_id) identifier_image_id (default_parameter (identifier_thread_id) identifier_thread_id (None) None )default_parameter )parameters (block (expression_statement (assignment (pattern_list (identifier_thread_id) identifier_thread_id (identifier_thread_type) identifier_thread_type )pattern_list (call (attribute (identifier_self) identifier_self (identifier__getThread) identifier__getThread )attribute (argument_list (identifier_thread_id) identifier_thread_id (None) None )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (dictionary (pair (string_"thread_image_id") string_"thread_image_id" (identifier_image_id) identifier_image_id )pair (pair (string_"thread_id") string_"thread_id" (identifier_thread_id) identifier_thread_id )pair )dictionary )assignment )expression_statement (expression_statement (assignment (identifier_j) identifier_j (call (attribute (identifier_self) identifier_self (identifier__post) identifier__post )attribute (argument_list (attribute (attribute (identifier_self) identifier_self (identifier_req_url) identifier_req_url )attribute (identifier_THREAD_IMAGE) identifier_THREAD_IMAGE )attribute (identifier_data) identifier_data (keyword_argument (identifier_fix_request) identifier_fix_request (True) True )keyword_argument (keyword_argument (identifier_as_json) identifier_as_json (True) True )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (identifier_image_id) identifier_image_id )return_statement )block )function_definition )module
Changes a thread image from an image id :param image_id: ID of uploaded image :param thread_id: User/Group ID to change image. See :ref:`intro_threads` :raises: FBchatException if request failed
(module (function_definition (function_name__update_field) function_name__update_field (parameters (identifier_self) identifier_self (identifier_action) identifier_action (identifier_field) identifier_field (identifier_value) identifier_value (identifier_max_tries) identifier_max_tries (default_parameter (identifier_tries) identifier_tries (integer_0) integer_0 )default_parameter )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_fetch) identifier_fetch )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (identifier_action) identifier_action (argument_list (identifier_self) identifier_self (identifier_field) identifier_field (identifier_value) identifier_value )argument_list )call )expression_statement (try_statement (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_save) identifier_save )attribute (argument_list )argument_list )call )expression_statement )block (except_clause (as_pattern (attribute (identifier_requests) identifier_requests (identifier_HTTPError) identifier_HTTPError )attribute (as_pattern_target (identifier_ex) identifier_ex )as_pattern_target )as_pattern (block (if_statement (boolean_operator (comparison_operator (identifier_tries) identifier_tries (identifier_max_tries) identifier_max_tries )comparison_operator (comparison_operator (attribute (attribute (identifier_ex) identifier_ex (identifier_response) identifier_response )attribute (identifier_status_code) identifier_status_code )attribute (integer_409) integer_409 )comparison_operator )boolean_operator (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__update_field) identifier__update_field )attribute (argument_list (identifier_action) identifier_action (identifier_field) identifier_field (identifier_value) identifier_value (identifier_max_tries) identifier_max_tries (keyword_argument (identifier_tries) identifier_tries (binary_operator (identifier_tries) identifier_tries (integer_1) integer_1 )binary_operator )keyword_argument )argument_list )call )expression_statement )block (else_clause (block (raise_statement )raise_statement )block )else_clause )if_statement )block )except_clause )try_statement )block )function_definition )module
Private update_field method. Wrapped by Document.update_field. Tracks a "tries" var to help limit recursion.
(module (function_definition (function_name_document_quote) function_name_document_quote (parameters (identifier_document) identifier_document )parameters (block (expression_statement (assignment (pattern_list (identifier_doc) identifier_doc (identifier_query) identifier_query )pattern_list (call (attribute (identifier_urllib) identifier_urllib (identifier_splitquery) identifier_splitquery )attribute (argument_list (identifier_document) identifier_document )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_doc) identifier_doc (call (identifier_url_quote_part) identifier_url_quote_part (argument_list (identifier_doc) identifier_doc (string_'/=,') string_'/=,' )argument_list )call )assignment )expression_statement (if_statement (identifier_query) identifier_query (block (return_statement (binary_operator (string_"%s?%s") string_"%s?%s" (tuple (identifier_doc) identifier_doc (identifier_query) identifier_query )tuple )binary_operator )return_statement )block )if_statement (return_statement (identifier_doc) identifier_doc )return_statement )block )function_definition )module
Quote given document.
(module (function_definition (function_name_is_text_extractor_available) function_name_is_text_extractor_available (parameters (typed_parameter (identifier_extension) identifier_extension (type (identifier_str) identifier_str )type )typed_parameter )parameters (type (identifier_bool) identifier_bool )type (block (if_statement (comparison_operator (identifier_extension) identifier_extension (None) None )comparison_operator (block (expression_statement (assignment (identifier_extension) identifier_extension (call (attribute (identifier_extension) identifier_extension (identifier_lower) identifier_lower )attribute (argument_list )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_info) identifier_info (call (attribute (identifier_ext_map) identifier_ext_map (identifier_get) identifier_get )attribute (argument_list (identifier_extension) identifier_extension )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_info) identifier_info (None) None )comparison_operator (block (return_statement (False) False )return_statement )block )if_statement (expression_statement (assignment (identifier_availability) identifier_availability (subscript (identifier_info) identifier_info (identifier_AVAILABILITY) identifier_AVAILABILITY )subscript )assignment )expression_statement (if_statement (comparison_operator (call (identifier_type) identifier_type (argument_list (identifier_availability) identifier_availability )argument_list )call (identifier_bool) identifier_bool )comparison_operator (block (return_statement (identifier_availability) identifier_availability )return_statement )block (elif_clause (call (identifier_callable) identifier_callable (argument_list (identifier_availability) identifier_availability )argument_list )call (block (return_statement (call (identifier_availability) identifier_availability (argument_list )argument_list )call )return_statement )block )elif_clause (else_clause (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (call (attribute (string_"Bad information object for extension: {}") string_"Bad information object for extension: {}" (identifier_format) identifier_format )attribute (argument_list (identifier_extension) identifier_extension )argument_list )call )argument_list )call )raise_statement )block )else_clause )if_statement )block )function_definition )module
Is a text extractor available for the specified extension?
(module (function_definition (function_name_set_of_vars) function_name_set_of_vars (parameters (identifier_arg_plot) identifier_arg_plot )parameters (block (return_statement (call (identifier_set) identifier_set (generator_expression (identifier_var) identifier_var (for_in_clause (identifier_var) identifier_var (call (attribute (identifier_arg_plot) identifier_arg_plot (identifier_split) identifier_split )attribute (argument_list (string_',') string_',' )argument_list )call )for_in_clause (if_clause (comparison_operator (identifier_var) identifier_var (attribute (identifier_phyvars) identifier_phyvars (identifier_PLATES) identifier_PLATES )attribute )comparison_operator )if_clause )generator_expression )call )return_statement )block )function_definition )module
Build set of needed variables. Args: arg_plot (str): string with variable names separated with ``,``. Returns: set of str: set of variables.
(module (function_definition (function_name_match_gpus) function_name_match_gpus (parameters (identifier_available_devices) identifier_available_devices (identifier_requirements) identifier_requirements )parameters (block (if_statement (not_operator (identifier_requirements) identifier_requirements )not_operator (block (return_statement (list )list )return_statement )block )if_statement (if_statement (not_operator (identifier_available_devices) identifier_available_devices )not_operator (block (raise_statement (call (identifier_InsufficientGPUError) identifier_InsufficientGPUError (argument_list (call (attribute (string_"No GPU devices available, but {} devices required.") string_"No GPU devices available, but {} devices required." (identifier_format) identifier_format )attribute (argument_list (call (identifier_len) identifier_len (argument_list (identifier_requirements) identifier_requirements )argument_list )call )argument_list )call )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_available_devices) identifier_available_devices (call (attribute (identifier_available_devices) identifier_available_devices (identifier_copy) identifier_copy )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_used_devices) identifier_used_devices (list )list )assignment )expression_statement (for_statement (identifier_req) identifier_req (identifier_requirements) identifier_requirements (block (expression_statement (assignment (identifier_dev) identifier_dev (call (identifier_search_device) identifier_search_device (argument_list (identifier_req) identifier_req (identifier_available_devices) identifier_available_devices )argument_list )call )assignment )expression_statement (if_statement (identifier_dev) identifier_dev (block (expression_statement (call (attribute (identifier_used_devices) identifier_used_devices (identifier_append) identifier_append )attribute (argument_list (identifier_dev) identifier_dev )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_available_devices) identifier_available_devices (identifier_remove) identifier_remove )attribute (argument_list (identifier_dev) identifier_dev )argument_list )call )expression_statement )block (else_clause (block (raise_statement (call (identifier_InsufficientGPUError) identifier_InsufficientGPUError (argument_list (string_"Not all GPU requirements could be fulfilled.") string_"Not all GPU requirements could be fulfilled." )argument_list )call )raise_statement )block )else_clause )if_statement )block )for_statement (return_statement (identifier_used_devices) identifier_used_devices )return_statement )block )function_definition )module
Determines sufficient GPUs for the given requirements and returns a list of GPUDevices. If there aren't sufficient GPUs a InsufficientGPUException is thrown. :param available_devices: A list of GPUDevices :param requirements: A list of GPURequirements :return: A list of sufficient devices
(module (function_definition (function_name_viewport_to_screen_space) function_name_viewport_to_screen_space (parameters (typed_parameter (identifier_framebuffer_size) identifier_framebuffer_size (type (identifier_vec2) identifier_vec2 )type )typed_parameter (typed_parameter (identifier_point) identifier_point (type (identifier_vec4) identifier_vec4 )type )typed_parameter )parameters (type (identifier_vec2) identifier_vec2 )type (block (return_statement (binary_operator (parenthesized_expression (binary_operator (identifier_framebuffer_size) identifier_framebuffer_size (attribute (identifier_point) identifier_point (identifier_xy) identifier_xy )attribute )binary_operator )parenthesized_expression (attribute (identifier_point) identifier_point (identifier_w) identifier_w )attribute )binary_operator )return_statement )block )function_definition )module
Transform point in viewport space to screen space.
(module (function_definition (function_name_ols_covariance) function_name_ols_covariance (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_Y) identifier_Y (call (attribute (identifier_np) identifier_np (identifier_array) identifier_array )attribute (argument_list (list_comprehension (subscript (identifier_reg) identifier_reg (slice (attribute (identifier_self) identifier_self (identifier_lags) identifier_lags )attribute (colon) colon (subscript (attribute (identifier_reg) identifier_reg (identifier_shape) identifier_shape )attribute (integer_0) integer_0 )subscript )slice )subscript (for_in_clause (identifier_reg) identifier_reg (attribute (identifier_self) identifier_self (identifier_data) identifier_data )attribute )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (return_statement (binary_operator (parenthesized_expression (binary_operator (float_1.0) float_1.0 (parenthesized_expression (subscript (attribute (subscript (identifier_Y) identifier_Y (integer_0) integer_0 )subscript (identifier_shape) identifier_shape )attribute (integer_0) integer_0 )subscript )parenthesized_expression )binary_operator )parenthesized_expression (call (attribute (identifier_np) identifier_np (identifier_dot) identifier_dot )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_residuals) identifier_residuals )attribute (argument_list (identifier_Y) identifier_Y )argument_list )call (call (attribute (identifier_np) identifier_np (identifier_transpose) identifier_transpose )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_residuals) identifier_residuals )attribute (argument_list (identifier_Y) identifier_Y )argument_list )call )argument_list )call )argument_list )call )binary_operator )return_statement )block )function_definition )module
Creates OLS estimate of the covariance matrix Returns ---------- The OLS estimate of the covariance matrix
(module (function_definition (function_name_load_device) function_name_load_device (parameters (identifier_self) identifier_self (default_parameter (identifier_serial) identifier_serial (None) None )default_parameter )parameters (block (expression_statement (assignment (identifier_serials) identifier_serials (call (attribute (identifier_android_device) identifier_android_device (identifier_list_adb_devices) identifier_list_adb_devices )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_serials) identifier_serials )not_operator (block (raise_statement (call (identifier_Error) identifier_Error (argument_list (string_'No adb device found!') string_'No adb device found!' )argument_list )call )raise_statement )block )if_statement (if_statement (not_operator (identifier_serial) identifier_serial )not_operator (block (expression_statement (assignment (identifier_env_serial) identifier_env_serial (call (attribute (attribute (identifier_os) identifier_os (identifier_environ) identifier_environ )attribute (identifier_get) identifier_get )attribute (argument_list (string_'ANDROID_SERIAL') string_'ANDROID_SERIAL' (None) None )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_env_serial) identifier_env_serial (None) None )comparison_operator (block (expression_statement (assignment (identifier_serial) identifier_serial (identifier_env_serial) identifier_env_serial )assignment )expression_statement )block (elif_clause (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_serials) identifier_serials )argument_list )call (integer_1) integer_1 )comparison_operator (block (expression_statement (assignment (identifier_serial) identifier_serial (subscript (identifier_serials) identifier_serials (integer_0) integer_0 )subscript )assignment )expression_statement )block )elif_clause (else_clause (block (raise_statement (call (identifier_Error) identifier_Error (argument_list (binary_operator (concatenated_string (string_'Expected one phone, but %d found. Use the -s flag or ') string_'Expected one phone, but %d found. Use the -s flag or ' (string_'specify ANDROID_SERIAL.') string_'specify ANDROID_SERIAL.' )concatenated_string (call (identifier_len) identifier_len (argument_list (identifier_serials) identifier_serials )argument_list )call )binary_operator )argument_list )call )raise_statement )block )else_clause )if_statement )block )if_statement (if_statement (comparison_operator (identifier_serial) identifier_serial (identifier_serials) identifier_serials )comparison_operator (block (raise_statement (call (identifier_Error) identifier_Error (argument_list (binary_operator (string_'Device "%s" is not found by adb.') string_'Device "%s" is not found by adb.' (identifier_serial) identifier_serial )binary_operator )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_ads) identifier_ads (call (attribute (identifier_android_device) identifier_android_device (identifier_get_instances) identifier_get_instances )attribute (argument_list (list (identifier_serial) identifier_serial )list )argument_list )call )assignment )expression_statement (assert_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_ads) identifier_ads )argument_list )call (integer_1) integer_1 )comparison_operator )assert_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier__ad) identifier__ad )attribute (subscript (identifier_ads) identifier_ads (integer_0) integer_0 )subscript )assignment )expression_statement )block )function_definition )module
Creates an AndroidDevice for the given serial number. If no serial is given, it will read from the ANDROID_SERIAL environmental variable. If the environmental variable is not set, then it will read from 'adb devices' if there is only one.
(module (function_definition (function_name_exists) function_name_exists (parameters (identifier_self) identifier_self (identifier_obj_id) identifier_obj_id (default_parameter (identifier_obj_type) identifier_obj_type (None) None )default_parameter )parameters (block (return_statement (comparison_operator (call (attribute (identifier_self) identifier_self (identifier_object_key) identifier_object_key )attribute (argument_list (identifier_obj_id) identifier_obj_id (identifier_obj_type) identifier_obj_type )argument_list )call (attribute (identifier_self) identifier_self (identifier__data) identifier__data )attribute )comparison_operator )return_statement )block )function_definition )module
Return whether the given object exists in the search index. :param obj_id: The object's unique identifier. :param obj_type: The object's type.
(module (function_definition (function_name_return_real_id) function_name_return_real_id (parameters (identifier_self) identifier_self )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier__prepopulated) identifier__prepopulated )attribute (False) False )comparison_operator (block (raise_statement (call (attribute (identifier_errors) identifier_errors (identifier_EmptyDatabase) identifier_EmptyDatabase )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_dbpath) identifier_dbpath )attribute )argument_list )call )raise_statement )block (else_clause (block (return_statement (call (identifier_return_real_id_base) identifier_return_real_id_base (argument_list (attribute (identifier_self) identifier_self (identifier_dbpath) identifier_dbpath )attribute (attribute (identifier_self) identifier_self (identifier__set_object) identifier__set_object )attribute )argument_list )call )return_statement )block )else_clause )if_statement )block )function_definition )module
Returns a list of real_id's Parameters ---------- Returns ------- A list of real_id values for the dataset (a real_id is the filename minus the suffix and prefix)
(module (function_definition (function_name_set_unobserved_before) function_name_set_unobserved_before (parameters (identifier_self) identifier_self (identifier_tlen) identifier_tlen (identifier_qlen) identifier_qlen (identifier_nt) identifier_nt (identifier_p) identifier_p )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__unobservable) identifier__unobservable )attribute (identifier_set_before) identifier_set_before )attribute (argument_list (identifier_tlen) identifier_tlen (identifier_qlen) identifier_qlen (identifier_nt) identifier_nt (identifier_p) identifier_p )argument_list )call )expression_statement )block )function_definition )module
Set the unobservable sequence data before this base :param tlen: target homopolymer length :param qlen: query homopolymer length :param nt: nucleotide :param p: p is the probability of attributing this base to the unobserved error :type tlen: int :type qlen: int :type nt: char :type p: float
(module (function_definition (function_name_model_deleted) function_name_model_deleted (parameters (identifier_sender) identifier_sender (identifier_instance) identifier_instance (identifier_using) identifier_using (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_opts) identifier_opts (call (identifier_get_opts) identifier_get_opts (argument_list (identifier_instance) identifier_instance )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_model) identifier_model (call (attribute (string_'.') string_'.' (identifier_join) identifier_join )attribute (argument_list (list (attribute (identifier_opts) identifier_opts (identifier_app_label) identifier_app_label )attribute (attribute (identifier_opts) identifier_opts (identifier_object_name) identifier_object_name )attribute )list )argument_list )call )assignment )expression_statement (expression_statement (call (identifier_distill_model_event) identifier_distill_model_event (argument_list (identifier_instance) identifier_instance (identifier_model) identifier_model (string_'deleted') string_'deleted' )argument_list )call )expression_statement )block )function_definition )module
Automatically triggers "deleted" actions.
(module (function_definition (function_name_Sign) function_name_Sign (parameters (identifier_verifiable) identifier_verifiable (identifier_keypair) identifier_keypair )parameters (block (expression_statement (assignment (identifier_prikey) identifier_prikey (call (identifier_bytes) identifier_bytes (argument_list (attribute (identifier_keypair) identifier_keypair (identifier_PrivateKey) identifier_PrivateKey )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_hashdata) identifier_hashdata (call (attribute (identifier_verifiable) identifier_verifiable (identifier_GetHashData) identifier_GetHashData )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_res) identifier_res (call (attribute (call (attribute (identifier_Crypto) identifier_Crypto (identifier_Default) identifier_Default )attribute (argument_list )argument_list )call (identifier_Sign) identifier_Sign )attribute (argument_list (identifier_hashdata) identifier_hashdata (identifier_prikey) identifier_prikey )argument_list )call )assignment )expression_statement (return_statement (identifier_res) identifier_res )return_statement )block )function_definition )module
Sign the `verifiable` object with the private key from `keypair`. Args: verifiable: keypair (neocore.KeyPair): Returns: bool: True if successfully signed. False otherwise.
(module (function_definition (function_name_load_vint) function_name_load_vint (parameters (identifier_buf) identifier_buf (identifier_pos) identifier_pos )parameters (block (expression_statement (assignment (identifier_limit) identifier_limit (call (identifier_min) identifier_min (argument_list (binary_operator (identifier_pos) identifier_pos (integer_11) integer_11 )binary_operator (call (identifier_len) identifier_len (argument_list (identifier_buf) identifier_buf )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_res) identifier_res (assignment (identifier_ofs) identifier_ofs (integer_0) integer_0 )assignment )assignment )expression_statement (while_statement (comparison_operator (identifier_pos) identifier_pos (identifier_limit) identifier_limit )comparison_operator (block (expression_statement (assignment (identifier_b) identifier_b (call (identifier__byte_code) identifier__byte_code (argument_list (subscript (identifier_buf) identifier_buf (identifier_pos) identifier_pos )subscript )argument_list )call )assignment )expression_statement (expression_statement (augmented_assignment (identifier_res) identifier_res (parenthesized_expression (binary_operator (parenthesized_expression (binary_operator (identifier_b) identifier_b (integer_0x7F) integer_0x7F )binary_operator )parenthesized_expression (identifier_ofs) identifier_ofs )binary_operator )parenthesized_expression )augmented_assignment )expression_statement (expression_statement (augmented_assignment (identifier_pos) identifier_pos (integer_1) integer_1 )augmented_assignment )expression_statement (expression_statement (augmented_assignment (identifier_ofs) identifier_ofs (integer_7) integer_7 )augmented_assignment )expression_statement (if_statement (comparison_operator (identifier_b) identifier_b (integer_0x80) integer_0x80 )comparison_operator (block (return_statement (expression_list (identifier_res) identifier_res (identifier_pos) identifier_pos )expression_list )return_statement )block )if_statement )block )while_statement (raise_statement (call (identifier_BadRarFile) identifier_BadRarFile (argument_list (string_'cannot load vint') string_'cannot load vint' )argument_list )call )raise_statement )block )function_definition )module
Load variable-size int.
(module (function_definition (function_name_run) function_name_run (parameters (identifier_categories) identifier_categories (identifier_param_file) identifier_param_file (identifier_project_dir) identifier_project_dir (identifier_plugin) identifier_plugin (identifier_target) identifier_target (identifier_status_update_interval) identifier_status_update_interval )parameters (block (return_statement (call (identifier__run) identifier__run (argument_list (identifier_categories) identifier_categories (identifier_param_file) identifier_param_file (identifier_project_dir) identifier_project_dir (identifier_plugin) identifier_plugin (identifier_target) identifier_target (identifier_status_update_interval) identifier_status_update_interval )argument_list )call )return_statement )block )function_definition )module
Generate code for this project and run it
(module (function_definition (function_name_query) function_name_query (parameters (identifier_cls) identifier_cls (list_splat_pattern (identifier_criteria) identifier_criteria )list_splat_pattern (dictionary_splat_pattern (identifier_filters) identifier_filters )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_query) identifier_query (call (attribute (call (attribute (attribute (attribute (identifier_cls) identifier_cls (identifier_dbmodel) identifier_dbmodel )attribute (identifier_query) identifier_query )attribute (identifier_filter) identifier_filter )attribute (argument_list (list_splat (identifier_criteria) identifier_criteria )list_splat )argument_list )call (identifier_filter_by) identifier_filter_by )attribute (argument_list (dictionary_splat (identifier_filters) identifier_filters )dictionary_splat )argument_list )call )assignment )expression_statement (return_statement (list_comprehension (call (identifier_cls) identifier_cls (argument_list (identifier_obj) identifier_obj )argument_list )call (for_in_clause (identifier_obj) identifier_obj (call (attribute (identifier_query) identifier_query (identifier_all) identifier_all )attribute (argument_list )argument_list )call )for_in_clause )list_comprehension )return_statement )block )function_definition )module
Wrap sqlalchemy query methods. A wrapper for the filter and filter_by functions of sqlalchemy. Define a dict with which columns should be filtered by which values. .. codeblock:: python WorkflowObject.query(id=123) WorkflowObject.query(status=ObjectStatus.COMPLETED) The function supports also "hybrid" arguments using WorkflowObjectModel indirectly. .. codeblock:: python WorkflowObject.query( WorkflowObject.dbmodel.status == ObjectStatus.COMPLETED, user_id=user_id ) See also SQLAlchemy BaseQuery's filter and filter_by documentation.
(module (function_definition (function_name_allan_variance) function_name_allan_variance (parameters (identifier_data) identifier_data (identifier_dt) identifier_dt (default_parameter (identifier_tmax) identifier_tmax (integer_10) integer_10 )default_parameter )parameters (block (expression_statement (assignment (identifier_allanvar) identifier_allanvar (list )list )assignment )expression_statement (expression_statement (assignment (identifier_nmax) identifier_nmax (conditional_expression (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call (binary_operator (identifier_tmax) identifier_tmax (identifier_dt) identifier_dt )binary_operator )comparison_operator (call (identifier_int) identifier_int (argument_list (binary_operator (identifier_tmax) identifier_tmax (identifier_dt) identifier_dt )binary_operator )argument_list )call )conditional_expression )assignment )expression_statement (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (integer_1) integer_1 (binary_operator (identifier_nmax) identifier_nmax (integer_1) integer_1 )binary_operator )argument_list )call (block (expression_statement (assignment (identifier_databis) identifier_databis (subscript (identifier_data) identifier_data (slice (binary_operator (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call (identifier_i) identifier_i )binary_operator (colon) colon )slice )subscript )assignment )expression_statement (expression_statement (assignment (identifier_y) identifier_y (call (attribute (call (attribute (identifier_databis) identifier_databis (identifier_reshape) identifier_reshape )attribute (argument_list (binary_operator (call (identifier_len) identifier_len (argument_list (identifier_data) identifier_data )argument_list )call (identifier_i) identifier_i )binary_operator (identifier_i) identifier_i )argument_list )call (identifier_mean) identifier_mean )attribute (argument_list (keyword_argument (identifier_axis) identifier_axis (integer_1) integer_1 )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_allanvar) identifier_allanvar (identifier_append) identifier_append )attribute (argument_list (binary_operator (call (attribute (parenthesized_expression (binary_operator (parenthesized_expression (binary_operator (subscript (identifier_y) identifier_y (slice (integer_1) integer_1 (colon) colon )slice )subscript (subscript (identifier_y) identifier_y (slice (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )binary_operator )parenthesized_expression (integer_2) integer_2 )binary_operator )parenthesized_expression (identifier_mean) identifier_mean )attribute (argument_list )argument_list )call (integer_2) integer_2 )binary_operator )argument_list )call )expression_statement )block )for_statement (return_statement (expression_list (binary_operator (identifier_dt) identifier_dt (call (attribute (identifier_np) identifier_np (identifier_arange) identifier_arange )attribute (argument_list (integer_1) integer_1 (binary_operator (identifier_nmax) identifier_nmax (integer_1) integer_1 )binary_operator )argument_list )call )binary_operator (call (attribute (identifier_np) identifier_np (identifier_array) identifier_array )attribute (argument_list (identifier_allanvar) identifier_allanvar )argument_list )call )expression_list )return_statement )block )function_definition )module
Calculate Allan variance. Args: data (np.ndarray): Input data. dt (float): Time between each data. tmax (float): Maximum time. Returns: vk (np.ndarray): Frequency. allanvar (np.ndarray): Allan variance.
(module (function_definition (function_name_to_type_with_default) function_name_to_type_with_default (parameters (identifier_value_type) identifier_value_type (identifier_value) identifier_value (identifier_default_value) identifier_default_value )parameters (block (expression_statement (assignment (identifier_result) identifier_result (call (attribute (identifier_TypeConverter) identifier_TypeConverter (identifier_to_nullable_type) identifier_to_nullable_type )attribute (argument_list (identifier_value_type) identifier_value_type (identifier_value) identifier_value )argument_list )call )assignment )expression_statement (return_statement (conditional_expression (identifier_result) identifier_result (comparison_operator (identifier_result) identifier_result (None) None )comparison_operator (identifier_default_value) identifier_default_value )conditional_expression )return_statement )block )function_definition )module
Converts value into an object type specified by Type Code or returns default value when conversion is not possible. :param value_type: the TypeCode for the data type into which 'value' is to be converted. :param value: the value to convert. :param default_value: the default value to return if conversion is not possible (returns None). :return: object value of type corresponding to TypeCode, or default value when conversion is not supported.
(module (function_definition (function_name_zSaveFile) function_name_zSaveFile (parameters (identifier_self) identifier_self (identifier_fileName) identifier_fileName )parameters (block (expression_statement (assignment (identifier_cmd) identifier_cmd (call (attribute (string_"SaveFile,{}") string_"SaveFile,{}" (identifier_format) identifier_format )attribute (argument_list (identifier_fileName) identifier_fileName )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_reply) identifier_reply (call (attribute (identifier_self) identifier_self (identifier__sendDDEcommand) identifier__sendDDEcommand )attribute (argument_list (identifier_cmd) identifier_cmd )argument_list )call )assignment )expression_statement (return_statement (call (identifier_int) identifier_int (argument_list (call (identifier_float) identifier_float (argument_list (call (attribute (identifier_reply) identifier_reply (identifier_rstrip) identifier_rstrip )attribute (argument_list )argument_list )call )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Saves the lens currently loaded in the server to a Zemax file
(module (function_definition (function_name_expect_dimensions) function_name_expect_dimensions (parameters (default_parameter (identifier___funcname) identifier___funcname (identifier__qualified_name) identifier__qualified_name )default_parameter (dictionary_splat_pattern (identifier_dimensions) identifier_dimensions )dictionary_splat_pattern )parameters (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier___funcname) identifier___funcname (identifier_str) identifier_str )argument_list )call (block (function_definition (function_name_get_funcname) function_name_get_funcname (parameters (identifier__) identifier__ )parameters (block (return_statement (identifier___funcname) identifier___funcname )return_statement )block )function_definition )block (else_clause (block (expression_statement (assignment (identifier_get_funcname) identifier_get_funcname (identifier___funcname) identifier___funcname )assignment )expression_statement )block )else_clause )if_statement (function_definition (function_name__expect_dimension) function_name__expect_dimension (parameters (identifier_expected_ndim) identifier_expected_ndim )parameters (block (function_definition (function_name__check) function_name__check (parameters (identifier_func) identifier_func (identifier_argname) identifier_argname (identifier_argvalue) identifier_argvalue )parameters (block (expression_statement (assignment (identifier_actual_ndim) identifier_actual_ndim (attribute (identifier_argvalue) identifier_argvalue (identifier_ndim) identifier_ndim )attribute )assignment )expression_statement (if_statement (comparison_operator (identifier_actual_ndim) identifier_actual_ndim (identifier_expected_ndim) identifier_expected_ndim )comparison_operator (block (if_statement (comparison_operator (identifier_actual_ndim) identifier_actual_ndim (integer_0) integer_0 )comparison_operator (block (expression_statement (assignment (identifier_actual_repr) identifier_actual_repr (string_'scalar') string_'scalar' )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_actual_repr) identifier_actual_repr (binary_operator (string_"%d-D array") string_"%d-D array" (identifier_actual_ndim) identifier_actual_ndim )binary_operator )assignment )expression_statement )block )else_clause )if_statement (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (call (attribute (concatenated_string (string_"{func}() expected a {expected:d}-D array") string_"{func}() expected a {expected:d}-D array" (string_" for argument {argname!r}, but got a {actual}") string_" for argument {argname!r}, but got a {actual}" (string_" instead.") string_" instead." )concatenated_string (identifier_format) identifier_format )attribute (argument_list (keyword_argument (identifier_func) identifier_func (call (identifier_get_funcname) identifier_get_funcname (argument_list (identifier_func) identifier_func )argument_list )call )keyword_argument (keyword_argument (identifier_expected) identifier_expected (identifier_expected_ndim) identifier_expected_ndim )keyword_argument (keyword_argument (identifier_argname) identifier_argname (identifier_argname) identifier_argname )keyword_argument (keyword_argument (identifier_actual) identifier_actual (identifier_actual_repr) identifier_actual_repr )keyword_argument )argument_list )call )argument_list )call )raise_statement )block )if_statement (return_statement (identifier_argvalue) identifier_argvalue )return_statement )block )function_definition (return_statement (identifier__check) identifier__check )return_statement )block )function_definition (return_statement (call (identifier_preprocess) identifier_preprocess (argument_list (dictionary_splat (call (identifier_valmap) identifier_valmap (argument_list (identifier__expect_dimension) identifier__expect_dimension (identifier_dimensions) identifier_dimensions )argument_list )call )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
Preprocessing decorator that verifies inputs are numpy arrays with a specific dimensionality. Examples -------- >>> from numpy import array >>> @expect_dimensions(x=1, y=2) ... def foo(x, y): ... return x[0] + y[0, 0] ... >>> foo(array([1, 1]), array([[1, 1], [2, 2]])) 2 >>> foo(array([1, 1]), array([1, 1])) # doctest: +NORMALIZE_WHITESPACE ... # doctest: +ELLIPSIS Traceback (most recent call last): ... ValueError: ...foo() expected a 2-D array for argument 'y', but got a 1-D array instead.