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(module (function_definition (function_name_find_sdk_dir) function_name_find_sdk_dir (parameters (identifier_self) identifier_self )parameters (block (if_statement (not_operator (attribute (attribute (identifier_SCons) identifier_SCons (identifier_Util) identifier_Util )attribute (identifier_can_read_reg) identifier_can_read_reg )attribute )not_operator (block (expression_statement (call (identifier_debug) identifier_debug (argument_list (string_'find_sdk_dir(): can not read registry') string_'find_sdk_dir(): can not read registry' )argument_list )call )expression_statement (return_statement (None) None )return_statement )block )if_statement (expression_statement (assignment (identifier_hkey) identifier_hkey (binary_operator (attribute (identifier_self) identifier_self (identifier_HKEY_FMT) identifier_HKEY_FMT )attribute (attribute (identifier_self) identifier_self (identifier_hkey_data) identifier_hkey_data )attribute )binary_operator )assignment )expression_statement (expression_statement (call (identifier_debug) identifier_debug (argument_list (call (attribute (string_'find_sdk_dir(): checking registry:{}') string_'find_sdk_dir(): checking registry:{}' (identifier_format) identifier_format )attribute (argument_list (identifier_hkey) identifier_hkey )argument_list )call )argument_list )call )expression_statement (try_statement (block (expression_statement (assignment (identifier_sdk_dir) identifier_sdk_dir (call (attribute (identifier_common) identifier_common (identifier_read_reg) identifier_read_reg )attribute (argument_list (identifier_hkey) identifier_hkey )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (attribute (attribute (identifier_SCons) identifier_SCons (identifier_Util) identifier_Util )attribute (identifier_WinError) identifier_WinError )attribute (as_pattern_target (identifier_e) identifier_e )as_pattern_target )as_pattern (block (expression_statement (call (identifier_debug) identifier_debug (argument_list (call (attribute (string_'find_sdk_dir(): no SDK registry key {}') string_'find_sdk_dir(): no SDK registry key {}' (identifier_format) identifier_format )attribute (argument_list (call (identifier_repr) identifier_repr (argument_list (identifier_hkey) identifier_hkey )argument_list )call )argument_list )call )argument_list )call )expression_statement (return_statement (None) None )return_statement )block )except_clause )try_statement (expression_statement (call (identifier_debug) identifier_debug (argument_list (call (attribute (string_'find_sdk_dir(): Trying SDK Dir: {}') string_'find_sdk_dir(): Trying SDK Dir: {}' (identifier_format) identifier_format )attribute (argument_list (identifier_sdk_dir) identifier_sdk_dir )argument_list )call )argument_list )call )expression_statement (if_statement (not_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_sdk_dir) identifier_sdk_dir )argument_list )call )not_operator (block (expression_statement (call (identifier_debug) identifier_debug (argument_list (call (attribute (string_'find_sdk_dir(): {} not on file system') string_'find_sdk_dir(): {} not on file system' (identifier_format) identifier_format )attribute (argument_list (identifier_sdk_dir) identifier_sdk_dir )argument_list )call )argument_list )call )expression_statement (return_statement (None) None )return_statement )block )if_statement (expression_statement (assignment (identifier_ftc) identifier_ftc (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_sdk_dir) identifier_sdk_dir (attribute (identifier_self) identifier_self (identifier_sanity_check_file) identifier_sanity_check_file )attribute )argument_list )call )assignment )expression_statement (if_statement (not_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_exists) identifier_exists )attribute (argument_list (identifier_ftc) identifier_ftc )argument_list )call )not_operator (block (expression_statement (call (identifier_debug) identifier_debug (argument_list (call (attribute (string_"find_sdk_dir(): sanity check {} not found") string_"find_sdk_dir(): sanity check {} not found" (identifier_format) identifier_format )attribute (argument_list (identifier_ftc) identifier_ftc )argument_list )call )argument_list )call )expression_statement (return_statement (None) None )return_statement )block )if_statement (return_statement (identifier_sdk_dir) identifier_sdk_dir )return_statement )block )function_definition )module
Try to find the MS SDK from the registry. Return None if failed or the directory does not exist.
(module (function_definition (function_name__eta_from_phi) function_name__eta_from_phi (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_eta) identifier_eta )attribute (call (attribute (identifier_scipy) identifier_scipy (identifier_ndarray) identifier_ndarray )attribute (argument_list (binary_operator (identifier_N_NT) identifier_N_NT (integer_1) integer_1 )binary_operator (keyword_argument (identifier_dtype) identifier_dtype (string_'float') string_'float' )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_etaprod) identifier_etaprod (float_1.0) float_1.0 )assignment )expression_statement (for_statement (identifier_w) identifier_w (call (identifier_range) identifier_range (argument_list (binary_operator (identifier_N_NT) identifier_N_NT (integer_1) integer_1 )binary_operator )argument_list )call (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_eta) identifier_eta )attribute (identifier_w) identifier_w )subscript (binary_operator (float_1.0) float_1.0 (binary_operator (subscript (attribute (identifier_self) identifier_self (identifier_phi) identifier_phi )attribute (identifier_w) identifier_w )subscript (identifier_etaprod) identifier_etaprod )binary_operator )binary_operator )assignment )expression_statement (expression_statement (augmented_assignment (identifier_etaprod) identifier_etaprod (subscript (attribute (identifier_self) identifier_self (identifier_eta) identifier_eta )attribute (identifier_w) identifier_w )subscript )augmented_assignment )expression_statement )block )for_statement (expression_statement (call (identifier__checkParam) identifier__checkParam (argument_list (string_'eta') string_'eta' (attribute (identifier_self) identifier_self (identifier_eta) identifier_eta )attribute (attribute (identifier_self) identifier_self (identifier_PARAMLIMITS) identifier_PARAMLIMITS )attribute (attribute (identifier_self) identifier_self (identifier_PARAMTYPES) identifier_PARAMTYPES )attribute )argument_list )call )expression_statement )block )function_definition )module
Update `eta` using current `phi`.
(module (function_definition (function_name_data_from_bytes) function_name_data_from_bytes (parameters (identifier_self) identifier_self (identifier_byte_representation) identifier_byte_representation )parameters (block (expression_statement (assignment (identifier_text) identifier_text (call (attribute (identifier_byte_representation) identifier_byte_representation (identifier_decode) identifier_decode )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_encoding) identifier_encoding )attribute )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier_data_from_string) identifier_data_from_string )attribute (argument_list (identifier_text) identifier_text )argument_list )call )return_statement )block )function_definition )module
Converts the given bytes representation to resource data.
(module (function_definition (function_name__resolve_atomtypes) function_name__resolve_atomtypes (parameters (identifier_topology) identifier_topology )parameters (block (for_statement (identifier_atom) identifier_atom (call (attribute (identifier_topology) identifier_topology (identifier_atoms) identifier_atoms )attribute (argument_list )argument_list )call (block (expression_statement (assignment (identifier_atomtype) identifier_atomtype (list_comprehension (identifier_rule_name) identifier_rule_name (for_in_clause (identifier_rule_name) identifier_rule_name (binary_operator (attribute (identifier_atom) identifier_atom (identifier_whitelist) identifier_whitelist )attribute (attribute (identifier_atom) identifier_atom (identifier_blacklist) identifier_blacklist )attribute )binary_operator )for_in_clause )list_comprehension )assignment )expression_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_atomtype) identifier_atomtype )argument_list )call (integer_1) integer_1 )comparison_operator (block (expression_statement (assignment (attribute (identifier_atom) identifier_atom (identifier_id) identifier_id )attribute (subscript (identifier_atomtype) identifier_atomtype (integer_0) integer_0 )subscript )assignment )expression_statement )block (elif_clause (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_atomtype) identifier_atomtype )argument_list )call (integer_1) integer_1 )comparison_operator (block (raise_statement (call (identifier_FoyerError) identifier_FoyerError (argument_list (call (attribute (string_"Found multiple types for atom {} ({}): {}.") string_"Found multiple types for atom {} ({}): {}." (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_atom) identifier_atom (identifier_index) identifier_index )attribute (attribute (attribute (identifier_atom) identifier_atom (identifier_element) identifier_element )attribute (identifier_name) identifier_name )attribute (identifier_atomtype) identifier_atomtype )argument_list )call )argument_list )call )raise_statement )block )elif_clause (else_clause (block (raise_statement (call (identifier_FoyerError) identifier_FoyerError (argument_list (call (attribute (string_"Found no types for atom {} ({}).") string_"Found no types for atom {} ({})." (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_atom) identifier_atom (identifier_index) identifier_index )attribute (attribute (attribute (identifier_atom) identifier_atom (identifier_element) identifier_element )attribute (identifier_name) identifier_name )attribute )argument_list )call )argument_list )call )raise_statement )block )else_clause )if_statement )block )for_statement )block )function_definition )module
Determine the final atomtypes from the white- and blacklists.
(module (function_definition (function_name_pop) function_name_pop (parameters (identifier_self) identifier_self (default_parameter (identifier_key) identifier_key (identifier___marker) identifier___marker )default_parameter (default_parameter (identifier_default) identifier_default (identifier___marker) identifier___marker )default_parameter )parameters (block (expression_statement (assignment (identifier_heap) identifier_heap (attribute (identifier_self) identifier_self (identifier__heap) identifier__heap )attribute )assignment )expression_statement (expression_statement (assignment (identifier_position) identifier_position (attribute (identifier_self) identifier_self (identifier__position) identifier__position )attribute )assignment )expression_statement (if_statement (comparison_operator (identifier_key) identifier_key (attribute (identifier_self) identifier_self (identifier___marker) identifier___marker )attribute )comparison_operator (block (if_statement (not_operator (identifier_heap) identifier_heap )not_operator (block (raise_statement (call (identifier_KeyError) identifier_KeyError (argument_list (string_'pqdict is empty') string_'pqdict is empty' )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_key) identifier_key (attribute (subscript (identifier_heap) identifier_heap (integer_0) integer_0 )subscript (identifier_key) identifier_key )attribute )assignment )expression_statement (delete_statement (subscript (identifier_self) identifier_self (identifier_key) identifier_key )subscript )delete_statement (return_statement (identifier_key) identifier_key )return_statement )block )if_statement (try_statement (block (expression_statement (assignment (identifier_pos) identifier_pos (call (attribute (identifier_position) identifier_position (identifier_pop) identifier_pop )attribute (argument_list (identifier_key) identifier_key )argument_list )call )assignment )expression_statement )block (except_clause (identifier_KeyError) identifier_KeyError (block (if_statement (comparison_operator (identifier_default) identifier_default (attribute (identifier_self) identifier_self (identifier___marker) identifier___marker )attribute )comparison_operator (block (raise_statement )raise_statement )block )if_statement (return_statement (identifier_default) identifier_default )return_statement )block )except_clause (else_clause (block (expression_statement (assignment (identifier_node_to_delete) identifier_node_to_delete (subscript (identifier_heap) identifier_heap (identifier_pos) identifier_pos )subscript )assignment )expression_statement (expression_statement (assignment (identifier_end) identifier_end (call (attribute (identifier_heap) identifier_heap (identifier_pop) identifier_pop )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_end) identifier_end (identifier_node_to_delete) identifier_node_to_delete )comparison_operator (block (expression_statement (assignment (subscript (identifier_heap) identifier_heap (identifier_pos) identifier_pos )subscript (identifier_end) identifier_end )assignment )expression_statement (expression_statement (assignment (subscript (identifier_position) identifier_position (attribute (identifier_end) identifier_end (identifier_key) identifier_key )attribute )subscript (identifier_pos) identifier_pos )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier__reheapify) identifier__reheapify )attribute (argument_list (identifier_pos) identifier_pos )argument_list )call )expression_statement )block )if_statement (expression_statement (assignment (identifier_value) identifier_value (attribute (identifier_node_to_delete) identifier_node_to_delete (identifier_value) identifier_value )attribute )assignment )expression_statement (delete_statement (identifier_node_to_delete) identifier_node_to_delete )delete_statement (return_statement (identifier_value) identifier_value )return_statement )block )else_clause )try_statement )block )function_definition )module
If ``key`` is in the pqdict, remove it and return its priority value, else return ``default``. If ``default`` is not provided and ``key`` is not in the pqdict, raise a ``KeyError``. If ``key`` is not provided, remove the top item and return its key, or raise ``KeyError`` if the pqdict is empty.
(module (function_definition (function_name_post_collection) function_name_post_collection (parameters (identifier_self) identifier_self (identifier_collection) identifier_collection (identifier_body) identifier_body )parameters (block (assert_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_body) identifier_body (parenthesized_expression (identifier_list) identifier_list )parenthesized_expression )argument_list )call (string_"POST requires body to be a list") string_"POST requires body to be a list" )assert_statement (assert_statement (call (attribute (identifier_collection) identifier_collection (identifier_startswith) identifier_startswith )attribute (argument_list (string_'/') string_'/' )argument_list )call (string_"Collections must start with /") string_"Collections must start with /" )assert_statement (expression_statement (assignment (identifier_uri) identifier_uri (binary_operator (binary_operator (attribute (identifier_self) identifier_self (identifier_uri) identifier_uri )attribute (string_'/v1') string_'/v1' )binary_operator (identifier_collection) identifier_collection )binary_operator )assignment )expression_statement (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_service) identifier_service )attribute (identifier__post) identifier__post )attribute (argument_list (identifier_uri) identifier_uri (identifier_body) identifier_body )argument_list )call )return_statement )block )function_definition )module
Creates a new collection. This is mostly just transport layer and passes collection and body along. It presumes the body already has generated. The collection is *not* expected to have the id.
(module (function_definition (function_name_init_vagrant) function_name_init_vagrant (parameters (identifier_self) identifier_self (identifier_vagrant_file) identifier_vagrant_file )parameters (block (if_statement (attribute (identifier_self) identifier_self (identifier_inherit_image) identifier_inherit_image )attribute (block (expression_statement (assignment (pattern_list (identifier_image_name) identifier_image_name (identifier_image_tag) identifier_image_tag )pattern_list (call (attribute (call (identifier_str) identifier_str (argument_list (attribute (identifier_self) identifier_self (identifier_inherit_image) identifier_inherit_image )attribute )argument_list )call (identifier_split) identifier_split )attribute (argument_list (string_":") string_":" )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_image_name) identifier_image_name (call (attribute (identifier_self) identifier_self (identifier_get_arca_base_name) identifier_get_arca_base_name )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_image_tag) identifier_image_tag (call (attribute (identifier_self) identifier_self (identifier_get_python_base_tag) identifier_get_python_base_tag )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_get_python_version) identifier_get_python_version )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_info) identifier_info )attribute (argument_list (string_"Creating Vagrantfile located in %s, base image %s:%s") string_"Creating Vagrantfile located in %s, base image %s:%s" (identifier_vagrant_file) identifier_vagrant_file (identifier_image_name) identifier_image_name (identifier_image_tag) identifier_image_tag )argument_list )call )expression_statement (expression_statement (assignment (identifier_repos_dir) identifier_repos_dir (call (attribute (parenthesized_expression (binary_operator (call (identifier_Path) identifier_Path (argument_list (attribute (attribute (identifier_self) identifier_self (identifier__arca) identifier__arca )attribute (identifier_base_dir) identifier_base_dir )attribute )argument_list )call (string_'repos') string_'repos' )binary_operator )parenthesized_expression (identifier_resolve) identifier_resolve )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_vagrant_file) identifier_vagrant_file (identifier_parent) identifier_parent )attribute (identifier_mkdir) identifier_mkdir )attribute (argument_list (keyword_argument (identifier_exist_ok) identifier_exist_ok (True) True )keyword_argument (keyword_argument (identifier_parents) identifier_parents (True) True )keyword_argument )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_vagrant_file) identifier_vagrant_file (identifier_write_text) identifier_write_text )attribute (argument_list (call (identifier_dedent) identifier_dedent (argument_list (identifier_f) identifier_f )argument_list )call )argument_list )call )expression_statement (expression_statement (call (attribute (parenthesized_expression (binary_operator (attribute (identifier_vagrant_file) identifier_vagrant_file (identifier_parent) identifier_parent )attribute (string_"runner.py") string_"runner.py" )binary_operator )parenthesized_expression (identifier_write_text) identifier_write_text )attribute (argument_list (call (attribute (attribute (identifier_self) identifier_self (identifier_RUNNER) identifier_RUNNER )attribute (identifier_read_text) identifier_read_text )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block )function_definition )module
Creates a Vagrantfile in the target dir, with only the base image pulled. Copies the runner script to the directory so it's accessible from the VM.
(module (function_definition (function_name__join_list) function_name__join_list (parameters (identifier_lst) identifier_lst (default_parameter (identifier_oxford) identifier_oxford (False) False )default_parameter )parameters (block (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_lst) identifier_lst )argument_list )call (integer_2) integer_2 )comparison_operator (block (expression_statement (assignment (identifier_s) identifier_s (call (attribute (string_', ') string_', ' (identifier_join) identifier_join )attribute (argument_list (subscript (identifier_lst) identifier_lst (slice (colon) colon (unary_operator (integer_1) integer_1 )unary_operator )slice )subscript )argument_list )call )assignment )expression_statement (if_statement (identifier_oxford) identifier_oxford (block (expression_statement (augmented_assignment (identifier_s) identifier_s (string_',') string_',' )augmented_assignment )expression_statement )block )if_statement (expression_statement (augmented_assignment (identifier_s) identifier_s (binary_operator (string_' and ') string_' and ' (subscript (identifier_lst) identifier_lst (unary_operator (integer_1) integer_1 )unary_operator )subscript )binary_operator )augmented_assignment )expression_statement )block (elif_clause (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_lst) identifier_lst )argument_list )call (integer_2) integer_2 )comparison_operator (block (expression_statement (assignment (identifier_s) identifier_s (binary_operator (binary_operator (subscript (identifier_lst) identifier_lst (integer_0) integer_0 )subscript (string_' and ') string_' and ' )binary_operator (subscript (identifier_lst) identifier_lst (integer_1) integer_1 )subscript )binary_operator )assignment )expression_statement )block )elif_clause (elif_clause (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_lst) identifier_lst )argument_list )call (integer_1) integer_1 )comparison_operator (block (expression_statement (assignment (identifier_s) identifier_s (subscript (identifier_lst) identifier_lst (integer_0) integer_0 )subscript )assignment )expression_statement )block )elif_clause (else_clause (block (expression_statement (assignment (identifier_s) identifier_s (string_'') string_'' )assignment )expression_statement )block )else_clause )if_statement (return_statement (identifier_s) identifier_s )return_statement )block )function_definition )module
Join a list of words in a gramatically correct way.
(module (function_definition (function_name_Start) function_name_Start (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_state) identifier_state )attribute (identifier_shadows) identifier_shadows )attribute (list )list )assignment )expression_statement (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_state) identifier_state )attribute (identifier_raw_device) identifier_raw_device )attribute (None) None )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_CallClient) identifier_CallClient )attribute (argument_list (attribute (identifier_server_stubs) identifier_server_stubs (identifier_WmiQuery) identifier_WmiQuery )attribute (keyword_argument (identifier_query) identifier_query (string_"SELECT * FROM Win32_ShadowCopy") string_"SELECT * FROM Win32_ShadowCopy" )keyword_argument (keyword_argument (identifier_next_state) identifier_next_state (string_"ListDeviceDirectories") string_"ListDeviceDirectories" )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Query the client for available Volume Shadow Copies using a WMI query.
(module (function_definition (function_name_parse_manifest) function_name_parse_manifest (parameters (identifier_template_lines) identifier_template_lines )parameters (block (expression_statement (assignment (identifier_manifest_files) identifier_manifest_files (call (attribute (attribute (identifier_distutils) identifier_distutils (identifier_filelist) identifier_filelist )attribute (identifier_FileList) identifier_FileList )attribute (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_line) identifier_line (identifier_template_lines) identifier_template_lines (block (if_statement (call (attribute (identifier_line) identifier_line (identifier_strip) identifier_strip )attribute (argument_list )argument_list )call (block (expression_statement (call (attribute (identifier_manifest_files) identifier_manifest_files (identifier_process_template_line) identifier_process_template_line )attribute (argument_list (identifier_line) identifier_line )argument_list )call )expression_statement )block )if_statement )block )for_statement (return_statement (attribute (identifier_manifest_files) identifier_manifest_files (identifier_files) identifier_files )attribute )return_statement )block )function_definition )module
List of file names included by the MANIFEST.in template lines.
(module (function_definition (function_name__merge_user_attrs) function_name__merge_user_attrs (parameters (identifier_self) identifier_self (identifier_attrs_backend) identifier_attrs_backend (identifier_attrs_out) identifier_attrs_out (identifier_backend_name) identifier_backend_name )parameters (block (for_statement (identifier_attr) identifier_attr (identifier_attrs_backend) identifier_attrs_backend (block (if_statement (comparison_operator (identifier_attr) identifier_attr (subscript (attribute (attribute (identifier_self) identifier_self (identifier_attributes) identifier_attributes )attribute (identifier_backend_attributes) identifier_backend_attributes )attribute (identifier_backend_name) identifier_backend_name )subscript )comparison_operator (block (expression_statement (assignment (identifier_attrid) identifier_attrid (subscript (subscript (attribute (attribute (identifier_self) identifier_self (identifier_attributes) identifier_attributes )attribute (identifier_backend_attributes) identifier_backend_attributes )attribute (identifier_backend_name) identifier_backend_name )subscript (identifier_attr) identifier_attr )subscript )assignment )expression_statement (if_statement (comparison_operator (identifier_attrid) identifier_attrid (identifier_attrs_out) identifier_attrs_out )comparison_operator (block (expression_statement (assignment (subscript (identifier_attrs_out) identifier_attrs_out (identifier_attrid) identifier_attrid )subscript (subscript (identifier_attrs_backend) identifier_attrs_backend (identifier_attr) identifier_attr )subscript )assignment )expression_statement )block )if_statement )block )if_statement )block )for_statement )block )function_definition )module
merge attributes from one backend search to the attributes dict output
(module (function_definition (function_name_get_estimates_without_scope_in_month) function_name_get_estimates_without_scope_in_month (parameters (identifier_self) identifier_self (identifier_customer) identifier_customer )parameters (block (expression_statement (assignment (identifier_estimates) identifier_estimates (call (attribute (identifier_self) identifier_self (identifier_get_price_estimates_for_customer) identifier_get_price_estimates_for_customer )attribute (argument_list (identifier_customer) identifier_customer )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_estimates) identifier_estimates )not_operator (block (return_statement (list )list )return_statement )block )if_statement (expression_statement (assignment (identifier_tables) identifier_tables (dictionary_comprehension (pair (identifier_model) identifier_model (call (attribute (identifier_collections) identifier_collections (identifier_defaultdict) identifier_defaultdict )attribute (argument_list (identifier_list) identifier_list )argument_list )call )pair (for_in_clause (identifier_model) identifier_model (call (attribute (identifier_self) identifier_self (identifier_get_estimated_models) identifier_get_estimated_models )attribute (argument_list )argument_list )call )for_in_clause )dictionary_comprehension )assignment )expression_statement (expression_statement (assignment (identifier_dates) identifier_dates (call (identifier_set) identifier_set (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_estimate) identifier_estimate (identifier_estimates) identifier_estimates (block (expression_statement (assignment (identifier_date) identifier_date (tuple (attribute (identifier_estimate) identifier_estimate (identifier_year) identifier_year )attribute (attribute (identifier_estimate) identifier_estimate (identifier_month) identifier_month )attribute )tuple )assignment )expression_statement (expression_statement (call (attribute (identifier_dates) identifier_dates (identifier_add) identifier_add )attribute (argument_list (identifier_date) identifier_date )argument_list )call )expression_statement (expression_statement (assignment (identifier_cls) identifier_cls (call (attribute (attribute (identifier_estimate) identifier_estimate (identifier_content_type) identifier_content_type )attribute (identifier_model_class) identifier_model_class )attribute (argument_list )argument_list )call )assignment )expression_statement (for_statement (pattern_list (identifier_model) identifier_model (identifier_table) identifier_table )pattern_list (call (attribute (identifier_tables) identifier_tables (identifier_items) identifier_items )attribute (argument_list )argument_list )call (block (if_statement (call (identifier_issubclass) identifier_issubclass (argument_list (identifier_cls) identifier_cls (identifier_model) identifier_model )argument_list )call (block (expression_statement (call (attribute (subscript (identifier_table) identifier_table (identifier_date) identifier_date )subscript (identifier_append) identifier_append )attribute (argument_list (identifier_estimate) identifier_estimate )argument_list )call )expression_statement (break_statement )break_statement )block )if_statement )block )for_statement )block )for_statement (expression_statement (assignment (identifier_invalid_estimates) identifier_invalid_estimates (list )list )assignment )expression_statement (for_statement (identifier_date) identifier_date (identifier_dates) identifier_dates (block (if_statement (call (identifier_any) identifier_any (argument_list (call (identifier_map) identifier_map (argument_list (lambda (lambda_parameters (identifier_table) identifier_table )lambda_parameters (comparison_operator (call (identifier_len) identifier_len (argument_list (subscript (identifier_table) identifier_table (identifier_date) identifier_date )subscript )argument_list )call (integer_0) integer_0 )comparison_operator )lambda (call (attribute (identifier_tables) identifier_tables (identifier_values) identifier_values )attribute (argument_list )argument_list )call )argument_list )call )argument_list )call (block (for_statement (identifier_table) identifier_table (call (attribute (identifier_tables) identifier_tables (identifier_values) identifier_values )attribute (argument_list )argument_list )call (block (expression_statement (call (attribute (identifier_invalid_estimates) identifier_invalid_estimates (identifier_extend) identifier_extend )attribute (argument_list (subscript (identifier_table) identifier_table (identifier_date) identifier_date )subscript )argument_list )call )expression_statement )block )for_statement )block )if_statement )block )for_statement (expression_statement (call (identifier_print) identifier_print (argument_list (identifier_invalid_estimates) identifier_invalid_estimates )argument_list )call )expression_statement (return_statement (identifier_invalid_estimates) identifier_invalid_estimates )return_statement )block )function_definition )module
It is expected that valid row for each month contains at least one price estimate for customer, service setting, service, service project link, project and resource. Otherwise all price estimates in the row should be deleted.
(module (function_definition (function_name_only_path) function_name_only_path (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_start) identifier_start (list_comprehension (identifier_v) identifier_v (for_in_clause (identifier_v) identifier_v (attribute (identifier_self) identifier_self (identifier_nodes) identifier_nodes )attribute )for_in_clause (if_clause (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_nodes) identifier_nodes )attribute (identifier_v) identifier_v )subscript (identifier_get) identifier_get )attribute (argument_list (string_'start') string_'start' (False) False )argument_list )call )if_clause )list_comprehension )assignment )expression_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_start) identifier_start )argument_list )call (integer_1) integer_1 )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"graph does not have exactly one start node") string_"graph does not have exactly one start node" )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_path) identifier_path (list )list )assignment )expression_statement (expression_statement (assignment (list_pattern (identifier_v) identifier_v )list_pattern (identifier_start) identifier_start )assignment )expression_statement (while_statement (True) True (block (expression_statement (call (attribute (identifier_path) identifier_path (identifier_append) identifier_append )attribute (argument_list (identifier_v) identifier_v )argument_list )call )expression_statement (expression_statement (assignment (identifier_u) identifier_u (identifier_v) identifier_v )assignment )expression_statement (expression_statement (assignment (identifier_vs) identifier_vs (call (attribute (attribute (identifier_self) identifier_self (identifier_edges) identifier_edges )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_u) identifier_u (tuple )tuple )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_vs) identifier_vs )argument_list )call (integer_0) integer_0 )comparison_operator (block (break_statement )break_statement )block (elif_clause (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_vs) identifier_vs )argument_list )call (integer_1) integer_1 )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"graph does not have exactly one path") string_"graph does not have exactly one path" )argument_list )call )raise_statement )block )elif_clause )if_statement (expression_statement (assignment (list_pattern (identifier_v) identifier_v )list_pattern (identifier_vs) identifier_vs )assignment )expression_statement )block )while_statement (return_statement (identifier_path) identifier_path )return_statement )block )function_definition )module
Finds the only path from the start node. If there is more than one, raises ValueError.
(module (function_definition (function_name_ean_13) function_name_ean_13 (parameters (default_parameter (identifier_name) identifier_name (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_name) identifier_name (None) None )comparison_operator (block (expression_statement (assignment (identifier_name) identifier_name (string_'EAN 13 Field') string_'EAN 13 Field' )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_field) identifier_field (call (attribute (identifier_basic) identifier_basic (identifier_numeric) identifier_numeric )attribute (argument_list (integer_13) integer_13 )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_field) identifier_field (call (attribute (identifier_field) identifier_field (identifier_setName) identifier_setName )attribute (argument_list (identifier_name) identifier_name )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_field) identifier_field (identifier_setResultsName) identifier_setResultsName )attribute (argument_list (string_'ean_13') string_'ean_13' )argument_list )call )return_statement )block )function_definition )module
Creates the grammar for an EAN 13 code. These are the codes on thirteen digits barcodes. :param name: name for the field :return: grammar for an EAN 13 field
(module (function_definition (function_name_get_correlation_table) function_name_get_correlation_table (parameters (identifier_self) identifier_self (default_parameter (identifier_chain) identifier_chain (integer_0) integer_0 )default_parameter (default_parameter (identifier_parameters) identifier_parameters (None) None )default_parameter (default_parameter (identifier_caption) identifier_caption (string_"Parameter Correlations") string_"Parameter Correlations" )default_parameter (default_parameter (identifier_label) identifier_label (string_"tab:parameter_correlations") string_"tab:parameter_correlations" )default_parameter )parameters (block (expression_statement (assignment (pattern_list (identifier_parameters) identifier_parameters (identifier_cor) identifier_cor )pattern_list (call (attribute (identifier_self) identifier_self (identifier_get_correlations) identifier_get_correlations )attribute (argument_list (keyword_argument (identifier_chain) identifier_chain (identifier_chain) identifier_chain )keyword_argument (keyword_argument (identifier_parameters) identifier_parameters (identifier_parameters) identifier_parameters )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__get_2d_latex_table) identifier__get_2d_latex_table )attribute (argument_list (identifier_parameters) identifier_parameters (identifier_cor) identifier_cor (identifier_caption) identifier_caption (identifier_label) identifier_label )argument_list )call )return_statement )block )function_definition )module
Gets a LaTeX table of parameter correlations. Parameters ---------- chain : int|str, optional The chain index or name. Defaults to first chain. parameters : list[str], optional The list of parameters to compute correlations. Defaults to all parameters for the given chain. caption : str, optional The LaTeX table caption. label : str, optional The LaTeX table label. Returns ------- str The LaTeX table ready to go!
(module (function_definition (function_name_get_virtualenv_path) function_name_get_virtualenv_path (parameters (identifier_self) identifier_self (typed_parameter (identifier_requirements_option) identifier_requirements_option (type (identifier_RequirementsOptions) identifier_RequirementsOptions )type )typed_parameter (typed_parameter (identifier_requirements_hash) identifier_requirements_hash (type (generic_type (identifier_Optional) identifier_Optional (type_parameter (type (identifier_str) identifier_str )type )type_parameter )generic_type )type )typed_parameter )parameters (type (identifier_Path) identifier_Path )type (block (if_statement (comparison_operator (identifier_requirements_option) identifier_requirements_option (attribute (identifier_RequirementsOptions) identifier_RequirementsOptions (identifier_no_requirements) identifier_no_requirements )attribute )comparison_operator (block (expression_statement (assignment (identifier_venv_name) identifier_venv_name (string_"no_requirements") string_"no_requirements" )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_venv_name) identifier_venv_name (identifier_requirements_hash) identifier_requirements_hash )assignment )expression_statement )block )else_clause )if_statement (return_statement (binary_operator (binary_operator (call (identifier_Path) identifier_Path (argument_list (attribute (attribute (identifier_self) identifier_self (identifier__arca) identifier__arca )attribute (identifier_base_dir) identifier_base_dir )attribute )argument_list )call (string_"venvs") string_"venvs" )binary_operator (identifier_venv_name) identifier_venv_name )binary_operator )return_statement )block )function_definition )module
Returns the path to the virtualenv the current state of the repository.
(module (function_definition (function_name_neighborhood) function_name_neighborhood (parameters (identifier_self) identifier_self (identifier_node) identifier_node (default_parameter (identifier_degree) identifier_degree (integer_4) integer_4 )default_parameter )parameters (block (assert_statement (comparison_operator (subscript (attribute (identifier_self) identifier_self (identifier_by_name) identifier_by_name )attribute (attribute (identifier_node) identifier_node (identifier_name) identifier_name )attribute )subscript (identifier_node) identifier_node )comparison_operator )assert_statement (expression_statement (assignment (identifier_already_visited) identifier_already_visited (assignment (identifier_frontier) identifier_frontier (call (identifier_set) identifier_set (argument_list (list (attribute (identifier_node) identifier_node (identifier_name) identifier_name )attribute )list )argument_list )call )assignment )assignment )expression_statement (for_statement (identifier__) identifier__ (call (identifier_range) identifier_range (argument_list (identifier_degree) identifier_degree )argument_list )call (block (expression_statement (assignment (identifier_neighbor_names) identifier_neighbor_names (call (identifier_set) identifier_set (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_node_name) identifier_node_name (identifier_frontier) identifier_frontier (block (expression_statement (assignment (identifier_outgoing) identifier_outgoing (call (identifier_set) identifier_set (generator_expression (attribute (identifier_n) identifier_n (identifier_name) identifier_name )attribute (for_in_clause (identifier_n) identifier_n (subscript (attribute (identifier_self) identifier_self (identifier_by_input) identifier_by_input )attribute (identifier_node_name) identifier_node_name )subscript )for_in_clause )generator_expression )call )assignment )expression_statement (expression_statement (assignment (identifier_incoming) identifier_incoming (call (identifier_set) identifier_set (argument_list (attribute (subscript (attribute (identifier_self) identifier_self (identifier_by_name) identifier_by_name )attribute (identifier_node_name) identifier_node_name )subscript (identifier_input) identifier_input )attribute )argument_list )call )assignment )expression_statement (expression_statement (augmented_assignment (identifier_neighbor_names) identifier_neighbor_names (binary_operator (identifier_incoming) identifier_incoming (identifier_outgoing) identifier_outgoing )binary_operator )augmented_assignment )expression_statement )block )for_statement (expression_statement (assignment (identifier_frontier) identifier_frontier (binary_operator (identifier_neighbor_names) identifier_neighbor_names (identifier_already_visited) identifier_already_visited )binary_operator )assignment )expression_statement (expression_statement (augmented_assignment (identifier_already_visited) identifier_already_visited (identifier_neighbor_names) identifier_neighbor_names )augmented_assignment )expression_statement )block )for_statement (return_statement (list_comprehension (subscript (attribute (identifier_self) identifier_self (identifier_by_name) identifier_by_name )attribute (identifier_name) identifier_name )subscript (for_in_clause (identifier_name) identifier_name (identifier_already_visited) identifier_already_visited )for_in_clause )list_comprehension )return_statement )block )function_definition )module
Am I really handcoding graph traversal please no
(module (function_definition (function_name__assert_link_secret) function_name__assert_link_secret (parameters (identifier_self) identifier_self (typed_parameter (identifier_action) identifier_action (type (identifier_str) identifier_str )type )typed_parameter )parameters (type (identifier_str) identifier_str )type (block (expression_statement (assignment (identifier_rv) identifier_rv (await (call (attribute (attribute (identifier_self) identifier_self (identifier_wallet) identifier_wallet )attribute (identifier_get_link_secret_label) identifier_get_link_secret_label )attribute (argument_list )argument_list )call )await )assignment )expression_statement (if_statement (comparison_operator (identifier_rv) identifier_rv (None) None )comparison_operator (block (expression_statement (call (attribute (identifier_LOGGER) identifier_LOGGER (identifier_debug) identifier_debug )attribute (argument_list (string_'HolderProver._assert_link_secret: action %s requires link secret but it is not set') string_'HolderProver._assert_link_secret: action %s requires link secret but it is not set' (identifier_action) identifier_action )argument_list )call )expression_statement (raise_statement (call (identifier_AbsentLinkSecret) identifier_AbsentLinkSecret (argument_list (call (attribute (string_'Action {} requires link secret but it is not set') string_'Action {} requires link secret but it is not set' (identifier_format) identifier_format )attribute (argument_list (identifier_action) identifier_action )argument_list )call )argument_list )call )raise_statement )block )if_statement (return_statement (identifier_rv) identifier_rv )return_statement )block )function_definition )module
Return current wallet link secret label. Raise AbsentLinkSecret if link secret is not set. :param action: action requiring link secret
(module (function_definition (function_name_sort) function_name_sort (parameters (identifier_self) identifier_self (identifier_values) identifier_values )parameters (block (for_statement (identifier_level) identifier_level (identifier_self) identifier_self (block (for_statement (pattern_list (identifier_wire1) identifier_wire1 (identifier_wire2) identifier_wire2 )pattern_list (identifier_level) identifier_level (block (if_statement (comparison_operator (subscript (identifier_values) identifier_values (identifier_wire1) identifier_wire1 )subscript (subscript (identifier_values) identifier_values (identifier_wire2) identifier_wire2 )subscript )comparison_operator (block (expression_statement (assignment (pattern_list (subscript (identifier_values) identifier_values (identifier_wire1) identifier_wire1 )subscript (subscript (identifier_values) identifier_values (identifier_wire2) identifier_wire2 )subscript )pattern_list (expression_list (subscript (identifier_values) identifier_values (identifier_wire2) identifier_wire2 )subscript (subscript (identifier_values) identifier_values (identifier_wire1) identifier_wire1 )subscript )expression_list )assignment )expression_statement )block )if_statement )block )for_statement )block )for_statement )block )function_definition )module
Sort the values in-place based on the connectors in the network.
(module (function_definition (function_name_add_child) function_name_add_child (parameters (identifier_self) identifier_self (identifier_child) identifier_child )parameters (block (if_statement (not_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_child) identifier_child (identifier_DependencyNode) identifier_DependencyNode )argument_list )call )not_operator (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_'"child" must be a DependencyNode') string_'"child" must be a DependencyNode' )argument_list )call )raise_statement )block )if_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__children) identifier__children )attribute (identifier_append) identifier_append )attribute (argument_list (identifier_child) identifier_child )argument_list )call )expression_statement )block )function_definition )module
Add a child node
(module (function_definition (function_name_fmt_row) function_name_fmt_row (parameters (identifier_self) identifier_self (identifier_columns) identifier_columns (identifier_dimensions) identifier_dimensions (identifier_row) identifier_row (dictionary_splat_pattern (identifier_settings) identifier_settings )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_cells) identifier_cells (list )list )assignment )expression_statement (expression_statement (assignment (identifier_i) identifier_i (integer_0) integer_0 )assignment )expression_statement (for_statement (identifier_column) identifier_column (identifier_columns) identifier_columns (block (expression_statement (call (attribute (identifier_cells) identifier_cells (identifier_append) identifier_append )attribute (argument_list (call (attribute (identifier_self) identifier_self (identifier_fmt_cell) identifier_fmt_cell )attribute (argument_list (subscript (identifier_row) identifier_row (identifier_i) identifier_i )subscript (subscript (identifier_dimensions) identifier_dimensions (identifier_i) identifier_i )subscript (identifier_column) identifier_column (dictionary_splat (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_TEXT_FORMATING) identifier_SETTING_TEXT_FORMATING )attribute )subscript )dictionary_splat )argument_list )call )argument_list )call )expression_statement (expression_statement (augmented_assignment (identifier_i) identifier_i (integer_1) integer_1 )augmented_assignment )expression_statement )block )for_statement (return_statement (binary_operator (binary_operator (call (attribute (identifier_self) identifier_self (identifier_bchar) identifier_bchar )attribute (argument_list (string_'v') string_'v' (string_'m') string_'m' (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_BORDER_STYLE) identifier_SETTING_BORDER_STYLE )attribute )subscript (dictionary_splat (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_BORDER_FORMATING) identifier_SETTING_BORDER_FORMATING )attribute )subscript )dictionary_splat )argument_list )call (line_continuation_\) line_continuation_\ (call (attribute (call (attribute (identifier_self) identifier_self (identifier_bchar) identifier_bchar )attribute (argument_list (string_'v') string_'v' (string_'m') string_'m' (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_BORDER_STYLE) identifier_SETTING_BORDER_STYLE )attribute )subscript (dictionary_splat (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_BORDER_FORMATING) identifier_SETTING_BORDER_FORMATING )attribute )subscript )dictionary_splat )argument_list )call (identifier_join) identifier_join )attribute (argument_list (identifier_cells) identifier_cells )argument_list )call )binary_operator (line_continuation_\) line_continuation_\ (call (attribute (identifier_self) identifier_self (identifier_bchar) identifier_bchar )attribute (argument_list (string_'v') string_'v' (string_'m') string_'m' (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_BORDER_STYLE) identifier_SETTING_BORDER_STYLE )attribute )subscript (dictionary_splat (subscript (identifier_settings) identifier_settings (attribute (identifier_self) identifier_self (identifier_SETTING_BORDER_FORMATING) identifier_SETTING_BORDER_FORMATING )attribute )subscript )dictionary_splat )argument_list )call )binary_operator )return_statement )block )function_definition )module
Format single table row.
(module (function_definition (function_name_addUser) function_name_addUser (parameters (identifier_self) identifier_self (identifier_username) identifier_username (identifier_password) identifier_password (identifier_firstname) identifier_firstname (identifier_lastname) identifier_lastname (identifier_email) identifier_email (identifier_role) identifier_role )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__invites) identifier__invites )attribute (identifier_append) identifier_append )attribute (argument_list (dictionary (pair (string_"username") string_"username" (identifier_username) identifier_username )pair (pair (string_"password") string_"password" (identifier_password) identifier_password )pair (pair (string_"firstname") string_"firstname" (identifier_firstname) identifier_firstname )pair (pair (string_"lastname") string_"lastname" (identifier_lastname) identifier_lastname )pair (pair (string_"fullname") string_"fullname" (binary_operator (string_"%s %s") string_"%s %s" (tuple (identifier_firstname) identifier_firstname (identifier_lastname) identifier_lastname )tuple )binary_operator )pair (pair (string_"email") string_"email" (identifier_email) identifier_email )pair (pair (string_"role") string_"role" (identifier_role) identifier_role )pair )dictionary )argument_list )call )expression_statement )block )function_definition )module
adds a user to the invitation list
(module (function_definition (function_name_post) function_name_post (parameters (identifier_self) identifier_self )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_validate_ip) identifier_validate_ip )attribute (argument_list )argument_list )call )expression_statement (expression_statement (assignment (identifier_dispatcher) identifier_dispatcher (call (attribute (identifier_self) identifier_self (identifier_get_dispatcher) identifier_get_dispatcher )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_update) identifier_update (await (call (attribute (identifier_self) identifier_self (identifier_parse_update) identifier_parse_update )attribute (argument_list (attribute (identifier_dispatcher) identifier_dispatcher (identifier_bot) identifier_bot )attribute )argument_list )call )await )assignment )expression_statement (expression_statement (assignment (identifier_results) identifier_results (await (call (attribute (identifier_self) identifier_self (identifier_process_update) identifier_process_update )attribute (argument_list (identifier_update) identifier_update )argument_list )call )await )assignment )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_self) identifier_self (identifier_get_response) identifier_get_response )attribute (argument_list (identifier_results) identifier_results )argument_list )call )assignment )expression_statement (if_statement (identifier_response) identifier_response (block (expression_statement (assignment (identifier_web_response) identifier_web_response (call (attribute (identifier_response) identifier_response (identifier_get_web_response) identifier_get_web_response )attribute (argument_list )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_web_response) identifier_web_response (call (attribute (identifier_web) identifier_web (identifier_Response) identifier_Response )attribute (argument_list (keyword_argument (identifier_text) identifier_text (string_'ok') string_'ok' )keyword_argument )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (if_statement (call (attribute (attribute (attribute (identifier_self) identifier_self (identifier_request) identifier_request )attribute (identifier_app) identifier_app )attribute (identifier_get) identifier_get )attribute (argument_list (string_'RETRY_AFTER') string_'RETRY_AFTER' (None) None )argument_list )call (block (expression_statement (assignment (subscript (attribute (identifier_web_response) identifier_web_response (identifier_headers) identifier_headers )attribute (string_'Retry-After') string_'Retry-After' )subscript (subscript (attribute (attribute (identifier_self) identifier_self (identifier_request) identifier_request )attribute (identifier_app) identifier_app )attribute (string_'RETRY_AFTER') string_'RETRY_AFTER' )subscript )assignment )expression_statement )block )if_statement (return_statement (identifier_web_response) identifier_web_response )return_statement )block )function_definition )module
Process POST request if one of handler returns instance of :class:`aiogram.dispatcher.webhook.BaseResponse` return it to webhook. Otherwise do nothing (return 'ok') :return: :class:`aiohttp.web.Response`
(module (function_definition (function_name_sign_message) function_name_sign_message (parameters (identifier_message) identifier_message (identifier_private_key) identifier_private_key (default_parameter (identifier_public_key) identifier_public_key (None) None )default_parameter )parameters (block (if_statement (comparison_operator (identifier_public_key) identifier_public_key (None) None )comparison_operator (block (expression_statement (assignment (identifier_public_key) identifier_public_key (call (identifier_private_to_public_key) identifier_private_to_public_key (argument_list (identifier_private_key) identifier_private_key )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (call (attribute (identifier_ed25519_blake2) identifier_ed25519_blake2 (identifier_signature_unsafe) identifier_signature_unsafe )attribute (argument_list (identifier_message) identifier_message (identifier_private_key) identifier_private_key (identifier_public_key) identifier_public_key )argument_list )call )return_statement )block )function_definition )module
Signs a `message` using `private_key` and `public_key` .. warning:: Not safe to use with secret keys or secret data. See module docstring. This function should be used for testing only. :param message: the message to sign :type message: bytes :param private_key: private key used to sign message :type private_key: bytes :param public_key: public key used to sign message :type public_key: bytes :return: the signature of the signed message :rtype: bytes
(module (function_definition (function_name__get_paths) function_name__get_paths (parameters )parameters (block (import_statement (dotted_name (identifier_os) identifier_os )dotted_name )import_statement (expression_statement (assignment (identifier_base_path) identifier_base_path (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_dirname) identifier_dirname )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_abspath) identifier_abspath )attribute (argument_list (identifier___file__) identifier___file__ )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_test_data_dir) identifier_test_data_dir (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_base_path) identifier_base_path (string_'tests') string_'tests' (string_'data') string_'data' (string_'Plate01') string_'Plate01' )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_test_data_file) identifier_test_data_file (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_test_data_dir) identifier_test_data_dir (string_'RFP_Well_A3.fcs') string_'RFP_Well_A3.fcs' )argument_list )call )assignment )expression_statement (return_statement (expression_list (identifier_test_data_dir) identifier_test_data_dir (identifier_test_data_file) identifier_test_data_file )expression_list )return_statement )block )function_definition )module
Generate paths to test data. Done in a function to protect namespace a bit.
(module (function_definition (function_name_get_model) function_name_get_model (parameters (identifier_self) identifier_self )parameters (block (if_statement (boolean_operator (call (identifier_hasattr) identifier_hasattr (argument_list (identifier_self) identifier_self (string_'model') string_'model' )argument_list )call (attribute (identifier_self) identifier_self (identifier_model) identifier_model )attribute )boolean_operator (block (return_statement (attribute (identifier_self) identifier_self (identifier_model) identifier_model )attribute )return_statement )block )if_statement (try_statement (block (expression_statement (assignment (identifier_none) identifier_none (call (attribute (call (attribute (identifier_self) identifier_self (identifier_get_queryset) identifier_get_queryset )attribute (argument_list )argument_list )call (identifier_none) identifier_none )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (attribute (identifier_none) identifier_none (identifier_model) identifier_model )attribute )return_statement )block (except_clause (identifier_Exception) identifier_Exception (block (raise_statement (call (identifier_ImproperlyConfigured) identifier_ImproperlyConfigured (argument_list (concatenated_string (string_"Integrator: Unable to determine the model with this queryset.") string_"Integrator: Unable to determine the model with this queryset." (string_" Please add a `model` property") string_" Please add a `model` property" )concatenated_string )argument_list )call )raise_statement )block )except_clause )try_statement )block )function_definition )module
Return the class Model used by this Agnocomplete
(module (function_definition (function_name_json_description) function_name_json_description (parameters (identifier_shape) identifier_shape (dictionary_splat_pattern (identifier_metadata) identifier_metadata )dictionary_splat_pattern )parameters (block (expression_statement (call (attribute (identifier_metadata) identifier_metadata (identifier_update) identifier_update )attribute (argument_list (keyword_argument (identifier_shape) identifier_shape (identifier_shape) identifier_shape )keyword_argument )argument_list )call )expression_statement (return_statement (call (attribute (identifier_json) identifier_json (identifier_dumps) identifier_dumps )attribute (argument_list (identifier_metadata) identifier_metadata )argument_list )call )return_statement )block )function_definition )module
Return JSON image description from data shape and other metadata. Return UTF-8 encoded JSON. >>> json_description((256, 256, 3), axes='YXS') # doctest: +SKIP b'{"shape": [256, 256, 3], "axes": "YXS"}'
(module (function_definition (function_name_serialize) function_name_serialize (parameters (identifier_self) identifier_self )parameters (block (try_statement (block (return_statement (call (attribute (identifier_jsonpickle) identifier_jsonpickle (identifier_encode) identifier_encode )attribute (argument_list (identifier_self) identifier_self (keyword_argument (identifier_unpicklable) identifier_unpicklable (False) False )keyword_argument )argument_list )call )return_statement )block (except_clause (identifier_Exception) identifier_Exception (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_exception) identifier_exception )attribute (argument_list (string_"got an exception during serialization") string_"got an exception during serialization" )argument_list )call )expression_statement )block )except_clause )try_statement )block )function_definition )module
Serialize to JSON document that can be accepted by the X-Ray backend service. It uses jsonpickle to perform serialization.
(module (function_definition (function_name_older_message) function_name_older_message (parameters (identifier_m) identifier_m (identifier_lastm) identifier_lastm )parameters (block (expression_statement (assignment (identifier_atts) identifier_atts (dictionary (pair (string_'time_boot_ms') string_'time_boot_ms' (float_1.0e-3) float_1.0e-3 )pair (pair (string_'time_unix_usec') string_'time_unix_usec' (float_1.0e-6) float_1.0e-6 )pair (pair (string_'time_usec') string_'time_usec' (float_1.0e-6) float_1.0e-6 )pair )dictionary )assignment )expression_statement (for_statement (identifier_a) identifier_a (call (attribute (identifier_atts) identifier_atts (identifier_keys) identifier_keys )attribute (argument_list )argument_list )call (block (if_statement (call (identifier_hasattr) identifier_hasattr (argument_list (identifier_m) identifier_m (identifier_a) identifier_a )argument_list )call (block (expression_statement (assignment (identifier_mul) identifier_mul (subscript (identifier_atts) identifier_atts (identifier_a) identifier_a )subscript )assignment )expression_statement (expression_statement (assignment (identifier_t1) identifier_t1 (binary_operator (call (attribute (identifier_m) identifier_m (identifier_getattr) identifier_getattr )attribute (argument_list (identifier_a) identifier_a )argument_list )call (identifier_mul) identifier_mul )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_t2) identifier_t2 (binary_operator (call (attribute (identifier_lastm) identifier_lastm (identifier_getattr) identifier_getattr )attribute (argument_list (identifier_a) identifier_a )argument_list )call (identifier_mul) identifier_mul )binary_operator )assignment )expression_statement (if_statement (boolean_operator (comparison_operator (identifier_t2) identifier_t2 (identifier_t1) identifier_t1 )comparison_operator (comparison_operator (binary_operator (identifier_t2) identifier_t2 (identifier_t1) identifier_t1 )binary_operator (integer_60) integer_60 )comparison_operator )boolean_operator (block (return_statement (True) True )return_statement )block )if_statement )block )if_statement )block )for_statement (return_statement (False) False )return_statement )block )function_definition )module
return true if m is older than lastm by timestamp
(module (function_definition (function_name_load_image) function_name_load_image (parameters (identifier_self) identifier_self (identifier_imagepath) identifier_imagepath (default_parameter (identifier_width) identifier_width (None) None )default_parameter (default_parameter (identifier_height) identifier_height (None) None )default_parameter )parameters (block (if_statement (identifier_width) identifier_width (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_width) identifier_width )attribute (identifier_width) identifier_width )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_canvas) identifier_canvas )attribute (string_"width") string_"width" )subscript (identifier_width) identifier_width )assignment )expression_statement )block )if_statement (if_statement (identifier_height) identifier_height (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_height) identifier_height )attribute (identifier_height) identifier_height )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_canvas) identifier_canvas )attribute (string_"height") string_"height" )subscript (identifier_height) identifier_height )assignment )expression_statement )block )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_image) identifier_image )attribute (identifier_imagepath) identifier_imagepath )assignment )expression_statement (expression_statement (assignment (identifier_size) identifier_size (tuple (attribute (identifier_self) identifier_self (identifier_width) identifier_width )attribute (attribute (identifier_self) identifier_self (identifier_height) identifier_height )attribute )tuple )assignment )expression_statement (expression_statement (call (identifier_load_image) identifier_load_image (argument_list (attribute (identifier_self) identifier_self (identifier_canvas) identifier_canvas )attribute (attribute (identifier_self) identifier_self (identifier_image) identifier_image )attribute (keyword_argument (identifier_bounds) identifier_bounds (identifier_size) identifier_size )keyword_argument )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_canvas) identifier_canvas )attribute (identifier_update_idletasks) identifier_update_idletasks )attribute (argument_list )argument_list )call )expression_statement )block )function_definition )module
Loads new image into canvas, updating size if needed.
(module (function_definition (function_name__setup_ipc) function_name__setup_ipc (parameters (identifier_self) identifier_self )parameters (block (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (string_'Setting up the internal IPC proxy') string_'Setting up the internal IPC proxy' )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_ctx) identifier_ctx )attribute (call (attribute (identifier_zmq) identifier_zmq (identifier_Context) identifier_Context )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_sub) identifier_sub )attribute (call (attribute (attribute (identifier_self) identifier_self (identifier_ctx) identifier_ctx )attribute (identifier_socket) identifier_socket )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_SUB) identifier_SUB )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_sub) identifier_sub )attribute (identifier_bind) identifier_bind )attribute (argument_list (identifier_PUB_PX_IPC_URL) identifier_PUB_PX_IPC_URL )argument_list )call )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_sub) identifier_sub )attribute (identifier_setsockopt) identifier_setsockopt )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_SUBSCRIBE) identifier_SUBSCRIBE )attribute (string_b'') string_b'' )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (string_'Setting HWM for the proxy frontend: %d') string_'Setting HWM for the proxy frontend: %d' (attribute (identifier_self) identifier_self (identifier_hwm) identifier_hwm )attribute )argument_list )call )expression_statement (try_statement (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_sub) identifier_sub )attribute (identifier_setsockopt) identifier_setsockopt )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_HWM) identifier_HWM )attribute (attribute (identifier_self) identifier_self (identifier_hwm) identifier_hwm )attribute )argument_list )call )expression_statement )block (except_clause (identifier_AttributeError) identifier_AttributeError (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_sub) identifier_sub )attribute (identifier_setsockopt) identifier_setsockopt )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_SNDHWM) identifier_SNDHWM )attribute (attribute (identifier_self) identifier_self (identifier_hwm) identifier_hwm )attribute )argument_list )call )expression_statement )block )except_clause )try_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_pub) identifier_pub )attribute (call (attribute (attribute (identifier_self) identifier_self (identifier_ctx) identifier_ctx )attribute (identifier_socket) identifier_socket )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_PUB) identifier_PUB )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_pub) identifier_pub )attribute (identifier_bind) identifier_bind )attribute (argument_list (identifier_PUB_IPC_URL) identifier_PUB_IPC_URL )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_log) identifier_log (identifier_debug) identifier_debug )attribute (argument_list (string_'Setting HWM for the proxy backend: %d') string_'Setting HWM for the proxy backend: %d' (attribute (identifier_self) identifier_self (identifier_hwm) identifier_hwm )attribute )argument_list )call )expression_statement (try_statement (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_pub) identifier_pub )attribute (identifier_setsockopt) identifier_setsockopt )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_HWM) identifier_HWM )attribute (attribute (identifier_self) identifier_self (identifier_hwm) identifier_hwm )attribute )argument_list )call )expression_statement )block (except_clause (identifier_AttributeError) identifier_AttributeError (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_pub) identifier_pub )attribute (identifier_setsockopt) identifier_setsockopt )attribute (argument_list (attribute (identifier_zmq) identifier_zmq (identifier_SNDHWM) identifier_SNDHWM )attribute (attribute (identifier_self) identifier_self (identifier_hwm) identifier_hwm )attribute )argument_list )call )expression_statement )block )except_clause )try_statement )block )function_definition )module
Setup the IPC PUB and SUB sockets for the proxy.
(module (function_definition (function_name_prepare_injection_directions) function_name_prepare_injection_directions (parameters (identifier_self) identifier_self )parameters (block (if_statement (boolean_operator (call (identifier_hasattr) identifier_hasattr (argument_list (identifier_self) identifier_self (string_'pop_injection_directions') string_'pop_injection_directions' )argument_list )call (attribute (identifier_self) identifier_self (identifier_pop_injection_directions) identifier_pop_injection_directions )attribute )boolean_operator (block (expression_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"Looks like a bug in calling order/logics") string_"Looks like a bug in calling order/logics" )argument_list )call )expression_statement )block )if_statement (expression_statement (assignment (identifier_ary) identifier_ary (list )list )assignment )expression_statement (if_statement (parenthesized_expression (boolean_operator (call (identifier_isinstance) identifier_isinstance (argument_list (attribute (identifier_self) identifier_self (identifier_adapt_sigma) identifier_adapt_sigma )attribute (identifier_CMAAdaptSigmaTPA) identifier_CMAAdaptSigmaTPA )argument_list )call (subscript (attribute (identifier_self) identifier_self (identifier_opts) identifier_opts )attribute (string_'mean_shift_line_samples') string_'mean_shift_line_samples' )subscript )boolean_operator )parenthesized_expression (block (expression_statement (call (attribute (identifier_ary) identifier_ary (identifier_append) identifier_append )attribute (argument_list (binary_operator (attribute (identifier_self) identifier_self (identifier_mean) identifier_mean )attribute (attribute (identifier_self) identifier_self (identifier_mean_old) identifier_mean_old )attribute )binary_operator )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_ary) identifier_ary (identifier_append) identifier_append )attribute (argument_list (binary_operator (attribute (identifier_self) identifier_self (identifier_mean_old) identifier_mean_old )attribute (attribute (identifier_self) identifier_self (identifier_mean) identifier_mean )attribute )binary_operator )argument_list )call )expression_statement (if_statement (comparison_operator (subscript (subscript (identifier_ary) identifier_ary (unary_operator (integer_1) integer_1 )unary_operator )subscript (integer_0) integer_0 )subscript (float_0.0) float_0.0 )comparison_operator (block (expression_statement (call (identifier__print_warning) identifier__print_warning (argument_list (string_'zero mean shift encountered which ') string_'zero mean shift encountered which ' (string_'prepare_injection_directions') string_'prepare_injection_directions' (string_'CMAEvolutionStrategy') string_'CMAEvolutionStrategy' (attribute (identifier_self) identifier_self (identifier_countiter) identifier_countiter )attribute )argument_list )call )expression_statement )block )if_statement )block )if_statement (if_statement (subscript (attribute (identifier_self) identifier_self (identifier_opts) identifier_opts )attribute (string_'pc_line_samples') string_'pc_line_samples' )subscript (block (expression_statement (call (attribute (identifier_ary) identifier_ary (identifier_append) identifier_append )attribute (argument_list (call (attribute (attribute (identifier_self) identifier_self (identifier_pc) identifier_pc )attribute (identifier_copy) identifier_copy )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block )if_statement (if_statement (boolean_operator (attribute (attribute (identifier_self) identifier_self (identifier_sp) identifier_sp )attribute (identifier_lam_mirr) identifier_lam_mirr )attribute (comparison_operator (subscript (attribute (identifier_self) identifier_self (identifier_opts) identifier_opts )attribute (string_'CMA_mirrormethod') string_'CMA_mirrormethod' )subscript (integer_2) integer_2 )comparison_operator )boolean_operator (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_pop_sorted) identifier_pop_sorted )attribute (None) None )comparison_operator (block (expression_statement (call (identifier__print_warning) identifier__print_warning (argument_list (string_'pop_sorted attribute not found, mirrors obmitted') string_'pop_sorted attribute not found, mirrors obmitted' (string_'prepare_injection_directions') string_'prepare_injection_directions' (keyword_argument (identifier_iteration) identifier_iteration (attribute (identifier_self) identifier_self (identifier_countiter) identifier_countiter )attribute )keyword_argument )argument_list )call )expression_statement )block (else_clause (block (expression_statement (augmented_assignment (identifier_ary) identifier_ary (call (attribute (identifier_self) identifier_self (identifier_get_selective_mirrors) identifier_get_selective_mirrors )attribute (argument_list )argument_list )call )augmented_assignment )expression_statement )block )else_clause )if_statement )block )if_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_pop_injection_directions) identifier_pop_injection_directions )attribute (identifier_ary) identifier_ary )assignment )expression_statement (return_statement (identifier_ary) identifier_ary )return_statement )block )function_definition )module
provide genotypic directions for TPA and selective mirroring, with no specific length normalization, to be used in the coming iteration. Details: This method is called in the end of `tell`. The result is assigned to ``self.pop_injection_directions`` and used in `ask_geno`. TODO: should be rather appended?
(module (function_definition (function_name_process_message) function_name_process_message (parameters (identifier_self) identifier_self (identifier_message) identifier_message (list_splat_pattern (identifier_args) identifier_args )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (if_statement (not_operator (comparison_operator (attribute (identifier_message) identifier_message (identifier_level) identifier_level )attribute (identifier_PERSISTENT_MESSAGE_LEVELS) identifier_PERSISTENT_MESSAGE_LEVELS )comparison_operator )not_operator (block (return_statement (identifier_message) identifier_message )return_statement )block )if_statement (expression_statement (assignment (identifier_user) identifier_user (boolean_operator (call (attribute (identifier_kwargs) identifier_kwargs (identifier_get) identifier_get )attribute (argument_list (string_"user") string_"user" )argument_list )call (call (attribute (identifier_self) identifier_self (identifier_get_user) identifier_get_user )attribute (argument_list )argument_list )call )boolean_operator )assignment )expression_statement (try_statement (block (expression_statement (assignment (identifier_anonymous) identifier_anonymous (call (attribute (identifier_user) identifier_user (identifier_is_anonymous) identifier_is_anonymous )attribute (argument_list )argument_list )call )assignment )expression_statement )block (except_clause (identifier_TypeError) identifier_TypeError (block (expression_statement (assignment (identifier_anonymous) identifier_anonymous (attribute (identifier_user) identifier_user (identifier_is_anonymous) identifier_is_anonymous )attribute )assignment )expression_statement )block )except_clause )try_statement (if_statement (identifier_anonymous) identifier_anonymous (block (raise_statement (call (identifier_NotImplementedError) identifier_NotImplementedError (argument_list (string_'Persistent message levels cannot be used for anonymous users.') string_'Persistent message levels cannot be used for anonymous users.' )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_message_persistent) identifier_message_persistent (call (identifier_PersistentMessage) identifier_PersistentMessage (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_message_persistent) identifier_message_persistent (identifier_level) identifier_level )attribute (attribute (identifier_message) identifier_message (identifier_level) identifier_level )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_message_persistent) identifier_message_persistent (identifier_message) identifier_message )attribute (attribute (identifier_message) identifier_message (identifier_message) identifier_message )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_message_persistent) identifier_message_persistent (identifier_extra_tags) identifier_extra_tags )attribute (attribute (identifier_message) identifier_message (identifier_extra_tags) identifier_extra_tags )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_message_persistent) identifier_message_persistent (identifier_user) identifier_user )attribute (identifier_user) identifier_user )assignment )expression_statement (if_statement (comparison_operator (string_"expires") string_"expires" (identifier_kwargs) identifier_kwargs )comparison_operator (block (expression_statement (assignment (attribute (identifier_message_persistent) identifier_message_persistent (identifier_expires) identifier_expires )attribute (subscript (identifier_kwargs) identifier_kwargs (string_"expires") string_"expires" )subscript )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_message_persistent) identifier_message_persistent (identifier_save) identifier_save )attribute (argument_list )argument_list )call )expression_statement (return_statement (None) None )return_statement )block )function_definition )module
If its level is into persist levels, convert the message to models and save it
(module (function_definition (function_name_add) function_name_add (parameters (identifier_self) identifier_self (identifier_client_id) identifier_client_id (identifier_email_address) identifier_email_address (identifier_name) identifier_name (identifier_access_level) identifier_access_level (identifier_password) identifier_password )parameters (block (expression_statement (assignment (identifier_body) identifier_body (dictionary (pair (string_"EmailAddress") string_"EmailAddress" (identifier_email_address) identifier_email_address )pair (pair (string_"Name") string_"Name" (identifier_name) identifier_name )pair (pair (string_"AccessLevel") string_"AccessLevel" (identifier_access_level) identifier_access_level )pair (pair (string_"Password") string_"Password" (identifier_password) identifier_password )pair )dictionary )assignment )expression_statement (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_self) identifier_self (identifier__post) identifier__post )attribute (argument_list (binary_operator (string_"/clients/%s/people.json") string_"/clients/%s/people.json" (identifier_client_id) identifier_client_id )binary_operator (call (attribute (identifier_json) identifier_json (identifier_dumps) identifier_dumps )attribute (argument_list (identifier_body) identifier_body )argument_list )call )argument_list )call )assignment )expression_statement (return_statement (call (identifier_json_to_py) identifier_json_to_py (argument_list (identifier_response) identifier_response )argument_list )call )return_statement )block )function_definition )module
Adds a person to a client. Password is optional and if not supplied, an invitation will be emailed to the person
(module (function_definition (function_name_invalid_return_type_error) function_name_invalid_return_type_error (parameters (typed_parameter (identifier_return_type) identifier_return_type (type (identifier_GraphQLObjectType) identifier_GraphQLObjectType )type )typed_parameter (typed_parameter (identifier_result) identifier_result (type (identifier_Any) identifier_Any )type )typed_parameter (typed_parameter (identifier_field_nodes) identifier_field_nodes (type (generic_type (identifier_List) identifier_List (type_parameter (type (identifier_FieldNode) identifier_FieldNode )type )type_parameter )generic_type )type )typed_parameter )parameters (type (identifier_GraphQLError) identifier_GraphQLError )type (block (return_statement (call (identifier_GraphQLError) identifier_GraphQLError (argument_list (string_f"Expected value of type '{return_type.name}' but got: {inspect(result)}.") string_f"Expected value of type '{return_type.name}' but got: {inspect(result)}." (identifier_field_nodes) identifier_field_nodes )argument_list )call )return_statement )block )function_definition )module
Create a GraphQLError for an invalid return type.
(module (function_definition (function_name__dims2shape) function_name__dims2shape (parameters (list_splat_pattern (identifier_dims) identifier_dims )list_splat_pattern )parameters (block (if_statement (not_operator (identifier_dims) identifier_dims )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"expected at least one dimension spec") string_"expected at least one dimension spec" )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_shape) identifier_shape (call (identifier_list) identifier_list (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_dim) identifier_dim (identifier_dims) identifier_dims (block (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_dim) identifier_dim (identifier_int) identifier_int )argument_list )call (block (expression_statement (assignment (identifier_dim) identifier_dim (tuple (integer_0) integer_0 (identifier_dim) identifier_dim )tuple )assignment )expression_statement )block )if_statement (if_statement (boolean_operator (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_dim) identifier_dim (identifier_tuple) identifier_tuple )argument_list )call (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_dim) identifier_dim )argument_list )call (integer_2) integer_2 )comparison_operator )boolean_operator (block (if_statement (comparison_operator (subscript (identifier_dim) identifier_dim (integer_0) integer_0 )subscript (integer_0) integer_0 )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"expected low dimension to be >= 0") string_"expected low dimension to be >= 0" )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (subscript (identifier_dim) identifier_dim (integer_1) integer_1 )subscript (integer_0) integer_0 )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"expected high dimension to be >= 0") string_"expected high dimension to be >= 0" )argument_list )call )raise_statement )block )if_statement (if_statement (comparison_operator (subscript (identifier_dim) identifier_dim (integer_0) integer_0 )subscript (subscript (identifier_dim) identifier_dim (integer_1) integer_1 )subscript )comparison_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"expected low <= high dimensions") string_"expected low <= high dimensions" )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (pattern_list (identifier_start) identifier_start (identifier_stop) identifier_stop )pattern_list (identifier_dim) identifier_dim )assignment )expression_statement )block (else_clause (block (raise_statement (call (identifier_TypeError) identifier_TypeError (argument_list (string_"expected dimension to be int or (int, int)") string_"expected dimension to be int or (int, int)" )argument_list )call )raise_statement )block )else_clause )if_statement (expression_statement (call (attribute (identifier_shape) identifier_shape (identifier_append) identifier_append )attribute (argument_list (tuple (identifier_start) identifier_start (identifier_stop) identifier_stop )tuple )argument_list )call )expression_statement )block )for_statement (return_statement (call (identifier_tuple) identifier_tuple (argument_list (identifier_shape) identifier_shape )argument_list )call )return_statement )block )function_definition )module
Convert input dimensions to a shape.
(module (function_definition (function_name_status_server) function_name_status_server (parameters (identifier_self) identifier_self (identifier_port) identifier_port )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_status_server_started) identifier_status_server_started )attribute (False) False )comparison_operator (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_status_server_started) identifier_status_server_started )attribute (True) True )assignment )expression_statement (try_statement (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_status_service) identifier_status_service )attribute (call (attribute (attribute (attribute (identifier_binwalk) identifier_binwalk (identifier_core) identifier_core )attribute (identifier_statuserver) identifier_statuserver )attribute (identifier_StatusServer) identifier_StatusServer )attribute (argument_list (identifier_port) identifier_port (identifier_self) identifier_self )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (identifier_Exception) identifier_Exception (as_pattern_target (identifier_e) identifier_e )as_pattern_target )as_pattern (block (expression_statement (call (attribute (attribute (attribute (identifier_binwalk) identifier_binwalk (identifier_core) identifier_core )attribute (identifier_common) identifier_common )attribute (identifier_warning) identifier_warning )attribute (argument_list (binary_operator (string_"Failed to start status server on port %d: %s") string_"Failed to start status server on port %d: %s" (tuple (identifier_port) identifier_port (call (identifier_str) identifier_str (argument_list (identifier_e) identifier_e )argument_list )call )tuple )binary_operator )argument_list )call )expression_statement )block )except_clause )try_statement )block )if_statement )block )function_definition )module
Starts the progress bar TCP service on the specified port. This service will only be started once per instance, regardless of the number of times this method is invoked. Failure to start the status service is considered non-critical; that is, a warning will be displayed to the user, but normal operation will proceed.
(module (function_definition (function_name_validateIP) function_name_validateIP (parameters (identifier_value) identifier_value (default_parameter (identifier_blank) identifier_blank (False) False )default_parameter (default_parameter (identifier_strip) identifier_strip (None) None )default_parameter (default_parameter (identifier_allowlistRegexes) identifier_allowlistRegexes (None) None )default_parameter (default_parameter (identifier_blocklistRegexes) identifier_blocklistRegexes (None) None )default_parameter (default_parameter (identifier_excMsg) identifier_excMsg (None) None )default_parameter )parameters (block (expression_statement (call (identifier__validateGenericParameters) identifier__validateGenericParameters (argument_list (keyword_argument (identifier_blank) identifier_blank (identifier_blank) identifier_blank )keyword_argument (keyword_argument (identifier_strip) identifier_strip (identifier_strip) identifier_strip )keyword_argument (keyword_argument (identifier_allowlistRegexes) identifier_allowlistRegexes (identifier_allowlistRegexes) identifier_allowlistRegexes )keyword_argument (keyword_argument (identifier_blocklistRegexes) identifier_blocklistRegexes (identifier_blocklistRegexes) identifier_blocklistRegexes )keyword_argument )argument_list )call )expression_statement (expression_statement (assignment (pattern_list (identifier_returnNow) identifier_returnNow (identifier_value) identifier_value )pattern_list (call (identifier__prevalidationCheck) identifier__prevalidationCheck (argument_list (identifier_value) identifier_value (identifier_blank) identifier_blank (identifier_strip) identifier_strip (identifier_allowlistRegexes) identifier_allowlistRegexes (identifier_blocklistRegexes) identifier_blocklistRegexes (identifier_excMsg) identifier_excMsg )argument_list )call )assignment )expression_statement (if_statement (identifier_returnNow) identifier_returnNow (block (return_statement (identifier_value) identifier_value )return_statement )block )if_statement (try_statement (block (try_statement (block (if_statement (call (identifier_validateRegex) identifier_validateRegex (argument_list (keyword_argument (identifier_value) identifier_value (identifier_value) identifier_value )keyword_argument (keyword_argument (identifier_regex) identifier_regex (identifier_IPV4_REGEX) identifier_IPV4_REGEX )keyword_argument (keyword_argument (identifier_blank) identifier_blank (identifier_blank) identifier_blank )keyword_argument (keyword_argument (identifier_strip) identifier_strip (identifier_strip) identifier_strip )keyword_argument (keyword_argument (identifier_allowlistRegexes) identifier_allowlistRegexes (identifier_allowlistRegexes) identifier_allowlistRegexes )keyword_argument (keyword_argument (identifier_blocklistRegexes) identifier_blocklistRegexes (identifier_blocklistRegexes) identifier_blocklistRegexes )keyword_argument )argument_list )call (block (return_statement (identifier_value) identifier_value )return_statement )block )if_statement )block (except_clause (block (pass_statement )pass_statement )block )except_clause )try_statement (if_statement (call (identifier_validateRegex) identifier_validateRegex (argument_list (keyword_argument (identifier_value) identifier_value (identifier_value) identifier_value )keyword_argument (keyword_argument (identifier_regex) identifier_regex (identifier_IPV6_REGEX) identifier_IPV6_REGEX )keyword_argument (keyword_argument (identifier_blank) identifier_blank (identifier_blank) identifier_blank )keyword_argument (keyword_argument (identifier_strip) identifier_strip (identifier_strip) identifier_strip )keyword_argument (keyword_argument (identifier_allowlistRegexes) identifier_allowlistRegexes (identifier_allowlistRegexes) identifier_allowlistRegexes )keyword_argument (keyword_argument (identifier_blocklistRegexes) identifier_blocklistRegexes (identifier_blocklistRegexes) identifier_blocklistRegexes )keyword_argument )argument_list )call (block (return_statement (identifier_value) identifier_value )return_statement )block )if_statement )block (except_clause (identifier_ValidationException) identifier_ValidationException (block (expression_statement (call (identifier__raiseValidationException) identifier__raiseValidationException (argument_list (binary_operator (call (identifier__) identifier__ (argument_list (string_'%r is not a valid IP address.') string_'%r is not a valid IP address.' )argument_list )call (parenthesized_expression (call (identifier__errstr) identifier__errstr (argument_list (identifier_value) identifier_value )argument_list )call )parenthesized_expression )binary_operator (identifier_excMsg) identifier_excMsg )argument_list )call )expression_statement )block )except_clause )try_statement )block )function_definition )module
Raises ValidationException if value is not an IPv4 or IPv6 address. Returns the value argument. * value (str): The value being validated as an IP address. * blank (bool): If True, a blank string will be accepted. Defaults to False. * strip (bool, str, None): If None, whitespace is stripped from value. If a str, the characters in it are stripped from value. If False, nothing is stripped. * allowlistRegexes (Sequence, None): A sequence of regex str that will explicitly pass validation, even if they aren't numbers. * blocklistRegexes (Sequence, None): A sequence of regex str or (regex_str, response_str) tuples that, if matched, will explicitly fail validation. * excMsg (str): A custom message to use in the raised ValidationException. >>> import pysimplevalidate as pysv >>> pysv.validateIP('127.0.0.1') '127.0.0.1' >>> pysv.validateIP('255.255.255.255') '255.255.255.255' >>> pysv.validateIP('256.256.256.256') Traceback (most recent call last): pysimplevalidate.ValidationException: '256.256.256.256' is not a valid IP address. >>> pysv.validateIP('1:2:3:4:5:6:7:8') '1:2:3:4:5:6:7:8' >>> pysv.validateIP('1::8') '1::8' >>> pysv.validateIP('fe80::7:8%eth0') 'fe80::7:8%eth0' >>> pysv.validateIP('::255.255.255.255') '::255.255.255.255'
(module (function_definition (function_name_get_performance_data) function_name_get_performance_data (parameters (identifier_self) identifier_self (identifier_project) identifier_project (dictionary_splat_pattern (identifier_params) identifier_params )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_results) identifier_results (call (attribute (identifier_self) identifier_self (identifier__get_json) identifier__get_json )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_PERFORMANCE_DATA_ENDPOINT) identifier_PERFORMANCE_DATA_ENDPOINT )attribute (identifier_project) identifier_project (dictionary_splat (identifier_params) identifier_params )dictionary_splat )argument_list )call )assignment )expression_statement (return_statement (dictionary_comprehension (pair (identifier_k) identifier_k (call (identifier_PerformanceSeries) identifier_PerformanceSeries (argument_list (identifier_v) identifier_v )argument_list )call )pair (for_in_clause (pattern_list (identifier_k) identifier_k (identifier_v) identifier_v )pattern_list (call (attribute (identifier_results) identifier_results (identifier_items) identifier_items )attribute (argument_list )argument_list )call )for_in_clause )dictionary_comprehension )return_statement )block )function_definition )module
Gets a dictionary of PerformanceSeries objects You can specify which signatures to get by passing signature to this function
(module (function_definition (function_name_partial) function_name_partial (parameters (identifier_self) identifier_self (identifier_fn) identifier_fn (list_splat_pattern (identifier_user_args) identifier_user_args )list_splat_pattern (dictionary_splat_pattern (identifier_user_kwargs) identifier_user_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_get_annotations) identifier_get_annotations )attribute (argument_list (identifier_fn) identifier_fn )argument_list )call )expression_statement (function_definition (function_name_lazy_injection_fn) function_name_lazy_injection_fn (parameters (list_splat_pattern (identifier_run_args) identifier_run_args )list_splat_pattern (dictionary_splat_pattern (identifier_run_kwargs) identifier_run_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_arg_pack) identifier_arg_pack (call (identifier_getattr) identifier_getattr (argument_list (identifier_lazy_injection_fn) identifier_lazy_injection_fn (string_'arg_pack') string_'arg_pack' (None) None )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_arg_pack) identifier_arg_pack (None) None )comparison_operator (block (expression_statement (assignment (pattern_list (identifier_pack_args) identifier_pack_args (identifier_pack_kwargs) identifier_pack_kwargs )pattern_list (identifier_arg_pack) identifier_arg_pack )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (pattern_list (identifier_jeni_args) identifier_jeni_args (identifier_jeni_kwargs) identifier_jeni_kwargs )pattern_list (call (attribute (identifier_self) identifier_self (identifier_prepare_callable) identifier_prepare_callable )attribute (argument_list (identifier_fn) identifier_fn (keyword_argument (identifier_partial) identifier_partial (True) True )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_pack_args) identifier_pack_args (binary_operator (identifier_jeni_args) identifier_jeni_args (identifier_user_args) identifier_user_args )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_pack_kwargs) identifier_pack_kwargs (dictionary )dictionary )assignment )expression_statement (expression_statement (call (attribute (identifier_pack_kwargs) identifier_pack_kwargs (identifier_update) identifier_update )attribute (argument_list (identifier_jeni_kwargs) identifier_jeni_kwargs )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_pack_kwargs) identifier_pack_kwargs (identifier_update) identifier_update )attribute (argument_list (identifier_user_kwargs) identifier_user_kwargs )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_lazy_injection_fn) identifier_lazy_injection_fn (identifier_arg_pack) identifier_arg_pack )attribute (tuple (identifier_pack_args) identifier_pack_args (identifier_pack_kwargs) identifier_pack_kwargs )tuple )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (identifier_final_args) identifier_final_args (binary_operator (identifier_pack_args) identifier_pack_args (identifier_run_args) identifier_run_args )binary_operator )assignment )expression_statement (expression_statement (assignment (identifier_final_kwargs) identifier_final_kwargs (dictionary )dictionary )assignment )expression_statement (expression_statement (call (attribute (identifier_final_kwargs) identifier_final_kwargs (identifier_update) identifier_update )attribute (argument_list (identifier_pack_kwargs) identifier_pack_kwargs )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_final_kwargs) identifier_final_kwargs (identifier_update) identifier_update )attribute (argument_list (identifier_run_kwargs) identifier_run_kwargs )argument_list )call )expression_statement (return_statement (call (identifier_fn) identifier_fn (argument_list (list_splat (identifier_final_args) identifier_final_args )list_splat (dictionary_splat (identifier_final_kwargs) identifier_final_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition (return_statement (identifier_lazy_injection_fn) identifier_lazy_injection_fn )return_statement )block )function_definition )module
Return function with closure to lazily inject annotated callable. Repeat calls to the resulting function will reuse injections from the first call. Positional arguments are provided in this order: 1. positional arguments provided by injector 2. positional arguments provided in `partial_fn = partial(fn, *args)` 3. positional arguments provided in `partial_fn(*args)` Keyword arguments are resolved in this order (later override earlier): 1. keyword arguments provided by injector 2. keyword arguments provided in `partial_fn = partial(fn, **kwargs)` 3. keyword arguments provided in `partial_fn(**kargs)` Note that Python function annotations (in Python 3) are injected as keyword arguments, as documented in `annotate`, which affects the argument order here. `annotate.partial` accepts arguments in same manner as this `partial`.
(module (function_definition (function_name_sample) function_name_sample (parameters (identifier_self) identifier_self (identifier_probs) identifier_probs (identifier__covs) identifier__covs (identifier_idxs) identifier_idxs (identifier_epsilons) identifier_epsilons )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier_set_distribution) identifier_set_distribution )attribute (argument_list (identifier_epsilons) identifier_epsilons )argument_list )call )expression_statement (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_distribution) identifier_distribution )attribute (identifier_sample) identifier_sample )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_loss_ratios) identifier_loss_ratios )attribute (identifier_probs) identifier_probs )argument_list )call )return_statement )block )function_definition )module
Sample the .loss_ratios with the given probabilities. :param probs: array of E' floats :param _covs: ignored, it is there only for API consistency :param idxs: array of E booleans with E >= E' :param epsilons: array of E floats :returns: array of E' probabilities
(module (function_definition (function_name_Scale) function_name_Scale (parameters (identifier_self) identifier_self (identifier_factor) identifier_factor )parameters (block (expression_statement (assignment (identifier_new) identifier_new (call (attribute (identifier_self) identifier_self (identifier_Copy) identifier_Copy )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_new) identifier_new (identifier_xs) identifier_xs )attribute (list_comprehension (binary_operator (identifier_x) identifier_x (identifier_factor) identifier_factor )binary_operator (for_in_clause (identifier_x) identifier_x (attribute (identifier_self) identifier_self (identifier_xs) identifier_xs )attribute )for_in_clause )list_comprehension )assignment )expression_statement (return_statement (identifier_new) identifier_new )return_statement )block )function_definition )module
Multiplies the xs by a factor. factor: what to multiply by
(module (function_definition (function_name_is_disconnected) function_name_is_disconnected (parameters (identifier_self) identifier_self (identifier_node_id) identifier_node_id )parameters (block (expression_statement (assignment (identifier_conn) identifier_conn (call (attribute (attribute (identifier_self) identifier_self (identifier__conns) identifier__conns )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_node_id) identifier_node_id )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_conn) identifier_conn (None) None )comparison_operator (block (return_statement (False) False )return_statement )block )if_statement (return_statement (call (attribute (identifier_conn) identifier_conn (identifier_disconnected) identifier_disconnected )attribute (argument_list )argument_list )call )return_statement )block )function_definition )module
Check whether the node connection has been disconnected or failed. A disconnected node has either been closed or has failed. Connection failures are usually transient and can be resumed in the next ready() call, but there are cases where transient failures need to be caught and re-acted upon. Arguments: node_id (int): the id of the node to check Returns: bool: True iff the node exists and is disconnected
(module (function_definition (function_name_get_fw_dev_map) function_name_get_fw_dev_map (parameters (identifier_self) identifier_self (identifier_fw_id) identifier_fw_id )parameters (block (for_statement (identifier_cnt) identifier_cnt (attribute (identifier_self) identifier_self (identifier_res) identifier_res )attribute (block (if_statement (comparison_operator (identifier_fw_id) identifier_fw_id (call (attribute (call (attribute (attribute (identifier_self) identifier_self (identifier_res) identifier_res )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_cnt) identifier_cnt )argument_list )call (identifier_get) identifier_get )attribute (argument_list (string_'fw_id_lst') string_'fw_id_lst' )argument_list )call )comparison_operator (block (return_statement (expression_list (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_res) identifier_res )attribute (identifier_cnt) identifier_cnt )subscript (identifier_get) identifier_get )attribute (argument_list (string_'obj_dict') string_'obj_dict' )argument_list )call (parenthesized_expression (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_res) identifier_res )attribute (identifier_cnt) identifier_cnt )subscript (identifier_get) identifier_get )attribute (argument_list (string_'mgmt_ip') string_'mgmt_ip' )argument_list )call )parenthesized_expression )expression_list )return_statement )block )if_statement )block )for_statement (return_statement (expression_list (None) None (None) None )expression_list )return_statement )block )function_definition )module
Return the object dict and mgmt ip for a firewall.
(module (function_definition (function_name_title) function_name_title (parameters (identifier_self) identifier_self (typed_default_parameter (identifier_gender) identifier_gender (type (generic_type (identifier_Optional) identifier_Optional (type_parameter (type (identifier_Gender) identifier_Gender )type )type_parameter )generic_type )type (None) None )typed_default_parameter (typed_default_parameter (identifier_title_type) identifier_title_type (type (generic_type (identifier_Optional) identifier_Optional (type_parameter (type (identifier_TitleType) identifier_TitleType )type )type_parameter )generic_type )type (None) None )typed_default_parameter )parameters (type (identifier_str) identifier_str )type (block (expression_statement (assignment (identifier_gender_key) identifier_gender_key (call (attribute (identifier_self) identifier_self (identifier__validate_enum) identifier__validate_enum )attribute (argument_list (identifier_gender) identifier_gender (identifier_Gender) identifier_Gender )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_title_key) identifier_title_key (call (attribute (identifier_self) identifier_self (identifier__validate_enum) identifier__validate_enum )attribute (argument_list (identifier_title_type) identifier_title_type (identifier_TitleType) identifier_TitleType )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_titles) identifier_titles (subscript (subscript (subscript (attribute (identifier_self) identifier_self (identifier__data) identifier__data )attribute (string_'title') string_'title' )subscript (identifier_gender_key) identifier_gender_key )subscript (identifier_title_key) identifier_title_key )subscript )assignment )expression_statement (return_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_random) identifier_random )attribute (identifier_choice) identifier_choice )attribute (argument_list (identifier_titles) identifier_titles )argument_list )call )return_statement )block )function_definition )module
Generate a random title for name. You can generate random prefix or suffix for name using this method. :param gender: The gender. :param title_type: TitleType enum object. :return: The title. :raises NonEnumerableError: if gender or title_type in incorrect format. :Example: PhD.
(module (function_definition (function_name_line) function_name_line (parameters (identifier_loc) identifier_loc (identifier_strg) identifier_strg )parameters (block (expression_statement (assignment (identifier_lastCR) identifier_lastCR (call (attribute (identifier_strg) identifier_strg (identifier_rfind) identifier_rfind )attribute (argument_list (string_"\n") string_"\n" (integer_0) integer_0 (identifier_loc) identifier_loc )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_nextCR) identifier_nextCR (call (attribute (identifier_strg) identifier_strg (identifier_find) identifier_find )attribute (argument_list (string_"\n") string_"\n" (identifier_loc) identifier_loc )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_nextCR) identifier_nextCR (integer_0) integer_0 )comparison_operator (block (return_statement (subscript (identifier_strg) identifier_strg (slice (binary_operator (identifier_lastCR) identifier_lastCR (integer_1) integer_1 )binary_operator (colon) colon (identifier_nextCR) identifier_nextCR )slice )subscript )return_statement )block (else_clause (block (return_statement (subscript (identifier_strg) identifier_strg (slice (binary_operator (identifier_lastCR) identifier_lastCR (integer_1) integer_1 )binary_operator (colon) colon )slice )subscript )return_statement )block )else_clause )if_statement )block )function_definition )module
Returns the line of text containing loc within a string, counting newlines as line separators.
(module (function_definition (function_name_close) function_name_close (parameters (identifier_self) identifier_self (typed_default_parameter (identifier_code) identifier_code (type (identifier_int) identifier_int )type (None) None )typed_default_parameter (typed_default_parameter (identifier_reason) identifier_reason (type (identifier_str) identifier_str )type (None) None )typed_default_parameter )parameters (type (None) None )type (block (if_statement (attribute (identifier_self) identifier_self (identifier_ws_connection) identifier_ws_connection )attribute (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_ws_connection) identifier_ws_connection )attribute (identifier_close) identifier_close )attribute (argument_list (identifier_code) identifier_code (identifier_reason) identifier_reason )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_ws_connection) identifier_ws_connection )attribute (None) None )assignment )expression_statement )block )if_statement )block )function_definition )module
Closes this Web Socket. Once the close handshake is successful the socket will be closed. ``code`` may be a numeric status code, taken from the values defined in `RFC 6455 section 7.4.1 <https://tools.ietf.org/html/rfc6455#section-7.4.1>`_. ``reason`` may be a textual message about why the connection is closing. These values are made available to the client, but are not otherwise interpreted by the websocket protocol. .. versionchanged:: 4.0 Added the ``code`` and ``reason`` arguments.
(module (function_definition (function_name_quoted_split) function_name_quoted_split (parameters (identifier_string) identifier_string (identifier_sep) identifier_sep (default_parameter (identifier_quotes) identifier_quotes (string_'"') string_'"' )default_parameter )parameters (block (expression_statement (assignment (identifier_start) identifier_start (None) None )assignment )expression_statement (expression_statement (assignment (identifier_escape) identifier_escape (False) False )assignment )expression_statement (expression_statement (assignment (identifier_quote) identifier_quote (False) False )assignment )expression_statement (for_statement (pattern_list (identifier_i) identifier_i (identifier_c) identifier_c )pattern_list (call (identifier_enumerate) identifier_enumerate (argument_list (identifier_string) identifier_string )argument_list )call (block (if_statement (comparison_operator (identifier_start) identifier_start (None) None )comparison_operator (block (expression_statement (assignment (identifier_start) identifier_start (identifier_i) identifier_i )assignment )expression_statement )block )if_statement (if_statement (identifier_escape) identifier_escape (block (expression_statement (assignment (identifier_escape) identifier_escape (False) False )assignment )expression_statement )block (elif_clause (identifier_quote) identifier_quote (block (if_statement (comparison_operator (identifier_c) identifier_c (string_'\\') string_'\\' )comparison_operator (block (expression_statement (assignment (identifier_escape) identifier_escape (True) True )assignment )expression_statement )block (elif_clause (comparison_operator (identifier_c) identifier_c (identifier_quote) identifier_quote )comparison_operator (block (expression_statement (assignment (identifier_quote) identifier_quote (False) False )assignment )expression_statement )block )elif_clause )if_statement )block )elif_clause (elif_clause (comparison_operator (identifier_c) identifier_c (identifier_sep) identifier_sep )comparison_operator (block (expression_statement (yield (subscript (identifier_string) identifier_string (slice (identifier_start) identifier_start (colon) colon (identifier_i) identifier_i )slice )subscript )yield )expression_statement (expression_statement (assignment (identifier_start) identifier_start (None) None )assignment )expression_statement )block )elif_clause (elif_clause (comparison_operator (identifier_c) identifier_c (identifier_quotes) identifier_quotes )comparison_operator (block (expression_statement (assignment (identifier_quote) identifier_quote (identifier_c) identifier_c )assignment )expression_statement )block )elif_clause )if_statement )block )for_statement (if_statement (comparison_operator (identifier_start) identifier_start (None) None )comparison_operator (block (expression_statement (yield (subscript (identifier_string) identifier_string (slice (identifier_start) identifier_start (colon) colon )slice )subscript )yield )expression_statement )block )if_statement )block )function_definition )module
Split a string on the given separation character, but respecting double-quoted sections of the string. Returns an iterator. :param string: The string to split. :param sep: The character separating sections of the string. :param quotes: A string specifying all legal quote characters. :returns: An iterator which will iterate over each element of the string separated by the designated separator.
(module (function_definition (function_name_file_mtime) function_name_file_mtime (parameters (identifier_file_path) identifier_file_path )parameters (block (if_statement (not_operator (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_isfile) identifier_isfile )attribute (argument_list (identifier_file_path) identifier_file_path )argument_list )call )not_operator (block (raise_statement (call (identifier_IOError) identifier_IOError (argument_list (binary_operator (string_'File "%s" does not exist.') string_'File "%s" does not exist.' (identifier_file_path) identifier_file_path )binary_operator )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_ut) identifier_ut (call (attribute (call (attribute (identifier_subprocess) identifier_subprocess (identifier_check_output) identifier_check_output )attribute (argument_list (list (string_'git') string_'git' (string_'log') string_'log' (string_'-1') string_'-1' (string_'--format=%ct') string_'--format=%ct' (identifier_file_path) identifier_file_path )list )argument_list )call (identifier_strip) identifier_strip )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_datetime) identifier_datetime (identifier_fromtimestamp) identifier_fromtimestamp )attribute (argument_list (call (identifier_int) identifier_int (argument_list (identifier_ut) identifier_ut )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Returns the file modified time. This is with regards to the last modification the file has had in the droopescan repo, rather than actual file modification time in the filesystem. @param file_path: file path relative to the executable. @return datetime.datetime object.
(module (function_definition (function_name_DeserializeMessage) function_name_DeserializeMessage (parameters (identifier_self) identifier_self (identifier_response_type) identifier_response_type (identifier_data) identifier_data )parameters (block (try_statement (block (expression_statement (assignment (identifier_message) identifier_message (call (attribute (identifier_encoding) identifier_encoding (identifier_JsonToMessage) identifier_JsonToMessage )attribute (argument_list (identifier_response_type) identifier_response_type (identifier_data) identifier_data )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (tuple (attribute (identifier_exceptions) identifier_exceptions (identifier_InvalidDataFromServerError) identifier_InvalidDataFromServerError )attribute (attribute (identifier_messages) identifier_messages (identifier_ValidationError) identifier_ValidationError )attribute (identifier_ValueError) identifier_ValueError )tuple (as_pattern_target (identifier_e) identifier_e )as_pattern_target )as_pattern (block (raise_statement (call (attribute (identifier_exceptions) identifier_exceptions (identifier_InvalidDataFromServerError) identifier_InvalidDataFromServerError )attribute (argument_list (binary_operator (string_'Error decoding response "%s" as type %s: %s') string_'Error decoding response "%s" as type %s: %s' (tuple (identifier_data) identifier_data (attribute (identifier_response_type) identifier_response_type (identifier___name__) identifier___name__ )attribute (identifier_e) identifier_e )tuple )binary_operator )argument_list )call )raise_statement )block )except_clause )try_statement (return_statement (identifier_message) identifier_message )return_statement )block )function_definition )module
Deserialize the given data as method_config.response_type.
(module (function_definition (function_name_overwrite_docs) function_name_overwrite_docs (parameters (identifier_self) identifier_self (identifier_doc) identifier_doc )parameters (block (for_statement (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (call (identifier_len) identifier_len (argument_list (attribute (identifier_self) identifier_self (identifier_docstring) identifier_docstring )attribute )argument_list )call )argument_list )call (block (if_statement (parenthesized_expression (boolean_operator (comparison_operator (attribute (subscript (attribute (identifier_self) identifier_self (identifier_docstring) identifier_docstring )attribute (identifier_i) identifier_i )subscript (identifier_doctype) identifier_doctype )attribute (attribute (identifier_doc) identifier_doc (identifier_doctype) identifier_doctype )attribute )comparison_operator (comparison_operator (attribute (subscript (attribute (identifier_self) identifier_self (identifier_docstring) identifier_docstring )attribute (identifier_i) identifier_i )subscript (identifier_pointsto) identifier_pointsto )attribute (attribute (identifier_doc) identifier_doc (identifier_pointsto) identifier_pointsto )attribute )comparison_operator )boolean_operator )parenthesized_expression (block (delete_statement (subscript (attribute (identifier_self) identifier_self (identifier_docstring) identifier_docstring )attribute (identifier_i) identifier_i )subscript )delete_statement (break_statement )break_statement )block )if_statement )block )for_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_docstring) identifier_docstring )attribute (identifier_append) identifier_append )attribute (argument_list (identifier_doc) identifier_doc )argument_list )call )expression_statement )block )function_definition )module
Adds the specified DocElement to the docstring list. However, if an element with the same xml tag and pointsto value already exists, it will be overwritten.
(module (function_definition (function_name_start) function_name_start (parameters (identifier_self) identifier_self (identifier_device) identifier_device )parameters (block (expression_statement (call (attribute (call (identifier_super) identifier_super (argument_list (identifier_NativeBLEVirtualInterface) identifier_NativeBLEVirtualInterface (identifier_self) identifier_self )argument_list )call (identifier_start) identifier_start )attribute (argument_list (identifier_device) identifier_device )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_set_advertising) identifier_set_advertising )attribute (argument_list (True) True )argument_list )call )expression_statement )block )function_definition )module
Start serving access to this VirtualIOTileDevice Args: device (VirtualIOTileDevice): The device we will be providing access to
(module (function_definition (function_name_get_all_project_owners) function_name_get_all_project_owners (parameters (default_parameter (identifier_project_ids) identifier_project_ids (None) None )default_parameter (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_projowner_qry) identifier_projowner_qry (call (attribute (attribute (identifier_db) identifier_db (identifier_DBSession) identifier_DBSession )attribute (identifier_query) identifier_query )attribute (argument_list (identifier_ProjectOwner) identifier_ProjectOwner )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_project_ids) identifier_project_ids (None) None )comparison_operator (block (expression_statement (assignment (identifier_projowner_qry) identifier_projowner_qry (call (attribute (identifier_projowner_qry) identifier_projowner_qry (identifier_filter) identifier_filter )attribute (argument_list (call (attribute (attribute (identifier_ProjectOwner) identifier_ProjectOwner (identifier_project_id) identifier_project_id )attribute (identifier_in_) identifier_in_ )attribute (argument_list (identifier_project_ids) identifier_project_ids )argument_list )call )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_project_owners_i) identifier_project_owners_i (call (attribute (identifier_projowner_qry) identifier_projowner_qry (identifier_all) identifier_all )attribute (argument_list )argument_list )call )assignment )expression_statement (return_statement (list_comprehension (call (identifier_JSONObject) identifier_JSONObject (argument_list (identifier_project_owner_i) identifier_project_owner_i )argument_list )call (for_in_clause (identifier_project_owner_i) identifier_project_owner_i (identifier_project_owners_i) identifier_project_owners_i )for_in_clause )list_comprehension )return_statement )block )function_definition )module
Get the project owner entries for all the requested projects. If the project_ids argument is None, return all the owner entries for ALL projects
(module (function_definition (function_name_process_order) function_name_process_order (parameters (identifier_self) identifier_self (identifier_order) identifier_order )parameters (block (try_statement (block (expression_statement (assignment (identifier_dt_orders) identifier_dt_orders (subscript (attribute (identifier_self) identifier_self (identifier__orders_by_modified) identifier__orders_by_modified )attribute (attribute (identifier_order) identifier_order (identifier_dt) identifier_dt )attribute )subscript )assignment )expression_statement )block (except_clause (identifier_KeyError) identifier_KeyError (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__orders_by_modified) identifier__orders_by_modified )attribute (attribute (identifier_order) identifier_order (identifier_dt) identifier_dt )attribute )subscript (call (identifier_OrderedDict) identifier_OrderedDict (argument_list (list (tuple (attribute (identifier_order) identifier_order (identifier_id) identifier_id )attribute (identifier_order) identifier_order )tuple )list )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__orders_by_id) identifier__orders_by_id )attribute (attribute (identifier_order) identifier_order (identifier_id) identifier_id )attribute )subscript (identifier_order) identifier_order )assignment )expression_statement )block )except_clause (else_clause (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier__orders_by_id) identifier__orders_by_id )attribute (attribute (identifier_order) identifier_order (identifier_id) identifier_id )attribute )subscript (assignment (subscript (identifier_dt_orders) identifier_dt_orders (attribute (identifier_order) identifier_order (identifier_id) identifier_id )attribute )subscript (identifier_order) identifier_order )assignment )assignment )expression_statement (expression_statement (call (identifier_move_to_end) identifier_move_to_end (argument_list (identifier_dt_orders) identifier_dt_orders (attribute (identifier_order) identifier_order (identifier_id) identifier_id )attribute (keyword_argument (identifier_last) identifier_last (True) True )keyword_argument )argument_list )call )expression_statement )block )else_clause )try_statement (expression_statement (call (identifier_move_to_end) identifier_move_to_end (argument_list (attribute (identifier_self) identifier_self (identifier__orders_by_id) identifier__orders_by_id )attribute (attribute (identifier_order) identifier_order (identifier_id) identifier_id )attribute (keyword_argument (identifier_last) identifier_last (True) True )keyword_argument )argument_list )call )expression_statement )block )function_definition )module
Keep track of an order that was placed. Parameters ---------- order : zp.Order The order to record.
(module (function_definition (function_name_service_list) function_name_service_list (parameters )parameters (block (expression_statement (assignment (identifier_r) identifier_r (call (attribute (attribute (attribute (identifier_salt) identifier_salt (identifier_utils) identifier_utils )attribute (identifier_http) identifier_http )attribute (identifier_query) identifier_query )attribute (argument_list (binary_operator (subscript (identifier_DETAILS) identifier_DETAILS (string_'url') string_'url' )subscript (string_'service/list') string_'service/list' )binary_operator (keyword_argument (identifier_decode_type) identifier_decode_type (string_'json') string_'json' )keyword_argument (keyword_argument (identifier_decode) identifier_decode (True) True )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (subscript (identifier_r) identifier_r (string_'dict') string_'dict' )subscript )return_statement )block )function_definition )module
List "services" on the REST server
(module (function_definition (function_name__depth_first_search) function_name__depth_first_search (parameters (identifier_self) identifier_self (identifier_target_id) identifier_target_id (identifier_layer_id_list) identifier_layer_id_list (identifier_node_list) identifier_node_list )parameters (block (assert_statement (comparison_operator (call (identifier_len) identifier_len (argument_list (identifier_node_list) identifier_node_list )argument_list )call (attribute (identifier_self) identifier_self (identifier_n_nodes) identifier_n_nodes )attribute )comparison_operator )assert_statement (expression_statement (assignment (identifier_u) identifier_u (subscript (identifier_node_list) identifier_node_list (unary_operator (integer_1) integer_1 )unary_operator )subscript )assignment )expression_statement (if_statement (comparison_operator (identifier_u) identifier_u (identifier_target_id) identifier_target_id )comparison_operator (block (return_statement (True) True )return_statement )block )if_statement (for_statement (pattern_list (identifier_v) identifier_v (identifier_layer_id) identifier_layer_id )pattern_list (subscript (attribute (identifier_self) identifier_self (identifier_adj_list) identifier_adj_list )attribute (identifier_u) identifier_u )subscript (block (expression_statement (call (attribute (identifier_layer_id_list) identifier_layer_id_list (identifier_append) identifier_append )attribute (argument_list (identifier_layer_id) identifier_layer_id )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_node_list) identifier_node_list (identifier_append) identifier_append )attribute (argument_list (identifier_v) identifier_v )argument_list )call )expression_statement (if_statement (call (attribute (identifier_self) identifier_self (identifier__depth_first_search) identifier__depth_first_search )attribute (argument_list (identifier_target_id) identifier_target_id (identifier_layer_id_list) identifier_layer_id_list (identifier_node_list) identifier_node_list )argument_list )call (block (return_statement (True) True )return_statement )block )if_statement (expression_statement (call (attribute (identifier_layer_id_list) identifier_layer_id_list (identifier_pop) identifier_pop )attribute (argument_list )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_node_list) identifier_node_list (identifier_pop) identifier_pop )attribute (argument_list )argument_list )call )expression_statement )block )for_statement (return_statement (False) False )return_statement )block )function_definition )module
Search for all the layers and nodes down the path. A recursive function to search all the layers and nodes between the node in the node_list and the node with target_id.
(module (function_definition (function_name_calc_qdga2_v1) function_name_calc_qdga2_v1 (parameters (identifier_self) identifier_self )parameters (block (expression_statement (assignment (identifier_der) identifier_der (attribute (attribute (attribute (identifier_self) identifier_self (identifier_parameters) identifier_parameters )attribute (identifier_derived) identifier_derived )attribute (identifier_fastaccess) identifier_fastaccess )attribute )assignment )expression_statement (expression_statement (assignment (identifier_old) identifier_old (attribute (attribute (attribute (identifier_self) identifier_self (identifier_sequences) identifier_sequences )attribute (identifier_states) identifier_states )attribute (identifier_fastaccess_old) identifier_fastaccess_old )attribute )assignment )expression_statement (expression_statement (assignment (identifier_new) identifier_new (attribute (attribute (attribute (identifier_self) identifier_self (identifier_sequences) identifier_sequences )attribute (identifier_states) identifier_states )attribute (identifier_fastaccess_new) identifier_fastaccess_new )attribute )assignment )expression_statement (if_statement (comparison_operator (attribute (identifier_der) identifier_der (identifier_kd2) identifier_kd2 )attribute (float_0.) float_0. )comparison_operator (block (expression_statement (assignment (attribute (identifier_new) identifier_new (identifier_qdga2) identifier_qdga2 )attribute (attribute (identifier_new) identifier_new (identifier_qdgz2) identifier_qdgz2 )attribute )assignment )expression_statement )block (elif_clause (comparison_operator (attribute (identifier_der) identifier_der (identifier_kd2) identifier_kd2 )attribute (float_1e200) float_1e200 )comparison_operator (block (expression_statement (assignment (attribute (identifier_new) identifier_new (identifier_qdga2) identifier_qdga2 )attribute (binary_operator (binary_operator (attribute (identifier_old) identifier_old (identifier_qdga2) identifier_qdga2 )attribute (attribute (identifier_new) identifier_new (identifier_qdgz2) identifier_qdgz2 )attribute )binary_operator (attribute (identifier_old) identifier_old (identifier_qdgz2) identifier_qdgz2 )attribute )binary_operator )assignment )expression_statement )block )elif_clause (else_clause (block (expression_statement (assignment (identifier_d_temp) identifier_d_temp (parenthesized_expression (binary_operator (float_1.) float_1. (call (attribute (identifier_modelutils) identifier_modelutils (identifier_exp) identifier_exp )attribute (argument_list (binary_operator (unary_operator (float_1.) float_1. )unary_operator (attribute (identifier_der) identifier_der (identifier_kd2) identifier_kd2 )attribute )binary_operator )argument_list )call )binary_operator )parenthesized_expression )assignment )expression_statement (expression_statement (assignment (attribute (identifier_new) identifier_new (identifier_qdga2) identifier_qdga2 )attribute (parenthesized_expression (binary_operator (binary_operator (attribute (identifier_old) identifier_old (identifier_qdga2) identifier_qdga2 )attribute (binary_operator (parenthesized_expression (binary_operator (attribute (identifier_old) identifier_old (identifier_qdgz2) identifier_qdgz2 )attribute (attribute (identifier_old) identifier_old (identifier_qdga2) identifier_qdga2 )attribute )binary_operator )parenthesized_expression (identifier_d_temp) identifier_d_temp )binary_operator )binary_operator (binary_operator (parenthesized_expression (binary_operator (attribute (identifier_new) identifier_new (identifier_qdgz2) identifier_qdgz2 )attribute (attribute (identifier_old) identifier_old (identifier_qdgz2) identifier_qdgz2 )attribute )binary_operator )parenthesized_expression (parenthesized_expression (binary_operator (float_1.) float_1. (binary_operator (attribute (identifier_der) identifier_der (identifier_kd2) identifier_kd2 )attribute (identifier_d_temp) identifier_d_temp )binary_operator )binary_operator )parenthesized_expression )binary_operator )binary_operator )parenthesized_expression )assignment )expression_statement )block )else_clause )if_statement )block )function_definition )module
Perform the runoff concentration calculation for "fast" direct runoff. The working equation is the analytical solution of the linear storage equation under the assumption of constant change in inflow during the simulation time step. Required derived parameter: |KD2| Required state sequence: |QDGZ2| Calculated state sequence: |QDGA2| Basic equation: :math:`QDGA2_{neu} = QDGA2_{alt} + (QDGZ2_{alt}-QDGA2_{alt}) \\cdot (1-exp(-KD2^{-1})) + (QDGZ2_{neu}-QDGZ2_{alt}) \\cdot (1-KD2\\cdot(1-exp(-KD2^{-1})))` Examples: A normal test case: >>> from hydpy.models.lland import * >>> parameterstep() >>> derived.kd2(0.1) >>> states.qdgz2.old = 2.0 >>> states.qdgz2.new = 4.0 >>> states.qdga2.old = 3.0 >>> model.calc_qdga2_v1() >>> states.qdga2 qdga2(3.800054) First extreme test case (zero division is circumvented): >>> derived.kd2(0.0) >>> model.calc_qdga2_v1() >>> states.qdga2 qdga2(4.0) Second extreme test case (numerical overflow is circumvented): >>> derived.kd2(1e500) >>> model.calc_qdga2_v1() >>> states.qdga2 qdga2(5.0)
(module (function_definition (function_name_untrack) function_name_untrack (parameters (identifier_context) identifier_context (identifier_file_names) identifier_file_names )parameters (block (expression_statement (call (attribute (attribute (identifier_context) identifier_context (identifier_obj) identifier_obj )attribute (identifier_find_repo_type) identifier_find_repo_type )attribute (argument_list )argument_list )call )expression_statement (for_statement (identifier_fn) identifier_fn (identifier_file_names) identifier_file_names (block (if_statement (comparison_operator (attribute (attribute (identifier_context) identifier_context (identifier_obj) identifier_obj )attribute (identifier_vc_name) identifier_vc_name )attribute (string_'git') string_'git' )comparison_operator (block (expression_statement (call (attribute (attribute (identifier_context) identifier_context (identifier_obj) identifier_obj )attribute (identifier_call) identifier_call )attribute (argument_list (list (string_'git') string_'git' (string_'rm') string_'rm' (string_'--cached') string_'--cached' (identifier_fn) identifier_fn )list )argument_list )call )expression_statement )block (elif_clause (comparison_operator (attribute (attribute (identifier_context) identifier_context (identifier_obj) identifier_obj )attribute (identifier_vc_name) identifier_vc_name )attribute (string_'hg') string_'hg' )comparison_operator (block (expression_statement (call (attribute (attribute (identifier_context) identifier_context (identifier_obj) identifier_obj )attribute (identifier_call) identifier_call )attribute (argument_list (list (string_'hg') string_'hg' (string_'forget') string_'forget' (identifier_fn) identifier_fn )list )argument_list )call )expression_statement )block )elif_clause )if_statement )block )for_statement )block )function_definition )module
Forget about tracking each file in the list file_names Tracking does not create or delete the actual file, it only tells the version control system whether to maintain versions (to keep track) of the file.
(module (function_definition (function_name_update_bgp_peer) function_name_update_bgp_peer (parameters (identifier_self) identifier_self (identifier_bgp_peer_id) identifier_bgp_peer_id (default_parameter (identifier_body) identifier_body (None) None )default_parameter )parameters (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_put) identifier_put )attribute (argument_list (binary_operator (attribute (identifier_self) identifier_self (identifier_bgp_peer_path) identifier_bgp_peer_path )attribute (identifier_bgp_peer_id) identifier_bgp_peer_id )binary_operator (keyword_argument (identifier_body) identifier_body (identifier_body) identifier_body )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Update a BGP peer.
(module (function_definition (function_name_get_sunrise_time) function_name_get_sunrise_time (parameters (identifier_self) identifier_self (default_parameter (identifier_timeformat) identifier_timeformat (string_'unix') string_'unix' )default_parameter )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier__sunrise_time) identifier__sunrise_time )attribute (None) None )comparison_operator (block (return_statement (None) None )return_statement )block )if_statement (return_statement (call (attribute (identifier_timeformatutils) identifier_timeformatutils (identifier_timeformat) identifier_timeformat )attribute (argument_list (attribute (identifier_self) identifier_self (identifier__sunrise_time) identifier__sunrise_time )attribute (identifier_timeformat) identifier_timeformat )argument_list )call )return_statement )block )function_definition )module
Returns the GMT time of sunrise :param timeformat: the format for the time value. May be: '*unix*' (default) for UNIX time or '*iso*' for ISO8601-formatted string in the format ``YYYY-MM-DD HH:MM:SS+00`` :type timeformat: str :returns: an int or a str or None :raises: ValueError
(module (function_definition (function_name_build_vec) function_name_build_vec (parameters (identifier_self) identifier_self )parameters (block (for_statement (identifier_item) identifier_item (identifier_all_calls) identifier_all_calls (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier___dict__) identifier___dict__ )attribute (identifier_item) identifier_item )subscript (list )list )assignment )expression_statement )block )for_statement (for_statement (identifier_dev) identifier_dev (attribute (identifier_self) identifier_self (identifier_devices) identifier_devices )attribute (block (for_statement (identifier_item) identifier_item (identifier_all_calls) identifier_all_calls (block (if_statement (comparison_operator (attribute (subscript (attribute (attribute (identifier_self) identifier_self (identifier_system) identifier_system )attribute (identifier___dict__) identifier___dict__ )attribute (identifier_dev) identifier_dev )subscript (identifier_n) identifier_n )attribute (integer_0) integer_0 )comparison_operator (block (expression_statement (assignment (identifier_val) identifier_val (False) False )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_val) identifier_val (call (attribute (attribute (subscript (attribute (attribute (identifier_self) identifier_self (identifier_system) identifier_system )attribute (identifier___dict__) identifier___dict__ )attribute (identifier_dev) identifier_dev )subscript (identifier_calls) identifier_calls )attribute (identifier_get) identifier_get )attribute (argument_list (identifier_item) identifier_item (False) False )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (expression_statement (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier___dict__) identifier___dict__ )attribute (identifier_item) identifier_item )subscript (identifier_append) identifier_append )attribute (argument_list (identifier_val) identifier_val )argument_list )call )expression_statement )block )for_statement )block )for_statement )block )function_definition )module
build call validity vector for each device
(module (function_definition (function_name__pdf) function_name__pdf (parameters (identifier_self) identifier_self (identifier_phi) identifier_phi )parameters (block (expression_statement (assignment (identifier_pdf) identifier_pdf (call (attribute (identifier_np) identifier_np (identifier_inner) identifier_inner )attribute (argument_list (attribute (identifier_self) identifier_self (identifier__vn) identifier__vn )attribute (call (attribute (identifier_np) identifier_np (identifier_cos) identifier_cos )attribute (argument_list (call (attribute (identifier_np) identifier_np (identifier_outer) identifier_outer )attribute (argument_list (identifier_phi) identifier_phi (attribute (identifier_self) identifier_self (identifier__n) identifier__n )attribute )argument_list )call )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (augmented_assignment (identifier_pdf) identifier_pdf (float_2.) float_2. )augmented_assignment )expression_statement (expression_statement (augmented_assignment (identifier_pdf) identifier_pdf (float_1.) float_1. )augmented_assignment )expression_statement (return_statement (identifier_pdf) identifier_pdf )return_statement )block )function_definition )module
Evaluate the _unnormalized_ flow PDF.
(module (function_definition (function_name_get_projected_player_game_stats_by_team) function_name_get_projected_player_game_stats_by_team (parameters (identifier_self) identifier_self (identifier_season) identifier_season (identifier_week) identifier_week (identifier_team_id) identifier_team_id )parameters (block (expression_statement (assignment (identifier_result) identifier_result (call (attribute (identifier_self) identifier_self (identifier__method_call) identifier__method_call )attribute (argument_list (string_"PlayerGameProjectionStatsByTeam/{season}/{week}/{team_id}") string_"PlayerGameProjectionStatsByTeam/{season}/{week}/{team_id}" (string_"projections") string_"projections" (keyword_argument (identifier_season) identifier_season (identifier_season) identifier_season )keyword_argument (keyword_argument (identifier_week) identifier_week (identifier_week) identifier_week )keyword_argument (keyword_argument (identifier_team_id) identifier_team_id (identifier_team_id) identifier_team_id )keyword_argument )argument_list )call )assignment )expression_statement (return_statement (identifier_result) identifier_result )return_statement )block )function_definition )module
Projected Player Game Stats by Team
(module (function_definition (function_name_mask_image_data) function_name_mask_image_data (parameters (identifier_data) identifier_data )parameters (block (if_statement (comparison_operator (attribute (attribute (identifier_data) identifier_data (identifier_bands) identifier_bands )attribute (identifier_size) identifier_size )attribute (tuple (integer_2) integer_2 (integer_4) integer_4 )tuple )comparison_operator (block (if_statement (not_operator (call (attribute (identifier_np) identifier_np (identifier_issubdtype) identifier_issubdtype )attribute (argument_list (attribute (identifier_data) identifier_data (identifier_dtype) identifier_dtype )attribute (attribute (identifier_np) identifier_np (identifier_integer) identifier_integer )attribute )argument_list )call )not_operator (block (raise_statement (call (identifier_ValueError) identifier_ValueError (argument_list (string_"Only integer datatypes can be used as a mask.") string_"Only integer datatypes can be used as a mask." )argument_list )call )raise_statement )block )if_statement (expression_statement (assignment (identifier_mask) identifier_mask (comparison_operator (subscript (attribute (identifier_data) identifier_data (identifier_data) identifier_data )attribute (unary_operator (integer_1) integer_1 )unary_operator (slice (colon) colon )slice (slice (colon) colon )slice )subscript (attribute (call (attribute (identifier_np) identifier_np (identifier_iinfo) identifier_iinfo )attribute (argument_list (attribute (identifier_data) identifier_data (identifier_dtype) identifier_dtype )attribute )argument_list )call (identifier_min) identifier_min )attribute )comparison_operator )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (call (attribute (identifier_data) identifier_data (identifier_astype) identifier_astype )attribute (argument_list (attribute (identifier_np) identifier_np (identifier_float64) identifier_float64 )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_masked_data) identifier_masked_data (call (attribute (identifier_da) identifier_da (identifier_stack) identifier_stack )attribute (argument_list (list_comprehension (call (attribute (identifier_da) identifier_da (identifier_where) identifier_where )attribute (argument_list (identifier_mask) identifier_mask (attribute (identifier_np) identifier_np (identifier_nan) identifier_nan )attribute (subscript (attribute (identifier_data) identifier_data (identifier_data) identifier_data )attribute (identifier_i) identifier_i (slice (colon) colon )slice (slice (colon) colon )slice )subscript )argument_list )call (for_in_clause (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (subscript (attribute (identifier_data) identifier_data (identifier_shape) identifier_shape )attribute (integer_0) integer_0 )subscript )argument_list )call )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_data) identifier_data (identifier_data) identifier_data )attribute (identifier_masked_data) identifier_masked_data )assignment )expression_statement (expression_statement (assignment (identifier_data) identifier_data (call (attribute (identifier_data) identifier_data (identifier_sel) identifier_sel )attribute (argument_list (keyword_argument (identifier_bands) identifier_bands (subscript (identifier_BANDS) identifier_BANDS (binary_operator (attribute (attribute (identifier_data) identifier_data (identifier_bands) identifier_bands )attribute (identifier_size) identifier_size )attribute (integer_1) integer_1 )binary_operator )subscript )keyword_argument )argument_list )call )assignment )expression_statement )block )if_statement (return_statement (identifier_data) identifier_data )return_statement )block )function_definition )module
Mask image data if alpha channel is present.
(module (function_definition (function_name_validate_format) function_name_validate_format (parameters (identifier_self) identifier_self (identifier_allowed_formats) identifier_allowed_formats )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_format) identifier_format )attribute (identifier_allowed_formats) identifier_allowed_formats )comparison_operator (block (return_statement )return_statement )block )if_statement (expression_statement (call (attribute (identifier_ui) identifier_ui (identifier_error) identifier_error )attribute (argument_list (call (attribute (concatenated_string (string_"Export type '{0}' does not accept '{1}' format, only: ") string_"Export type '{0}' does not accept '{1}' format, only: " (string_"{2}") string_"{2}" )concatenated_string (identifier_format) identifier_format )attribute (argument_list (attribute (identifier_self) identifier_self (identifier_type) identifier_type )attribute (attribute (identifier_self) identifier_self (identifier_format) identifier_format )attribute (identifier_allowed_formats) identifier_allowed_formats )argument_list )call )argument_list )call )expression_statement (expression_statement (call (attribute (identifier_sys) identifier_sys (identifier_exit) identifier_exit )attribute (argument_list (integer_1) integer_1 )argument_list )call )expression_statement )block )function_definition )module
Validate the allowed formats for a specific type.
(module (function_definition (function_name_to_base64) function_name_to_base64 (parameters (identifier_self) identifier_self (default_parameter (identifier_skip) identifier_skip (tuple )tuple )default_parameter )parameters (block (return_statement (call (attribute (identifier_base64) identifier_base64 (identifier_b64encode) identifier_b64encode )attribute (argument_list (call (identifier_ensure_bytes) identifier_ensure_bytes (argument_list (call (attribute (identifier_self) identifier_self (identifier_to_json) identifier_to_json )attribute (argument_list (keyword_argument (identifier_skip) identifier_skip (identifier_skip) identifier_skip )keyword_argument )argument_list )call (keyword_argument (identifier_encoding) identifier_encoding (string_'utf-8') string_'utf-8' )keyword_argument )argument_list )call )argument_list )call )return_statement )block )function_definition )module
Construct from base64-encoded JSON.
(module (function_definition (function_name_set) function_name_set (parameters (identifier_self) identifier_self (identifier_id) identifier_id (identifier_param) identifier_param (identifier_value) identifier_value )parameters (block (assert_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_id) identifier_id (identifier_basestring) identifier_basestring )argument_list )call )assert_statement (assert_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_param) identifier_param (identifier_basestring) identifier_basestring )argument_list )call )assert_statement (assert_statement (call (identifier_is_iterable_typed) identifier_is_iterable_typed (argument_list (identifier_value) identifier_value (identifier_basestring) identifier_basestring )argument_list )call )assert_statement (expression_statement (assignment (subscript (call (attribute (attribute (identifier_self) identifier_self (identifier_params_) identifier_params_ )attribute (identifier_setdefault) identifier_setdefault )attribute (argument_list (identifier_param) identifier_param (dictionary )dictionary )argument_list )call (identifier_id) identifier_id )subscript (identifier_value) identifier_value )assignment )expression_statement )block )function_definition )module
Sets the value of a configuration parameter.
(module (function_definition (function_name_child) function_name_child (parameters (identifier_self) identifier_self )parameters (block (return_statement (conditional_expression (subscript (attribute (attribute (identifier_self) identifier_self (identifier_stream) identifier_stream )attribute (identifier_directory) identifier_directory )attribute (attribute (identifier_self) identifier_self (identifier_child_id) identifier_child_id )attribute )subscript (line_continuation_\) line_continuation_\ (comparison_operator (attribute (identifier_self) identifier_self (identifier_child_id) identifier_child_id )attribute (identifier_NOSTREAM) identifier_NOSTREAM )comparison_operator (None) None )conditional_expression )return_statement )block )function_definition )module
Root entry object has only one child entry and no siblings.
(module (function_definition (function_name_iter) function_name_iter (parameters (identifier_self) identifier_self (identifier_query) identifier_query (list_splat_pattern (identifier_parameters) identifier_parameters )list_splat_pattern (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_cursor) identifier_cursor (call (attribute (identifier_self) identifier_self (identifier__cursor) identifier__cursor )attribute (argument_list )argument_list )call )assignment )expression_statement (try_statement (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__execute) identifier__execute )attribute (argument_list (identifier_cursor) identifier_cursor (identifier_query) identifier_query (boolean_operator (identifier_parameters) identifier_parameters (None) None )boolean_operator (identifier_kwargs) identifier_kwargs )argument_list )call )expression_statement (if_statement (attribute (identifier_cursor) identifier_cursor (identifier_description) identifier_description )attribute (block (expression_statement (assignment (identifier_column_names) identifier_column_names (list_comprehension (attribute (identifier_column) identifier_column (identifier_name) identifier_name )attribute (for_in_clause (identifier_column) identifier_column (attribute (identifier_cursor) identifier_cursor (identifier_description) identifier_description )attribute )for_in_clause )list_comprehension )assignment )expression_statement (while_statement (True) True (block (expression_statement (assignment (identifier_record) identifier_record (call (attribute (identifier_cursor) identifier_cursor (identifier_fetchone) identifier_fetchone )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (not_operator (identifier_record) identifier_record )not_operator (block (break_statement )break_statement )block )if_statement (expression_statement (yield (call (identifier_Row) identifier_Row (argument_list (call (identifier_zip) identifier_zip (argument_list (identifier_column_names) identifier_column_names (identifier_record) identifier_record )argument_list )call )argument_list )call )yield )expression_statement )block )while_statement )block )if_statement (raise_statement (identifier_StopIteration) identifier_StopIteration )raise_statement )block (except_clause (block (expression_statement (call (attribute (identifier_cursor) identifier_cursor (identifier_close) identifier_close )attribute (argument_list )argument_list )call )expression_statement (raise_statement )raise_statement )block )except_clause )try_statement )block )function_definition )module
Returns a generator for records from the query.
(module (function_definition (function_name__set_result_from_operation) function_name__set_result_from_operation (parameters (identifier_self) identifier_self )parameters (block (with_statement (with_clause (with_item (attribute (identifier_self) identifier_self (identifier__completion_lock) identifier__completion_lock )attribute )with_item )with_clause (block (if_statement (boolean_operator (not_operator (attribute (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute (identifier_done) identifier_done )attribute )not_operator (attribute (identifier_self) identifier_self (identifier__result_set) identifier__result_set )attribute )boolean_operator (block (return_statement )return_statement )block )if_statement (if_statement (call (attribute (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute (identifier_HasField) identifier_HasField )attribute (argument_list (string_"response") string_"response" )argument_list )call (block (expression_statement (assignment (identifier_response) identifier_response (call (attribute (identifier_protobuf_helpers) identifier_protobuf_helpers (identifier_from_any_pb) identifier_from_any_pb )attribute (argument_list (attribute (identifier_self) identifier_self (identifier__result_type) identifier__result_type )attribute (attribute (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute (identifier_response) identifier_response )attribute )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_set_result) identifier_set_result )attribute (argument_list (identifier_response) identifier_response )argument_list )call )expression_statement )block (elif_clause (call (attribute (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute (identifier_HasField) identifier_HasField )attribute (argument_list (string_"error") string_"error" )argument_list )call (block (expression_statement (assignment (identifier_exception) identifier_exception (call (attribute (identifier_exceptions) identifier_exceptions (identifier_GoogleAPICallError) identifier_GoogleAPICallError )attribute (argument_list (attribute (attribute (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute (identifier_error) identifier_error )attribute (identifier_message) identifier_message )attribute (keyword_argument (identifier_errors) identifier_errors (tuple (attribute (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute (identifier_error) identifier_error )attribute )tuple )keyword_argument (keyword_argument (identifier_response) identifier_response (attribute (identifier_self) identifier_self (identifier__operation) identifier__operation )attribute )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_set_exception) identifier_set_exception )attribute (argument_list (identifier_exception) identifier_exception )argument_list )call )expression_statement )block )elif_clause (else_clause (block (expression_statement (assignment (identifier_exception) identifier_exception (call (attribute (identifier_exceptions) identifier_exceptions (identifier_GoogleAPICallError) identifier_GoogleAPICallError )attribute (argument_list (concatenated_string (string_"Unexpected state: Long-running operation had neither ") string_"Unexpected state: Long-running operation had neither " (string_"response nor error set.") string_"response nor error set." )concatenated_string )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_set_exception) identifier_set_exception )attribute (argument_list (identifier_exception) identifier_exception )argument_list )call )expression_statement )block )else_clause )if_statement )block )with_statement )block )function_definition )module
Set the result or exception from the operation if it is complete.
(module (function_definition (function_name_load_from_JSON) function_name_load_from_JSON (parameters (identifier_json_filename) identifier_json_filename )parameters (block (try_statement (block (expression_statement (assignment (identifier_jsonfilecontent) identifier_jsonfilecontent (call (attribute (identifier_json) identifier_json (identifier_loads) identifier_loads )attribute (argument_list (call (attribute (call (identifier_open) identifier_open (argument_list (identifier_json_filename) identifier_json_filename (string_'r') string_'r' )argument_list )call (identifier_read) identifier_read )attribute (argument_list )argument_list )call )argument_list )call )assignment )expression_statement )block (except_clause (as_pattern (identifier_ValueError) identifier_ValueError (as_pattern_target (identifier_exc) identifier_exc )as_pattern_target )as_pattern (block (raise_statement (call (identifier_CredentialsFormatError) identifier_CredentialsFormatError (argument_list (keyword_argument (identifier_msg) identifier_msg (binary_operator (string_"Invalid JSON syntax: ") string_"Invalid JSON syntax: " (call (identifier_str) identifier_str (argument_list (identifier_exc) identifier_exc )argument_list )call )binary_operator )keyword_argument )argument_list )call )raise_statement )block )except_clause )try_statement (expression_statement (assignment (identifier_instance) identifier_instance (call (identifier_PIDClientCredentials) identifier_PIDClientCredentials (argument_list (keyword_argument (identifier_credentials_filename) identifier_credentials_filename (identifier_json_filename) identifier_json_filename )keyword_argument (dictionary_splat (identifier_jsonfilecontent) identifier_jsonfilecontent )dictionary_splat )argument_list )call )assignment )expression_statement (return_statement (identifier_instance) identifier_instance )return_statement )block )function_definition )module
Create a new instance of a PIDClientCredentials with information read from a local JSON file. :param json_filename: The path to the json credentials file. The json file should have the following format: .. code:: json { "handle_server_url": "https://url.to.your.handle.server", "username": "index:prefix/suffix", "password": "ZZZZZZZ", "prefix": "prefix_to_use_for_writing_handles", "handleowner": "username_to_own_handles" } Any additional key-value-pairs are stored in the instance as config. :raises: :exc:`~b2handle.handleexceptions.CredentialsFormatError` :raises: :exc:`~b2handle.handleexceptions.HandleSyntaxError` :return: An instance.
(module (function_definition (function_name_create_ports) function_name_create_ports (parameters (identifier_port) identifier_port (identifier_mpi) identifier_mpi (identifier_rank) identifier_rank )parameters (block (if_statement (boolean_operator (comparison_operator (identifier_port) identifier_port (string_"random") string_"random" )comparison_operator (comparison_operator (identifier_port) identifier_port (None) None )comparison_operator )boolean_operator (block (expression_statement (assignment (identifier_ports) identifier_ports (dictionary )dictionary )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_port) identifier_port (call (identifier_int) identifier_int (argument_list (identifier_port) identifier_port )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_ports) identifier_ports (dictionary (pair (string_"REQ") string_"REQ" (binary_operator (identifier_port) identifier_port (integer_0) integer_0 )binary_operator )pair (pair (string_"PUSH") string_"PUSH" (binary_operator (identifier_port) identifier_port (integer_1) integer_1 )binary_operator )pair (pair (string_"SUB") string_"SUB" (binary_operator (identifier_port) identifier_port (integer_2) integer_2 )binary_operator )pair )dictionary )assignment )expression_statement )block )else_clause )if_statement (if_statement (comparison_operator (identifier_mpi) identifier_mpi (string_'all') string_'all' )comparison_operator (block (for_statement (identifier_port) identifier_port (identifier_ports) identifier_ports (block (expression_statement (augmented_assignment (subscript (identifier_ports) identifier_ports (identifier_port) identifier_port )subscript (parenthesized_expression (binary_operator (identifier_rank) identifier_rank (integer_3) integer_3 )binary_operator )parenthesized_expression )augmented_assignment )expression_statement )block )for_statement )block )if_statement (return_statement (identifier_ports) identifier_ports )return_statement )block )function_definition )module
create a list of ports for the current rank
(module (function_definition (function_name_write_header) function_name_write_header (parameters (identifier_self) identifier_self )parameters (block (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_fileobj) identifier_fileobj )attribute (identifier_seek) identifier_seek )attribute (argument_list (integer_0) integer_0 )argument_list )call )expression_statement (expression_statement (assignment (identifier_header) identifier_header (call (attribute (identifier_mar_header) identifier_mar_header (identifier_build) identifier_build )attribute (argument_list (call (identifier_dict) identifier_dict (argument_list (keyword_argument (identifier_index_offset) identifier_index_offset (attribute (identifier_self) identifier_self (identifier_last_offset) identifier_last_offset )attribute )keyword_argument )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_fileobj) identifier_fileobj )attribute (identifier_write) identifier_write )attribute (argument_list (identifier_header) identifier_header )argument_list )call )expression_statement )block )function_definition )module
Write the MAR header to the file. The MAR header includes the MAR magic bytes as well as the offset to where the index data can be found.
(module (function_definition (function_name_pull_dependencies) function_name_pull_dependencies (parameters (identifier_self) identifier_self (identifier_nodes) identifier_nodes )parameters (block (expression_statement (assignment (identifier_visitor) identifier_visitor (call (identifier_DependencyFinderVisitor) identifier_DependencyFinderVisitor (argument_list )argument_list )call )assignment )expression_statement (for_statement (identifier_node) identifier_node (identifier_nodes) identifier_nodes (block (expression_statement (call (attribute (identifier_visitor) identifier_visitor (identifier_visit) identifier_visit )attribute (argument_list (identifier_node) identifier_node )argument_list )call )expression_statement )block )for_statement (for_statement (identifier_dependency) identifier_dependency (expression_list (string_'filters') string_'filters' (string_'tests') string_'tests' )expression_list (block (expression_statement (assignment (identifier_mapping) identifier_mapping (call (identifier_getattr) identifier_getattr (argument_list (identifier_self) identifier_self (identifier_dependency) identifier_dependency )argument_list )call )assignment )expression_statement (for_statement (identifier_name) identifier_name (call (identifier_getattr) identifier_getattr (argument_list (identifier_visitor) identifier_visitor (identifier_dependency) identifier_dependency )argument_list )call (block (if_statement (comparison_operator (identifier_name) identifier_name (identifier_mapping) identifier_mapping )comparison_operator (block (expression_statement (assignment (subscript (identifier_mapping) identifier_mapping (identifier_name) identifier_name )subscript (call (attribute (identifier_self) identifier_self (identifier_temporary_identifier) identifier_temporary_identifier )attribute (argument_list )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (identifier_self) identifier_self (identifier_writeline) identifier_writeline )attribute (argument_list (binary_operator (string_'%s = environment.%s[%r]') string_'%s = environment.%s[%r]' (tuple (subscript (identifier_mapping) identifier_mapping (identifier_name) identifier_name )subscript (identifier_dependency) identifier_dependency (identifier_name) identifier_name )tuple )binary_operator )argument_list )call )expression_statement )block )for_statement )block )for_statement )block )function_definition )module
Pull all the dependencies.
(module (function_definition (function_name_splittermixerfieldlists) function_name_splittermixerfieldlists (parameters (identifier_data) identifier_data (identifier_commdct) identifier_commdct (identifier_objkey) identifier_objkey )parameters (block (expression_statement (assignment (identifier_objkey) identifier_objkey (call (attribute (identifier_objkey) identifier_objkey (identifier_upper) identifier_upper )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_objindex) identifier_objindex (call (attribute (attribute (identifier_data) identifier_data (identifier_dtls) identifier_dtls )attribute (identifier_index) identifier_index )attribute (argument_list (identifier_objkey) identifier_objkey )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_objcomms) identifier_objcomms (subscript (identifier_commdct) identifier_commdct (identifier_objindex) identifier_objindex )subscript )assignment )expression_statement (expression_statement (assignment (identifier_theobjects) identifier_theobjects (subscript (attribute (identifier_data) identifier_data (identifier_dt) identifier_dt )attribute (identifier_objkey) identifier_objkey )subscript )assignment )expression_statement (expression_statement (assignment (identifier_fieldlists) identifier_fieldlists (list )list )assignment )expression_statement (for_statement (identifier_theobject) identifier_theobject (identifier_theobjects) identifier_theobjects (block (expression_statement (assignment (identifier_fieldlist) identifier_fieldlist (call (identifier_list) identifier_list (argument_list (call (identifier_range) identifier_range (argument_list (integer_1) integer_1 (call (identifier_len) identifier_len (argument_list (identifier_theobject) identifier_theobject )argument_list )call )argument_list )call )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_fieldlists) identifier_fieldlists (identifier_append) identifier_append )attribute (argument_list (identifier_fieldlist) identifier_fieldlist )argument_list )call )expression_statement )block )for_statement (return_statement (identifier_fieldlists) identifier_fieldlists )return_statement )block )function_definition )module
docstring for splittermixerfieldlists
(module (function_definition (function_name_render) function_name_render (parameters (identifier_self) identifier_self (identifier_surf) identifier_surf )parameters (block (expression_statement (assignment (pattern_list (identifier_pos) identifier_pos (identifier_size) identifier_size )pattern_list (expression_list (attribute (identifier_self) identifier_self (identifier_topleft) identifier_topleft )attribute (attribute (identifier_self) identifier_self (identifier_size) identifier_size )attribute )expression_list )assignment )expression_statement (if_statement (not_operator (binary_operator (attribute (identifier_self) identifier_self (identifier_flags) identifier_flags )attribute (attribute (identifier_self) identifier_self (identifier_NO_SHADOW) identifier_NO_SHADOW )attribute )binary_operator )not_operator (block (if_statement (binary_operator (attribute (identifier_self) identifier_self (identifier_flags) identifier_flags )attribute (attribute (identifier_self) identifier_self (identifier_NO_ROUNDING) identifier_NO_ROUNDING )attribute )binary_operator (block (expression_statement (call (attribute (attribute (identifier_pygame) identifier_pygame (identifier_draw) identifier_draw )attribute (identifier_rect) identifier_rect )attribute (argument_list (identifier_surf) identifier_surf (identifier_LIGHT_GREY) identifier_LIGHT_GREY (tuple (binary_operator (identifier_pos) identifier_pos (attribute (identifier_self) identifier_self (identifier__bg_delta) identifier__bg_delta )attribute )binary_operator (identifier_size) identifier_size )tuple )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (identifier_roundrect) identifier_roundrect (argument_list (identifier_surf) identifier_surf (tuple (binary_operator (identifier_pos) identifier_pos (attribute (identifier_self) identifier_self (identifier__bg_delta) identifier__bg_delta )attribute )binary_operator (identifier_size) identifier_size )tuple (binary_operator (identifier_LIGHT_GREY) identifier_LIGHT_GREY (tuple (integer_100) integer_100 )tuple )binary_operator (integer_5) integer_5 )argument_list )call )expression_statement )block )else_clause )if_statement )block )if_statement (if_statement (binary_operator (attribute (identifier_self) identifier_self (identifier_flags) identifier_flags )attribute (attribute (identifier_self) identifier_self (identifier_NO_ROUNDING) identifier_NO_ROUNDING )attribute )binary_operator (block (expression_statement (call (attribute (attribute (identifier_pygame) identifier_pygame (identifier_draw) identifier_draw )attribute (identifier_rect) identifier_rect )attribute (argument_list (identifier_surf) identifier_surf (call (attribute (identifier_self) identifier_self (identifier__get_color) identifier__get_color )attribute (argument_list )argument_list )call (tuple (binary_operator (identifier_pos) identifier_pos (attribute (identifier_self) identifier_self (identifier__front_delta) identifier__front_delta )attribute )binary_operator (identifier_size) identifier_size )tuple )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (identifier_roundrect) identifier_roundrect (argument_list (identifier_surf) identifier_surf (tuple (binary_operator (identifier_pos) identifier_pos (attribute (identifier_self) identifier_self (identifier__front_delta) identifier__front_delta )attribute )binary_operator (identifier_size) identifier_size )tuple (call (attribute (identifier_self) identifier_self (identifier__get_color) identifier__get_color )attribute (argument_list )argument_list )call (integer_5) integer_5 )argument_list )call )expression_statement )block )else_clause )if_statement (expression_statement (assignment (attribute (attribute (identifier_self) identifier_self (identifier_text) identifier_text )attribute (identifier_center) identifier_center )attribute (binary_operator (attribute (identifier_self) identifier_self (identifier_center) identifier_center )attribute (attribute (identifier_self) identifier_self (identifier__front_delta) identifier__front_delta )attribute )binary_operator )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_self) identifier_self (identifier_text) identifier_text )attribute (identifier_render) identifier_render )attribute (argument_list (identifier_surf) identifier_surf )argument_list )call )expression_statement )block )function_definition )module
Render the button on a surface.
(module (function_definition (function_name_fit_model) function_name_fit_model (parameters (identifier_y) identifier_y (identifier_x) identifier_x (identifier_yMaxLag) identifier_yMaxLag (identifier_xMaxLag) identifier_xMaxLag (default_parameter (identifier_includesOriginalX) identifier_includesOriginalX (True) True )default_parameter (default_parameter (identifier_noIntercept) identifier_noIntercept (False) False )default_parameter (default_parameter (identifier_sc) identifier_sc (None) None )default_parameter )parameters (block (assert_statement (comparison_operator (identifier_sc) identifier_sc (None) None )comparison_operator (string_"Missing SparkContext") string_"Missing SparkContext" )assert_statement (expression_statement (assignment (identifier_jvm) identifier_jvm (attribute (identifier_sc) identifier_sc (identifier__jvm) identifier__jvm )attribute )assignment )expression_statement (expression_statement (assignment (identifier_jmodel) identifier_jmodel (call (attribute (attribute (attribute (attribute (attribute (attribute (identifier_jvm) identifier_jvm (identifier_com) identifier_com )attribute (identifier_cloudera) identifier_cloudera )attribute (identifier_sparkts) identifier_sparkts )attribute (identifier_models) identifier_models )attribute (identifier_AutoregressionX) identifier_AutoregressionX )attribute (identifier_fitModel) identifier_fitModel )attribute (argument_list (call (identifier__nparray2breezevector) identifier__nparray2breezevector (argument_list (identifier_sc) identifier_sc (call (attribute (identifier_y) identifier_y (identifier_toArray) identifier_toArray )attribute (argument_list )argument_list )call )argument_list )call (call (identifier__nparray2breezematrix) identifier__nparray2breezematrix (argument_list (identifier_sc) identifier_sc (call (attribute (identifier_x) identifier_x (identifier_toArray) identifier_toArray )attribute (argument_list )argument_list )call )argument_list )call (identifier_yMaxLag) identifier_yMaxLag (identifier_xMaxLag) identifier_xMaxLag (identifier_includesOriginalX) identifier_includesOriginalX (identifier_noIntercept) identifier_noIntercept )argument_list )call )assignment )expression_statement (return_statement (call (identifier_ARXModel) identifier_ARXModel (argument_list (keyword_argument (identifier_jmodel) identifier_jmodel (identifier_jmodel) identifier_jmodel )keyword_argument (keyword_argument (identifier_sc) identifier_sc (identifier_sc) identifier_sc )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Fit an autoregressive model with additional exogenous variables. The model predicts a value at time t of a dependent variable, Y, as a function of previous values of Y, and a combination of previous values of exogenous regressors X_i, and current values of exogenous regressors X_i. This is a generalization of an AR model, which is simply an ARX with no exogenous regressors. The fitting procedure here is the same, using least squares. Note that all lags up to the maxlag are included. In the case of the dependent variable the max lag is 'yMaxLag', while for the exogenous variables the max lag is 'xMaxLag', with which each column in the original matrix provided is lagged accordingly. Parameters ---------- y: the dependent variable, time series as a Numpy array x: a matrix of exogenous variables as a Numpy array yMaxLag: the maximum lag order for the dependent variable xMaxLag: the maximum lag order for exogenous variables includesOriginalX: a boolean flag indicating if the non-lagged exogenous variables should be included. Default is true noIntercept: a boolean flag indicating if the intercept should be dropped. Default is false Returns an ARXModel, which is an autoregressive model with exogenous variables.
(module (function_definition (function_name_merge_task_lists) function_name_merge_task_lists (parameters (identifier_runset_results) identifier_runset_results (identifier_tasks) identifier_tasks )parameters (block (for_statement (identifier_runset) identifier_runset (identifier_runset_results) identifier_runset_results (block (expression_statement (assignment (identifier_dic) identifier_dic (call (identifier_dict) identifier_dict (argument_list (list_comprehension (tuple (attribute (identifier_run_result) identifier_run_result (identifier_task_id) identifier_task_id )attribute (identifier_run_result) identifier_run_result )tuple (for_in_clause (identifier_run_result) identifier_run_result (call (identifier_reversed) identifier_reversed (argument_list (attribute (identifier_runset) identifier_runset (identifier_results) identifier_results )attribute )argument_list )call )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_runset) identifier_runset (identifier_results) identifier_results )attribute (list )list )assignment )expression_statement (for_statement (identifier_task) identifier_task (identifier_tasks) identifier_tasks (block (expression_statement (assignment (identifier_run_result) identifier_run_result (call (attribute (identifier_dic) identifier_dic (identifier_get) identifier_get )attribute (argument_list (identifier_task) identifier_task )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_run_result) identifier_run_result (None) None )comparison_operator (block (expression_statement (call (attribute (identifier_logging) identifier_logging (identifier_info) identifier_info )attribute (argument_list (string_" No result for task '%s' in '%s'.") string_" No result for task '%s' in '%s'." (subscript (identifier_task) identifier_task (integer_0) integer_0 )subscript (call (attribute (identifier_Util) identifier_Util (identifier_prettylist) identifier_prettylist )attribute (argument_list (subscript (attribute (identifier_runset) identifier_runset (identifier_attributes) identifier_attributes )attribute (string_'filename') string_'filename' )subscript )argument_list )call )argument_list )call )expression_statement (expression_statement (assignment (identifier_run_result) identifier_run_result (call (identifier_RunResult) identifier_RunResult (argument_list (identifier_task) identifier_task (None) None (attribute (identifier_result) identifier_result (identifier_CATEGORY_MISSING) identifier_CATEGORY_MISSING )attribute (None) None (None) None (attribute (identifier_runset) identifier_runset (identifier_columns) identifier_columns )attribute (binary_operator (list (None) None )list (call (identifier_len) identifier_len (argument_list (attribute (identifier_runset) identifier_runset (identifier_columns) identifier_columns )attribute )argument_list )call )binary_operator )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (call (attribute (attribute (identifier_runset) identifier_runset (identifier_results) identifier_results )attribute (identifier_append) identifier_append )attribute (argument_list (identifier_run_result) identifier_run_result )argument_list )call )expression_statement )block )for_statement )block )for_statement )block )function_definition )module
Set the filelists of all RunSetResult elements so that they contain the same files in the same order. For missing files a dummy element is inserted.
(module (function_definition (function_name__wrap_element) function_name__wrap_element (parameters (identifier_self) identifier_self (identifier_element) identifier_element )parameters (block (function_definition (function_name_dirty_callback) function_name_dirty_callback (parameters )parameters (block (expression_statement (call (attribute (identifier_self) identifier_self (identifier__set_dirty) identifier__set_dirty )attribute (argument_list )argument_list )call )expression_statement )block )function_definition (if_statement (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_element) identifier_element (identifier_list) identifier_list )argument_list )call (block (expression_statement (assignment (identifier_element) identifier_element (call (identifier_ProxyList) identifier_ProxyList (argument_list (identifier_element) identifier_element (keyword_argument (identifier_dirty_callback) identifier_dirty_callback (identifier_dirty_callback) identifier_dirty_callback )keyword_argument )argument_list )call )assignment )expression_statement )block (elif_clause (call (identifier_isinstance) identifier_isinstance (argument_list (identifier_element) identifier_element (identifier_dict) identifier_dict )argument_list )call (block (expression_statement (assignment (identifier_element) identifier_element (call (identifier_ProxyDict) identifier_ProxyDict (argument_list (identifier_element) identifier_element (keyword_argument (identifier_dirty_callback) identifier_dirty_callback (identifier_dirty_callback) identifier_dirty_callback )keyword_argument )argument_list )call )assignment )expression_statement )block )elif_clause (elif_clause (comparison_operator (call (identifier_getattr) identifier_getattr (argument_list (identifier_element) identifier_element (string_'_dirty_callback') string_'_dirty_callback' (attribute (identifier_self) identifier_self (identifier__sentinel) identifier__sentinel )attribute )argument_list )call (attribute (identifier_self) identifier_self (identifier__sentinel) identifier__sentinel )attribute )comparison_operator (block (if_statement (not_operator (call (identifier_callable) identifier_callable (argument_list (attribute (identifier_element) identifier_element (identifier__dirty_callback) identifier__dirty_callback )attribute )argument_list )call )not_operator (block (expression_statement (assignment (attribute (identifier_element) identifier_element (identifier__dirty_callback) identifier__dirty_callback )attribute (identifier_dirty_callback) identifier_dirty_callback )assignment )expression_statement )block )if_statement )block )elif_clause )if_statement (return_statement (identifier_element) identifier_element )return_statement )block )function_definition )module
We want to know if an item is modified that is stored in this dict. If the element is a list or dict, we wrap it in a ProxyList or ProxyDict, and if it is modified execute a callback that updates this instance. If it is a ZenpyObject, then the callback updates the parent object.
(module (function_definition (function_name_iter_subscriptions) function_name_iter_subscriptions (parameters (identifier_self) identifier_self (default_parameter (identifier_login) identifier_login (None) None )default_parameter (default_parameter (identifier_number) identifier_number (unary_operator (integer_1) integer_1 )unary_operator )default_parameter (default_parameter (identifier_etag) identifier_etag (None) None )default_parameter )parameters (block (if_statement (identifier_login) identifier_login (block (return_statement (call (attribute (call (attribute (identifier_self) identifier_self (identifier_user) identifier_user )attribute (argument_list (identifier_login) identifier_login )argument_list )call (identifier_iter_subscriptions) identifier_iter_subscriptions )attribute (argument_list )argument_list )call )return_statement )block )if_statement (expression_statement (assignment (identifier_url) identifier_url (call (attribute (identifier_self) identifier_self (identifier__build_url) identifier__build_url )attribute (argument_list (string_'user') string_'user' (string_'subscriptions') string_'subscriptions' )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__iter) identifier__iter )attribute (argument_list (call (identifier_int) identifier_int (argument_list (identifier_number) identifier_number )argument_list )call (identifier_url) identifier_url (identifier_Repository) identifier_Repository (keyword_argument (identifier_etag) identifier_etag (identifier_etag) identifier_etag )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Iterate over repositories subscribed to by ``login`` or the authenticated user. :param str login: (optional), name of user whose subscriptions you want to see :param int number: (optional), number of repositories to return. Default: -1 returns all repositories :param str etag: (optional), ETag from a previous request to the same endpoint :returns: generator of :class:`Repository <github3.repos.Repository>`
(module (function_definition (function_name_get_queryset) function_name_get_queryset (parameters (identifier_self) identifier_self )parameters (block (expression_statement (string_"Restrict to a single kind of event, if any, and include Venue data.") string_"Restrict to a single kind of event, if any, and include Venue data." )expression_statement (expression_statement (assignment (identifier_qs) identifier_qs (call (attribute (call (identifier_super) identifier_super (argument_list )argument_list )call (identifier_get_queryset) identifier_get_queryset )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_kind) identifier_kind (call (attribute (identifier_self) identifier_self (identifier_get_event_kind) identifier_get_event_kind )attribute (argument_list )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_kind) identifier_kind (None) None )comparison_operator (block (expression_statement (assignment (identifier_qs) identifier_qs (call (attribute (identifier_qs) identifier_qs (identifier_filter) identifier_filter )attribute (argument_list (keyword_argument (identifier_kind) identifier_kind (identifier_kind) identifier_kind )keyword_argument )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_qs) identifier_qs (call (attribute (identifier_qs) identifier_qs (identifier_select_related) identifier_select_related )attribute (argument_list (string_'venue') string_'venue' )argument_list )call )assignment )expression_statement (return_statement (identifier_qs) identifier_qs )return_statement )block )function_definition )module
Restrict to a single kind of event, if any, and include Venue data.
(module (function_definition (function_name_good_classmethod_decorator) function_name_good_classmethod_decorator (parameters (identifier_decorator) identifier_decorator )parameters (block (function_definition (function_name_new_decorator) function_name_new_decorator (parameters (identifier_cls) identifier_cls (identifier_f) identifier_f )parameters (block (expression_statement (assignment (identifier_g) identifier_g (call (identifier_decorator) identifier_decorator (argument_list (identifier_cls) identifier_cls (identifier_f) identifier_f )argument_list )call )assignment )expression_statement (expression_statement (assignment (attribute (identifier_g) identifier_g (identifier___name__) identifier___name__ )attribute (attribute (identifier_f) identifier_f (identifier___name__) identifier___name__ )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_g) identifier_g (identifier___doc__) identifier___doc__ )attribute (attribute (identifier_f) identifier_f (identifier___doc__) identifier___doc__ )attribute )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_g) identifier_g (identifier___dict__) identifier___dict__ )attribute (identifier_update) identifier_update )attribute (argument_list (attribute (identifier_f) identifier_f (identifier___dict__) identifier___dict__ )attribute )argument_list )call )expression_statement (return_statement (identifier_g) identifier_g )return_statement )block )function_definition (expression_statement (assignment (attribute (identifier_new_decorator) identifier_new_decorator (identifier___name__) identifier___name__ )attribute (attribute (identifier_decorator) identifier_decorator (identifier___name__) identifier___name__ )attribute )assignment )expression_statement (expression_statement (assignment (attribute (identifier_new_decorator) identifier_new_decorator (identifier___doc__) identifier___doc__ )attribute (attribute (identifier_decorator) identifier_decorator (identifier___doc__) identifier___doc__ )attribute )assignment )expression_statement (expression_statement (call (attribute (attribute (identifier_new_decorator) identifier_new_decorator (identifier___dict__) identifier___dict__ )attribute (identifier_update) identifier_update )attribute (argument_list (attribute (identifier_decorator) identifier_decorator (identifier___dict__) identifier___dict__ )attribute )argument_list )call )expression_statement (return_statement (identifier_new_decorator) identifier_new_decorator )return_statement )block )function_definition )module
This decorator makes class method decorators behave well wrt to decorated class method names, doc, etc.
(module (function_definition (function_name_list_firmware_images) function_name_list_firmware_images (parameters (identifier_self) identifier_self (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_kwargs) identifier_kwargs (call (attribute (identifier_self) identifier_self (identifier__verify_sort_options) identifier__verify_sort_options )attribute (argument_list (identifier_kwargs) identifier_kwargs )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_kwargs) identifier_kwargs (call (attribute (identifier_self) identifier_self (identifier__verify_filters) identifier__verify_filters )attribute (argument_list (identifier_kwargs) identifier_kwargs (identifier_FirmwareImage) identifier_FirmwareImage (True) True )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_api) identifier_api (call (attribute (identifier_self) identifier_self (identifier__get_api) identifier__get_api )attribute (argument_list (attribute (identifier_update_service) identifier_update_service (identifier_DefaultApi) identifier_DefaultApi )attribute )argument_list )call )assignment )expression_statement (return_statement (call (identifier_PaginatedResponse) identifier_PaginatedResponse (argument_list (attribute (identifier_api) identifier_api (identifier_firmware_image_list) identifier_firmware_image_list )attribute (keyword_argument (identifier_lwrap_type) identifier_lwrap_type (identifier_FirmwareImage) identifier_FirmwareImage )keyword_argument (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition )module
List all firmware images. :param int limit: number of firmware images to retrieve :param str order: ordering of images when ordered by time. 'desc' or 'asc' :param str after: get firmware images after given `image_id` :param dict filters: Dictionary of filters to apply :return: list of :py:class:`FirmwareImage` objects :rtype: PaginatedResponse
(module (function_definition (function_name_docs_cli) function_name_docs_cli (parameters (identifier_ctx) identifier_ctx (identifier_recreate) identifier_recreate (identifier_gen_index) identifier_gen_index (identifier_run_doctests) identifier_run_doctests )parameters (block (if_statement (attribute (identifier_ctx) identifier_ctx (identifier_invoked_subcommand) identifier_invoked_subcommand )attribute (block (return_statement )return_statement )block )if_statement (import_from_statement (dotted_name (identifier_peltak) identifier_peltak (identifier_logic) identifier_logic )dotted_name (dotted_name (identifier_docs) identifier_docs )dotted_name )import_from_statement (expression_statement (call (attribute (identifier_docs) identifier_docs (identifier_docs) identifier_docs )attribute (argument_list (identifier_recreate) identifier_recreate (identifier_gen_index) identifier_gen_index (identifier_run_doctests) identifier_run_doctests )argument_list )call )expression_statement )block )function_definition )module
Build project documentation. This command will run sphinx-refdoc first to generate the reference documentation for the code base. Then it will run sphinx to generate the final docs. You can configure the directory that stores the docs source (index.rst, conf.py, etc.) using the DOC_SRC_PATH conf variable. In case you need it, the sphinx build directory is located in ``BUILD_DIR/docs``. The reference documentation will be generated for all directories listed under 'REFDOC_PATHS conf variable. By default it is empty so no reference docs are generated. Sample Config:: \b build_dir: '.build' docs: path: 'docs' reference: - 'src/mypkg' Examples:: \b $ peltak docs # Generate docs for the project $ peltak docs --no-index # Skip main reference index $ peltak docs --recreate --no-index # Build docs from clean slate
(module (function_definition (function_name_network_pf) function_name_network_pf (parameters (identifier_network) identifier_network (default_parameter (identifier_snapshots) identifier_snapshots (None) None )default_parameter (default_parameter (identifier_skip_pre) identifier_skip_pre (False) False )default_parameter (default_parameter (identifier_x_tol) identifier_x_tol (float_1e-6) float_1e-6 )default_parameter (default_parameter (identifier_use_seed) identifier_use_seed (False) False )default_parameter )parameters (block (return_statement (call (identifier__network_prepare_and_run_pf) identifier__network_prepare_and_run_pf (argument_list (identifier_network) identifier_network (identifier_snapshots) identifier_snapshots (identifier_skip_pre) identifier_skip_pre (keyword_argument (identifier_linear) identifier_linear (False) False )keyword_argument (keyword_argument (identifier_x_tol) identifier_x_tol (identifier_x_tol) identifier_x_tol )keyword_argument (keyword_argument (identifier_use_seed) identifier_use_seed (identifier_use_seed) identifier_use_seed )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Full non-linear power flow for generic network. Parameters ---------- snapshots : list-like|single snapshot A subset or an elements of network.snapshots on which to run the power flow, defaults to network.snapshots skip_pre: bool, default False Skip the preliminary steps of computing topology, calculating dependent values and finding bus controls. x_tol: float Tolerance for Newton-Raphson power flow. use_seed : bool, default False Use a seed for the initial guess for the Newton-Raphson algorithm. Returns ------- Dictionary with keys 'n_iter', 'converged', 'error' and dataframe values indicating number of iterations, convergence status, and iteration error for each snapshot (rows) and sub_network (columns)
(module (function_definition (function_name_smoothEstimate) function_name_smoothEstimate (parameters (identifier_self) identifier_self (identifier_nodeShape) identifier_nodeShape (identifier_estimatedNodeCount) identifier_estimatedNodeCount )parameters (block (expression_statement (assignment (identifier_weightedEstimate) identifier_weightedEstimate (binary_operator (binary_operator (parenthesized_expression (binary_operator (integer_1) integer_1 (attribute (identifier_self) identifier_self (identifier_betaInertia) identifier_betaInertia )attribute )binary_operator )parenthesized_expression (identifier_estimatedNodeCount) identifier_estimatedNodeCount )binary_operator (line_continuation_\) line_continuation_\ (binary_operator (attribute (identifier_self) identifier_self (identifier_betaInertia) identifier_betaInertia )attribute (subscript (attribute (identifier_self) identifier_self (identifier_previousWeightedEstimate) identifier_previousWeightedEstimate )attribute (identifier_nodeShape) identifier_nodeShape )subscript )binary_operator )binary_operator )assignment )expression_statement (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_previousWeightedEstimate) identifier_previousWeightedEstimate )attribute (identifier_nodeShape) identifier_nodeShape )subscript (identifier_weightedEstimate) identifier_weightedEstimate )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__round) identifier__round )attribute (argument_list (identifier_weightedEstimate) identifier_weightedEstimate )argument_list )call )return_statement )block )function_definition )module
Smooth out fluctuations in the estimate for this node compared to previous runs. Returns an integer.
(module (function_definition (function_name_get_dataset_split) function_name_get_dataset_split (parameters (identifier_tmp_dir) identifier_tmp_dir (identifier_split) identifier_split (identifier_use_control_set) identifier_use_control_set )parameters (block (if_statement (not_operator (identifier_use_control_set) identifier_use_control_set )not_operator (block (expression_statement (assignment (identifier_dataset_split) identifier_dataset_split (dictionary (pair (attribute (attribute (identifier_problem) identifier_problem (identifier_DatasetSplit) identifier_DatasetSplit )attribute (identifier_TRAIN) identifier_TRAIN )attribute (list_comprehension (identifier_f) identifier_f (for_in_clause (identifier_f) identifier_f (call (attribute (attribute (identifier_tf) identifier_tf (identifier_gfile) identifier_gfile )attribute (identifier_Glob) identifier_Glob )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_tmp_dir) identifier_tmp_dir (string_"train-novels/*/*.txt") string_"train-novels/*/*.txt" )argument_list )call )argument_list )call )for_in_clause )list_comprehension )pair (pair (attribute (attribute (identifier_problem) identifier_problem (identifier_DatasetSplit) identifier_DatasetSplit )attribute (identifier_EVAL) identifier_EVAL )attribute (list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_tmp_dir) identifier_tmp_dir (string_"lambada_development_plain_text.txt") string_"lambada_development_plain_text.txt" )argument_list )call )list )pair (pair (attribute (attribute (identifier_problem) identifier_problem (identifier_DatasetSplit) identifier_DatasetSplit )attribute (identifier_TEST) identifier_TEST )attribute (list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_tmp_dir) identifier_tmp_dir (string_"lambada_test_plain_text.txt") string_"lambada_test_plain_text.txt" )argument_list )call )list )pair )dictionary )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (identifier_dataset_split) identifier_dataset_split (dictionary (pair (attribute (attribute (identifier_problem) identifier_problem (identifier_DatasetSplit) identifier_DatasetSplit )attribute (identifier_TRAIN) identifier_TRAIN )attribute (list_comprehension (identifier_f) identifier_f (for_in_clause (identifier_f) identifier_f (call (attribute (attribute (identifier_tf) identifier_tf (identifier_gfile) identifier_gfile )attribute (identifier_Glob) identifier_Glob )attribute (argument_list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_tmp_dir) identifier_tmp_dir (string_"train-novels/*/*.txt") string_"train-novels/*/*.txt" )argument_list )call )argument_list )call )for_in_clause )list_comprehension )pair (pair (attribute (attribute (identifier_problem) identifier_problem (identifier_DatasetSplit) identifier_DatasetSplit )attribute (identifier_EVAL) identifier_EVAL )attribute (list (call (attribute (attribute (identifier_os) identifier_os (identifier_path) identifier_path )attribute (identifier_join) identifier_join )attribute (argument_list (identifier_tmp_dir) identifier_tmp_dir (string_"lambada_control_test_data_plain_text.txt") string_"lambada_control_test_data_plain_text.txt" )argument_list )call )list )pair )dictionary )assignment )expression_statement )block )else_clause )if_statement (return_statement (subscript (identifier_dataset_split) identifier_dataset_split (identifier_split) identifier_split )subscript )return_statement )block )function_definition )module
Gives the file paths with regards to the given split. Args: tmp_dir: temp directory split: dataset split use_control_set: uses control dataset if true. Returns: list of file paths.
(module (function_definition (function_name_shift) function_name_shift (parameters (identifier_self) identifier_self (identifier_periods) identifier_periods (default_parameter (identifier_axis) identifier_axis (integer_0) integer_0 )default_parameter (default_parameter (identifier_fill_value) identifier_fill_value (None) None )default_parameter )parameters (block (expression_statement (assignment (pattern_list (identifier_new_values) identifier_new_values (identifier_fill_value) identifier_fill_value )pattern_list (call (identifier_maybe_upcast) identifier_maybe_upcast (argument_list (attribute (identifier_self) identifier_self (identifier_values) identifier_values )attribute (identifier_fill_value) identifier_fill_value )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_f_ordered) identifier_f_ordered (attribute (attribute (identifier_new_values) identifier_new_values (identifier_flags) identifier_flags )attribute (identifier_f_contiguous) identifier_f_contiguous )attribute )assignment )expression_statement (if_statement (identifier_f_ordered) identifier_f_ordered (block (expression_statement (assignment (identifier_new_values) identifier_new_values (attribute (identifier_new_values) identifier_new_values (identifier_T) identifier_T )attribute )assignment )expression_statement (expression_statement (assignment (identifier_axis) identifier_axis (binary_operator (binary_operator (attribute (identifier_new_values) identifier_new_values (identifier_ndim) identifier_ndim )attribute (identifier_axis) identifier_axis )binary_operator (integer_1) integer_1 )binary_operator )assignment )expression_statement )block )if_statement (if_statement (call (attribute (identifier_np) identifier_np (identifier_prod) identifier_prod )attribute (argument_list (attribute (identifier_new_values) identifier_new_values (identifier_shape) identifier_shape )attribute )argument_list )call (block (expression_statement (assignment (identifier_new_values) identifier_new_values (call (attribute (identifier_np) identifier_np (identifier_roll) identifier_roll )attribute (argument_list (identifier_new_values) identifier_new_values (call (identifier_ensure_platform_int) identifier_ensure_platform_int (argument_list (identifier_periods) identifier_periods )argument_list )call (keyword_argument (identifier_axis) identifier_axis (identifier_axis) identifier_axis )keyword_argument )argument_list )call )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_axis_indexer) identifier_axis_indexer (binary_operator (list (call (identifier_slice) identifier_slice (argument_list (None) None )argument_list )call )list (attribute (identifier_self) identifier_self (identifier_ndim) identifier_ndim )attribute )binary_operator )assignment )expression_statement (if_statement (comparison_operator (identifier_periods) identifier_periods (integer_0) integer_0 )comparison_operator (block (expression_statement (assignment (subscript (identifier_axis_indexer) identifier_axis_indexer (identifier_axis) identifier_axis )subscript (call (identifier_slice) identifier_slice (argument_list (None) None (identifier_periods) identifier_periods )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (subscript (identifier_axis_indexer) identifier_axis_indexer (identifier_axis) identifier_axis )subscript (call (identifier_slice) identifier_slice (argument_list (identifier_periods) identifier_periods (None) None )argument_list )call )assignment )expression_statement )block )else_clause )if_statement (expression_statement (assignment (subscript (identifier_new_values) identifier_new_values (call (identifier_tuple) identifier_tuple (argument_list (identifier_axis_indexer) identifier_axis_indexer )argument_list )call )subscript (identifier_fill_value) identifier_fill_value )assignment )expression_statement (if_statement (identifier_f_ordered) identifier_f_ordered (block (expression_statement (assignment (identifier_new_values) identifier_new_values (attribute (identifier_new_values) identifier_new_values (identifier_T) identifier_T )attribute )assignment )expression_statement )block )if_statement (return_statement (list (call (attribute (identifier_self) identifier_self (identifier_make_block) identifier_make_block )attribute (argument_list (identifier_new_values) identifier_new_values )argument_list )call )list )return_statement )block )function_definition )module
shift the block by periods, possibly upcast
(module (function_definition (function_name_md_to_pdf) function_name_md_to_pdf (parameters (identifier_input_name) identifier_input_name (identifier_output_name) identifier_output_name )parameters (block (if_statement (comparison_operator (subscript (identifier_output_name) identifier_output_name (slice (unary_operator (integer_4) integer_4 )unary_operator (colon) colon )slice )subscript (string_'.pdf') string_'.pdf' )comparison_operator (block (expression_statement (call (attribute (identifier_os) identifier_os (identifier_system) identifier_system )attribute (argument_list (binary_operator (binary_operator (binary_operator (string_"pandoc ") string_"pandoc " (identifier_input_name) identifier_input_name )binary_operator (string_" -o ") string_" -o " )binary_operator (identifier_output_name) identifier_output_name )binary_operator )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_os) identifier_os (identifier_system) identifier_system )attribute (argument_list (binary_operator (binary_operator (binary_operator (binary_operator (string_"pandoc ") string_"pandoc " (identifier_input_name) identifier_input_name )binary_operator (string_" -o ") string_" -o " )binary_operator (identifier_output_name) identifier_output_name )binary_operator (string_".pdf") string_".pdf" )binary_operator )argument_list )call )expression_statement )block )else_clause )if_statement )block )function_definition )module
Converts an input MarkDown file to a PDF of the given output name. Parameters ========== input_name : String Relative file location of the input file to where this function is being called. output_name : String Relative file location of the output file to where this function is being called. Note that .pdf can be omitted. Examples ======== Suppose we have a directory as follows: data/ doc.md To convert the document: >>> from aide_document import convert >>> convert.md_to_pdf('data/doc.md', 'data/doc.pdf') .pdf can also be omitted from the second argument.
(module (function_definition (function_name_get_display_name) function_name_get_display_name (parameters (identifier_value) identifier_value )parameters (block (expression_statement (assignment (identifier_display_name) identifier_display_name (call (identifier_DisplayName) identifier_DisplayName (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (pattern_list (identifier_token) identifier_token (identifier_value) identifier_value )pattern_list (call (identifier_get_phrase) identifier_get_phrase (argument_list (identifier_value) identifier_value )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_display_name) identifier_display_name (identifier_extend) identifier_extend )attribute (argument_list (subscript (identifier_token) identifier_token (slice (colon) colon )slice )subscript )argument_list )call )expression_statement (expression_statement (assignment (attribute (identifier_display_name) identifier_display_name (identifier_defects) identifier_defects )attribute (subscript (attribute (identifier_token) identifier_token (identifier_defects) identifier_defects )attribute (slice (colon) colon )slice )subscript )assignment )expression_statement (return_statement (expression_list (identifier_display_name) identifier_display_name (identifier_value) identifier_value )expression_list )return_statement )block )function_definition )module
display-name = phrase Because this is simply a name-rule, we don't return a display-name token containing a phrase, but rather a display-name token with the content of the phrase.
(module (function_definition (function_name_from_emcee) function_name_from_emcee (parameters (default_parameter (identifier_sampler) identifier_sampler (None) None )default_parameter (keyword_separator )keyword_separator (default_parameter (identifier_var_names) identifier_var_names (None) None )default_parameter (default_parameter (identifier_arg_names) identifier_arg_names (None) None )default_parameter (default_parameter (identifier_coords) identifier_coords (None) None )default_parameter (default_parameter (identifier_dims) identifier_dims (None) None )default_parameter )parameters (block (return_statement (call (attribute (call (identifier_EmceeConverter) identifier_EmceeConverter (argument_list (keyword_argument (identifier_sampler) identifier_sampler (identifier_sampler) identifier_sampler )keyword_argument (keyword_argument (identifier_var_names) identifier_var_names (identifier_var_names) identifier_var_names )keyword_argument (keyword_argument (identifier_arg_names) identifier_arg_names (identifier_arg_names) identifier_arg_names )keyword_argument (keyword_argument (identifier_coords) identifier_coords (identifier_coords) identifier_coords )keyword_argument (keyword_argument (identifier_dims) identifier_dims (identifier_dims) identifier_dims )keyword_argument )argument_list )call (identifier_to_inference_data) identifier_to_inference_data )attribute (argument_list )argument_list )call )return_statement )block )function_definition )module
Convert emcee data into an InferenceData object. Parameters ---------- sampler : emcee.EnsembleSampler Fitted sampler from emcee. var_names : list[str] (Optional) A list of names for variables in the sampler arg_names : list[str] (Optional) A list of names for args in the sampler coords : dict[str] -> list[str] Map of dimensions to coordinates dims : dict[str] -> list[str] Map variable names to their coordinates Returns ------- InferenceData Examples -------- Passing an ``emcee.EnsembleSampler`` object to ``az.from_emcee`` converts it to an InferenceData object. Start defining the model and running the sampler: .. plot:: :context: close-figs >>> import emcee >>> import numpy as np >>> import arviz as az >>> J = 8 >>> y_obs = np.array([28.0, 8.0, -3.0, 7.0, -1.0, 1.0, 18.0, 12.0]) >>> sigma = np.array([15.0, 10.0, 16.0, 11.0, 9.0, 11.0, 10.0, 18.0]) >>> def log_prior_8school(theta): >>> mu, tau, eta = theta[0], theta[1], theta[2:] >>> # Half-cauchy prior, hwhm=25 >>> if tau < 0: >>> return -np.inf >>> prior_tau = -np.log(tau ** 2 + 25 ** 2) >>> prior_mu = -(mu / 10) ** 2 # normal prior, loc=0, scale=10 >>> prior_eta = -np.sum(eta ** 2) # normal prior, loc=0, scale=1 >>> return prior_mu + prior_tau + prior_eta >>> def log_likelihood_8school(theta, y, s): >>> mu, tau, eta = theta[0], theta[1], theta[2:] >>> return -((mu + tau * eta - y) / s) ** 2 >>> def lnprob_8school(theta, y, s): >>> prior = log_prior_8school(theta) >>> like_vect = log_likelihood_8school(theta, y, s) >>> like = np.sum(like_vect) >>> return like + prior >>> nwalkers, draws = 50, 7000 >>> ndim = J + 2 >>> pos = np.random.normal(size=(nwalkers, ndim)) >>> pos[:, 1] = np.absolute(pos[:, 1]) >>> sampler = emcee.EnsembleSampler( >>> nwalkers, >>> ndim, >>> lnprob_8school, >>> args=(y_obs, sigma) >>> ) >>> sampler.run_mcmc(pos, draws); And convert the sampler to an InferenceData object. As emcee does not store variable names, they must be passed to the converter in order to have them: .. plot:: :context: close-figs >>> var_names = ['mu', 'tau']+['eta{}'.format(i) for i in range(J)] >>> emcee_data = az.from_emcee(sampler, var_names=var_names) From an InferenceData object, ArviZ's native data structure, the posterior plot of the first 3 variables can be done in one line: .. plot:: :context: close-figs >>> az.plot_posterior(emcee_data, var_names=var_names[:3]) And the trace: .. plot:: :context: close-figs >>> az.plot_trace(emcee_data, var_names=['mu']) Emcee is an Affine Invariant MCMC Ensemble Sampler, thus, its chains are **not** independent, which means that many ArviZ functions can not be used, at least directly. However, it is possible to combine emcee and ArviZ and use most of ArviZ functionalities. The first step is to modify the probability function to use the ``blobs`` and store the log_likelihood, then rerun the sampler using the new function: .. plot:: :context: close-figs >>> def lnprob_8school_blobs(theta, y, s): >>> prior = log_prior_8school(theta) >>> like_vect = log_likelihood_8school(theta, y, s) >>> like = np.sum(like_vect) >>> return like + prior, like_vect >>> sampler_blobs = emcee.EnsembleSampler( >>> nwalkers, >>> ndim, >>> lnprob_8school_blobs, >>> args=(y_obs, sigma) >>> ) >>> sampler_blobs.run_mcmc(pos, draws); ArviZ has no support for the ``blobs`` functionality yet, but a workaround can be created. First make sure that the dimensions are in the order ``(chain, draw, *shape)``. It may also be a good idea to apply a burn-in period and to thin the draw dimension (which due to the correlations between chains and consecutive draws, won't reduce the effective sample size if the value is small enough). Then convert the numpy arrays to InferenceData, in this case using ``az.from_dict``: .. plot:: :context: close-figs >>> burnin, thin = 500, 10 >>> blobs = np.swapaxes(np.array(sampler_blobs.blobs), 0, 1)[:, burnin::thin, :] >>> chain = sampler_blobs.chain[:, burnin::thin, :] >>> posterior_dict = {"mu": chain[:, :, 0], "tau": chain[:, :, 1], "eta": chain[:, :, 2:]} >>> stats_dict = {"log_likelihood": blobs} >>> emcee_data = az.from_dict( >>> posterior=posterior_dict, >>> sample_stats=stats_dict, >>> coords={"school": range(8)}, >>> dims={"eta": ["school"], "log_likelihood": ["school"]} >>> ) To calculate the effective sample size emcee's functions must be used. There are many changes in emcee's API from version 2 to 3, thus, the calculation is different depending on the version. In addition, in version 2, the autocorrelation time raises an error if the chain is not long enough. .. plot:: :context: close-figs >>> if emcee.__version__[0] == '3': >>> ess=(draws-burnin)/sampler.get_autocorr_time(quiet=True, discard=burnin, thin=thin) >>> else: >>> # to avoid error while generating the docs, the ess value is hard coded, it >>> # should be calculated with: >>> # ess = chain.shape[1] / emcee.autocorr.integrated_time(chain) >>> ess = (draws-burnin)/30 >>> reff = np.mean(ess) / (nwalkers * chain.shape[1]) This value can afterwards be used to estimate the leave-one-out cross-validation using Pareto smoothed importance sampling with ArviZ and plot the results: .. plot:: :context: close-figs >>> loo_stats = az.loo(emcee_data, reff=reff, pointwise=True) >>> az.plot_khat(loo_stats.pareto_k)
(module (function_definition (function_name_make_gym_env) function_name_make_gym_env (parameters (identifier_env_id) identifier_env_id (default_parameter (identifier_num_env) identifier_num_env (integer_2) integer_2 )default_parameter (default_parameter (identifier_seed) identifier_seed (integer_123) integer_123 )default_parameter (default_parameter (identifier_wrapper_kwargs) identifier_wrapper_kwargs (None) None )default_parameter (default_parameter (identifier_start_index) identifier_start_index (integer_0) integer_0 )default_parameter )parameters (block (if_statement (comparison_operator (identifier_wrapper_kwargs) identifier_wrapper_kwargs (None) None )comparison_operator (block (expression_statement (assignment (identifier_wrapper_kwargs) identifier_wrapper_kwargs (dictionary )dictionary )assignment )expression_statement )block )if_statement (function_definition (function_name_make_env) function_name_make_env (parameters (identifier_rank) identifier_rank )parameters (block (function_definition (function_name__thunk) function_name__thunk (parameters )parameters (block (expression_statement (assignment (identifier_env) identifier_env (call (attribute (identifier_gym) identifier_gym (identifier_make) identifier_make )attribute (argument_list (identifier_env_id) identifier_env_id )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_env) identifier_env (identifier_seed) identifier_seed )attribute (argument_list (binary_operator (identifier_seed) identifier_seed (identifier_rank) identifier_rank )binary_operator )argument_list )call )expression_statement (return_statement (identifier_env) identifier_env )return_statement )block )function_definition (return_statement (identifier__thunk) identifier__thunk )return_statement )block )function_definition (expression_statement (call (identifier_set_global_seeds) identifier_set_global_seeds (argument_list (identifier_seed) identifier_seed )argument_list )call )expression_statement (return_statement (call (identifier_SubprocVecEnv) identifier_SubprocVecEnv (argument_list (list_comprehension (call (identifier_make_env) identifier_make_env (argument_list (binary_operator (identifier_i) identifier_i (identifier_start_index) identifier_start_index )binary_operator )argument_list )call (for_in_clause (identifier_i) identifier_i (call (identifier_range) identifier_range (argument_list (identifier_num_env) identifier_num_env )argument_list )call )for_in_clause )list_comprehension )argument_list )call )return_statement )block )function_definition )module
Create a wrapped, SubprocVecEnv for Gym Environments.
(module (function_definition (function_name___exportUsers) function_name___exportUsers (parameters (identifier_self) identifier_self (identifier_sort) identifier_sort (default_parameter (identifier_limit) identifier_limit (integer_0) integer_0 )default_parameter )parameters (block (expression_statement (assignment (identifier_position) identifier_position (integer_1) integer_1 )assignment )expression_statement (expression_statement (assignment (identifier_dataUsers) identifier_dataUsers (call (attribute (identifier_self) identifier_self (identifier_getSortedUsers) identifier_getSortedUsers )attribute (argument_list (identifier_sort) identifier_sort )argument_list )call )assignment )expression_statement (if_statement (identifier_limit) identifier_limit (block (expression_statement (assignment (identifier_dataUsers) identifier_dataUsers (subscript (identifier_dataUsers) identifier_dataUsers (slice (colon) colon (identifier_limit) identifier_limit )slice )subscript )assignment )expression_statement )block )if_statement (expression_statement (assignment (identifier_exportedUsers) identifier_exportedUsers (list )list )assignment )expression_statement (for_statement (identifier_u) identifier_u (identifier_dataUsers) identifier_dataUsers (block (expression_statement (assignment (identifier_userExported) identifier_userExported (call (attribute (identifier_u) identifier_u (identifier_export) identifier_export )attribute (argument_list )argument_list )call )assignment )expression_statement (expression_statement (assignment (subscript (identifier_userExported) identifier_userExported (string_"position") string_"position" )subscript (identifier_position) identifier_position )assignment )expression_statement (expression_statement (call (attribute (identifier_exportedUsers) identifier_exportedUsers (identifier_append) identifier_append )attribute (argument_list (identifier_userExported) identifier_userExported )argument_list )call )expression_statement (if_statement (comparison_operator (identifier_position) identifier_position (call (identifier_len) identifier_len (argument_list (identifier_dataUsers) identifier_dataUsers )argument_list )call )comparison_operator (block (expression_statement (assignment (subscript (identifier_userExported) identifier_userExported (string_"comma") string_"comma" )subscript (True) True )assignment )expression_statement )block )if_statement (expression_statement (augmented_assignment (identifier_position) identifier_position (integer_1) integer_1 )augmented_assignment )expression_statement )block )for_statement (return_statement (identifier_exportedUsers) identifier_exportedUsers )return_statement )block )function_definition )module
Export the users to a dictionary. :param sort: field to sort the users :type sort: str. :return: exported users. :rtype: dict.
(module (function_definition (function_name_subscribe) function_name_subscribe (parameters (identifier_self) identifier_self (identifier_topic) identifier_topic (default_parameter (identifier_qos) identifier_qos (integer_0) integer_0 )default_parameter )parameters (block (expression_statement (assignment (pattern_list (identifier_result) identifier_result (identifier_mid) identifier_mid )pattern_list (call (attribute (attribute (identifier_self) identifier_self (identifier_client) identifier_client )attribute (identifier_subscribe) identifier_subscribe )attribute (argument_list (keyword_argument (identifier_topic) identifier_topic (identifier_topic) identifier_topic )keyword_argument (keyword_argument (identifier_qos) identifier_qos (identifier_qos) identifier_qos )keyword_argument )argument_list )call )assignment )expression_statement (if_statement (comparison_operator (identifier_result) identifier_result (identifier_MQTT_ERR_SUCCESS) identifier_MQTT_ERR_SUCCESS )comparison_operator (block (expression_statement (assignment (subscript (attribute (identifier_self) identifier_self (identifier_topics) identifier_topics )attribute (identifier_topic) identifier_topic )subscript (call (identifier_TopicQos) identifier_TopicQos (argument_list (keyword_argument (identifier_topic) identifier_topic (identifier_topic) identifier_topic )keyword_argument (keyword_argument (identifier_qos) identifier_qos (identifier_qos) identifier_qos )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_debug) identifier_debug )attribute (argument_list (call (attribute (string_'Subscribed to topic: {0}, qos: {1}') string_'Subscribed to topic: {0}, qos: {1}' (identifier_format) identifier_format )attribute (argument_list (identifier_topic) identifier_topic (identifier_qos) identifier_qos )argument_list )call )argument_list )call )expression_statement )block (else_clause (block (expression_statement (call (attribute (identifier_logger) identifier_logger (identifier_error) identifier_error )attribute (argument_list (call (attribute (string_'Error {0} subscribing to topic: {1}') string_'Error {0} subscribing to topic: {1}' (identifier_format) identifier_format )attribute (argument_list (identifier_result) identifier_result (identifier_topic) identifier_topic )argument_list )call )argument_list )call )expression_statement )block )else_clause )if_statement (return_statement (tuple (identifier_result) identifier_result (identifier_mid) identifier_mid )tuple )return_statement )block )function_definition )module
Subscribe to a certain topic. :param topic: a string specifying the subscription topic to subscribe to. :param qos: the desired quality of service level for the subscription. Defaults to 0. :rtype: (int, int) :result: (result, mid) A topic is a UTF-8 string, which is used by the broker to filter messages for each connected client. A topic consists of one or more topic levels. Each topic level is separated by a forward slash (topic level separator). The function returns a tuple (result, mid), where result is MQTT_ERR_SUCCESS to indicate success or (MQTT_ERR_NO_CONN, None) if the client is not currently connected. mid is the message ID for the subscribe request. The mid value can be used to track the subscribe request by checking against the mid argument in the on_subscribe() callback if it is defined. **Topic example:** `myhome/groundfloor/livingroom/temperature`
(module (function_definition (function_name_clear) function_name_clear (parameters (identifier_self) identifier_self )parameters (block (if_statement (comparison_operator (attribute (identifier_self) identifier_self (identifier_default_value) identifier_default_value )attribute (None) None )comparison_operator (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_current_value) identifier_current_value )attribute (call (identifier_bytearray) identifier_bytearray (argument_list )argument_list )call )assignment )expression_statement )block (else_clause (block (expression_statement (assignment (attribute (identifier_self) identifier_self (identifier_current_value) identifier_current_value )attribute (call (identifier_bytearray) identifier_bytearray (argument_list (attribute (identifier_self) identifier_self (identifier_default_value) identifier_default_value )attribute )argument_list )call )assignment )expression_statement )block )else_clause )if_statement )block )function_definition )module
Clear this config variable to its reset value.
(module (function_definition (function_name_get_parents) function_name_get_parents (parameters (identifier_obj) identifier_obj (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (expression_statement (assignment (identifier_num_of_mro) identifier_num_of_mro (call (attribute (identifier_kwargs) identifier_kwargs (identifier_get) identifier_get )attribute (argument_list (string_"num_of_mro") string_"num_of_mro" (integer_5) integer_5 )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_mro) identifier_mro (call (identifier_getmro) identifier_getmro (argument_list (attribute (identifier_obj) identifier_obj (identifier___class__) identifier___class__ )attribute )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_mro_string) identifier_mro_string (call (attribute (string_', ') string_', ' (identifier_join) identifier_join )attribute (argument_list (list_comprehension (call (identifier_extract_type) identifier_extract_type (argument_list (call (identifier_str) identifier_str (argument_list (identifier_t) identifier_t )argument_list )call )argument_list )call (for_in_clause (identifier_t) identifier_t (subscript (identifier_mro) identifier_mro (slice (colon) colon (identifier_num_of_mro) identifier_num_of_mro )slice )subscript )for_in_clause )list_comprehension )argument_list )call )assignment )expression_statement (return_statement (call (attribute (string_"Hierarchy: {}") string_"Hierarchy: {}" (identifier_format) identifier_format )attribute (argument_list (identifier_mro_string) identifier_mro_string )argument_list )call )return_statement )block )function_definition )module
Return the MRO of an object. Do regex on each element to remove the "<class..." bit.
(module (function_definition (function_name_rpop) function_name_rpop (parameters (identifier_self) identifier_self (identifier_key) identifier_key (keyword_separator )keyword_separator (default_parameter (identifier_encoding) identifier_encoding (identifier__NOTSET) identifier__NOTSET )default_parameter )parameters (block (return_statement (call (attribute (identifier_self) identifier_self (identifier_execute) identifier_execute )attribute (argument_list (string_b'RPOP') string_b'RPOP' (identifier_key) identifier_key (keyword_argument (identifier_encoding) identifier_encoding (identifier_encoding) identifier_encoding )keyword_argument )argument_list )call )return_statement )block )function_definition )module
Removes and returns the last element of the list stored at key.
(module (function_definition (function_name_getitem_column_array) function_name_getitem_column_array (parameters (identifier_self) identifier_self (identifier_key) identifier_key )parameters (block (expression_statement (assignment (identifier_numeric_indices) identifier_numeric_indices (call (identifier_list) identifier_list (argument_list (call (attribute (attribute (identifier_self) identifier_self (identifier_columns) identifier_columns )attribute (identifier_get_indexer_for) identifier_get_indexer_for )attribute (argument_list (identifier_key) identifier_key )argument_list )call )argument_list )call )assignment )expression_statement (function_definition (function_name_getitem) function_name_getitem (parameters (identifier_df) identifier_df (default_parameter (identifier_internal_indices) identifier_internal_indices (list )list )default_parameter )parameters (block (return_statement (subscript (attribute (identifier_df) identifier_df (identifier_iloc) identifier_iloc )attribute (slice (colon) colon )slice (identifier_internal_indices) identifier_internal_indices )subscript )return_statement )block )function_definition (expression_statement (assignment (identifier_result) identifier_result (call (attribute (attribute (identifier_self) identifier_self (identifier_data) identifier_data )attribute (identifier_apply_func_to_select_indices) identifier_apply_func_to_select_indices )attribute (argument_list (integer_0) integer_0 (identifier_getitem) identifier_getitem (identifier_numeric_indices) identifier_numeric_indices (keyword_argument (identifier_keep_remaining) identifier_keep_remaining (False) False )keyword_argument )argument_list )call )assignment )expression_statement (expression_statement (assignment (identifier_new_columns) identifier_new_columns (subscript (attribute (identifier_self) identifier_self (identifier_columns) identifier_columns )attribute (identifier_numeric_indices) identifier_numeric_indices )subscript )assignment )expression_statement (expression_statement (assignment (identifier_new_dtypes) identifier_new_dtypes (subscript (attribute (identifier_self) identifier_self (identifier_dtypes) identifier_dtypes )attribute (identifier_numeric_indices) identifier_numeric_indices )subscript )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier___constructor__) identifier___constructor__ )attribute (argument_list (identifier_result) identifier_result (attribute (identifier_self) identifier_self (identifier_index) identifier_index )attribute (identifier_new_columns) identifier_new_columns (identifier_new_dtypes) identifier_new_dtypes )argument_list )call )return_statement )block )function_definition )module
Get column data for target labels. Args: key: Target labels by which to retrieve data. Returns: A new QueryCompiler.
(module (function_definition (function_name_memory_usage) function_name_memory_usage (parameters (identifier_self) identifier_self (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (function_definition (function_name_memory_usage_builder) function_name_memory_usage_builder (parameters (identifier_df) identifier_df (dictionary_splat_pattern (identifier_kwargs) identifier_kwargs )dictionary_splat_pattern )parameters (block (return_statement (call (attribute (identifier_df) identifier_df (identifier_memory_usage) identifier_memory_usage )attribute (argument_list (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )return_statement )block )function_definition (expression_statement (assignment (identifier_func) identifier_func (call (attribute (identifier_self) identifier_self (identifier__build_mapreduce_func) identifier__build_mapreduce_func )attribute (argument_list (identifier_memory_usage_builder) identifier_memory_usage_builder (dictionary_splat (identifier_kwargs) identifier_kwargs )dictionary_splat )argument_list )call )assignment )expression_statement (return_statement (call (attribute (identifier_self) identifier_self (identifier__full_axis_reduce) identifier__full_axis_reduce )attribute (argument_list (integer_0) integer_0 (identifier_func) identifier_func )argument_list )call )return_statement )block )function_definition )module
Returns the memory usage of each column. Returns: A new QueryCompiler object containing the memory usage of each column.
(module (function_definition (function_name_on_click) function_name_on_click (parameters (identifier_self) identifier_self (identifier_event) identifier_event )parameters (block (if_statement (boolean_operator (comparison_operator (subscript (identifier_event) identifier_event (string_'button') string_'button' )subscript (integer_1) integer_1 )comparison_operator (comparison_operator (string_'button1') string_'button1' (attribute (identifier_self) identifier_self (identifier_options) identifier_options )attribute )comparison_operator )boolean_operator (block (expression_statement (call (attribute (identifier_subprocess) identifier_subprocess (identifier_call) identifier_call )attribute (argument_list (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_options) identifier_options )attribute (string_'button1') string_'button1' )subscript (identifier_split) identifier_split )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block (elif_clause (boolean_operator (comparison_operator (subscript (identifier_event) identifier_event (string_'button') string_'button' )subscript (integer_2) integer_2 )comparison_operator (comparison_operator (string_'button2') string_'button2' (attribute (identifier_self) identifier_self (identifier_options) identifier_options )attribute )comparison_operator )boolean_operator (block (expression_statement (call (attribute (identifier_subprocess) identifier_subprocess (identifier_call) identifier_call )attribute (argument_list (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_options) identifier_options )attribute (string_'button2') string_'button2' )subscript (identifier_split) identifier_split )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block )elif_clause (elif_clause (boolean_operator (comparison_operator (subscript (identifier_event) identifier_event (string_'button') string_'button' )subscript (integer_3) integer_3 )comparison_operator (comparison_operator (string_'button3') string_'button3' (attribute (identifier_self) identifier_self (identifier_options) identifier_options )attribute )comparison_operator )boolean_operator (block (expression_statement (call (attribute (identifier_subprocess) identifier_subprocess (identifier_call) identifier_call )attribute (argument_list (call (attribute (subscript (attribute (identifier_self) identifier_self (identifier_options) identifier_options )attribute (string_'button3') string_'button3' )subscript (identifier_split) identifier_split )attribute (argument_list )argument_list )call )argument_list )call )expression_statement )block )elif_clause )if_statement )block )function_definition )module
A function that should be overwritten by a plugin that wishes to react to events, if it wants to perform any action other than running the supplied command related to a button. event: A dictionary passed from i3bar (after being decoded from JSON) that has the folowing format: event = {'name': 'my_plugin', 'x': 231, 'y': 423} Note: It is also possible to have an instance key, but i3situation doesn't set it.