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+_ar|256|_args!14998&32282@_arrays!21758&41538@_arrays!21759&41538@_array_converter!11467&13050@_arg!21760&6787@_arg!21761&6787@_arrow_transmuter!21762&34851@_args!21763&27539@_args!21764&9099@_args!21765&9099@_array!21766&13931@_array_values!11017&28922@_arg_models!21767&41435@_args!21768&32819@_args!21769&32819@_args!21770&32819@_arpack_solver!10529&5699@_arpack_solver!10530&5699@_arithmetic_data!21771&6442@_ary!21772&56603@_arr!21773&23235@_args!21774&64947@_Ars!21775&4219@_args!21776&44323@_args!21777&44323@_arrmap!20762&61515@_arrmap!11643&61515@_argprefix!19851&29803@_arithmetic_uncertainty!21771&6442@_arrange_tabs!15287&36458@_argloc!21778&25939@_argcheck!21779&6106@_argcheck!21780&6106@_argcheck!21781&6106@_argcheck!21782&6106@_argcheck!21783&6106@_argcheck!21784&6106@_argcheck!21785&6106@_argcheck!21786&6106@_argcheck!21787&6106@_argcheck!21788&6106@_argcheck!21789&6106@_argcheck!21790&6106@_argcheck!21791&6106@_argcheck!21792&6106@_argcheck!21793&6106@_argcheck!21794&6106@_argcheck!21795&6106@_argcheck!21796&6106@_argcheck!21797&6106@_argnames!21798&7339@_argnames!21799&7339@_arithmetic_meta!21771&6442@_arrays!21800&26411@_args!21801&7923@_args!21802&29755@_arch!21803&27723@_ARROW_STYLE!20315&30203@_ARROW_STYLE!21804&30203@_arguments!11753&34682@_array_dtype!10960&12795@_are_name_and_alias_lists_equal!12975&58674@_args!21805&4579@_arg!21806&37835@_args_with_self!19632&23770@_args!11003&24266@_args!13293&24266@_args!10869&24266@_args!10681&24266@_args!21807&8587@_args!21808&29803@_archive!21809&33723@_args!14343&40154@_args!21810&40154@_args!21811&40154@_args!21812&40154@_args!21813&40154@_args!21814&40154@_args!21815&40154@_args!12965&2155@_args!13020&2155@_arithmetic_mask!21771&6442@_array!21816&13739@_arrmap!12770&25803@_argument_count!21817&11107@_arglist!21818&66427@_arrow_symbols!10629&38011@_args!10774&11802@_argv!21819&27619@_arrangement!21820&26731@_array_backup!21821&37139@_arenas!21616&6011@_arg2fixturedefs!21822&29803@_arg2fixturedefs!21823&29803@_arg2fixturedefs!21824&29803@_arg2fixturedefs!21825&29803@_args!21826&2635@_argminmax_wrap!21827&78698@_ARROW_RE!17844&26179@_args!21828&27827@_arpack_extract!10529&5699@_arpack_extract!10530&5699@_argcheck!16896&32034@_argcheck!21829&32034@_argcheck!16897&32034@_arc!18827&2034@_array!21830&31795@_argnames!20689&14499@_argnames!21831&14499@_argnames!20690&14499@_argnames!21832&14499@_array_expr_to_set!21833&41106@_array!21821&37139@_array!21834&37139@_args_adjust!20487&23690@_args_adjust!20495&23690@_args_adjust!20496&23690@_args_adjust!20489&23690@_args_adjust!20494&23690@_args_adjust!10537&23690@_args!21835&68787@_arg2index!21823&29803@_arg2index!21824&29803@_args!21836&14251@_args!21837&14251@_argv!21838&70042@_arrow_relpos!21839&31187@_arraytype!21840&32963@_arraytype!21841&32963@_arrays!11020&13074@_arithmetic!21771&6442@_arraysize!21842&7355@_arithmetic_wcs!21771&6442@_array_form!10785&23411@_arraysize!21843&3931@_array!21844&14331@_args!21845&12147@_args!21846&12147@_args!21847&12147@_args_be_type!21767&41435@_arrmap!12780&31475@_args!21406&43547@_args!21848&43547@_args!21849&43547@_args!21850&43547@_args!21851&43547@_args!21852&43547@_args!21853&43547@_artist!21854&23731@_artist_list!21855&24795@_artist_list!21856&24795@_artist_list!21857&24795@_array_modified!12996&37138@_argcheck!21858&44970@_argcheck!21859&44970@_arrow_relpos!21860&23731@_arrow_relpos!21861&23731@_argnames!13172&37051@_argnames!21862&15667@_argnames!21863&15667@_argnames!21864&15667@_argnames!21865&15667@_argnames!21866&15667@_argnames!21867&15667@_argnames!21868&15667@_argnames!21869&15667@_argnames!21870&15667@_argnames!21871&15667@_argnames!21872&15667@_argnames!21873&15667@_argnames!21874&15667@_argnames!21875&15667@_argnames!21876&15667@_argnames!21877&15667@_argnames!21878&15667@_argnames!21879&15667@_argnames!21880&15667@_argnames!21881&15667@_argnames!21882&15667@_argnames!21883&15667@_argnames!21884&15667@_argnames!21885&15667@_argnames!21886&15667@_argnames!21887&15667@_argnames!21888&15667@_argnames!21889&15667@_argnames!20579&15667@_argnames!21890&15667@_argnames!21891&15667@_argnames!21892&15667@_argnames!21893&15667@_argnames!21894&15667@_argnames!21895&15667@_arg_for_type!21896&24514@_arg_for_type!21897&24514@_arg_for_type!21898&24514@_arg_for_type!21899&24514@_arg_for_type!21900&24514@_arn!10801&72082@_args!12946&40163@_args!12941&40163@_args!12947&40163@_args!12951&40163@_args!12714&40163@_args!12948&40163@_args!12024&40163@_args!12956&40163@_args!12950&40163@_args!11546&40163@_args!21901&40163@_args!12949&40163@_args!12945&40163@_args!12953&40163@_args!12952&40163@_args!12954&40163@_args!12944&40163@_args!12942&40163@_args!12955&40163@_args!12940&40163@_args!12943&40163@_array!21902&56315@_array!21903&56315@_arcs!21904&41299@_array!21905&7915@_artcmd!12576&9554@_arg2finish!21825&29803@_array_typer!19881&32962@_args!21059&7898@_arr_to_str!21906&55602@_argcheck!21907&54994@_args!21908&7003@_arrmap!10810&11691@_arg!14616&2050@_args!21909&40155@_argcheck!21910&5274@_argcheck!21911&5274@_argcheck!21912&5274@_argcheck!21913&5274@_argcheck!21914&5274@_argcheck!21915&5274@_argcheck!21916&5274@_argcheck!21917&5274@_argcheck!21918&5274@_argcheck!21919&5274@_args_to_textual!15024&30410@_arpack_solver!10529&8835@_arpack_solver!10530&8835@_arg2scopenum!21920&29803@_argcheck!12056&29018@_arg_to_ctypes!12991&46754@_arpack_extract!10529&8835@_arpack_extract!10530&8835@_ARG_DEFAULT!15171&28011@_argnames!20614&35563@_args!10513&24418@_arg_max_reduced_likelihood_function!15004&62066@ 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42@_get_by_id!10809&59762@_get_candidates!16528&7018@_get_base_url!12245&32818@_get_absolute_timeout!12473&40570@_getNCPUs!13201&15442@_getNCPUs!16091&15442@_getNCPUs!11730&15442@_getNCPUs!16092&15442@_getNCPUs!16093&15442@_getNCPUs!16094&15442@_get_with!10869&8738@_get_agg_axis!10681&24074@_get_calculating_verts_pos!20410&71274@_get_input_buffer_cursor_pos!15103&52490@_get_enum_map!10987&27378@_get_unit!25186&70306@_get_bucket!12558&57322@_get_contents!12008&31674@_get_help_string!16048&11450@_get_help_string!25422&11450@_get_calculating_verts!20410&71274@_get__ident_func__!11784&67898@_gen_attr_names!18919&35002@_get_SVEM_NSPs!21575&65594@_get_support_mask!20055&83466@_get_config!19758&49514@_get_canvas!15450&28642@_get_server_version_info!14417&56762@_get_delta_ut1_utc!10686&12434@_get_heap_data!10868&24530@_getclosed!12302&4618@_getfailureheadline!14285&34834@_get_errno!19482&25530@_get_simple_unit_names!20080&23738@_get_class_docstring!25356&35098@_get_metadata!13848&11970@_get_state!21483&27011@_get_font_key!14159&61738@_get_module!13211&2058@_get_goal_module!20139&23146@_get_data!10682&13970@_get_data!13188&13970@_get_major_ticklabels!15305&42866@_get_anchored_bbox!15830&31186@_get_g!12605&23922@_get_color!19157&7058@_get_info!12919&50178@_get_scope_indents!20271&32074@_get_init_params!17833&68978@_get_css_classes!15756&13658@_get_setters_and_targets!17753&31426@_get_lambda_evaluator!20410&71274@_get_default_schema_name!25423&36418@_get_deprecated_attributes!11219&3818@_get_server_version_info!19403&33914@_get_optional_kwargs!16055&11450@_generate_cpy_typedef_ctx!18158&33690@_get_raster_interval!15394&65066@_get_callback!15239&14250@_get_all_options!12051&2562@_get_value!10995&71298@_get_tick_info!16737&42306@_getparams!10915&5538@_generate_cpy_union_collecttype!16140&47747@_get!10801&11826@_get_time_fmt!10686&12434@_generate_nothing!19700&47762@_generate_unit_names!25186&70306@_get_legend_handles!14637&34826@_generate_cpy_const!18158&33690@_get_grouper!12098&27226@_get_directory_containing_module!17663&21906@_get_colors!20487&23690@_get_colors!10537&23690@_get_c_name!20930&41514@_get_body!19291&23226@_get_namespace!11014&1026@_get_namespace!11016&1026@_generate_struct_or_union_decl!16140&47746@_get_type!25424&27762@_get_loop_opening_ending!15063&47546@_get_args!12051&2562@_get_networks_key!11354&22482@_get_server_version_info!14371&33290@_get_meshes_grid!15394&65066@_get_operator!11284&32458@_get_parent_path!11798&25834@_getrefnum!15186&12018@_get_chunks!10513&24418@_get_conn!14248&25218@_getink!18434&57914@_get_ssl_context!14480&30146@_get!11854&16098@_get_hashed_path!14574&32490@_get_join_index!13472&29642@_get_length!21066&5706@_get_length!10863&5706@_generators!21959&33275@_getitem_column!10681&24074@_get_item_cache!10984&27426@_get_requirements!12558&7234@_get_kernel_source!23428&31826@_get_text2_transform!20736&42922@_get_text2_transform!20737&42922@_getpytestargs!15387&35114@_get_slice!12110&5866@_get_line_y!17506&10818@_get_toolbar!16788&31890@_get_image_properties!10755&83786@_get_internalSubset!15364&23994@_get_toolbar!25425&27210@_get_unit!13990&11234@_get_unit!11458&11234@_get_unit!11459&11234@_get_unit!11454&11234@_get_char_x!17506&10818@_get_header!22746&3338@_get_header!16749&3338@_get_header!22747&3338@_get_header!22748&3338@_gettypenum!16140&47746@_getitem_axis!11256&24578@_getitem_axis!13266&24578@_getitem_axis!24793&24578@_getitem_axis!23597&24578@_get_param_names!20977&34970@_get_ostream!14725&30394@_generate_normals!10720&42882@_get_fill_properties!14212&74170@_get_baseline!14616&2050@_getFinalAction!11263&23123@_get_scale!12027&23730@_get_self_name!19291&23226@_get_input_buffer!13125&71954@_get_binner_for_time!10878&23250@_get_binner_for_time!21447&23250@_get_binner_for_time!21448&23250@_get_data!18708&42170@_get_radius!12928&34850@_get_scope_indents!19291&23226@_get_index_factory!21629&24706@_getbool_axis!13266&24578@_get_format_from_document!19715&62538@_gen!22429&33771@_get_tick2line!10903&42922@_get_tick2line!20736&42922@_get_tick2line!20737&42922@_get_dict!21483&27011@_get_wrap_line_width!12714&23730@_get_coef!25426&4114@_get_view!20344&24690@_get_axis_list!10720&42882@_get_fixturestack!19861&29802@_get_namebase!1059&4410@_get_date_and_size!14101&15362@_get_line_path!24736&54475@_get_socket!12694&7650@_get_socket!16201&7650@_generate_cpy_struct_collecttype!18158&33690@_gettable!11069&27378@_get_options!10981&5226@_get_spec!25427&25834@_get_spec!17908&25834@_get_backwards_tokenizer!18617&72626@_get_argument!15171&28010@_get_border_key!14159&61738@_get_normalized_active_repos!16634&2602@_generate_stmt!15017&47794@_get_final_replacement!14287&24050@_get_row_slice!13144&8458@_get_truncation_coordinates!17723&25770@_get_connected_components!13449&31794@_get_hinting_flag!13236&31970@_get_session!21992&71362@_get_mixins_!11029&10730@_get_local_toctree!25368&57066@_get_local_toctree!25428&57066@_get_global_type!17777&44234@_getParentArgParser!14376&21898@_getmean!13245&63330@_gen_axes_patch!13972&65970@_get_comment!17271&41786@_get_label!16320&42922@_get_label!20738&42922@_get_label!20739&42922@_get_extension_lengths!18262&35890@_get_child_path!18746&35570@_get_index_urls_locations!15728&4282@_get_prefix!14886&46882@_get_groupframe!17378&42914@_get_test!16132&8042@_gen!22899&35643@_generate_blocks!15196&21202@_get!17984&26882@_get_events!1198&14250@_get_root!16166&31698@_get_root!16167&31698@_get_root!16168&31698@_get_implementation!19785&27554@_get_implementation!19786&27554@_get_sip_output_list!13157&46082@_get_alpha_vec!11153&11490@_generate_info!20138&23146@_generate_info!25364&23146@_get_normal!21646&24402@_get_loop_opening_ending!20294&66570@_get_moving_element!19292&23226@_get_firstChild!10774&23994@_get_firstChild!20994&23994@_get_sawtooth_vertices!16690&34850@_get_slice_axis!11256&24578@_get_slice_axis!13266&24578@_get_slice_axis!23597&24578@_get_tagged_words!10655&51986@_getCapturedStderr!17406&52090@_get_arg_packer!17869&27074@_get_truncation_indexes!17723&25770@_get_stringData!17787&14818@_get_data!16936&23994@_get_ref_xy!20176&23730@_get_before_line!13769&28250@_getfuncargvalue!19861&29802@_get_numeric_data!10813&25370@_get_codes!10683&25754@_get_hg_revision!13359&4202@_get_single_quote!19233&11554@_get_text1_transform!20736&42922@_get_text1_transform!20737&42922@_get_module!13211&2298@_get_xy!12928&34850@_get_xy!16721&34850@_get_prec!18676&61754@_get_new_header!19291&23226@_get_time_bins!17561&23250@_get_wholeText!12714&23994@_get_be_type!13435&33354@_get_be_type!22555&33354@_get_be_type!22556&33354@_get_font!15659&38010@_get_font!15652&38010@_get_font!15661&38010@_get_labels!12236&47994@_get_nonansi_join_whereclause!19690&34426@_get_content_type!15729&4282@_get_chart_range!10755&83786@_generate_gen_union_decl!19700&47762@_get_timestamp!17256&23586@_getcount!13245&63330@_generate_challenge_response!14800&39762@_getitem_multilevel!13472&29642@_generate_cpy_macro_decl!18158&33690@_get_data_label!12140&26010@_get_preferred_index!24679&58530@_generate_cpy_struct_method!16140&47746@_get_code_info!13408&50178@_get_style!17249&6778@_getlink!19366&44794@_getattr_property!17175&46370@_get_cython_function!17933&27226@_generate_cpy_union_method!16140&47746@_generate_gen_variable_decl!19700&47762@_get_clip!19376&26114@_get_body!13770&28250@_get!10965&24226@_get!11399&24226@_get!10834&24226@_get_colinear!16761&27386@_get_test!16132&11938@_get_object_for_node!18538&31274@_get_unbound_names!16165&31698@_get_server_version_info!23649&84066@_getindex!11069&27378@_get_ufunc_and_otypes!11391&9106@_get_method_execution!13321&49186@_get_server_version_info!18337&53010@_generate_cpy_anonymous_decl!18158&33690@_getscopeitem!19861&29802@_get_index_name!12333&25730@_get!12159&22834@_get_value!20143&4962@_get_path!14574&32490@_get_image_tag!16395&67322@_get_items!20930&41514@_generate_struct_union!15017&47794@_generate_header!14132&54242@_get_extra_ldflags!13951&642@_get_prompt_cursor!15103&52490@_get_table_sql!20306&28194@_get_formatter!13872&11450@_get_axislines!14637&42866@_generate!12780&31474@_get_key!14437&67018@_getformat!15278&43018@_get!23994&73818@_get_dtypes!12140&26010@_get_all_ns_packages!25371&65522@_getx!11930&24850@_get_xf_index!14159&61738@_get_call_helper!17869&27074@_get_fill_key!14159&61738@_get_shape!24241&38002@_generate_cpy_function_decl!16140&47746@_generic_layout!13449&31794@_get_server_version_info!24042&37482@_get_supbook_index!10755&83770@_get_axis_list!20344&24690@_get_info!10846&37594@_get_labels!10683&25754@_generate_cpy_union_decl!16140&47746@_gen_init!18919&35002@_get_group_keys!17933&27226@_get_name!16540&25146@_GetSubList!13196&72570@_GetSubList!13197&72570@_getnobjects!13231&70266@_get_server_version_info!14459&71890@_get_tool!17750&45042@_get_parent_object_names!25411&3818@_get_ticklabels_offsets!16735&42306@_get_f_globals!13539&49482@_generate_cpy_enum_ctx!18158&33690@_get_binary_operator!11084&7242@_get_sentbreak_count!17896&34386@_get_object_array!11017&28922@_get!10801&14986@_get!25339&14986@_get!25340&14986@_get_val!10954&33858@_get_bool!23994&73818@_get_session_token!16289&67362@_get_size_of_instance!12991&46754@_generate_cpy_enum_collecttype!18158&33690@_get!13047&3362@_get_loop_opening_ending!17120&66762@_generate_cpy_variable_decl!16140&47746@_get_etree!17807&31650@_get_var!13483&20946@_get_resources!13636&28010@_get_localName!10774&23994@_get_localName!16933&23994@_get_localName!11000&23994@_get_completions!12094&28778@_get_key!17374&42914@_get_table_data!18956&50970@_get_label_clabeltext!21509&30330@_get!24033&26571@_get_sorted_names!11420&12138@_get_toplevel_options!12558&51530@_get_randfunc!14988&6962@_get_linenumber_pos!17506&10818@_get_lua!11220&52218@_getpointer!13435&33354@_getpointer!13436&33354@_get_closest_arch!17594&30530@_get_pattern!16518&24402@_get_color!20410&71274@_get_items!25429&38770@_get_items!25430&38770@_get_items!12060&38770@_getvalue!13435&33354@_getvalue!13436&33354@_get_range!25431&39234@_get_return_status!25432&27074@_get_return_status!25406&27074@_getmember!12543&8706@_get_property!12426&24226@_generate_from_original_query!14903&35490@_get_value!16933&23994@_get_constants!21959&33275@_get_core_transform!15592&39298@_get_core_transform!15605&39298@_get_core_transform!15596&39298@_get_core_transform!15597&39298@_getrms!13245&63330@_generate_python!16849&23954@_generate_script_magics!12310&73274@_get_repo_cred!16944&14802@_get_single_element!10952&12554@_get_server_version_info!19506&37490@_get_body_indents!20271&32074@_get_binner_for_grouping!12098&27226@_get_moving_element_with_imports!19292&23226@_get_table_pragma!20306&28194@_get_column!10655&51986@_get_data_in_date_range!13342&23194@_get_return_pattern!16873&23362@_generator!22414&26411@_get_publicId!20995&23994@_get_dist_to_box!12714&23730@_get_vertices!20401&82626@_get_maxsize!17710&5322@_get_matched_text!17855&26826@_getComponentTagMap!25433&37826@_getComponentTagMap!25434&37826@_get_toolbar!17375&42914@_get_super_classes!11634&26498@_generate_cpy_union_ctx!18158&33691@_generate!12770&25802@_get_drive!1059&4410@_getitem_lowerdim!11256&24578@_generate_cpy_variable_ctx!18158&33690@_get_ref_angle!16733&42306@_get_pages!19967&41890@_get_actual_args!17595&25410@_get_pow_x!11023&23866@_get_raw_item!10809&59762@_get_tab_width!15103&52490@_get_annual_rule!16327&23538@_get_stream_for_parsing!12737&24290@_get_cell!11116&61458@_generate_cpy_macro_ctx!18158&33690@_get_function_signature!25356&35098@_get_physical_type_id!10762&12002@_get_endog_name!12377&10986@_get_endog_name!12379&10986@_get_page!15728&4282@_get_subscriptions!13848&11970@_getvar!25264&36922@_getresp!12576&9554@_get_raw_xsrf_token!15171&28010@_generate_path!13350&36898@_generate_path!13351&36898@_get_palette_color!11116&47594@_get_conda_version!20331&22722@_get_scope!16845&35098@_get_imagesave_wildcards!18735&27946@_get_operator!11284&32522@_get_attr_opt!13202&5034@_getbyspec!12709&26418@_getbyspec!12710&26418@_generate_prefixes!19563&27098@_get_mark_id!11263&23122@_get_reference!10895&24786@_get_reference!15922&24786@_get_reference!15924&24786@_get_reference!12829&24786@_get_reference!12830&24786@_get_defining_scope!14170&30418@_get_systemId!20995&23994@_get_dps!18676&61754@_get_stale!13904&26058@_get_text!16169&31698@_generate_gen_enum_decl!19700&47762@_get_merge_data!14604&23794@_getDeclarations!16469&23698@_get_str!23994&73818@_get_column_info!25423&36418@_get_gram!20007&26618@_generate_session_ids!21715&37299@_get_compressor_options!15122&34698@_get_routing_vars!25435&58322@_get_attr_w_warn_on_none!17627&23786@_getcrashline!14285&34834@_get_lambda_evaluator!25395&47354@_get_lambda_evaluator!25396&47354@_get_lambda_evaluator!25397&47354@_get_lambda_evaluator!25398&47354@_get_lambda_evaluator!25399&47354@_get_lambda_evaluator!25400&47354@_get_lambda_evaluator!25401&47354@_get_lambda_evaluator!25402&47354@_getlinkpath!19570&8706@_get_strategy!21134&11714@_get_color!14159&61738@_gen_dialect_impl!20971&35314@_gen_dialect_impl!13199&35314@_get_statement!20294&66570@_get_tbdata!23306&25050@_get_tbdata!13093&25050@_get_cell!16402&47610@_generate_cpy_macro_collecttype!16140&47747@_get_source!25385&34346@_get_colors_mapped!22915&26474@_getmp!25361&22146@_get_affinity_matrix!19944&31762@_get_retry_after!25414&24290@_get_default_metavar_for_positional!16048&11450@_get_default_metavar_for_positional!25436&11450@_get_location!13225&34682@_get_launcher!15088&28690@_get_concluded_attributes!17400&27450@_get_freq!12770&25802@_get_end_cursor!15103&52490@_gens!11768&30314@_get_size!12991&46754@_get_categories!10683&25754@_get_digest!11820&39194@_get_markerfacecolor!13486&33514@_get_opener!14509&28170@_get_class_vars_type!17945&10082@_get_time_delta_bins!17561&23250@_get_site_registry!10960&12794@_get_triple_quote!19233&11554@_get_word_start_cursor!15103&52490@_get_lab0!25437&79354@_get_namespace!16934&23994@_get_dotted_tokens!11423&31698@_get_error_handlers!11572&33266@_get_calculating_cverts!20410&71274@_get_types!15839&46754@_get_statement!17271&41786@_get_mimetype!25414&24290@_generate_struct_or_union_method!16140&47746@_get_item_cache!10813&25370@_get_versions!25438&6674@_get_size!15185&12018@_get_goal_scope!20139&23146@_get_goal_scope!25439&23146@_get_listen_keys!25440&35786@_get_listen_keys!25441&35786@_get_axislines!14637&42858@_get_schemaType!16933&23994@_gevent_bug_timeout!11780&27627@_gen!23087&46883@_getints!13150&2010@_getContainer!13309&71667@_get_bool_data!10813&25370@_getunbranched!24654&34914@_getsum!13245&63330@_get_encoder!20467&35906@_get_pymodule!17982&26882@_get_default_mode!20603&71186@_get_wrapped_text!12714&23730@_get_ssl_options!14478&28442@_getitem_multilevel!10681&24074@_getNsTag!19956&3994@_get_arrow_wedge!16710&34850@_get_offset!15659&38010@_get_window!13526&25042@_get_window!15022&25042@_get_clause!17554&23634@_get_credentials_from_metadata!16358&38194@_get_script_text!15088&28690@_gen_axes_spines!25442&39298@_get_plain_text!18956&50970@_get_items!25443&38418@_get_items!15862&38418@_get_items!15863&38418@_get_words!10655&51986@_get_lbllist!12140&26010@_get_loss_function!20479&35018@_get_attributes_dict!10810&11690@_get_type_vars!18642&698@_get_type_vars!13658&698@_get_type_vars!12704&698@_get_type_vars!12705&698@_get_type_vars!12706&698@_get_type_vars!12707&698@_get_min!10861&39130@_get_subactions!12087&11450@_getters!21531&14987@_get_values!10798&24146@_get_class_vars_type!23331&23218@_get_aliased_mode!20603&71186@_getChild!10764&45402@_get_type_if_possible!21516&45770@_get_fixed_offset!16204&35410@_get_shared_string_index!15311&74146@_get_node!10951&3258@_get_values!10869&8738@_get_line_properties!14212&74170@_generate_cpy_enum_collecttype!16140&47747@_get_function_call!13770&28250@_getitem!25444&9171@_getitem!25445&9171@_get_line_coverage!17809&34570@_get_function_definition!13770&28250@_getParentArgParser!14795&26666@_get_static_folder!18498&29626@_getitem_tuple!11256&24578@_getitem_tuple!23597&24578@_get_documentElement!15365&23994@_getitem_nested_tuple!11256&24578@_get_factory_method!18072&65866@_getnrows!10513&41466@_get_comment!16900&67082@_get_format_key!14159&61738@_get_state_attr_by_column!17554&23634@_get_field_name!13852&67882@_getindent!17671&46114@_get_committed_state_attr_by_column!17554&23634@_get_varlist!12140&26010@_getnameinfo!14377&3962@_get_rendered_text_width!12714&23730@_generate_cpy_union_collecttype!18158&33691@_get_entityResolver!17786&14818@_GetSubList!16410&32146@_get_unary_operator!11003&24266@_get_unary_operator!13293&24266@_get_parsed_sent!10655&51986@_get_fmt!14026&47634@_get_fmt!10933&47634@_get_fmt!14027&47634@_get_stacked_values!20492&23690@_get_relative_to_absolute_list!18017&32722@_get_errorbars!20487&23690@_get_multialignment!12714&23730@_generate_cpy_constant_decl!18158&33690@_get_download_dir!11559&26754@_getentrysource!17671&46290@_get_return_argument!25406&27074@_getmedian!13245&63330@_get_default_cache_dir!15001&44338@_get_call!13770&28250@_generate_backref!17627&23786@_get_gridline!10903&42922@_get_gridline!20736&42922@_get_gridline!20737&42922@_generate_generic_unary_modifier!19563&27098@_get_axis!10813&25370@_get!14100&15363@_get_rotate_and_skew_transform!13235&24698@_get_vlblist!12140&26010@_get_ref!15239&14250@_get_statement!16900&67082@_get_string_slice!11017&28922@_get_display_units!12236&48050@_get_tick_bboxes!16320&42922@_get_subheader_index!20460&27674@_gen!25446&11563@_getitem_iterable!11256&24578@_get_levels!10909&31034@_get_axis_number!10813&25370@_gen_temp_sourcefile!22966&53002@_getexif!25447&23130@_getaddrinfo_debug!12252&14850@_geturl!12709&26418@_geturl!12710&26418@_get_object!12739&43410@_get_conv!11854&16098@_get_support_mask!20394&24826@_get_support_mask!20395&24826@_get_support_mask!20396&24826@_get_support_mask!20397&24826@_get_support_mask!20398&24826@_get_support_mask!20399&24826@_get_data_type!12236&48050@_get_naxis!11467&13050@_get_duplicates!10810&11691@_get_vars!11385&28650@_get!14099&9506@_get!25378&9506@_get_xticks!20487&23690@_get_rgba_face!13486&33514@_generate_type!15017&47794@_generate_coeff_names!16471&6434@_generate_coeff_names!16472&6434@_generate_coeff_names!16479&6434@_get_command_flags!11644&2874@_generate_toc!18866&1314@_generate_toc!18867&1314@_generate_toc!18862&1314@_get_url!11559&26754@_get_subplot_key!11219&3818@_get_align_properties!14159&61738@_get_label!12267&39234@_generate_cpy_typedef_decl!18158&33690@_get_gradient_properties!14212&74170@_get_dict_proxy!13539&49482@_get_tick1line!10903&42922@_get_tick1line!20736&42922@_get_tick1line!20737&42922@_get_fill_indexer!10810&11690@_get_direct!24504&69538@_generate_gen_const!19700&47762@_get_tests!11058&28522@_get_affine_transform!25442&39298@_get_affine_transform!15597&39298@_get_hasher!18644&6522@_get_auth_service_name!16630&42826@_get_bottom!11906&24794@_generic_test_unary!25357&82610@_get_converter!10993&11354@_get_converter!11067&11354@_get_bucket_key!19845&44666@_generate_cpy_macro_method!16140&47747@_get_ordered_args!20732&59082@_get_corpus!13782&1546@_get_orientation!12928&34850@_get_bracket!16708&34850@_get_radius_neighbors!16528&7018@_get_subparser_completions!12094&28778@_get_name!16933&23994@_get_name!16934&23994@_get_hostport!14550&3986@_get_shell_cmd!15943&49618@_get_format!19715&62538@_gettopic!11601&9882@_get_items!11078&25186@_get_cached_version!25448&28010@_get_line!12962&1290@_get_valid_values_regex!17753&31427@_get_extra_info!18096&27890@_get_next_positional!12094&28778@_get_notnull_col_dtype!17221&27418@_get_line_strength!12177&60938@_get_complexes_sqf!20656&10810@_generate_gen_struct_decl!19700&47762@_get_wrapped_tests!11312&28522@_get_records!12559&7234@_genid!11685&29803@_genid!25449&29803@_get_terminal_display_formatter!20459&12026@_get_super_methods!25356&35098@_get_shape!24241&38098@_get_input_buffer_cursor_column!15103&52490@_get_layout!12714&23730@_get_column_info!18588&28338@_get_properties!20460&27674@_generate!13237&57978@_get_precisions!14565&25266@_get_handler!16055&11450@_get_conn!14248&25234@_gen_axes_patch!20344&24690@_get_uncs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+_pr|1580|_print_Dummy!24011&74642@_print_Tuple!14072&70642@_print_GoldenRatio!17120&66762@_print_IntegerRing!14072&70642@_print_Integer!24011&74642@_prec!10996&811@_print_floor!14072&70642@_print_FracElement!14072&70642@_previous_state!27715&29211@_previous_state!27716&29211@_process_bmp!10755&83786@_print_width_1d!10682&13971@_print_NoneType!19080&37994@_print_Subs!14072&70642@_print_Normal!24011&74642@_print_time_latex!27717&15331@_pr_name!27718&28715@_print_ImmutableSparseMatrix!24093&72619@_print_assoc_legendre!19080&37994@_print_Derivative!18546&68946@_print_ImmutableSparseMatrix!27719&67243@_print_ImmutableSparseMatrix!27171&67243@_print_FunctionMatrix!14072&70642@_print_matrix_contents!14072&70642@_print_Tr!24011&74642@_preprocess!12074&35426@_problems!27720&23683@_print_SeqMul!14072&70643@_print_contents!12817&15626@_print_contents!16355&15626@_print_DenseMatrix!17120&66763@_prepare_image!11116&47594@_print_Order!17271&41787@_print_Poly!19080&37994@_print_Matrix!16900&67083@_prunetraceback!11912&29802@_print_ImaginaryUnit!24011&74642@_propagate_divide!27721&60154@_print_SparseMatrix!17120&66762@_print_pretty!21694&15626@_propagate_divide!27722&69890@_print_subscript_pretty!20783&15018@_process_vertical_morphism!14599&31794@_private_networks!26359&22563@_private_networks!26360&22563@_production_to_tree!18373&56130@_process_state!12013&8730@_profile_changed!18637&43682@_pretask!13058&36802@_print_RootOf!17271&41787@_print_tuple!20021&67091@_print_elliptic_pi!14072&70642@_private_value!27723&28099@_provider!22407&15363@_print_factorial2!14072&70642@_print_list!17271&41787@_print_SeqAdd!19080&37995@_print_Relational!24077&67242@_print_factorial!19080&37994@_print_set!19080&37994@_print_Complement!19080&37994@_print_jn!16900&67082@_prepare_threads!18101&39194@_proxies!24167&31459@_probdist_factory!24853&7299@_print_FiniteSet!19080&37994@_print_NegativeInfinity!20294&66570@_proxy_factory!22951&29067@_print_RootsOf!17271&41787@_print_as!27724&12531@_previous_prompt_obj!26152&55675@_previous_prompt_obj!27725&55675@_previous_prompt_obj!27726&55675@_prepare_mapper_arguments!20308&23170@_process_args!12051&2562@_print_factorial2!19080&37994@_proc_builtin!19570&8706@_process_range!10810&36450@_print_GoldenRatio!18546&68946@_Print!11753&34682@_PRODUCTION_RE!17844&26179@_process!22582&22723@_print_elliptic_pi!19080&37994@_print_Limit!17271&41787@_print_floor!19080&37994@_print_ProductSet!24011&74642@_prodlist!25710&5459@_print_FractionField!19080&37994@_print_Integral!20021&67090@_process_args!17328&83050@_preprocessors!15400&59755@_preprocessors!27727&59755@_prewarm!26591&31347@_processopt!21672&29587@_print_MatrixElement!16900&67082@_print_Tr!14072&70642@_prof_sort_index!27728&8731@_prufer_repr!20590&71747@_prufer_repr!27729&71747@_protocol!26522&15315@_print_MutableSparseMatrix!16900&67083@_prepare_files!25342&29090@_prepare_files!17549&29090@_prepare_files!25343&29090@_prepare_files!25344&29090@_propagate_multiply!13352&13930@_propagate_multiply!23377&13930@_propagate_multiply!23378&13930@_print_Dict!27171&67243@_project_and_cluster!19844&8522@_print_nth_root!14072&70642@_print_FracField!14072&70642@_print_contents_latex!20763&4130@_property!19097&60194@_proxied_property!17369&51362@_progress_alive!14093&26754@_print_BaseVectorField!19080&37994@_programs!21526&28819@_print_int!24011&74642@_print_Integers!19080&37994@_print_Tr!19080&37994@_print_Pow!24011&74642@_print_IntegerRing!19080&37994@_private_keys!21454&11971@_private_keys!25724&11971@_property_values!27730&30027@_print_Float!24011&74642@_print_MatrixBase!27719&67242@_print_Tuple!19080&37994@_process!14979&68786@_print_Indexed!13695&60250@_print_label_pretty!24648&8330@_print_Cycle!19080&37994@_print_factorial!14072&70642@_print_bessely!19080&37994@_proxies!27731&4771@_print_ImmutableDenseMatrix!27719&67243@_print_ImmutableDenseMatrix!27171&67243@_project!21138&9090@_print_NegativeInfinity!17120&66762@_pretty_brackets!24463&15330@_proc_member!19570&7330@_print_DotProduct!14072&70642@_print_Mul!20021&67090@_print_factorial!17950&56994@_print_AtomicExpr!24093&72618@_print_NegativeInfinity!20021&67090@_print_MatrixBase!24093&72618@_print_CosineTransform!19080&37994@_print_Symbol!19080&37994@_prompt_pos!21663&52491@_prompt_pos!21735&52491@_print_FiniteSet!24011&74642@_protocol!23110&14163@_protocol!26538&14163@_protocol!22484&14163@_protocol!26539&14163@_print_InverseSineTransform!19080&37994@_prepare_callback!18007&36514@_print_ComplexInfinity!24011&74642@_print_Equivalent!19080&37994@_print_basestring!14072&70642@_prepare_conn!14550&33410@_print_Float!19080&37994@_print_IdentityMorphism!14072&70642@_print_Limit!24011&74642@_print_Limit!19080&37994@_print!20085&26770@_print_MatAdd!14072&70642@_print_Order!14072&70642@_print_TensorHead!24011&74642@_print_TensAdd!24011&74642@_print_Interval!14072&70642@_proc_gnulong!19570&8706@_print_Pow!19080&37994@_print_Idx!13695&60250@_print_meijerg!19080&37994@_prepare_pandas!17688&26010@_print_Complexes!19080&37994@_print_Tuple!24011&74642@_print_Identity!17120&66762@_print_FunctionClass!24093&72618@_process_executemany_defaults!24776&42634@_print_set!24011&74642@_process_request!19967&41890@_propobservers!21535&31427@_print_besseli!19080&37994@_private_key!21631&29555@_print_IndexedBase!19080&37994@_print_EulerGamma!24011&74642@_print_list!14072&70642@_print_besselj!19080&37994@_print_yn!19080&37994@_proc_sparse!19570&7330@_print_MatrixBase!18546&68946@_print_Complement!24011&74642@_print_Rational!15063&47546@_print_besselk!19080&37994@_process_linestyles!13219&30330@_prodlist_select!15952&4554@_print_MatrixBase!17120&66762@_prev_tab!14093&26754@_pre_save_hook_changed!22928&52770@_print_contents!27717&15330@_print_Naturals!19080&37994@_print_contents!21699&1002@_print_pdf_to_fh!27732&26890@_print_Lambda!14072&70642@_prodlist!27733&26179@_print_dict!19080&37994@_print_RealField!14072&70642@_print_Adjoint!19080&37994@_print_udivisor_sigma!19080&37994@_propagate_subtract!13352&13930@_propagate_subtract!23377&13930@_propagate_subtract!23378&13930@_print_Determinant!14072&70643@_print_contents_latex!21695&1130@_print_contents_latex!21696&1130@_prefix!27047&23995@_prefix!27734&23995@_print_BooleanFalse!19080&37995@_predicate!23265&43051@_predicate!23266&43051@_print_contents!21695&1130@_prewriteto!19566&25050@_pre!14616&2050@_pre!13542&2050@_PROGRESS_COLOR!14093&26755@_print_Function!27171&67242@_print_tuple!24093&72618@_print_label!20787&1130@_print_And!27719&67242@_print_And!24077&67242@_print_ProductSet!19080&37994@_print_ImmutableDenseMatrix!24093&72619@_precession_matrix!27735&61418@_print_NamedMorphism!24011&74642@_print_bitmap!19114&57930@_precession_matrix!27736&61410@_prodlist!27737&4555@_prefix!27037&46659@_print_AppliedUndef!17950&56994@_prompt_trait_changed!17175&46370@_print_hermite!19080&37994@_print_gamma!19080&37994@_preproc!17450&26002@_proc_pax!19570&7330@_print_BooleanTrue!16900&67082@_print_IdentityMorphism!24011&74642@_print_UndefinedFunction!19080&37994@_print_uppergamma!14072&70642@_print_Integral!18546&68946@_print_Basic!24011&74642@_process!13350&36898@_process!13351&36898@_print_ExpBase!19080&37994@_print_Xor!14072&70642@_process_horizontal_morphism!14599&31794@_print_SubModule!19080&37994@_print_Function!24093&72618@_print_Pow!13695&60250@_print_int!13695&60250@_prepare_conn!14550&33578@_print_Morphism!14072&70642@_prepared_index_name!27738&27098@_print_Catalan!17271&41786@_print_FractionField!14072&70642@_print_RationalConstant!24093&72618@_profile_dir!21714&42779@_print_Xor!17271&41786@_print_Zero!24011&74642@_print_AccumulationBounds!19080&37994@_print_ModuleImplementedIdeal!14072&70642@_process_queue!23297&28442@_proactor!24611&4043@_proactor!24612&4043@_procs!21835&68787@_print_NaN!24011&74642@_print_PolyRing!24093&72618@_property_lock!12209&32883@_property_lock!27739&32883@_prompt_started_hook!16930&26930@_print_legendre!19080&37994@_print_Piecewise!17950&56994@_print_Poly!24011&74642@_project!10846&13914@_project!21052&13914@_print_WildFunction!24011&74642@_propagate_add!27721&60154@_print!21694&15626@_print_Permutation!24011&74642@_print_bool!17120&66762@_preserve_parameter_order!13979&56059@_preserve_parameter_order!22298&56059@_print_SubModule!14072&70642@_print_MatrixSlice!19080&37994@_previousTestClass!13665&21883@_productions!27737&4555@_productions!27740&4555@_process_names!12236&48050@_print_operator_name_latex!24615&56330@_print_label!20783&15018@_print_module!16397&71626@_print_fresnels!19080&37994@_protocol!22438&5427@_protocol!26506&5427@_prodlist_select!15860&5458@_process_opts!12051&29754@_pretty!27741&34602@_prewriteto!17255&23586@_pretty!12657&34602@_pretty!27742&34602@_pretty!12658&34602@_pretty!27743&34602@_pretty!21950&34602@_pretty!12659&34602@_pretty!27744&34602@_pretty!21008&34602@_pred!14291&37866@_pred!14292&37866@_pred!14293&37866@_pred!14294&37866@_pred!14295&37866@_pred!14296&37866@_pred!14297&37866@_pred!14298&37866@_print_RealField!19080&37994@_preparse!11220&29586@_print_contents_latex!20783&15018@_print_contents!20783&15018@_print_MatAdd!24011&74642@_print_Mul!24093&72618@_print_Basic!17271&41787@_prompt_re!27745&5203@_prompt_re!27746&5203@_print_PolynomialRingBase!14072&70642@_print_Integer!17950&56994@_process_key_switches!26173&28906@_print_Sum2!24093&72618@_preprocessor_statements!22746&3338@_preprocessor_statements!16749&3338@_preprocessor_statements!22747&3338@_preprocessor_statements!22748&3338@_problems!26809&25147@_print_Fraction!24011&74642@_print_contents!20555&5098@_print_Infinity!18546&68946@_prefix_feature!24877&9571@_print_not_supported!17271&41786@_print_Function!20021&67090@_print_Function!27747&6970@_print_Function!27748&6970@_print_Function!27749&6970@_print_dict!14072&70642@_print_list!24011&74642@_print_Normal!17271&41787@_print_FiniteSet!14072&70642@_prev_event!27750&35867@_prev_event!27751&35867@_prev_event!27752&35867@_prepare_data!12220&27826@_print_conjugate!19080&37994@_print_ModuleImplementedIdeal!19080&37994@_protocol_connected!22438&5427@_protocol_connected!27438&5427@_protocol_connected!27753&5427@_print_Max!24077&67242@_process_range!13738&47138@_print_FracField!24011&74642@_print_fresnelc!19080&37994@_proposal_cmp!16847&35098@_print_assoc_laguerre!19080&37994@_print_Exp1!18546&68946@_print_figure!27754&30730@_prunelowestweight!15031&39258@_print_Tuple!16900&67083@_prune!25963&9547@_print_Transpose!19080&37994@_pretty!10860&13946@_print_Interval!19080&37994@_print_lines!13132&6298@_print_NegativeInfinity!15063&47546@_print_Float!14072&70642@_process_data!13342&23194@_prot_is_public!27755&27723@_prot_p!27756&2659@_prot_p!27757&2659@_prot_p!27758&2659@_print_meijerg!14072&70642@_print_Relational!18546&68946@_print_MatrixElement!24011&74642@_prepare_conn!14249&25218@_process_execute_ok!16930&26930@_print_Complement!14072&70642@_print_Xor!19080&37994@_printer!25133&55395@_process_execute_payload!16930&26930@_print_Indexed!15063&47546@_propagate_add!27721&43170@_protocol!22853&31507@_predict_proba!17617&83554@_print_Pi!18546&68946@_print_QuotientRingElement!14072&70642@_print_FracElement!24011&74642@_prunetraceback!10774&33602@_prunetraceback!26743&33602@_print_Symbol!14072&70642@_print_yn!16900&67082@_prep_regexes!19543&28714@_print_ComplexRegion!19080&37994@_pretty!21697&986@_pretty!24598&986@_pretty!24664&986@_pretty!24580&986@_print_Infinity!20294&66570@_print_Sum!14072&70642@_prepare_tables!11116&47594@_print_NaN!17271&41787@_print_ZeroMatrix!24011&74642@_print_Order!19080&37994@_prefix_from_prefix_string!20933&22482@_productions!22724&7219@_productions!27759&7219@_productions!24647&7219@_print_Basic!17950&56994@_predict_log_proba!20481&35018@_print_WildFunction!17271&41787@_print_Lambda!19080&37994@_print_WildFunction!24093&72618@_prev_yank!27760&67043@_prev_yank!27761&67043@_prev_yank!27762&67043@_prev_yank!27763&67043@_prev_yank!27764&67043@_print_Symbol!15063&47546@_print_FallingFactorial!19080&37994@_proc_gnusparse_10!19570&8706@_print_PolyRing!14072&70642@_prefix_getter!10774&5122@_prefix_getter!13738&5122@_print_Category!19080&37994@_print_airybi!19080&37994@_print_Sum!19080&37994@_print_DenseMatrix!24093&72619@_prev_values_on_row!27765&13003@_prompt_started!15103&52490@_print_FreeModuleElement!19080&37994@_prepare_format_properties!10755&83786@_print_Or!14072&70642@_proxied_model!27766&41435@_print_MutableSparseMatrix!17120&66763@_print_MutableDenseMatrix!17120&66763@_print_pgf_path!15537&26890@_proplist!20816&55378@_print_Idx!16900&67082@_print_Pi!24011&74642@_private_key!21614&29163@_prep_window!12166&25042@_print!15810&45738@_print_InverseCosineTransform!19080&37994@_prune_breaks!20261&3906@_print_NaN!16900&67082@_print_zeta!19080&37994@_print_Exp1!20294&66570@_print_Exp1!24011&74642@_prepare_goto!11837&55682@_prepare_header_image!11116&47594@_protocol!21706&73515@_process_execute_abort!16930&26930@_print_label_pretty!20783&15018@_print_HadamardProduct!24011&74642@_prompt_finished_hook!16930&26930@_print_Range!19080&37994@_print_Rational!19080&37994@_print_binomial!14072&70642@_process_linewidths!13219&30330@_print_Piecewise!13695&60250@_print_SineTransform!19080&37994@_print_DenseMatrix!27719&67243@_print_DenseMatrix!27171&67243@_print_BooleanTrue!24011&74642@_print_Number!17950&56994@_print_ImmutableMatrix!24011&74643@_procfs_path!26545&20715@_print_jn!19080&37994@_print_Or!24011&74642@_prefix!16661&11291@_prefix!27767&11291@_prefix!16663&11291@_prefix!16674&11291@_prefix!10903&11291@_prefix!24066&11291@_prefix!16667&11291@_prefix!25815&11291@_prefix!24065&11291@_prefix!25814&11291@_prefix!24037&11291@_prefix!13198&11291@_prefix!24064&11291@_prefix!24317&11291@_prefix!24320&11291@_prefix!16673&11291@_prefix!16666&11291@_prefix!16660&11291@_prefix!24313&11291@_prefix!27768&11291@_prefix!27769&11291@_prefix!25813&11291@_prefix!27770&11291@_prefix!16672&11291@_prefix!24319&11291@_prefix!16669&11291@_prefix!16668&11291@_prefix!24038&11291@_prefix!16664&11291@_prefix!24067&11291@_prefix!24039&11291@_process_events!15427&3426@_process_subheader!20460&27674@_preserved_exc!21518&23923@_preserved_exc!27771&23923@_preserved_exc!27772&23923@_print_Sum!20021&67090@_process_self_data!18850&14162@_pretty!10877&13186@_print_And!24011&74642@_preprocess!12074&59274@_print_Indexed!20294&66570@_print_width!10682&13971@_print_tuple!14072&70642@_proc_array!18591&28338@_print_Mul!18546&68946@_print_MatrixElement!19080&37994@_print_BaseScalarField!19080&37994@_print_Rational!24011&74642@_prepare_chart!10998&47834@_print_expint!19080&37994@_primary_key_propkeys!17554&23634@_print_FreeModuleElement!14072&70642@_print_MatrixSymbol!24011&74643@_print_ImmutableDenseMatrix!16900&67083@_print_FourierSeries!19080&37994@_print_tree!11422&82890@_print_InverseMellinTransform!19080&37994@_pretty!20575&15458@_print_chebyshevt!19080&37994@_print_Add!24093&72618@_process_unit_info!20344&24690@_print_contents_pretty!20783&15018@_print_Exp1!17120&66762@_print_jacobi!19080&37994@_print_dict!24011&74642@_print_chebyshevu!19080&37994@_prog_prefix!22876&11451@_print_ComplexRegion!14072&70642@_print_FiniteField!14072&70642@_propobservers!27249&43339@_print_operator_name!12817&15626@_print_Identity!24011&74642@_print_AlgebraicNumber!24011&74642@_print_contents_latex!20555&5098@_print_ImaginaryUnit!13695&60250@_print_BooleanTrue!19080&37995@_process_values!18262&35890@_print_Dummy!17271&41786@_prefix_from_ip_string!20933&22482@_print_str!24093&72618@_print!11957&71602@_print_Pi!15063&47546@_print_And!19080&37994@_probs!27773&7299@_print_lowergamma!14072&70642@_print_Category!14072&70642@_print_Idx!17120&66762@_pre_message_hook!11449&1314@_pre_message_hook!18867&1314@_pre_message_hook!18862&1314@_print_frozenset!14072&70643@_print_Fraction!14072&70642@_proc_gnusparse_01!19570&8706@_print_Not!27719&67242@_print_Not!24077&67242@_print_Sum!24011&74642@_proc_gnusparse_00!19570&8706@_process_quantiles!11943&14722@_process_quantiles!11944&14722@_process_quantiles!11946&14722@_primary_key_argument!23093&23635@_print_RandomSymbol!19080&37995@_process_events!12252&14850@_print_Rational!27774&26738@_processRange!13738&47139@_print_tuple!17271&41787@_print_Symbol!18546&68946@_print_NaN!17120&66762@_prob_dict!26457&7299@_print_Trace!14072&70642@_print_bool!16900&67082@_print_Symbol!24011&74642@_prompt_re!26425&5571@_print_ImmutableSparseNDimArray!24011&74642@_print_uppergamma!19080&37994@_process_range_read!13738&47138@_print_Piecewise!19080&37994@_prepare_impl!12767&15738@_protocol!22496&3427@_prof_data!27728&8731@_print_LeviCivita!19080&37994@_print_operator_name!10567&1130@_prefix_from_ip_int!20933&22562@_process_rule!17351&24458@_process_dependent_arguments!17627&23786@_print_Piecewise!27719&67242@_print_Piecewise!24077&67242@_print_hn1!19080&37994@_process_executesingle_defaults!24776&42634@_print_BooleanTrue!17120&66762@_print_Matrix!19080&37995@_print_ComplexField!14072&70642@_protocol!23005&33411@_predict_log_proba!20128&30474@_print_PolynomialRingBase!19080&37994@_print_hn2!19080&37994@_prodframe!26410&26179@_print_MatrixSlice!17950&56994@_print_BooleanFalse!24011&74642@_prefix_keys!15513&29211@_print_Min!24077&67242@_print_DeferredVector!17271&41787@_print_Transpose!14072&70642@_print_MatMul!24011&74642@_print_Matrix!17120&66763@_print_AccumuBounds!14072&70642@_prnt!16140&47746@_print_Pow!17120&66762@_print_NumberSymbol!24093&72618@_print_Cycle!24011&74642@_predict!17181&47730@_predict!27775&47730@_print_Znm!19080&37994@_print_Infinity!16900&67082@_pre_transform!11480&12626@_print_MatrixElement!20294&66570@_print_Atom!14072&70642@_print_PythonRational!24093&72618@_print_SymmetricDifference!19080&37994@_print_BlockMatrix!14072&70642@_properties!27776&60195@_proc!27777&40155@_print_Pi!20021&67090@_prepare_curl_callback!27778&35419@_print_Dict!24011&74642@_protocol!23005&33579@_print_Equivalent!14072&70642@_print_Exp1!16900&67082@_print_Max!19080&37994@_print_Sum!18546&68946@_print_MutableDenseMatrix!24011&74643@_print_ImmutableDenseNDimArray!24011&74642@_process_events!18951&35642@_protocol_error!14125&68034@_print_list!18546&68946@_print_ImmutableDenseMatrix!17120&66763@_print_MatAdd!19080&37994@_prepare_args!11222&27090@_print_Symbol!17271&41786@_prompt_for_password!26542&83346@_print_Float!13695&60250@_prompt_in1_changed!17175&46371@_prepare_right_side!10981&5226@_print_Infinity!20021&67090@_print_AppliedPredicate!24011&74642@_print_Rational!13695&60250@_print_PolyElement!24093&72618@_print_Morphism!19080&37994@_prepared_future!22026&28011@_print_SeqFormula!14072&70642@_process_short_opts!12051&2562@_protect_consolidate!10813&25370@_print_BooleanFalse!17120&66762@_print_Unit!24011&74642@_proc_gnulong!19570&7330@_print_sign!15063&47546@_print_Function!16397&71626@_prepare!11515&26138@_print_Pi!16900&67082@_print_Mul!17271&41786@_print_Rational!18546&68946@_print_RisingFactorial!19080&37994@_print_Cycle!14072&70642@_print_ComplexInfinity!17271&41787@_print_Infinity!17120&66762@_print_Uniform!17271&41787@_print_BlockMatrix!24011&74642@_print_Infinity!15063&47546@_propagate_add!27722&69890@_print_Assignment!17271&41786@_property_map!12242&24266@_print_Rational!20294&66570@_print_Product!19080&37994@_private_networks!26359&22483@_private_networks!26360&22483@_print_RationalField!19080&37994@_print_Pi!17120&66762@_print_MutableDenseMatrix!16900&67083@_print_ProductSet!14072&70642@_print_BooleanFalse!16900&67082@_print_QuotientRing!14072&70642@_print_image!18735&27946@_print_figure_kwargs_changed!23555&65411@_print_contents!20763&4130@_print_Indexed!19080&37994@_protocol!22404&67995@_print_ImmutableMatrix!19080&37995@_prompt_html!21663&52491@_prompt_html!21735&52491@_propfile!25255&71651@_protocol_paused!26472&16155@_protocol_paused!27779&16155@_protocol_paused!27780&16155@_print_hankel2!19080&37994@_print_DMF!19080&37994@_print_ExpBase!14072&70642@_print_hankel1!19080&37994@_print_Category!24011&74642@_print_Pow!20021&67090@_print_And!17271&41786@_process_rowsize_subheader!20460&27674@_pre_dispatch_amount!21372&37083@_print_Exp1!15063&47546@_print_subfactorial!14072&70642@_print_MatMul!14072&70642@_properties!21495&39027@_properties!27781&39027@_propagate_multiply!27722&69890@_process_write_backlog!18096&27890@_print_Subs!19080&37994@_print_pgf_to_fh!27732&26890@_print_set!14072&70642@_proxify!14906&31226@_prepare_object_files!22767&642@_print_Diagram!19080&37994@_print_im!19080&37994@_print_seq!14072&70642@_print_Contains!14072&70642@_private_key!22212&29355@_proactor!21408&3427@_proactor!27782&3427@_print_Naturals!14072&70643@_print_Pow!14072&70642@_print_HadamardProduct!14072&70642@_prunetraceback!21474&48450@_print_RandomSymbol!24011&74643@_print_Transpose!24011&74642@_print_Interval!24011&74642@_process_columnname_subheader!20460&27674@_process_png!10755&83786@_PROJECTION_TYPE_TO_INDEX!10987&44283@_progresslabel!24264&26755@_prepare_callback_ffi!22601&14251@_print_PDF!17271&41787@_print_Predicate!24093&72618@_print_list!19080&37994@_print_ImmutableMatrix!17120&66763@_print_MatrixSymbol!19080&37995@_process_response!19967&41890@_print_Sample!17271&41787@_prepare_defined_names!10755&83786@_print_Mul!19080&37994@_process_rfc2109_cookies!13743&8506@_print_Implies!19080&37994@_prove!15750&27634@_print_SeqPer!14072&70643@_prev_path!23954&3291@_print_EmptySet!19080&37994@_process_columnlist_subheader!20460&27674@_process_symbols!27783&10274@_proof!23077&27003@_print_AccumulationBounds!24011&74642@_print_MatrixElement!13695&60250@_pretty_form!20680&29339@_print_label_repr!20783&15018@_print_Infinity!24011&74642@_print_Dict!14072&70642@_print_superscript_pretty!20783&15018@_print_IdentityMorphism!19080&37994@_process_columnsize_subheader!20460&27674@_print_NamedMorphism!19080&37994@_project!13725&37955@_process_columntext_subheader!20460&27674@_print_Pow!16900&67082@_precompile_kernels!11645&72426@_prepare!22601&14251@_process_subheader_pointers!20460&27674@_print_NegativeInfinity!24011&74642@_print_Integral!17271&41787@_print_PolyElement!14072&70642@_print_PolyElement!24011&74642@_preserve_dtypes!22633&26011@_process_exited!12257&44010@_print_RootSum!17271&41787@_print_Piecewise!17120&66762@_prepare_vml!10755&83786@_print_RandomDomain!19080&37994@_print_Integral!19080&37994@_print_png_to_fh!27732&26890@_print_CompositeMorphism!14072&70642@_print_RationalField!14072&70642@_print_MatrixBase!19080&37994@_prove!21926&27490@_print_RootSum!19080&37994@_print_Piecewise!15063&47546@_print_Dimension!24011&74642@_PROTOTYPES!16512&30531@_print_airyai!16900&67082@_print_euler!14072&70642@_process_dependencies!18993&29130@_print_hyper!19080&37994@_propagate_subtract!27722&69890@_print_Function!14072&70642@_proc_member!19570&8706@_print_QuotientModuleElement!19080&37994@_print_Not!17271&41786@_print_stringPict!14072&70642@_print_EulerGamma!17120&66762@_print_Relational!19080&37994@_precache!27784&28523@_propagate_subtract!27721&60154@_protocol!26453&37291@_print_NaN!24093&72618@_preserve_raw_colnames!27785&28194@_print_Tuple!17120&66763@_print_ImmutableMatrix!16900&67083@_print_Union!24011&74642@_process_download!18101&39194@_predict_proba!20128&30474@_print_hyper!14072&70642@_print_MatrixBase!17271&41787@_propagate_add!13352&13930@_propagate_add!23377&13930@_propagate_add!23378&13930@_press!14118&37162@_press!14119&37162@_prob!23374&45499@_print_seq!24077&67242@_print_seq!27171&67242@_print_PythonRational!24011&74642@_prepare_conn!14249&25234@_print_KroneckerDelta!19080&37994@_print_ImmutableDenseMatrix!24011&74643@_print_QuotientModuleElement!14072&70642@_propagate_multiply!27721&60154@_print_Differential!19080&37994@_priors!22295&56147@_print_Cycle!24093&72618@_prompt_pad_left_changed!17175&46371@_pretask!19180&46906@_prefix!21425&27979@_prepare_points!13889&27338@_prefix_from_ip_string!20933&22562@_print_list!20021&67090@_print_contents_pretty!12817&15626@_print_contents_pretty!16355&15626@_print_RandomDomain!14072&70642@_property_from_column!17554&23634@_print_AppliedPredicate!24093&72618@_print_FreeModule!14072&70642@_print_SparseMatrix!16900&67082@_print_Union!14072&70642@_print_DMP!19080&37994@_propagated_lookup!11385&32074@_print_totient!19080&37994@_proc!27786&14163@_print_Mul!13695&60250@_prepare_data!17688&26010@_print_MutableDenseMatrix!27719&67243@_print_MutableDenseMatrix!27171&67243@_print_Derivative!24011&74642@_print_BasisDependent!19080&37994@_print_Pow!27774&26738@_print_tuple!27171&67243@_print_Float!24093&72618@_print_MatrixSymbol!17950&56994@_proc!27787&13851@_print_ImmutableMatrix!17271&41787@_preprocess!22966&53002@_print_Integral!24011&74642@_print_image!15452&28642@_proxies!24386&23827@_proc!23073&44011@_proc!26514&44011@_print_SparseMatrix!24011&74642@_print_jn!17120&66762@_print_MatrixElement!15063&47546@_print_DiagramGrid!19080&37994@_prep_for_joins!14903&35490@_print_Symbol!24093&72618@_print_tuple!16900&67083@_prompt_re!27788&9803@_print_Piecewise!20294&66570@_print_GoldenRatio!16900&67082@_print_DenseMatrix!17950&56994@_print_Pow!20294&66570@_prefix!24442&1091@_print_ExprCondPair!17271&41787@_prototype_arg!17549&29090@_print_ImmutableSparseMatrix!24011&74643@_print_Sample!24011&74642@_processes!22390&7387@_processes!22741&7387@_print_Relational!14072&70642@_prepare_proxy!14248&25218@_prepare_proxy!14249&25218@_print!20520&36482@_print!11636&36482@_print!10930&36482@_print!10931&36482@_print!10932&36482@_print_QuotientModule!19080&37994@_prepare_structured_array!17688&27170@_print_ImaginaryUnit!18546&68946@_print_contents_pretty!20555&5098@_print_NumberSymbol!17271&41786@_prefix_setter!10774&5122@_prefix_setter!13738&5122@_print_Identity!16900&67082@_print_Determinant!19080&37995@_prodframe!25710&5459@_print_FunctionClass!19080&37994@_prepare_sst_string_data!10755&83786@_print_pgf_clip!15537&26890@_print_Tensor!24011&74642@_print_message!13872&11450@_print_MutableDenseMatrix!24093&72619@_print!11569&37082@_protection_flag!21612&2459@_print_euler!19080&37994@_print_ceiling!19080&37994@_prefix!13738&5123@_prefix!25143&5123@_prefix!27789&5123@_print_contents_latex!20718&16146@_print_contents_latex!20719&16146@_print_contents_latex!20715&16146@_print_contents_latex!20720&16146@_print_contents_latex!20721&16146@_proxies!21555&16099@_pre_compute_svd!14383&24818@_prove!21945&27002@_print_SparseMatrix!24011&74643@_print_EulerGamma!18546&68946@_prompt_in2_changed!17175&46371@_print_ComplexRootOf!14072&70642@_print_label!24648&8330@_precision!27790&3931@_print_ImaginaryUnit!27171&67242@_properties!17894&34387@_print_operator_name_pretty!10567&1130@_print_MatrixBase!24011&74642@_protocol!26545&7755@_print_Wild!17271&41787@_pretask!11686&61746@_prompt!21663&52491@_prompt!21735&52491@_processRange!10810&36451@_print_airybiprime!19080&37994@_print_InverseFourierTransform!19080&37994@_print_RootSum!24011&74642@_print_ITE!27719&67242@_print_operator_name_pretty!24615&56330@_print_elliptic_k!19080&37994@_prompt_started_hook!15103&52490@_print_DMP!24011&74642@_prodlist_label!25710&5459@_print_Derivative!17950&56994@_print_Object!14072&70642@_print_str!27791&6970@_print_ComplexField!19080&37994@_print_elliptic_f!19080&37994@_print_Derivative!19080&37994@_print_label_latex!20783&15018@_print_debug!12694&7650@_print_airyaiprime!16900&67082@_process_colors!13219&30330@_prefix!23994&73819@_print_QuotientRing!19080&37994@_print_elliptic_e!19080&37994@_project!13725&83331@_project!27792&83331@_print_list!17120&66762@_print_Intersection!14072&70642@_process_long_opt!12051&2562@_pre_draw!14345&40154@_pre_draw!14347&40154@_proc!27793&4043@_prompt_sep!21663&52491@_print_MatrixHomomorphism!14072&70642@_preds!27136&26627@_process_queue!23680&54386@_print_GoldenRatio!17271&41786@_print_Derivative!17271&41787@_print_divisor_sigma!19080&37994@_print_DMF!24011&74642@_print_BasisDependent!14072&70642@_print_Pow!15063&47546@_print_label_repr!27717&15330@_print_SeqAdd!14072&70643@_prefix_for_namespace!19956&3994@_print_PDF!14072&70642@_preservedparent!27794&29803@_proc_gnusparse_00!19570&7330@_print_ImmutableMatrix!24093&72619@_process_files!17548&29090@_process_files!25342&29090@_proc_pax!19570&8706@_print_ceiling!14072&70642@_print_polylog!19080&37994@_print_Limit!18546&68946@_prob!27795&7299@_print_yn!17120&66762@_prepare_header_vml_objects!11116&47594@_print_NegativeInfinity!14072&70643@_print_ITE!15063&47546@_prompt_sep!27725&55675@_print_MatPow!19080&37994@_prim_only!23505&37835@_pretty!20785&1130@_process_token!12013&8730@_proxies!24801&6947@_process_signature!27783&10274@_print_Dummy!27796&434@_print_Equivalent!17271&41786@_print_MatrixElement!17120&66762@_print_svg!27797&26114@_print_PolynomialRing!14072&70642@_print_ConditionSet!19080&37994@_preprocess_roots!20656&10810@_process_row!16321&43499@_process_row!25933&43499@_print_Wild!24011&74642@_print_operator_name_latex!12817&15627@_proc_gnusparse_01!19570&7330@_print_NumberSymbol!16900&67082@_print_Naturals0!19080&37994@_print_GeometryEntity!24011&74642@_print_FreeModule!19080&37994@_propagate_subtract!27721&43170@_print_Exp1!17271&41786@_print_Integer!24093&72618@_print_int!18546&68946@_prepare_formats!10755&83786@_print_Pow!18546&68946@_print_MatrixBase!16900&67082@_print_time_pretty!27717&15330@_print_DiagramGrid!14072&70642@_protections!21623&83779@_print_KroneckerDelta!14072&70642@_print_Union!19080&37994@_process_levels!13219&30330@_print_sequence!20783&15018@_print_TensorIndex!24011&74642@_prefixes!16538&25147@_prepare_model_data!16331&26978@_prompt_finished!15103&52490@_prepare_file!16689&57218@_print_Abs!14072&70642@_prepare_reflection_args!19691&34426@_proc_sparse!19570&8706@_preprocess!15400&59754@_print_MutableSparseMatrix!24011&74643@_print_contents_pretty!20763&4130@_prepare_data!15438&27538@_print_Integer!27774&26738@_print_MatrixHomomorphism!19080&37994@_print_DiracDelta!19080&37994@_prodlist_label!27737&4555@_print_GeometryEntity!14072&70642@_print_Differential!14072&70642@_print_SeqMul!19080&37995@_primary_key_from_state!17554&23634@_print_time!27717&15330@_print_Abs!19080&37994@_previous_state!25836&52275@_previous_state!25949&52275@_print_tuple!17120&66762@_print_PolyElement!19080&37994@_print_time_repr!27717&15331@_print_RootSum!14072&70642@_print_Not!14072&70642@_print_catalan!14072&70642@_prefix!27798&8915@_pre_compute!14383&24818@_print_AlgebraicNumber!14072&70642@_proc!23623&4331@_print_Nor!14072&70642@_print_FormalPowerSeries!19080&37994@_print_airybi!16900&67082@_prefix_from_ip_int!20933&22482@_print_Mul!24011&74642@_print_Matrix!24011&74643@_prob_measure!19319&7298@_print_Object!19080&37994@_primary!22715&14771@_print_airyai!19080&37994@_private_key_bytes!14620&33746@_prefixes!10981&5227@_prefixes!27799&5227@_pretty!20783&15018@_process_execute_error!19763&55674@_primitives!24439&40803@_print_BaseScalarField!24011&74642@_propagate_multiply!27721&43170@_print_polar_lift!19080&37994@_print_NegativeInfinity!17271&41787@_print_Fraction!24093&72618@_print_EmptySet!14072&70643@_print_Or!17271&41786@_proc_gnusparse_10!19570&7330@_process_chunk!14162&29666@_process_chunk!14163&29666@_process_chunk!14165&29666@_print_laguerre!19080&37994@_print_MatrixBase!14072&70642@_print_FracElement!24093&72618@_protocol!27800&13115@_print_ComplexRootOf!24011&74642@_presample_fit!12405&370@_print_MellinTransform!19080&37994@_print_Add!14072&70642@_previousTestClass!26836&21891@_print_Idx!15063&47546@_print_GroebnerBasis!24011&74642@_prepare_vml_objects!11116&47594@_print_DenseMatrix!24011&74643@_prepare_fonts!10755&83786@_process!21463&11411@_process!27801&11411@_provider!22407&9507@_process_jpg!10755&83786@_prepare_ndarray!17688&27170@_print_PolynomialRing!19080&37994@_prepare_tables!10755&83786@_preorder!15810&45738@_prepare_shape!11116&47594@_print_Intersection!19080&37994@_print_Pi!17271&41786@_prop_set!17554&23634@_print_elliptic_k!14072&70642@_print_Function!24011&74642@_pr_options!27718&28715@_private_key_bytes_traditional_der!14620&33746@_print_FracField!24093&72618@_prepare_model_data!16634&2602@_print_InverseLaplaceTransform!19080&37994@_print_airybiprime!16900&67082@_prev_tokenizer!27765&13003@_print_label_latex!24648&8331@_print_elliptic_e!14072&70642@_print_AssocOp!18546&68946@_print_Reals!19080&37994@_print_elliptic_f!14072&70642@_print_list!24093&72618@_print_Inverse!24011&74642@_proxy_type!18799&23754@_process_tags!13534&6786@_process_declarations!27783&10274@_print_And!14072&70642@_print_Unit!17271&41787@_print_list!27171&67243@_print_Symbol!16397&71626@_print_MatMul!17950&56994@_print_level!20513&71603@_print_Mul!17120&66762@_print_ImageSet!19080&37994@_print_Derivative!27747&6970@_print_Derivative!27748&6970@_print_Derivative!27749&6970@_pretty!20795&43594@_propget!20816&55378@_prewriteto!18137&47778@_print_Uniform!24011&74642@_prepare_borders!10755&83786@_print_RandomSymbol!14072&70643@_pretty!20629&15626@_processes!22579&5267@_props!23410&23635@_print_expint!14072&70642@_print_Diagram!14072&70642@_print_Identity!19080&37994@_print_DeferredVector!24011&74642@_prompt_finished_hook!15103&52490@_print_GroebnerBasis!14072&70642@_presample_varcov!12405&370@_prefix!21715&37299@_print_Pi!20294&66570@_print_Catalan!17120&66762@_process_args!13219&30330@_process_args!14787&30330@_pretty_repr_!13283&9634@_print_PolyRing!24011&74642@_prefixlen!27802&22563@_prefixlen!27803&22563@_print_Rational!17950&56994@_print_Assignment!17120&66762@_print_MatrixSlice!24011&74642@_print_MatrixSymbol!14072&70643@_print_FormalPowerSeries!14072&70642@_print_Ynm!19080&37994@_print_Not!19080&37994@_print_MatMul!19080&37994@_productions!25710&5459@_productions!27804&5459@_print_Chi!14072&70642@_print_ImmutableMatrix!14072&70643@_prep_values!13526&25042@_print_label_pretty!20787&1130@_print_Rational!14072&70642@_precision!27805&30779@_PROCEDURE_PATTERN!21441&8555@_print_Matrix!14072&70643@_print_Heaviside!19080&37994@_print_Tuple!27171&67243@_print_contents!20718&16146@_print_contents!20719&16146@_print_contents!20715&16146@_print_contents!20720&16146@_print_contents!20721&16146@_print_MatrixSlice!14072&70642@_print_lowergamma!19080&37994@_process_values!18262&47530@_preds!24361&47739@_processConfigValue!15398&25282@_prefixes!21290&56059@_pretty!20684&674@_pretty!26262&674@_pretty!20685&674@_pretty!20686&674@_print_AlgebraicNumber!24093&72618@_print_sequence_pretty!20783&15018@_prune!19830&45498@_process_toarray_args!10831&14866@_print_operator_name_pretty!12817&15626@_print_Tuple!20021&67091@_prepare_num_formats!10755&83786@_progressbar!24264&26755@_print_tuple!24011&74642@_preview!13237&57978@_print_MatPow!17120&66762@_prepare_categoricals!17688&26010@_prepare_fills!10755&83786@_print_airyaiprime!19080&37994@_PromptBlock!19763&55675@_processopt!11220&29586@_pretty_form!20611&37147@_print_ImageSet!14072&70642@_prop_keys!27806&24691@_print_frozenset!24011&74643@_pretty_subex!21950&34602@_pretty_subex!27807&34602@_pretty_subex!12659&34602@_print_Product!14072&70642@_print_Rational!24093&72618@_print_str!24011&74642@_print_str!27808&74642@_props!20801&30611@_props!20802&30611@_print_Assignment!16900&67082@_print_gamma!14072&70642@_print_NumberSymbol!17120&66762@_print_BooleanFalse!27719&67242@_print_Sum!27719&67242@_process_subheader_counts!20460&27674@_print_FourierSeries!14072&70642@_print_MatPow!16900&67082@_previous_sigint_handler!27809&6299@_print_label!24598&986@_print_label!24580&986@_print_BaseScalarField!14072&70642@_print_Pi!17950&56994@_press!13796&35866@_press!13790&35866@_press!13789&35866@_press!13791&35866@_prep_compile!15560&28626@_print_binomial!19080&37994@_print_Add!24011&74642@_prefixes!23444&31459@_pretty!10756&1258@_pretty!20583&1258@_pretty!19011&1258@_pretty!20584&1258@_pretty!20585&1258@_pretty!20586&1258@_pretty!20587&1258@_print_image!16114&28746@_produce_column_copies!20308&23170@_preprocess!21790&6106@_processes!22390&3835@_processes!22741&3835@_product!19075&64842@_precvsWaiting!21835&68787@_print_list!16900&67082@_print_Basic!18546&68946@_print_BooleanFalse!24093&72618@_print_LogOp!19080&37994@_profile_dir_default!18637&43682@_print_SparseMatrix!24093&72619@_print_SeqPer!19080&37995@_print_MatrixElement!14072&70642@_print_Or!19080&37994@_print_Half!24093&72618@_primary_entity!24471&5227@_print_MatMul!24077&67242@_print_lerchphi!19080&37994@_print_tuple!19080&37994@_prnt!18158&33690@_print_BlockMatrix!19080&37994@_print_QuotientRingElement!19080&37994@_provider!25686&40219@_process_regex!12013&8730@_process_regex!27810&8730@_print_BlockMatrix!17950&56994@_prepare_pandas!17688&27170@_print_Mul!14072&70642@_proof!27811&43819@_proof!27812&43819@_pre_image_append!16395&67322@_process_size!11946&14722@_print_GeometryEntity!17271&41787@_print_Dict!19080&37994@_processing!27813&57659@_print_MatPow!14072&70642@_print_ImmutableMatrix!27719&67243@_print_ImmutableMatrix!27171&67243@_print_Contains!19080&37994@_process_morphism!14599&31794@_print_Mul!16900&67082@_prepare_proxy!14248&25234@_prepare_proxy!14249&25234@_print_contents_pretty!21695&1130@_print_contents_pretty!21696&1130@_print_LatticeOp!24011&74642@_prev_opening_time!16662&11290@_print_HadamardProduct!19080&37994@_process_declaration!27783&10274@_preload_models!20706&30298@_print_Add!19080&37994@_processors!26147&43499@_processors!26148&43499@_processors!26149&43499@_processors!24345&43499@_prefix_from_prefix_string!20933&22562@_print_Indexed!17120&66762@_processing!27813&57651@_prodframe!27737&4555@_prnt!19700&47762@_print_contents_latex!12817&15626@_print_contents_latex!16355&15626@_prepend!24815&32683@_proxied!24748&51819@_print_Min!19080&37994@_print_Negative_Infinity!18546&68946@_prepare_twophase_impl!12335&51818@_print_message_content!27814&5538@_print_DenseMatrix!16900&67083@_process_converter!24047&58106@_print_label_latex!20787&1130@_print_NegativeInfinity!16900&67082@_prepare_x!11851&13778@_print_subfactorial!19080&37994@_print_Implies!14072&70642@_print_NamedMorphism!14072&70642@_print_re!19080&37994@_print_hankel1!16900&67082@_print_Integers!14072&70643@_print_DMF!14072&70642@_process_unit_info!10720&42882@_print_hankel2!16900&67082@_print_contents_pretty!21699&1002@_propagate_divide!13352&13930@_propagate_divide!23377&13930@_propagate_divide!23378&13930@_print_contents_pretty!27717&15330@_print_Infinity!14072&70643@_process_anon!19563&27098@_print_FiniteField!19080&37994@_print_label_repr!24648&8331@_print_Permutation!19080&37995@_print_contents_latex!21699&1002@_print_conjugate!14072&70642@_process_server_headers!15122&34698@_print!10764&51251@_print!22236&51251@_print_SparseMatrix!27719&67243@_print_SparseMatrix!27171&67243@_print_PermutationGroup!24011&74642@_private_hostname!12622&46538@_prep_ndarray!13472&29642@_process_format_subheader!20460&27674@_print_MatrixSlice!16900&67082@_print_BaseVectorField!24011&74642@_progress!15619&29066@_print_mpz!24011&74642@_process_args_for_options!12051&29754@_process_args_for_args!12051&29754@_print_dirichlet_eta!19080&37994@_print_pgf_path_styles!15537&26890@_pretty!24463&15330@_print_dict!27171&67243@_print_slice!17950&56994@_print_EulerGamma!17271&41786@_print_BaseVectorField!14072&70642@_print_Differential!24011&74642@_print_ImaginaryUnit!16900&67082@_process_macros!10629&27202@_process_parameters!11943&14722@_process_parameters!11944&14722@_process_parameters!11946&14722@_print_Indexed!16900&67082@_prooftrans_bin!15750&27635@_prooftrans_bin!27815&27635@_predict!17617&83554@_print_Order!24011&74642@_process_events!18222&5426@_print_SparseMatrix!17271&41787@_print_Or!27719&67242@_print_Or!24077&67242@_protocol!23073&44011@_protocol!26514&44011@_print_Complexes!14072&70643@_predict_proba_lr!27816&34978@_print_catalan!19080&37994@_print_Naturals0!14072&70643@_print_ExprCondPair!24011&74642@_print_mpq!24011&74642@_print_Idx!20294&66570@_print_Add!13695&60250@_print_FourierTransform!19080&37994@_precvs!21835&68787@_prereleases!27817&32523@_prereleases!27818&32523@_prereleases!27819&32523@_prereleases!27820&32523@_prereleases!27821&32523@_process_page_metadata!20460&27674@_prepare_then_do_arithmetic!21771&6442@_print_Lambda!24011&74642@_prepare_drawings!10755&83786@_print_Number!18546&68946@_prefixes!27822&32467@_prefixes!27823&32467@_prefixes!15336&32467@_prefixes!27824&32467@_print_QuotientModule!14072&70642@_print_Reals!14072&70643@_print_Matrix!17271&41787@_print_Catalan!24011&74642@_print_BooleanTrue!27719&67242@_prompt!27726&55675@_print_AccumulationBounds!17271&41787@_print_DMP!14072&70642@_print_Symbol!17950&56994@_print_dict!17271&41787@_print_ImaginaryUnit!17120&66762@_prepareErr!16321&68074@_print_ConditionSet!14072&70642@_print_gegenbauer!19080&37994@_pretty!11554&3506@_process_self_data!18222&5426@_prefix!10902&11290@_prewriteto!15792&32250@_prover!27811&43819@_prover!26795&43819@_print_GoldenRatio!24011&74642@_printcollecteditems!14285&34834@_print_Add!18546&68946@_pretty!20612&7082@_print_LaplaceTransform!19080&37994@_print_Infinity!17271&41787@_print_contents_latex!27717&15330@_pretask!25119&14939@_process_execute_error!16930&26930@_private_key!21515&4235@_private_key!25722&4235@_private_key!25723&4235@_print_SeqFormula!19080&37994@_print_atan2!14072&70642@_print_Adjoint!14072&70642@_predict_proba!20481&35018@_print_Interval!17271&41787@_print_Object!24011&74642@_print_operator_name_latex!10567&1130@_print_PDF!24011&74642@_print_BooleanTrue!24093&72618@_pretty!21128&14258@_print_CompositeMorphism!19080&37994@_print_MutableDenseMatrix!17271&41787@_prog!21431&11451@_pre_mailbox_hook!11449&1314@_pre_mailbox_hook!18862&1314@_process_loop_morphism!14599&31794@_print_Function!13695&60250@_prove!17351&43818@_prove!17536&43818@_prompt_out_changed!17175&46371@_print_MatPow!24011&74642@_prefix!24705&5315@_print_ZeroMatrix!19080&37994@_print_ImmutableMatrix!17950&56995@_print_figure_tex!27754&30730@_prefixlen!27802&22483@_prefixlen!27803&22483@_print_RandomDomain!24011&74642@_prereleases!27817&32459@_prereleases!27818&32459@_prereleases!27819&32459@_prereleases!27820&32459@_prereleases!27821&32459@_print_Nand!14072&70642@_print_Function!17271&41786@_print_MatrixSlice!17120&66762@_procfs_path!27825&20723@_procfs_path!27826&20723@_procfs_path!26545&20723@_print_MutableSparseMatrix!27719&67243@_print_MutableSparseMatrix!27171&67243@_prev_im!13099&22067@_prev_im!27827&22067@_print_Function!19080&37994@_process_page_meta!20460&27674@_print_Range!14072&70642@_print_Derivative!14072&70642@_print_SymmetricDifference!14072&70642@_private_key!22646&39987@_private_key!25726&39987@_print_Piecewise!16900&67082@_print_FracElement!19080&37994@_propkey_to_col!17554&23634@_print_ImmutableSparseMatrix!17120&66763@_process_columnattributes_subheader!20460&27674@_print_ps!27754&30730@_print_MutableSparseMatrix!24093&72619@_prover9_bin!22319&27635@_prover9_bin!15750&27635@_prover9_bin!27828&27635@_proportional_y!18262&35890@_process_new_state!12013&8730@_print_profiles!27829&27922@_print_Piecewise!14072&70642@_print_frozenset!19080&37995@_print_ComplexRootOf!19080&37994@_processRangeRead!13738&47139@_propagate_divide!27721&43170@_preorder_traversal!14308&24042@_proc_builtin!19570&7330@_pretty!24559&34914@_print_Matrix!24093&72619@_print_bool!19080&37994@_process_execute_payload!19763&55674@_prepare_chart!11116&47594@_print_ImmutableSparseMatrix!16900&67083@_provider_type!22072&42827@_print_help!14376&21898@_priors!22698&27987@_preload_modules!25175&13227@_preload_modules!27830&13227@_prune!19935&32834@_prune!19937&32834@_print_Matrix!27719&67243@_print_Matrix!27171&67243@_print_Limit!14072&70642@_process_colparams!21290&56058@_print_Predicate!24011&74642@_print_Function!18546&68946@_print_TensMul!24011&74642@_print_Relational!24011&74642@_print_Integral!14072&70642@_pretty!11548&13954@_print_parens_pretty!20783&15018@ 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yEqual!11887&80170@assignment_indexes!12518&27874@assertGreater!11887&21826@assert_compile!31309&24354@assert_panel_equal!26977&38874@assert_hostname!31265&25235@assertNotEquals!11887&1186@assignment_id!11734&59531@assignments!31310&32387@ASSERT!10574&30522@assert_unordered_result!31256&24354@assertSameElements!11887&82090@assert_no_domain_change!31311&48994@assert_resolve_overload!31312&46786@assertSoupEquals!31276&20906@assertIsInstance!11887&6226@Assign_!10670&49210@assertRecordOrder!31313&29234@assertTupleEqual!11887&21826@assertIs!11887&21826@assert_ns_timedelta!31314&79290@assertNotIn!11887&21826@assertNotCalled!17653&60650@assert_mismatching_sizes!31267&48994@assemble_toc_secnumbers!25428&57066@assert_panel4d_equal!26977&38874@assert_panel4d_equal!26983&38874@assemble!11129&69074@assume_centered!30398&29219@assume_centered!30461&29219@assertLessEqual!11887&21826@associate_address_object!14191&58402@assertDoctypeHandled!24254&20906@assertEqualColinstances!31315&38090@assert_can_convert!31307&46786@assume!19992&25058@assertSubset!31270&79130@assertWarns!11887&21826@assertion!21027&27874@assumptions!29728&43818@assumptions!17531&43818@assumptions!17533&43818@assertTrue!11887&21826@assert_called_with!11590&10826@assertNotEqual!11887&21826@assign_private_ip_addresses!14191&58402@assert_type_error!31316&25554@assemble_doctree!31317&67314@assertIsInstance!11887&21826@assertIsFile!31318&43458@assertIsFile!25404&43458@assertIsNot!11887&21826@assertEquals!11887&1186@assert_hostname!31273&33579@assigned_names!23802&50155@assert_inode_equal!31258&59066@assertSorted!31261&43354@assert_notebooks_equal!31319&38842@assert_has_content!16226&19802@assemble_parts!14450&20626@assert_any_call!11590&10826@assertCode!31303&54634@asString!15014&28114@assemble_parts!14450&19354@assertWarnsRegex!11887&21826@assertSelectsIDs!31262&68402@assert_unify!31278&46786@assorted_types!31320&46794@assert_array_compare!18425&54466@assert_not_dir_exists!25980&79018@AssociatedMarketplaces!31321&42323@assign_section_numbers!16019&46202@assertWarns!22933&24314@assert_equal!18757&78226@assignment_not_inplace!31322&25258@assertNotAlmostEqual!11887&21826@assertEqual!11887&21826@assumptions0!12458&24042@assert_!11887&21827@assertXml!25096&37474@assertMultiLineEqual!11887&21826@assert_called_once_with!11590&10826@assertCountEqual!11887&21826@assertRaisesHTTPError!31323&33674@assertRaisesHTTPError!29816&33674@assert_type_error!31316&45354@assume_centered!31324&25723@assemble_python_lines!22427&51683@assert_row!31256&24354@assert_hostname!31273&33411@assert_direct_dims!12678&31530@assertDictEqual!11887&21826@assertSelectMultiple!31263&68402@assertNotIsInstance!11887&6226@assert_syntax!31282&77930@assert_not_pd!31325&48994@assert_fingerprint!31272&33411@assert_fingerprint!31273&33411@assertAllCalled!12244&60650@assertNodeExists!31303&54634@assert_all_closed!13740&39586@assertStr!31326&68458@associate_elastic_ip!17572&70426@assertNotEquals!11887&21827@assert_valid_ir!20834&46794@assertNextToken!19191&27762@assertEquals!11887&21827@associate!12981&38506@assertNoWarnings!31327&60498@assigner!10846&23562@assert_runs_after!23031&61354@ASSERTS_AND_REPORTS!11180&4027@assemble_doctree!25428&57066@associate_with_attribute!31228&35786@assertIsNone!11887&21826@assign_labels!29868&57283@ASSIGN!10574&30523@assert_pending!31328&52226@assertAlmostEqual!11887&21826@assertIn!11887&21826@assemble_buffer!11129&69074@assemble!14184&68010@assume_role_with_web_identity!17528&35818@assertHasErrors!31329&48898@assemble_parts!14450&19490@assignable_from!21221&31530@assignable_from!13419&31530@assignable_from!20526&31530@assignable_from!16751&31530@assignable_from!16752&31530@assignable_from!12679&31530@assert_lifted_native!31330&67482@assertIsNotNone!11887&21826@assertFalse!11887&21826@associate_network_acl!28211&52610@assertNotIn!11887&6226@association_id!24220&38507@association_id!30381&38507@assertNBEquals!31304&69858@assert_installed!25980&79018@assume_role!17528&35818@assertWarnings!31327&60498@assert_wrong_dimensions!31269&48994@assert_index_parameters!25703&36018@assert_sql!31256&24354@ 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a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/0/607bb76d75ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/0/607bb76d75ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..532cc0b --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/0/607bb76d75ba001616adcdbf6c0fe7b3 @@ -0,0 +1,18 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' +import unittest + + +class Test(unittest.TestCase): + + + def testName(self): + pass + + +if __name__ == "__main__": + #import sys;sys.argv = ['', 'Test.testName'] + unittest.main() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/10/d0f7215776ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/10/d0f7215776ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..55289ff --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/10/d0f7215776ba001616adcdbf6c0fe7b3 @@ -0,0 +1,25 @@ +''' +Created on 2016年11月日 + +@author: EricTseng +''' + +from Investment.investment import * +from Investment.exp_handle import * + +while True: + try: + positions = eval(input('Please input a list of positions.\n')) + num_trials = eval(input('Please input the number of trials.\n')) + simulationInit = trialInput(positions, num_trials) + simulationInit.simulate() + break + except InvalidListError: + print('Invalid position list.') + except PositionError: + print('Invalid positions in your list.') + except IntegerError: + print('Invalid Value. Trail number must be a integer.') + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/23/f077da3076ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/23/f077da3076ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..c2e03bd --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/23/f077da3076ba001616adcdbf6c0fe7b3 @@ -0,0 +1,64 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exp_handle import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + + '''function that repeat num_trail times stimulation for each in + position_values and return their results as daily_ret. + Meanwhile, ''' + def simulate(self): + f = open('results.txt', 'w') + for p in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for t in range(self.num_trials): + cumu_num = 0 + for i in range(int(1000/p)): + random_num = np.random.rand() + if (0 <= random_num <= 0.51): + cumu_num = cumu_num + 2 * p + elif (1 > random_num > 0.51): + cumu_num = cumu_num + cumu_ret[t]=cumu_num + daily_ret[t]=(cumu_ret[t]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.ylabel(str(p) + 'trails result') + + if p ==1: + plt.savefig('histogram_0001_pos.pdf') + elif p == 10: + plt.savefig('histogram_0010_pos.pdf') + elif p ==100: + plt.savefig('histogram_0100_pos.pdf') + elif p ==1000: + plt.savefig('histogram_1000_pos.pdf') + + ret_mean = np.mean(daily_ret) + ret_std = np.std(daily_ret) + f.write('mean of return for position ' + str(p) + ' : ' + str(ret_mean) + '\n') + f.write('std of return for position ' + str(p) + ' : ' + str(ret_std) + '\n') + + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/25/4008f1323cba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/25/4008f1323cba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..291093b --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/25/4008f1323cba001616adcdbf6c0fe7b3 @@ -0,0 +1,51 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +from investment.investment import * +import sys + +if __name__ == '__main__': + while True: + try: + inputstr=input('Please enter a list of numbers of shares to buy in parallel, such as [1,10,100,1000]') + if (inputstr=='quit'): + print("User Directed Quit.") + sys.exit() + inputstr=inputstr.replace(' ','')#Remove extra blank + if inputstr=='': + raise ValueError('Invalid Input: Need a list of numbers of shares to buy in parallel') + if inputstr[0]!='[' or inputstr[-1]!=']': + raise ValueError('Invalid Input: Need a list of number in [ and ], such as [1,10,100,1000]') + positions=list(map(int,inputstr[1:-1].split(","))) + if any(x<=0 for x in positions): + raise ValueError('Invalid Input: all numbers of shares need to be positive') + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() + + while True: + try: + inputstr2=input('Please enter the number of times you want to repeat the simulation') + if (inputstr2=='quit'): + print("User Directed Quit.") + sys.exit() + num_trials=int(inputstr2) + investment.investment(positions,num_trials).simulation() + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/26/a0c478ca6eba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/26/a0c478ca6eba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..ba0fe6b --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/26/a0c478ca6eba001616adcdbf6c0fe7b3 @@ -0,0 +1,25 @@ +''' +Created on 2016年11月日 + +@author: EricTseng +''' + +from Investment.investment import * +from Investment.exceptions import * + +while True: + try: + positions = eval(input('Please input a list of positions.\n')) + num_trials = eval(input('Please input the number of trials.\n')) + simulationInit = trialInput(positions, num_trials) + simulationInit.simulate() + break + except InvalidListError: + print('The position list you input is invalid. Please try again.') + except PositionError: + print('The positions in your list is invalid. Please try again.') + except IntegerError: + print('The number of trial must be an integer. Please try again.') + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/27/f09a4d806dba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/27/f09a4d806dba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..917ad36 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/27/f09a4d806dba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise IntegerError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(position) + ' : ' + str(mean_ret) + '\n') + f.write('std of return for position ' + str(position) + ' : ' + str(std_ret) + '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/33/c0d848db3bba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/33/c0d848db3bba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..e69de29 diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/33/f084861c40ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/33/f084861c40ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..d351008 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/33/f084861c40ba001616adcdbf6c0fe7b3 @@ -0,0 +1,51 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +from Investment.investment import * +import sys +import Investment + +if __name__ == '__main__': + try: + inputstr=input('Please enter a list of numbers of shares to buy in parallel, such as [1,10,100,1000]') + if (inputstr=='quit'): + print("User Directed Quit.") + sys.exit() + inputstr=inputstr.replace(' ','')#Remove extra blank + if inputstr=='': + raise ValueError('Invalid Input: Need a list of numbers of shares to buy in parallel') + if inputstr[0]!='[' or inputstr[-1]!=']': + raise ValueError('Invalid Input: Need a list of number in [ and ], such as [1,10,100,1000]') + positions=list(map(int,inputstr[1:-1].split(","))) + if any(x<=0 for x in positions): + raise ValueError('Invalid Input: all numbers of shares need to be positive') + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() + + while True: + try: + inputstr2=input('Please enter the number of times you want to repeat the simulation') + if (inputstr2=='quit'): + print("User Directed Quit.") + sys.exit() + num_trials=int(inputstr2) + Investment.investment(positions,num_trials).simulation() + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3a/c030dc2c40ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3a/c030dc2c40ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..782926d --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3a/c030dc2c40ba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise IntegerError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' str(position) ' : ' str(mean_ret) '\n') + f.write('std of return for position ' str(position) ' : ' str(std_ret) '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3d/506f871c40ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3d/506f871c40ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..5f0c640 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3d/506f871c40ba001616adcdbf6c0fe7b3 @@ -0,0 +1,58 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt + +class investment: + def __init__(self, positions, num_trials): + ''' + constructor + ''' + self.positions=positions + self.num_trials=num_trials + + + def investment_return(self, position): + ''' + computes/simulates the daily returns + ''' + position_value=1000/position + cumu_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + for pos in range(position): + simulator=np.random.uniform(0,1) + if simulator<0.51: + cumu_ret[trial]=cumu_ret[trial]+position_value*2 + + daily_ret=cumu_ret/1000-1 + return daily_ret + + def histogram(self, daily_ret, position): + ''' + save histogram + ''' + fig=plt.figure() + plt.hist(daily_ret, 100, range=[-1,1]) + plt.savefig('histogram_'+str(position).zfill(4)+'_pos.pdf') + + def simulation(self): + ''' + perform the simulation and print results + ''' + f=open('results.txt','w') + for pos in self.positions: + daily_ret=self.investment_return(pos) + self.histogram(daily_ret, pos) + f.write("Position "+str(pos)+'\n'+"the mean of daily return is "+ str(np.mean(daily_ret))+", the std of daily return is "+str(np.std(daily_ret))+"\n\n") + f.flush() + f.close() + print ('Results are written in the result.txt and histograms are written in pdfs for each position') + +if __name__ == '__main__': + positions=[1,10,100,1000] + num_trials=10000 + investment(positions, num_trials).simulation() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3f/e028feb077ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3f/e028feb077ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..1f095d8 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/3f/e028feb077ba001616adcdbf6c0fe7b3 @@ -0,0 +1,18 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +class InvalidListError(Exception): + """Handling excepetions by raising error """ + def __str__(self): + return 'Invalid position list. ' + +class PositionError(Exception): + def __str__(self): + return 'Invalid positions in your list. ' + +class IntegerError(Exception): + def __str__(self): + return 'Invalid Value. Trail number must be a integer.' \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/41/a0ee9ce63bba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/41/a0ee9ce63bba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..0b85854 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/41/a0ee9ce63bba001616adcdbf6c0fe7b3 @@ -0,0 +1,51 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +from Investment import Investment +import sys + +if __name__ == '__main__': + while True: + try: + inputstr=input('Please enter a list of numbers of shares to buy in parallel, such as [1,10,100,1000]') + if (inputstr=='quit'): + print("User Directed Quit.") + sys.exit() + inputstr=inputstr.replace(' ','')#Remove extra blank + if inputstr=='': + raise ValueError('Invalid Input: Need a list of numbers of shares to buy in parallel') + if inputstr[0]!='[' or inputstr[-1]!=']': + raise ValueError('Invalid Input: Need a list of number in [ and ], such as [1,10,100,1000]') + positions=list(map(int,inputstr[1:-1].split(","))) + if any(x<=0 for x in positions): + raise ValueError('Invalid Input: all numbers of shares need to be positive') + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() + + while True: + try: + inputstr2=input('Please enter the number of times you want to repeat the simulation') + if (inputstr2=='quit'): + print("User Directed Quit.") + sys.exit() + num_trials=int(inputstr2) + Investment.investment(positions,num_trials).simulation() + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/42/00873b6076ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/42/00873b6076ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..b818577 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/42/00873b6076ba001616adcdbf6c0fe7b3 @@ -0,0 +1,25 @@ +''' +Created on 2016年11月日 + +@author: EricTseng +''' + +from Investment.investment import * +from Investment.exp_handle import * + +while True: + try: + positions = eval(input('Please input a list of positions.\n')) + num_trials = eval(input('Please input the number of trials.\n')) + stimulationInit = trialInput(positions, num_trials) + stimulationInit.stimulate() + break + except InvalidListError: + print('Invalid position list.') + except PositionError: + print('Invalid positions in your list.') + except IntegerError: + print('Invalid Value. Trail number must be a integer.') + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/44/604839db3bba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/44/604839db3bba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..e69de29 diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/56/10d679ca6eba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/56/10d679ca6eba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..4f1ed80 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/56/10d679ca6eba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(position) + ' : ' + str(mean_ret) + '\n') + f.write('std of return for position ' + str(position) + ' : ' + str(std_ret) + '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/56/c0df2f973cba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/56/c0df2f973cba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..aa192eb --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/56/c0df2f973cba001616adcdbf6c0fe7b3 @@ -0,0 +1,51 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +from Investment.investment import * +import sys + +if __name__ == '__main__': + while True: + try: + inputstr=input('Please enter a list of numbers of shares to buy in parallel, such as [1,10,100,1000]') + if (inputstr=='quit'): + print("User Directed Quit.") + sys.exit() + inputstr=inputstr.replace(' ','')#Remove extra blank + if inputstr=='': + raise ValueError('Invalid Input: Need a list of numbers of shares to buy in parallel') + if inputstr[0]!='[' or inputstr[-1]!=']': + raise ValueError('Invalid Input: Need a list of number in [ and ], such as [1,10,100,1000]') + positions=list(map(int,inputstr[1:-1].split(","))) + if any(x<=0 for x in positions): + raise ValueError('Invalid Input: all numbers of shares need to be positive') + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() + + while True: + try: + inputstr2=input('Please enter the number of times you want to repeat the simulation') + if (inputstr2=='quit'): + print("User Directed Quit.") + sys.exit() + num_trials=int(inputstr2) + Investment.investment(positions,num_trials).simulation() + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/59/10fd406540ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/59/10fd406540ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..de1404a --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/59/10fd406540ba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise IntegerError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(position) ' : ' + str(mean_ret) + '\n') + f.write('std of return for position ' + str(position) ' : ' + str(std_ret) + '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/6d/c083870f78ba001617139e07f91145ee b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/6d/c083870f78ba001617139e07f91145ee new file mode 100644 index 0000000..60c58c4 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/6d/c083870f78ba001617139e07f91145ee @@ -0,0 +1,65 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exp_handle import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + + '''function that repeat num_trail times stimulation for each in + position_values and return their results as daily_ret. + Meanwhile, it represent results. + ''' + def stimulate(self): + f = open('results.txt', 'w') + for p in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for t in range(self.num_trials): + cumu_num = 0 + for i in range(int(1000/p)): + random_num = np.random.rand() + if (0 <= random_num <= 0.51): + cumu_num = cumu_num + 2 * p + elif (1 > random_num > 0.51): + cumu_num = cumu_num + cumu_ret[t]=cumu_num + daily_ret[t]=(cumu_ret[t]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.ylabel(str(p) + 'trails result') + + if p ==1: + plt.savefig('histogram_0001_pos.pdf') + elif p == 10: + plt.savefig('histogram_0010_pos.pdf') + elif p ==100: + plt.savefig('histogram_0100_pos.pdf') + elif p ==1000: + plt.savefig('histogram_1000_pos.pdf') + + ret_mean = np.mean(daily_ret) + ret_std = np.std(daily_ret) + f.write('mean of return for position ' + str(p) + ' : ' + str(ret_mean) + '\n') + f.write('std of return for position ' + str(p) + ' : ' + str(ret_std) + '\n') + + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/7a/f0dab86d75ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/7a/f0dab86d75ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..f9730ef --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/7a/f0dab86d75ba001616adcdbf6c0fe7b3 @@ -0,0 +1,18 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +class InvalidListError(Exception): + """Exception raised for errors in the input.""" + def __str__(self): + return 'The position list you input is invalid. Please try again.' + +class PositionError(Exception): + def __str__(self): + return 'The positions in your list is invalid. Please try again.' + +class IntegerError(Exception): + def __str__(self): + return 'The number of trial must be an integer. Please try again.' \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/7d/c0ab650072ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/7d/c0ab650072ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..e89ebc1 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/7d/c0ab650072ba001616adcdbf6c0fe7b3 @@ -0,0 +1,60 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exp_handle import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for p in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for t in range(self.num_trials): + cumu_num = 0 + for i in range(int(1000/p)): + random_num = np.random.rand() + if (0 <= random_num <= 0.51): + cumu_num = cumu_num + 2 * p + elif (1 > random_num > 0.51): + cumu_num = cumu_num + cumu_ret[t]=cumu_num + daily_ret[t]=(cumu_ret[t]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.ylabel(str(p) + 'trails result') + + if p ==1: + plt.savefig('histogram_0001_pos.pdf') + elif p == 10: + plt.savefig('histogram_0010_pos.pdf') + elif p ==100: + plt.savefig('histogram_0100_pos.pdf') + elif p ==1000: + plt.savefig('histogram_1000_pos.pdf') + + ret_mean = np.mean(daily_ret) + ret_std = np.std(daily_ret) + f.write('mean of return for position ' + str(p) + ' : ' + str(ret_mean) + '\n') + f.write('std of return for position ' + str(p) + ' : ' + str(ret_std) + '\n') + + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8/e0e15d3440ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8/e0e15d3440ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..0c0b0b1 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8/e0e15d3440ba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise IntegerError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' str(position) ' : ' str(mean_ret) '\n') + f.write('std of return for position ' str(position) ' : ' str(std_ret) '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/87/f0698a0f78ba001617139e07f91145ee b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/87/f0698a0f78ba001617139e07f91145ee new file mode 100644 index 0000000..8e01e7a --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/87/f0698a0f78ba001617139e07f91145ee @@ -0,0 +1,41 @@ +''' +Created on 2016年12月4日 + +@author: bz866 +''' +import unittest +from Investment.investment import * + +class tests(unittest.TestCase): + + + '''test the initialization of investment stimulation''' + def test_constructor(self): + + #unit tests for the investment constructor that pass input to + #arguments positoins and num_trials + + self.assertEqual(trialInput([1, 10, 100], 1000).positions, [1, 10, 100]) + self.assertEqual(trialInput([1, 10, 100], 1000).num_trials, 1000) + + def test_stimulate(self): + + '''test stimulate method''' + a = trialInput([1, 10, 100], 1000) + result = a.stimulate([1000.0, 100.0, 10.0], 1000) + + self.assertEqual(len(result[1]), 1000) + self.assertEqual(len(result[10]), 1000) + self.assertEqual(len(result[100]), 1000) + + self.assertTrue(result[1].all() <= 1) + self.assertTrue(result[1].all() >= -1) + + self.assertTrue(result[10].all() <= 1) + self.assertTrue(result[10].all() >= -1) + + self.assertTrue(result[100].all() <= 1) + self.assertTrue(result[100].all() >= -1) + +if __name__ == "__main__": + unittest.main() diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8a/609f543277ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8a/609f543277ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..314399a --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8a/609f543277ba001616adcdbf6c0fe7b3 @@ -0,0 +1,48 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' +import unittest +from Investment.investment import * + +class tests(unittest.TestCase): + + """Unit-testing class that allows us to run tests with expected outcomes + Run the test in the project's root directory + with the following command: + $ python -m unittest discover + """ + def test_constructor(self): + + #unit tests for the investment constructor that pass input to + #arguments positoins and num_trials + + self.assertEqual(trialInput([1, 10, 100], 1000).positions, [1, 10, 100]) + self.assertEqual(trialInput([1, 10, 100], 1000).num_trials, 1000) + + def test_stimulate(self): + + """unit tests for testing stimulate method. + We test the each value of the return dictionary 'result' has the same length as + num_trials, and every element in the value of dictionary 'result' bigger than + or equal to -1, and less than or equal to 1 + """ + a = trialInput([1, 10, 100], 1000) + result = a.stimulate([1000.0, 100.0, 10.0], 1000) + + self.assertEqual(len(result[1]), 1000) + self.assertEqual(len(result[10]), 1000) + self.assertEqual(len(result[100]), 1000) + + self.assertTrue(result[1].all() <= 1) + self.assertTrue(result[1].all() >= -1) + + self.assertTrue(result[10].all() <= 1) + self.assertTrue(result[10].all() >= -1) + + self.assertTrue(result[100].all() <= 1) + self.assertTrue(result[100].all() >= -1) + +if __name__ == "__main__": + unittest.main() diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8f/1044891c40ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8f/1044891c40ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..92f6ef7 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/8f/1044891c40ba001616adcdbf6c0fe7b3 @@ -0,0 +1,17 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +class MyClass(object): + ''' + classdocs + ''' + + + def __init__(self, params): + ''' + Constructor + ''' + \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/95/d0663b8d71ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/95/d0663b8d71ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..08b2816 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/95/d0663b8d71ba001616adcdbf6c0fe7b3 @@ -0,0 +1,50 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exp_handle import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for p in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for t in range(self.num_trials): + cumu_num = 0 + for i in range(int(1000/p)): + random_num = np.random.rand() + if (0 <= random_num <= 0.51): + cumu_num = cumu_num + 2 * p + elif (1 > random_num > 0.51): + cumu_num = cumu_num + cumu_ret[t]=cumu_num + daily_ret[t]=(cumu_ret[t]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(p)) + plt.savefig('histogram_'+'{:04d}'.format(p)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(p) + ' : ' + str(mean_ret) + '\n') + f.write('std of return for position ' + str(p) + ' : ' + str(std_ret) + '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/a7/80a9a95340ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/a7/80a9a95340ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..6b3671f --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/a7/80a9a95340ba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise IntegerError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(position) ' : ' str(mean_ret) '\n') + f.write('std of return for position ' str(position) ' : ' str(std_ret) '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/b2/20e82edb3bba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/b2/20e82edb3bba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..e69de29 diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/c9/201dbc043cba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/c9/201dbc043cba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..5de8458 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/c9/201dbc043cba001616adcdbf6c0fe7b3 @@ -0,0 +1,51 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +from investment.investment import * +import sys + +if __name__ == '__main__': + while True: + try: + inputstr=input('Please enter a list of numbers of shares to buy in parallel, such as [1,10,100,1000]') + if (inputstr=='quit'): + print("User Directed Quit.") + sys.exit() + inputstr=inputstr.replace(' ','')#Remove extra blank + if inputstr=='': + raise ValueError('Invalid Input: Need a list of numbers of shares to buy in parallel') + if inputstr[0]!='[' or inputstr[-1]!=']': + raise ValueError('Invalid Input: Need a list of number in [ and ], such as [1,10,100,1000]') + positions=list(map(int,inputstr[1:-1].split(","))) + if any(x<=0 for x in positions): + raise ValueError('Invalid Input: all numbers of shares need to be positive') + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() + + while True: + try: + inputstr2=input('Please enter the number of times you want to repeat the simulation') + if (inputstr2=='quit'): + print("User Directed Quit.") + sys.exit() + num_trials=int(inputstr2) + Investment.investment(positions,num_trials).simulation() + break + except ValueError as msg: + print(msg) + except KeyboardInterrupt: + print('Keyboard Interruption') + sys.exit() + except EOFError: + print('EOFError') + sys.exit() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/cd/b08712e23fba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/cd/b08712e23fba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..e69de29 diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d/20e0050476ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d/20e0050476ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..c28a6a6 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d/20e0050476ba001616adcdbf6c0fe7b3 @@ -0,0 +1,53 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' +import unittest + + +import unittest +from investment.investment import * + + +class test(unittest.TestCase): + + """Unit-testing class that allows us to run tests with expected outcomes""" + + def test_constructor(self): + + """ + unit test for the investment costructor that passinput + to arguments positions and num_trials + """ + + self.assertEqual(trialInput([1,10,100], 1000).positions,[1,10,100]) + self.assertEqual(trialInput([1,10,100], 1000).num_trials, 1000) + + def test_stimulate(self): + + """ + unit tests for function stimulate + We test the each value of the return dictionary 'result' has the same length as + num_trials, and every element in the value of dictionary 'result' bigger than + or equal to -1, and less than or equal to 1 + """ + t = trialInput([1, 10, 100], 1000) + result = t.stimulate([1000.0, 100.0, 10.0], 1000) + + self.assertEqual(len(result[1]), 1000) + self.assertEqual(len(result[10]), 1000) + self.assertEqual(len(result[100]), 1000) + + self.assertTrue(result[1].all() <= 1) + self.assertTrue(result[1].all() >= -1) + + self.assertTrue(result[10].all() <= 1) + self.assertTrue(result[10].all() >= -1) + + self.assertTrue(result[100].all() <= 1) + self.assertTrue(result[100].all() >= -1) + + +if __name__ == "__main__": + unittest.main() diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d0/a0e9e8e577ba001617f6fe95705ff1b5 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d0/a0e9e8e577ba001617f6fe95705ff1b5 new file mode 100644 index 0000000..2c29ec3 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d0/a0e9e8e577ba001617f6fe95705ff1b5 @@ -0,0 +1,64 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exp_handle import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + + '''function that repeat num_trail times stimulation for each in + position_values and return their results as daily_ret. + Meanwhile, ''' + def stimulate(self): + f = open('results.txt', 'w') + for p in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for t in range(self.num_trials): + cumu_num = 0 + for i in range(int(1000/p)): + random_num = np.random.rand() + if (0 <= random_num <= 0.51): + cumu_num = cumu_num + 2 * p + elif (1 > random_num > 0.51): + cumu_num = cumu_num + cumu_ret[t]=cumu_num + daily_ret[t]=(cumu_ret[t]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.ylabel(str(p) + 'trails result') + + if p ==1: + plt.savefig('histogram_0001_pos.pdf') + elif p == 10: + plt.savefig('histogram_0010_pos.pdf') + elif p ==100: + plt.savefig('histogram_0100_pos.pdf') + elif p ==1000: + plt.savefig('histogram_1000_pos.pdf') + + ret_mean = np.mean(daily_ret) + ret_std = np.std(daily_ret) + f.write('mean of return for position ' + str(p) + ' : ' + str(ret_mean) + '\n') + f.write('std of return for position ' + str(p) + ' : ' + str(ret_std) + '\n') + + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d6/f069b66d75ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d6/f069b66d75ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..06ebb1f --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/d6/f069b66d75ba001616adcdbf6c0fe7b3 @@ -0,0 +1,25 @@ +''' +Created on 2016年11月日 + +@author: EricTseng +''' + +from Investment.investment import * +from Investment.exp_handle import * + +while True: + try: + positions = eval(input('Please input a list of positions.\n')) + num_trials = eval(input('Please input the number of trials.\n')) + simulationInit = trialInput(positions, num_trials) + simulationInit.simulate() + break + except InvalidListError: + print('The position list you input is invalid. Please try again.') + except PositionError: + print('The positions in your list is invalid. Please try again.') + except IntegerError: + print('The number of trial must be an integer. Please try again.') + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/dd/e0193e4977ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/dd/e0193e4977ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..b818577 --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/dd/e0193e4977ba001616adcdbf6c0fe7b3 @@ -0,0 +1,25 @@ +''' +Created on 2016年11月日 + +@author: EricTseng +''' + +from Investment.investment import * +from Investment.exp_handle import * + +while True: + try: + positions = eval(input('Please input a list of positions.\n')) + num_trials = eval(input('Please input the number of trials.\n')) + stimulationInit = trialInput(positions, num_trials) + stimulationInit.stimulate() + break + except InvalidListError: + print('Invalid position list.') + except PositionError: + print('Invalid positions in your list.') + except IntegerError: + print('Invalid Value. Trail number must be a integer.') + +if __name__ == '__main__': + pass \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/de/9049b57440ba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/de/9049b57440ba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..de1404a --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/de/9049b57440ba001616adcdbf6c0fe7b3 @@ -0,0 +1,46 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exceptions import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise IntegerError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for position in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for trial in range(self.num_trials): + num_win=np.random.binomial(position,0.49) + num_lost=position-num_win + position_value=1000/position + cumu_ret[trial]=(num_win*(1+1)+num_lost*(1-1))*position_value + daily_ret[trial]=(cumu_ret[trial]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(position)) + plt.savefig('histogram_'+'{:04d}'.format(position)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(position) ' : ' + str(mean_ret) + '\n') + f.write('std of return for position ' + str(position) ' : ' + str(std_ret) + '\n') + f.close() \ No newline at end of file diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/e6/e0f13cdb3bba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/e6/e0f13cdb3bba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..e69de29 diff --git a/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/fa/80f603d36eba001616adcdbf6c0fe7b3 b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/fa/80f603d36eba001616adcdbf6c0fe7b3 new file mode 100644 index 0000000..b47586d --- /dev/null +++ b/bz866/.metadata/.plugins/org.eclipse.core.resources/.history/fa/80f603d36eba001616adcdbf6c0fe7b3 @@ -0,0 +1,50 @@ +''' +Created on 2016年12月4日 + +@author: EricTseng +''' + +import numpy as np +import matplotlib.pyplot as plt +from Investment.exp_handle import * + +class trialInput(object): + def __init__(self, positionList, num_trials): + if not isinstance(positionList, list): + raise InvalidListError() + else: + denominations = [1000,100,10,1] + for i in range(len(positionList)): + if 1000/positionList[i] != denominations[i]: + raise PositionError() + if not isinstance(num_trials, int): + raise ValueError() + + self.positionList = positionList + self.num_trials = num_trials + + def simulate(self): + f = open('results.txt', 'w') + for p in self.positionList: + cumu_ret=np.zeros(self.num_trials) + daily_ret=np.zeros(self.num_trials) + for t in range(self.num_trials): + cumu_num = 0 + for i in range(int(1000/p)): + random_num = np.random.rand() + if (0 <= random_num <= 0.51): + cumu_num = cumu_num 2 + * p + elif (1 > random_num > 0.51): + cumu_num = cumu_num + cumu_ret[t]=cumu_num + daily_ret[t]=(cumu_ret[t]/1000)-1 + plt.clf() + plt.hist(daily_ret,100,range=[-1,1]) + plt.xlabel('Daily Returns') + plt.title('Histogram of Daily Returns for position = ' + str(p)) + plt.savefig('histogram_'+'{:04d}'.format(p)+'_pos.pdf') + mean_ret = np.mean(daily_ret) + std_ret = np.std(daily_ret) + f.write('mean of return for position ' + str(p) + ' : ' + str(mean_ret) + '\n') + 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