Source code for utool

# -*- coding: utf-8 -*-
"""
UTool - Useful Utility Tools
   Your friendly neighborhood utility tools

TODO: INSERT APACHE VERSION 2.0 LICENCE IN ALL FILES
(Although it should be implied that the entire module and repo is released under
that licence.)

pip install git+https://github.com/Erotemic/utool.git@next
"""
# Utool is released under the Apache License Version 2.0

# flake8: noqa
# We hope to support python3
from __future__ import absolute_import, division, print_function, unicode_literals
import sys
import textwrap

try:
    from utool._version import __version__
except ImportError:
    __version__ = '0.0.0'

__DYNAMIC__ = True
if __DYNAMIC__:
    __DYNAMIC__ = '--nodyn' not in sys.argv
else:
    __DYNAMIC__ = '--dyn' in sys.argv
# THESE COMMANDS WILL WRITE THE IMPORT FILE
"""
python -c "import utool" --dump-utool-init
python -c "import utool" --print-utool-init --dyn
python -c "import utool" --update-utool-init --dyn
"""

__VERYVERBOSE__ = '--veryverbose' in sys.argv or '--very-verbose' in sys.argv
__PRINT_INJECT_ORDER__ = __VERYVERBOSE__ or '--print-inject-order' in sys.argv

# HAVE TO HACK THIS IN FOR UTOOL.__INIT__ ONLY
# OTHER MODULE CAN USE NOINJECT
if __PRINT_INJECT_ORDER__:
    # TODO METAUTIL
    from six.moves import builtins
    from utool._internal import meta_util_dbg

    callername = meta_util_dbg.get_caller_name(N=1, strict=False)
    fmtdict = dict(callername=callername, modname='utool.__init__')
    msg = '[util_inject] {modname} is imported by {callername}'.format(**fmtdict)
    builtins.print(msg)


IMPORT_TUPLES = [
    ('_internal', None),
    ('util_alg', ['cartesian', 'almost_eq',]),
    ('util_aliases', ['ddict', 'odict']),
    ('util_arg', ['get_argval', 'get_argflag', 'argv_flag_dec', 'QUIET', 'VERBOSE']),
    ('util_assert', None),
    ('util_autogen', None),
    ('util_cache', ['global_cache_read', 'global_cache_write']),
    ('util_cplat', ['cmd', 'view_directory',]),
    ('util_class', None),
    ('util_const', None),
    ('util_csv', None),
    ('util_config', None),
    (
        'util_dbg',
        [
            'execstr_dict',
            'save_testdata',
            'load_testdata',
            'get_caller_name',
            'import_testdata',
            'embed',
            'quitflag',
            'inIPython',
            'printvar2',
            'all_rrr',
        ],
    ),
    ('util_dev', ['get_stats_str', 'get_stats', 'myprint', 'get_object_nbytes']),
    (
        'util_decor',
        [
            'ignores_exc_tb',
            'indent_func',
            'accepts_numpy',
            'accepts_scalar_input_vector_output',
            'accepts_scalar_input',
        ],
    ),
    ('util_dict', None),
    ('util_func', None),
    ('util_grabdata', None),
    ('util_gridsearch', None),
    ('util_git', None),
    ('util_latex', None),
    ('util_graph', None),
    ('util_hash', ['hashstr_arr', 'hashstr',]),
    ('util_import', None),
    ('util_inject', None),
    ('util_io', None),
    ('util_iter', ['iflatten', 'ichunks',]),
    ('util_inspect', None),
    ('util_ipynb', None),
    ('util_logging', None),
    ('util_list', ['alloc_lists', 'list_index', 'npfind', 'index_of', 'flatten']),
    ('util_num', None),
    ('util_numpy', None),
    (
        'util_path',
        [
            'checkpath',
            'ensuredir',
            'assertpath',
            'truepath',
            'list_images',
            'copy',
            'glob',
            'grep',
        ],
    ),
    ('util_print', ['horiz_print', 'printshape', 'Indenter']),
    ('util_progress', ['progress_func']),
    ('util_profile', None),
    ('util_project', None),
    ('util_parallel', None),
    ('util_resources', ['print_resource_usage']),
    ('util_str', ['byte_str2', 'horiz_string', 'theta_str']),
    ('util_sysreq', None),
    ('util_sqlite', None),
    ('util_setup', 'presetup'),
    ('util_set', None),
    ('util_regex', ['regex_search']),
    ('util_time', ['tic', 'toc', 'Timer']),
    ('util_tags', None),
    ('util_type', None),
    ('util_tests', None),
    ('util_web', None),
    ('DynamicStruct', ['DynStruct']),
    ('Preferences', ['Pref']),
]


DOELSE = False

if __DYNAMIC__:
    # TODO: import all utool external prereqs. Then the imports will not import
    # anything that has already in a toplevel namespace
    # COMMENTED OUT FOR FROZEN __INIT__
    # Dynamically import listed util libraries and their members.
    from utool._internal import util_importer

    # FIXME: this might actually work with rrrr, but things arent being
    # reimported because they are already in the modules list
    import_execstr = util_importer.dynamic_import(__name__, IMPORT_TUPLES)
    exec(import_execstr)
    DOELSE = False
else:
    # Do the nonexec import (can force it to happen no matter what if alwyas set
    # to True)
    DOELSE = True

if DOELSE:
    # <AUTOGEN_INIT>

    from utool import _internal
    from utool import util_alg
    from utool import util_aliases
    from utool import util_arg
    from utool import util_assert
    from utool import util_autogen
    from utool import util_cache
    from utool import util_cplat
    from utool import util_class
    from utool import util_const
    from utool import util_csv
    from utool import util_config
    from utool import util_dbg
    from utool import util_dev
    from utool import util_decor
    from utool import util_dict
    from utool import util_func
    from utool import util_grabdata
    from utool import util_gridsearch
    from utool import util_git
    from utool import util_latex
    from utool import util_graph
    from utool import util_hash
    from utool import util_import
    from utool import util_inject
    from utool import util_io
    from utool import util_iter
    from utool import util_inspect
    from utool import util_ipynb
    from utool import util_logging
    from utool import util_list
    from utool import util_num
    from utool import util_numpy
    from utool import util_path
    from utool import util_print
    from utool import util_progress
    from utool import util_profile
    from utool import util_project
    from utool import util_parallel
    from utool import util_resources
    from utool import util_str
    from utool import util_sysreq
    from utool import util_sqlite
    from utool import util_setup
    from utool import util_set
    from utool import util_regex
    from utool import util_time
    from utool import util_tags
    from utool import util_type
    from utool import util_tests
    from utool import util_web
    from utool import DynamicStruct
    from utool import Preferences

    from utool.util_alg import (
        FOOT_PER_MILE,
        HAVE_NUMPY,
        HAVE_SCIPY,
        KM_PER_MILE,
        MM_PER_INCH,
        PHI,
        PHI_A,
        PHI_B,
        TAU,
        absdiff,
        almost_allsame,
        almost_eq,
        apply_grouping,
        bayes_rule,
        choose,
        colwise_diag_idxs,
        compare_groups,
        cumsum,
        defaultdict,
        deg_to_rad,
        diagonalized_iter,
        edit_distance,
        enumerate_primes,
        euclidean_dist,
        expensive_task_gen,
        factors,
        fibonacci,
        fibonacci_approx,
        fibonacci_iterative,
        fibonacci_recursive,
        find_group_consistencies,
        find_group_differences,
        flatten_membership_mapping,
        generate_primes,
        get_nth_bell_number,
        get_nth_prime,
        get_nth_prime_bruteforce,
        get_phi,
        get_phi_ratio1,
        get_prime_index,
        greedy_max_inden_setcover,
        group_indices,
        grouping_delta,
        grouping_delta_stats,
        iapply_grouping,
        inbounds,
        is_prime,
        item_hist,
        knapsack,
        knapsack_greedy,
        knapsack_ilp,
        knapsack_iterative,
        knapsack_iterative_int,
        knapsack_iterative_numpy,
        knapsack_recursive,
        longest_common_substring,
        max_size_max_distance_subset,
        maximin_distance_subset1d,
        maximum_distance_subset,
        negative_minclamp_inplace,
        norm_zero_one,
        normalize,
        num_partitions,
        number_of_decimals,
        prod,
        product_nonsame,
        product_nonsame_self,
        rad_to_deg,
        safe_div,
        safe_pdist,
        self_prodx,
        setcover_greedy,
        setcover_ilp,
        solve_boolexpr,
        square_pdist,
        standardize_boolexpr,
        triangular_number,
        ungroup,
        ungroup_gen,
        ungroup_unique,
        unixtime_hourdiff,
        upper_diag_self_prodx,
        xywh_to_tlbr,
    )
    from utool.util_aliases import (
        OrderedDict,
        combinations,
        ddict,
        icomb,
        iprod,
        namedtuple,
        odict,
        partial,
        product,
    )
    from utool.util_arg import (
        ArgumentParser2,
        DEBUG,
        DEBUG2,
        NOT_QUIET,
        NO_ASSERTS,
        QUIET,
        REPORT,
        SAFE,
        SILENT,
        STRICT,
        SUPER_STRICT,
        TRACE,
        USE_ASSERT,
        VERBOSE,
        VERBOSE_ARGPARSE,
        VERYVERBOSE,
        argflag,
        argparse_dict,
        argv_flag_dec,
        argv_flag_dec_true,
        argval,
        aug_sysargv,
        autogen_argparse2,
        autogen_argparse_block,
        get_arg,
        get_arg_dict,
        get_argflag,
        get_argv_tail,
        get_argval,
        get_cmdline_varargs,
        get_dict_vals_from_commandline,
        get_flag,
        get_fpath_args,
        get_module_verbosity_flags,
        get_varargs,
        get_verbflag,
        make_argparse2,
        parse_arglist_hack,
        parse_cfgstr_list,
        parse_dict_from_argv,
        reset_argrecord,
        switch_sanataize,
    )
    from utool.util_assert import (
        assert_all_eq,
        assert_all_in,
        assert_all_not_None,
        assert_almost_eq,
        assert_eq,
        assert_eq_len,
        assert_inbounds,
        assert_lessthan,
        assert_lists_eq,
        assert_raises,
        assert_same_len,
        assert_scalar_list,
        assert_unflat_level,
        assert_unique,
        get_first_None_position,
        lists_eq,
    )
    from utool.util_autogen import (
        PythonStatement,
        auto_docstr,
        autofix_codeblock,
        deque,
        dump_autogen_code,
        find_modname_in_pythonpath,
        is_modname_in_pythonpath,
        load_func_from_module,
        make_args_docstr,
        make_cmdline_docstr,
        make_default_docstr,
        make_default_module_maintest,
        make_docstr_block,
        make_example_docstr,
        make_returns_or_yeilds_docstr,
        makeinit,
        print_auto_docstr,
        remove_codeblock_syntax_sentinals,
        write_modscript_alias,
    )
    from utool.util_cache import (
        Cachable,
        CacheMissException,
        Cacher,
        GlobalShelfContext,
        KeyedDefaultDict,
        LRUDict,
        LazyDict,
        LazyList,
        ShelfCacher,
        USE_CACHE,
        VERBOSE_CACHE,
        cached_func,
        cachestr_repr,
        chain,
        consensed_cfgstr,
        delete_global_cache,
        from_json,
        get_cfgstr_from_args,
        get_default_appname,
        get_func_result_cachekey,
        get_global_cache_dir,
        get_global_shelf_fpath,
        get_lru_cache,
        global_cache_dump,
        global_cache_read,
        global_cache_write,
        load_cache,
        make_utool_json_encoder,
        save_cache,
        shelf_open,
        text_dict_read,
        text_dict_write,
        time_different_diskstores,
        to_json,
        tryload_cache,
        tryload_cache_list,
        tryload_cache_list_with_compute,
        view_global_cache_dir,
    )
    from utool.util_cplat import (
        COMPUTER_NAME,
        DARWIN,
        EXIT_FAILURE,
        EXIT_SUCCESS,
        HAVE_PATHLIB,
        LIB_DICT,
        LIB_EXT_LIST,
        LINUX,
        OS_TYPE,
        PYLIB_DICT,
        UNIX,
        WIN32,
        assert_installed_debian,
        change_term_title,
        check_installed_debian,
        chmod,
        chmod_add_executable,
        cmd,
        cmd2,
        editfile,
        ensure_app_cache_dir,
        ensure_app_resource_dir,
        get_app_cache_dir,
        get_app_resource_dir,
        get_computer_name,
        get_dir_diskspaces,
        get_disk_space,
        get_dynamic_lib_globstrs,
        get_dynlib_dependencies,
        get_dynlib_exports,
        get_file_info,
        get_file_nBytes,
        get_file_nBytes_str,
        get_flops,
        get_free_diskbytes,
        get_install_dirs,
        get_lib_ext,
        get_path_dirs,
        get_plat_specifier,
        get_pylib_ext,
        get_python_dynlib,
        get_resource_dir,
        get_system_python_library,
        get_total_diskbytes,
        get_user_name,
        geteditor,
        getroot,
        in_pyinstaller_package,
        ipython_paste,
        is64bit_python,
        is_file_executable,
        is_file_writable,
        ls_libs,
        pip_install,
        platform_cache_dir,
        print_dir_diskspace,
        print_path,
        print_system_users,
        python_executable,
        quote_single_command,
        run_realtime_process,
        search_env_paths,
        send_keyboard_input,
        set_process_title,
        shell,
        spawn_delayed_ipython_paste,
        startfile,
        truepath,
        unixpath,
        unload_module,
        vd,
        view_directory,
        view_file_in_directory,
    )
    from utool.util_class import (
        HashComparable,
        HashComparable2,
        HashComparableMetaclass,
        KwargsWrapper,
        QUIET_CLASS,
        ReloadingMetaclass,
        VERBOSE_CLASS,
        autogen_explicit_injectable_metaclass,
        autogen_import_list,
        compare_instance,
        decorate_class_method,
        decorate_postinject,
        get_classname,
        get_comparison_methods,
        get_comparison_operators,
        get_funcglobals,
        get_funcname,
        get_injected_modules,
        get_method_func,
        inject_all_external_modules,
        inject_func_as_method,
        inject_func_as_property,
        inject_func_as_unbound_method,
        inject_instance,
        makeForwardingMetaclass,
        make_class_method_decorator,
        make_class_postinject_decorator,
        postinject_instance,
        reload_class,
        reload_class_methods,
        reload_injected_modules,
        reloadable_class,
        reloading_meta_metaclass_factory,
        remove_private_obfuscation,
        test_reloading_metaclass,
    )
    from utool.util_const import NoParam
    from utool.util_csv import (
        CSV,
        make_csv_table,
        make_standard_csv,
        numpy_to_csv,
        read_csv,
    )
    from utool.util_config import (
        get_default_global_config,
        get_default_repo_config,
        read_repo_config,
        write_default_repo_config,
    )
    from utool.util_dbg import (
        COLORED_EXCEPTIONS,
        EmbedOnException,
        FORCE_TB,
        RAISE_ALL,
        TB,
        breakpoint,
        debug_exception,
        debug_hstack,
        debug_list,
        debug_npstack,
        debug_vstack,
        embed,
        embed2,
        embed_on_exception_context,
        eoxc,
        execstr_attr_list,
        execstr_dict,
        execstr_func,
        execstr_parent_locals,
        explore_module,
        explore_stack,
        fix_embed_globals,
        fmtlocals,
        formatex,
        get_caller_lineno,
        get_caller_modname,
        get_caller_name,
        get_caller_prefix,
        get_current_stack_depth,
        get_localvar_from_stack,
        get_parent_frame,
        get_reprs,
        get_stack_frame,
        get_var_from_stack,
        get_varname_from_locals,
        get_varname_from_stack,
        get_varstr,
        get_varval_from_locals,
        haveIPython,
        import_testdata,
        inIPython,
        in_jupyter_notebook,
        ipython_execstr,
        is_valid_varname,
        load_testdata,
        module_functions,
        parse_locals_keylist,
        print_frame,
        print_keys,
        print_traceback,
        printex,
        printvar,
        printvar2,
        public_attributes,
        qflag,
        quasiquote,
        quit,
        quitflag,
        save_testdata,
        search_stack_for_localvar,
        search_stack_for_var,
        split,
        super_print,
        varname_regex,
    )
    from utool.util_dev import (
        ClassAttrDictProxy,
        ColumnLists,
        DEVELOPER_MODE,
        DictLike_old,
        ENABLE_MEMTRACK,
        INDEXABLE_TYPES,
        InteractiveIter,
        InteractivePrompt,
        LIVE_INTERACTIVE_ITER,
        MemoryTracker,
        NamedPartial,
        NiceRepr,
        PriorityQueue,
        STAT_KEY_ORDER,
        Shortlist,
        USER_MODE,
        are_you_sure,
        autopep8_diff,
        compile_cython,
        copy_text_to_clipboard,
        delayed_retry_gen,
        dev_ipython_copypaster,
        disable_garbage_collection,
        enable_garbage_collection,
        ensure_str_list,
        ensureqt,
        exec_argparse_funckw,
        exec_funckw,
        execstr_funckw,
        extract_timeit_setup,
        find_exe,
        fix_super_reload,
        focusvim,
        garbage_collect,
        get_clipboard,
        get_cython_exe,
        get_dev_paste_code,
        get_jagged_stats,
        get_nonconflicting_path_old,
        get_nonconflicting_string,
        get_object_base,
        get_object_nbytes,
        get_object_size_str,
        get_overlaps,
        get_partial_func_name,
        get_setdiff_info,
        get_setdiff_items,
        get_statdict,
        get_stats,
        get_stats_str,
        get_submodules_from_dpath,
        grace_period,
        init_catch_ctrl_c,
        input_timeout,
        instancelist,
        inverable_group_multi_list,
        inverable_unique_two_lists,
        ipcopydev,
        is_developer,
        iup,
        make_at_least_n_items_valid,
        make_call_graph,
        make_object_graph,
        memory_dump,
        numpy_list_num_bits,
        overrideable_partial,
        pandas_reorder,
        print_object_size,
        print_object_size_tree,
        pylab_qt4,
        report_memsize,
        reset_catch_ctrl_c,
        search_module,
        search_utool,
        set_clipboard,
        set_overlap_items,
        set_overlaps,
        stats_dict,
        strip_line_comments,
        super2,
        timeit_compare,
        timeit_grid,
        tuples_to_unique_scalars,
        uninvert_unique_two_lists,
        user_cmdline_prompt,
    )
    from utool.util_decor import (
        IGNORE_TRACEBACK,
        NOINDENT_DECOR,
        ONEX_REPORT_INPUT,
        PROFILING,
        SIG_PRESERVE,
        UNIQUE_NUMPY,
        accepts_numpy,
        accepts_scalar_input,
        accepts_scalar_input2,
        accepts_scalar_input_vector_output,
        apply_docstr,
        classproperty,
        debug_function_exceptions,
        dummy_args_decor,
        getter_1to1,
        getter_1toM,
        ignores_exc_tb,
        indent_func,
        interested,
        lazyfunc,
        memoize,
        memoize_nonzero,
        memoize_single,
        memoize_zero,
        on_exception_report_input,
        preserve_sig,
        show_return_value,
        test_ignore_exec_traceback,
        time_func,
        tracefunc,
        tracefunc_xml,
    )
    from utool.util_dict import (
        AutoDict,
        AutoOrderedDict,
        AutoVivification,
        DefaultValueDict,
        DictLike,
        OrderedAutoVivification,
        all_dict_combinations,
        all_dict_combinations_lbls,
        all_dict_combinations_ordered,
        assert_keys_are_subset,
        augdict,
        build_conflict_dict,
        count_dict_vals,
        delete_dict_keys,
        delete_keys,
        depth_atleast,
        dict_accum,
        dict_assign,
        dict_filter_nones,
        dict_find_keys,
        dict_find_other_sameval_keys,
        dict_hist,
        dict_hist_cumsum,
        dict_intersection,
        dict_isect,
        dict_isect_combine,
        dict_keysubset,
        dict_set_column,
        dict_setdiff,
        dict_stack,
        dict_stack2,
        dict_subset,
        dict_take,
        dict_take_asnametup,
        dict_take_column,
        dict_take_gen,
        dict_take_list,
        dict_take_pop,
        dict_to_keyvals,
        dict_union,
        dict_union2,
        dict_union3,
        dict_union_combine,
        dict_update_newkeys,
        dict_where_len0,
        dictinfo,
        dzip,
        flatten_dict_items,
        flatten_dict_vals,
        get_dict_column,
        get_dict_hashid,
        group_items,
        group_pairs,
        groupby_attr,
        groupby_tags,
        hashdict,
        hierarchical_group_items,
        hierarchical_map_vals,
        hmap_vals,
        iflatten_dict_values,
        invert_dict,
        is_dicteq,
        iter_all_dict_combinations_ordered,
        iteritems_sorted,
        keys_sorted_by_value,
        map_dict_keys,
        map_dict_vals,
        map_keys,
        map_vals,
        merge_dicts,
        move_odict_item,
        order_dict_by,
        range_hist,
        sort_dict,
        update_dict,
        update_existing,
    )
    from utool.util_func import (
        compose_functions,
        identity,
    )
    from utool.util_grabdata import (
        BadZipfile,
        HASH_DICT,
        TESTIMG_URL_DICT,
        archive_files,
        clean_dropbox_link,
        clear_test_img_cache,
        download_url,
        experiment_download_multiple_urls,
        geo_locate,
        get_file_local_hash,
        get_prefered_browser,
        get_valid_test_imgkeys,
        grab_file_remote_hash,
        grab_file_url,
        grab_s3_contents,
        grab_selenium_chromedriver,
        grab_selenium_driver,
        grab_test_imgpath,
        grab_zipped_url,
        list_remote,
        open_url_in_browser,
        read_s3_contents,
        rsync,
        s3_dict_encode_to_str,
        s3_str_decode_to_dict,
        scp_pull,
        split_archive_ext,
        unarchive_file,
        untar_file,
        unzip_file,
        url_read,
        url_read_text,
    )
    from utool.util_gridsearch import (
        CountstrParser,
        DimensionBasis,
        GridSearch,
        INTERNAL_CFGKEYS,
        NAMEVARSEP,
        Nesting,
        ParamInfo,
        ParamInfoBool,
        ParamInfoList,
        constrain_cfgdict_list,
        customize_base_cfg,
        get_cfg_lbl,
        get_cfgdict_lbl_list_subset,
        get_cfgdict_list_subset,
        get_nonvaried_cfg_lbls,
        get_varied_cfg_lbls,
        grid_search_generator,
        gridsearch_timer,
        interact_gridsearch_result_images,
        lookup_base_cfg_list,
        make_cfglbls,
        make_constrained_cfg_and_lbl_list,
        noexpand_parse_cfgstrs,
        parse_argv_cfg,
        parse_cfgstr3,
        parse_cfgstr_list2,
        parse_cfgstr_name_options,
        parse_nestings,
        parse_nestings2,
        partition_varied_cfg_list,
        recombine_nestings,
        testdata_grid_search,
    )
    from utool.util_git import (
        Repo,
        RepoManager,
        git_sequence_editor_squash,
        isdir,
        std_build_command,
    )
    from utool.util_latex import (
        compile_latex_text,
        compress_pdf,
        convert_pdf_to_image,
        ensure_colvec,
        ensure_rowvec,
        escape_latex,
        find_ghostscript_exe,
        get_latex_figure_str,
        get_latex_figure_str2,
        is_substr,
        latex_get_stats,
        latex_multicolumn,
        latex_multirow,
        latex_newcommand,
        latex_sanitize_command_name,
        latex_scalar,
        long_substr,
        make_full_document,
        make_score_tabular,
        make_stats_tabular,
        render_latex,
        render_latex_text,
        replace_all,
        tabular_join,
    )
    from utool.util_graph import (
        all_multi_paths,
        approx_min_num_components,
        bfs_conditional,
        bfs_multi_edges,
        color_nodes,
        dag_longest_path,
        dfs_conditional,
        dict_depth,
        edges_to_adjacency_list,
        get_allkeys,
        get_graph_bounding_box,
        get_levels,
        graph_info,
        greedy_mincost_diameter_augment,
        longest_levels,
        mincost_diameter_augment,
        nx_all_nodes_between,
        nx_all_simple_edge_paths,
        nx_common_ancestors,
        nx_common_descendants,
        nx_contracted_nodes,
        nx_dag_node_rank,
        nx_delete_None_edge_attr,
        nx_delete_None_node_attr,
        nx_delete_edge_attr,
        nx_delete_node_attr,
        nx_edges,
        nx_edges_between,
        nx_ensure_agraph_color,
        nx_from_adj_dict,
        nx_from_matrix,
        nx_from_node_edge,
        nx_gen_edge_attrs,
        nx_gen_edge_values,
        nx_gen_node_attrs,
        nx_gen_node_values,
        nx_get_default_edge_attributes,
        nx_get_default_node_attributes,
        nx_make_adj_matrix,
        nx_mincut_edges_weighted,
        nx_minimum_weight_component,
        nx_node_dict,
        nx_set_default_edge_attributes,
        nx_set_default_node_attributes,
        nx_sink_nodes,
        nx_source_nodes,
        nx_to_adj_dict,
        nx_topsort_nodes,
        nx_topsort_rank,
        nx_transitive_reduction,
        paths_to_root,
        reverse_path,
        reverse_path_edges,
        shortest_levels,
        simplify_graph,
        stack_graphs,
        subgraph_from_edges,
        testdata_graph,
        translate_graph,
        translate_graph_to_origin,
        traverse_path,
        weighted_diamter,
    )
    from utool.util_hash import (
        ALPHABET,
        ALPHABET_16,
        ALPHABET_27,
        ALPHABET_41,
        BIGBASE,
        DictProxyType,
        HASH_LEN,
        HASH_LEN2,
        SEP_BYTE,
        SEP_STR,
        augment_uuid,
        b,
        combine_hashes,
        combine_uuids,
        convert_bytes_to_bigbase,
        convert_hexstr_to_bigbase,
        digest_data,
        freeze_hash_bytes,
        get_file_hash,
        get_file_uuid,
        get_zero_uuid,
        hash_data,
        hashable_to_uuid,
        hashid_arr,
        hashstr,
        hashstr27,
        hashstr_arr,
        hashstr_arr27,
        hashstr_md5,
        hashstr_sha1,
        image_uuid,
        make_hash,
        random_nonce,
        random_uuid,
        stringlike,
        write_hash_file,
        write_hash_file_for_path,
    )
    from utool.util_import import (
        check_module_installed,
        get_modpath_from_modname,
        import_modname,
        import_module_from_fpath,
        import_star,
        import_star_execstr,
        package_contents,
        possible_import_patterns,
        tryimport,
    )
    from utool.util_inject import (
        ARGV_DEBUG_FLAGS,
        DEBUG_PRINT,
        DEBUG_PRINT_N,
        DEBUG_SLOW_IMPORT,
        DUMMYPROF_FUNC,
        EXIT_ON_INJECT_MODNAME,
        PRINT_INJECT_ORDER,
        PROFILE_FUNC,
        PROF_FUNC_PAT_LIST,
        PROF_MOD_PAT_LIST,
        TIMERPROF_FUNC,
        argv,
        colored_pygments_excepthook,
        inject,
        inject2,
        inject_colored_exceptions,
        inject_print_functions,
        inject_python_code,
        inject_python_code2,
        make_module_print_func,
        make_module_profile_func,
        make_module_reload_func,
        make_module_write_func,
        memprof,
        noinject,
        reload_module,
        split_python_text_into_lines,
    )
    from utool.util_io import (
        HAS_H5PY,
        HAS_NUMPY,
        HAVE_LOCKFILE,
        load_cPkl,
        load_data,
        load_hdf5,
        load_json,
        load_numpy,
        load_pytables,
        load_text,
        lock_and_load_cPkl,
        lock_and_save_cPkl,
        read_from,
        read_lines_from,
        readfrom,
        save_cPkl,
        save_data,
        save_hdf5,
        save_json,
        save_numpy,
        save_pytables,
        save_text,
        try_decode,
        write_to,
        writeto,
    )
    from utool.util_iter import (
        and_iters,
        ensure_iterable,
        evaluate_generator,
        ichunk_slices,
        ichunks,
        ichunks_cycle,
        ichunks_list,
        ichunks_noborder,
        ichunks_replicate,
        ifilter_Nones,
        ifilter_items,
        ifilterfalse_items,
        iflatten,
        iget_list_column,
        iget_list_column_slice,
        interleave,
        isiterable,
        isscalar,
        itake_column,
        iter_compress,
        iter_multichunks,
        iter_window,
        itertwo,
        next_counter,
        random_combinations,
        random_product,
        wrap_iterable,
    )
    from utool.util_inspect import (
        BaronWraper,
        KWReg,
        LIB_PATH,
        VERBOSE_INSPECT,
        VERYVERB_INSPECT,
        argparse_funckw,
        check_module_usage,
        check_static_member_vars,
        dummy_func,
        exec_func_doctest,
        exec_func_src,
        exec_func_src2,
        execstr_func_doctest,
        filter_valid_kwargs,
        find_funcs_called_with_kwargs,
        get_argnames,
        get_dev_hints,
        get_docstr,
        get_func_argspec,
        get_func_docblocks,
        get_func_kwargs,
        get_func_modname,
        get_func_sourcecode,
        get_funcdoc,
        get_funcfpath,
        get_funckw,
        get_funcnames_from_modpath,
        get_instance_attrnames,
        get_internal_call_graph,
        get_kwargs,
        get_kwdefaults,
        get_kwdefaults2,
        get_module_from_class,
        get_module_owned_functions,
        get_object_methods,
        get_unbound_args,
        help_members,
        infer_arg_types_and_descriptions,
        infer_function_info,
        inherit_kwargs,
        is_bateries_included,
        is_defined_by_module,
        is_defined_by_module2,
        is_valid_python,
        iter_module_doctestable,
        list_class_funcnames,
        list_global_funcnames,
        lookup_attribute_chain,
        parse_func_kwarg_keys,
        parse_function_names,
        parse_import_names,
        parse_kwarg_keys,
        parse_return_type,
        prettyprint_parsetree,
        recursive_parse_kwargs,
        set_funcdoc,
        set_funcname,
        special_parse_process_python_code,
        zzz_profiled_is_no,
        zzz_profiled_is_yes,
    )
    from utool.util_ipynb import (
        IPYNBCell,
        code_cell,
        export_notebook,
        format_cells,
        make_autogen_str,
        make_notebook,
        markdown_cell,
        normalize_cells,
        repr_single_for_md,
        run_ipython_notebook,
    )
    from utool.util_logging import (
        CustomStreamHandler,
        LOGGING_VERBOSE,
        PRINT_ALL_CALLERS,
        add_logging_handler,
        debug_logging_iostreams,
        ensure_logging,
        get_current_log_fpath,
        get_current_log_text,
        get_log_fpath,
        get_logging_dir,
        get_shelves_dir,
        get_utool_logger,
        is_logging,
        logdir_cacheid,
        start_logging,
        stop_logging,
        testlogprog,
    )
    from utool.util_list import (
        accumulate,
        alloc_lists,
        alloc_nones,
        allsame,
        and_lists,
        argmax,
        argmin,
        argsort,
        argsort2,
        aslist,
        broadcast_zip,
        bzip,
        ceil,
        compress,
        debug_consec_list,
        debug_duplicate_items,
        delete_items_by_index,
        delete_list_items,
        depth,
        depth_profile,
        duplicates_exist,
        emap,
        ensure_list_size,
        equal,
        estarmap,
        ezip,
        filter_Nones,
        filter_items,
        filter_startswith,
        filterfalse_items,
        find_duplicate_items,
        find_list_indexes,
        find_nonconsec_values,
        flag_None_items,
        flag_not_None_items,
        flag_percentile_parts,
        flag_unique_items,
        flat_unique,
        flatten,
        floor,
        get_dirty_items,
        get_list_column,
        get_list_column_slice,
        group_consecutives,
        group_consecutives_numpy,
        iflag_unique_items,
        index_complement,
        index_to_boolmask,
        insert_values,
        intersect_ordered,
        invertible_flatten1,
        invertible_flatten2,
        invertible_flatten2_numpy,
        invertible_total_flatten,
        is_subset,
        is_subset_of_any,
        is_superset,
        isdisjoint,
        isect,
        isect_indices,
        isetdiff_flags,
        issorted,
        issubset,
        issuperset,
        isunique,
        length_hint,
        listT,
        list_alignment,
        list_all_eq_to,
        list_argmax,
        list_argmaxima,
        list_argsort,
        list_compress,
        list_compresstake,
        list_cover,
        list_deep_types,
        list_depth,
        list_getattr,
        list_intersection,
        list_inverse_take,
        list_isdisjoint,
        list_issubset,
        list_issuperset,
        list_replace,
        list_reshape,
        list_roll,
        list_set_equal,
        list_strip,
        list_take,
        list_transpose,
        list_type,
        list_type_profile,
        list_union,
        list_where,
        list_zipcompress,
        list_zipflatten,
        list_ziptake,
        listclip,
        listfind,
        lmap,
        lstarmap,
        lzip,
        make_index_lookup,
        make_sortby_func,
        maplen,
        multi_replace,
        none_take,
        not_list,
        or_lists,
        partial_imap_1to1,
        partial_order,
        print_duplicate_map,
        priority_argsort,
        priority_sort,
        rebase_labels,
        recursive_replace,
        replace_nones,
        safe_listget,
        safe_slice,
        safeapply,
        safelen,
        sample_lists,
        sample_zip,
        scalar_input_map,
        search_list,
        setdiff,
        setdiff_flags,
        setdiff_ordered,
        setintersect,
        setintersect_ordered,
        snapped_slice,
        sortedby,
        sortedby2,
        strided_sample,
        take,
        take_around_percentile,
        take_column,
        take_complement,
        take_percentile,
        take_percentile_parts,
        total_flatten,
        total_unflatten,
        type_profile,
        type_profile2,
        type_sequence_factory,
        unflat_map,
        unflat_take,
        unflat_unique_rowid_map,
        unflat_vecmap,
        unflatten1,
        unflatten2,
        union,
        union_ordered,
        unique,
        unique_flags,
        unique_indices,
        unique_inverse,
        unique_ordered,
        unique_unordered,
        unpack_iterables,
        where,
        where_not_None,
        xor_lists,
        zipcompress,
        zipflat,
        ziptake,
    )
    from utool.util_num import (
        float_to_decimal,
        get_sys_maxfloat,
        get_sys_maxint,
        get_sys_minint,
        int_comma_str,
        num2_sigfig,
        num_fmt,
        order_of_magnitude_ceil,
        sigfig_str,
    )
    from utool.util_numpy import (
        deterministic_sample,
        deterministic_shuffle,
        ensure_rng,
        index_of,
        intersect2d,
        make_incrementer,
        npfind,
        quantum_random,
        random_indexes,
        random_sample,
        sample_domain,
        shuffle,
        spaced_indexes,
        spaced_items,
        tiled_range,
    )
    from utool.util_path import (
        ChdirContext,
        IMG_EXTENSIONS,
        PRINT_CALLER,
        ancestor_paths,
        assert_exists,
        assertpath,
        augpath,
        basename_noext,
        checkpath,
        copy,
        copy_all,
        copy_files_to,
        copy_list,
        copy_single,
        delete,
        dirsplit,
        ensure_crossplat_path,
        ensure_ext,
        ensure_mingw_drive,
        ensure_native_path,
        ensure_unixslash,
        ensuredir,
        ensurefile,
        ensurepath,
        existing_commonprefix,
        existing_subpath,
        expand_win32_shortname,
        extend_regex,
        file_bytes,
        file_megabytes,
        find_lib_fpath,
        fnames_to_fpaths,
        fpath_has_ext,
        fpath_has_imgext,
        fpaths_to_fnames,
        get_modname_from_modpath,
        get_modpath,
        get_module_dir,
        get_module_subdir_list,
        get_nonconflicting_path,
        get_path_type,
        get_relative_modpath,
        get_standard_exclude_dnames,
        get_standard_include_patterns,
        get_win32_short_path_name,
        glob,
        glob_python_modules,
        grep,
        grepfile,
        greplines,
        iglob,
        is_module_dir,
        is_private_module,
        is_python_module,
        isfile,
        islink,
        ismount,
        list_images,
        longest_existing_path,
        ls,
        ls_dirs,
        ls_images,
        ls_moduledirs,
        ls_modulefiles,
        make_grep_resultstr,
        matching_fpaths,
        move,
        move_list,
        newcd,
        non_existing_path,
        num_images_in_dir,
        path_ndir_split,
        pathsplit_full,
        platform_path,
        relpath_unix,
        remove_broken_links,
        remove_dirs,
        remove_existing_fpaths,
        remove_file,
        remove_file_list,
        remove_files_in_dir,
        remove_fpaths,
        sanitize_filename,
        search_candidate_paths,
        search_in_dirs,
        sed,
        sedfile,
        splitdrive,
        symlink,
        tail,
        testgrep,
        touch,
        truepath,
        truepath_relative,
        unexpanduser,
        unixjoin,
        win_shortcut,
    )
    from utool.util_print import (
        Indenter,
        NO_INDENT,
        colorprint,
        cprint,
        dictprint,
        horiz_print,
        printNOTQUIET,
        printVERBOSE,
        printWARN,
        print_code,
        print_dict,
        print_difftext,
        print_filesize,
        print_list,
        print_locals,
        print_python_code,
        printdict,
        printif,
        printshape,
    )
    from utool.util_progress import (
        AGGROFLUSH,
        DEBUG_FREQ_ADJUST,
        FORCE_ALL_PROGRESS,
        NO_PROGRESS,
        PROGGRESS_BACKSPACE,
        ProgChunks,
        ProgIter,
        ProgPartial,
        ProgressIter,
        VALID_PROGRESS_TYPES,
        get_num_chunks,
        log_progress,
        progiter,
        progress_str,
        test_progress,
    )
    from utool.util_profile import (
        Profiler,
        cStringIO,
        clean_line_profile_text,
        clean_lprof_file,
        dump_profile_text,
        fix_rawprofile_blocks,
        get_block_id,
        get_block_totaltime,
        get_profile_text,
        get_summary,
        make_profiler,
        parse_rawprofile_blocks,
        parse_timemap_from_blocks,
    )
    from utool.util_project import (
        GrepResult,
        SetupRepo,
        UserProfile,
        ensure_text,
        ensure_user_profile,
        glob_projects,
        grep_projects,
        wbia_user_profile,
        sed_projects,
        setup_repo,
    )
    from utool.util_parallel import (
        KillableProcess,
        KillableThread,
        bgfunc,
        buffered_generator,
        generate2,
        get_default_numprocs,
        get_sys_thread_limit,
        in_main_process,
        init_worker,
        set_num_procs,
        spawn_background_daemon_thread,
        spawn_background_process,
        spawn_background_thread,
    )
    from utool.util_resources import (
        available_memory,
        current_memory_usage,
        get_matching_process_ids,
        get_memstats_str,
        get_python_datastructure_sizes,
        get_resource_limits,
        get_resource_usage_str,
        memstats,
        num_cpus,
        num_unused_cpus,
        peak_memory,
        print_resource_usage,
        time_in_systemmode,
        time_in_usermode,
        time_str2,
        total_memory,
        used_memory,
    )
    from utool.util_str import (
        BACKSLASH,
        DOUBLE_QUOTE,
        ENABLE_COLORS,
        NEWLINE,
        NO_TRUNCATE,
        SINGLE_QUOTE,
        TAUFMTSTR,
        TAUSTR,
        TRIPLE_DOUBLE_QUOTE,
        TRIPLE_SINGLE_QUOTE,
        align,
        align_lines,
        array2string2,
        array_repr2,
        autoformat_pep8,
        autopep8_format,
        bbox_str,
        bubbletext,
        byte_str,
        byte_str2,
        chr_range,
        closet_words,
        codeblock,
        color_diff_text,
        color_text,
        conj_phrase,
        countdown_flag,
        dict_itemstr_list,
        dict_str,
        difftext,
        doctest_code_line,
        doctest_repr,
        ensure_ascii,
        ensure_unicode,
        ensure_unicode_strlist,
        file_megabytes_str,
        filesize_str,
        filtered_infostr,
        find_block_end,
        flatten_textlines,
        format_multi_paragraphs,
        format_multiple_paragraph_sentences,
        format_single_paragraph_sentences,
        format_text_as_docstr,
        func_callsig,
        func_defsig,
        func_str,
        get_bytes,
        get_callable_name,
        get_indentation,
        get_itemstr_list,
        get_minimum_indentation,
        get_textdiff,
        highlight_code,
        highlight_multi_regex,
        highlight_regex,
        highlight_text,
        horiz_string,
        hz_str,
        indent,
        indent_list,
        indent_rest,
        indentjoin,
        insert_block_between_lines,
        is_byte_encoded_unicode,
        is_url,
        joins,
        list_str,
        list_str_summarized,
        long_fname_format,
        lorium_ipsum,
        msgblock,
        number_text_lines,
        numpy_str,
        order_of_magnitude_str,
        pack_into,
        packstr,
        packtext,
        parse_bytes,
        pluralize,
        quantstr,
        regex_reconstruct_split,
        remove_chars,
        remove_doublenewlines,
        remove_doublspaces,
        replace_between_tags,
        repr2,
        repr2_json,
        repr3,
        repr4,
        reprfunc,
        scalar_str,
        second_str,
        seconds_str,
        split_sentences2,
        str_between,
        strip_ansi,
        testdata_text,
        textblock,
        theta_str,
        to_camel_case,
        to_title_caps,
        to_underscore_case,
        toggle_comment_lines,
        trunc_repr,
        truncate_str,
        unformat_text_as_docstr,
        unindent,
        utf8_len,
        varinfo_str,
        verts_str,
    )
    from utool.util_sysreq import (
        ensure_in_pythonpath,
        get_global_dist_packages_dir,
        get_local_dist_packages_dir,
        get_site_packages_dir,
        in_virtual_env,
        is_running_as_root,
        locate_path,
        total_purge_developed_repo,
    )
    from utool.util_sqlite import (
        SQLColumnRichInfo,
        get_nonprimary_columninfo,
        get_primary_columninfo,
        get_table_column,
        get_table_columninfo_list,
        get_table_columnname_list,
        get_table_columns,
        get_table_csv,
        get_table_num_rows,
        get_table_rows,
        get_tablenames,
        print_database_structure,
    )
    from utool.util_setup import (
        NOOP,
        SETUP_PATTERNS,
        SetupManager,
        assert_in_setup_repo,
        autogen_sphinx_apidoc,
        build_pyo,
        clean,
        find_ext_modules,
        find_packages,
        get_cmdclass,
        get_numpy_include_dir,
        parse_author,
        parse_package_for_version,
        parse_readme,
        presetup,
        presetup_commands,
        read_license,
        setup_chmod,
        setuptools_setup,
    )
    from utool.util_set import (
        OrderedSet,
        oset,
    )
    from utool.util_regex import (
        REGEX_C_COMMENT,
        REGEX_ESCSTR,
        REGEX_FLOAT,
        REGEX_INT,
        REGEX_LATEX_COMMENT,
        REGEX_NONGREEDY,
        REGEX_RVAL,
        REGEX_STR,
        REGEX_VARNAME,
        REGEX_WHITESPACE,
        RE_FLAGS,
        RE_KWARGS,
        backref_field,
        bref_field,
        convert_text_to_varname,
        extend_regex2,
        extend_regex3,
        get_match_text,
        modify_quoted_strs,
        named_field,
        named_field_regex,
        named_field_repl,
        negative_lookahead,
        negative_lookbehind,
        nongreedy_kleene_star,
        padded_parse,
        parse_docblock,
        parse_python_syntax,
        positive_lookahead,
        positive_lookbehind,
        regex_get_match,
        regex_matches,
        regex_or,
        regex_parse,
        regex_replace,
        regex_replace_lines,
        regex_search,
        regex_split,
        regex_word,
        whole_word,
    )
    from utool.util_time import (
        Timer,
        Timerit,
        date_to_datetime,
        datetime_to_posixtime,
        determine_timestamp_format,
        ensure_timedelta,
        exiftime_to_unixtime,
        get_datestamp,
        get_posix_timedelta_str,
        get_posix_timedelta_str2,
        get_timedelta_str,
        get_timestamp,
        get_timestats_dict,
        get_timestats_str,
        get_unix_timedelta,
        get_unix_timedelta_str,
        local_timezone,
        parse_timedelta_str,
        parse_timestamp,
        tic,
        timestamp,
        toc,
        unixtime_to_datetimeobj,
        unixtime_to_datetimestr,
        unixtime_to_timedelta,
        utcnow_tz,
    )
    from utool.util_tags import (
        alias_tags,
        build_alias_map,
        filterflags_general_tags,
        modify_tags,
        tag_coocurrence,
        tag_hist,
    )
    from utool.util_type import (
        BooleanType,
        COMPARABLE_TYPES,
        FloatType,
        HAVE_PANDAS,
        IntType,
        LISTLIKE_TYPES,
        LongType,
        NUMPY_SCALAR_NAMES,
        NUMPY_TYPE_TUPLE,
        PRIMATIVE_TYPES,
        VALID_BOOL_TYPES,
        VALID_FLOAT_TYPES,
        VALID_INT_TYPES,
        VALID_STRING_TYPES,
        assert_int,
        bool_from_str,
        float_type_,
        fuzzy_int,
        fuzzy_subset,
        get_homogenous_list_type,
        get_type,
        int_type_,
        is_bool,
        is_comparable_type,
        is_dict,
        is_float,
        is_func_or_method,
        is_func_or_method_or_partial,
        is_funclike,
        is_int,
        is_list,
        is_listlike,
        is_method,
        is_str,
        is_tuple,
        is_type,
        is_valid_floattype,
        smart_cast,
        smart_cast2,
        try_cast,
        type_str,
    )
    from utool.util_tests import (
        BIGFACE,
        DEBUG_SRC,
        ExitTestException,
        HAPPY_FACE,
        HAPPY_FACE_BIG,
        HAPPY_FACE_SMALL,
        INDENT_TEST,
        ModuleDoctestTup,
        PRINT_FACE,
        PRINT_SRC,
        SAD_FACE,
        SAD_FACE_BIG,
        SAD_FACE_SMALL,
        SYSEXIT_ON_FAIL,
        TestTuple,
        VERBOSE_TEST,
        VERBOSE_TIMER,
        doctest_funcs,
        doctest_module_list,
        doctest_was_requested,
        execute_doctest,
        find_doctestable_modnames,
        find_testfunc,
        find_untested_modpaths,
        get_doctest_examples,
        get_module_completions,
        get_module_doctest_tup,
        get_module_testlines,
        get_package_testables,
        main_function_tester,
        parse_docblocks_from_docstr,
        parse_doctest_from_docstr,
        qt4ensure,
        qtensure,
        quit_if_noshow,
        read_exampleblock,
        run_test,
        show_if_requested,
        show_was_requested,
    )
    from utool.util_web import (
        find_open_port,
        get_localhost,
        is_local_port_open,
        render_html,
        start_simple_webserver,
    )
    from utool.DynamicStruct import DynStruct
    from utool.Preferences import (
        Pref,
        PrefChoice,
        PrefInternal,
        PrefNode,
        PrefTree,
        VERBOSE_PREF,
        test_Preferences,
    )

    print, rrr, profile = util_inject.inject2(__name__, '[utool]')

[docs] def reassign_submodule_attributes(verbose=1): """ Updates attributes in the __init__ modules with updated attributes in the submodules. """ import sys if verbose and '--quiet' not in sys.argv: print('dev reimport') # Self import import utool # Implicit reassignment. seen_ = set([]) for tup in IMPORT_TUPLES: if len(tup) > 2 and tup[2]: continue # dont import package names submodname, fromimports = tup[0:2] submod = getattr(utool, submodname) for attr in dir(submod): if attr.startswith('_'): continue if attr in seen_: # This just holds off bad behavior # but it does mimic normal util_import behavior # which is good continue seen_.add(attr) setattr(utool, attr, getattr(submod, attr))
[docs] def reload_subs(verbose=1): """ Reloads utool and submodules """ if verbose: print('Reloading utool submodules') rrr(verbose > 1) def wrap_fbrrr(mod): def fbrrr(*args, **kwargs): """ fallback reload """ if verbose > 0: print('Auto-reload (using rrr) not setup for mod=%r' % (mod,)) return fbrrr def get_rrr(mod): if hasattr(mod, 'rrr'): return mod.rrr else: return wrap_fbrrr(mod) def get_reload_subs(mod): return getattr(mod, 'reload_subs', wrap_fbrrr(mod)) get_rrr(_internal)(verbose > 1) get_rrr(util_alg)(verbose > 1) get_rrr(util_aliases)(verbose > 1) get_rrr(util_arg)(verbose > 1) get_rrr(util_assert)(verbose > 1) get_rrr(util_autogen)(verbose > 1) get_rrr(util_cache)(verbose > 1) get_rrr(util_cplat)(verbose > 1) get_rrr(util_class)(verbose > 1) get_rrr(util_const)(verbose > 1) get_rrr(util_csv)(verbose > 1) get_rrr(util_config)(verbose > 1) get_rrr(util_dbg)(verbose > 1) get_rrr(util_dev)(verbose > 1) get_rrr(util_decor)(verbose > 1) get_rrr(util_dict)(verbose > 1) get_rrr(util_func)(verbose > 1) get_rrr(util_grabdata)(verbose > 1) get_rrr(util_gridsearch)(verbose > 1) get_rrr(util_git)(verbose > 1) get_rrr(util_latex)(verbose > 1) get_rrr(util_graph)(verbose > 1) get_rrr(util_hash)(verbose > 1) get_rrr(util_import)(verbose > 1) get_rrr(util_inject)(verbose > 1) get_rrr(util_io)(verbose > 1) get_rrr(util_iter)(verbose > 1) get_rrr(util_inspect)(verbose > 1) get_rrr(util_ipynb)(verbose > 1) get_rrr(util_logging)(verbose > 1) get_rrr(util_list)(verbose > 1) get_rrr(util_num)(verbose > 1) get_rrr(util_numpy)(verbose > 1) get_rrr(util_path)(verbose > 1) get_rrr(util_print)(verbose > 1) get_rrr(util_progress)(verbose > 1) get_rrr(util_profile)(verbose > 1) get_rrr(util_project)(verbose > 1) get_rrr(util_parallel)(verbose > 1) get_rrr(util_resources)(verbose > 1) get_rrr(util_str)(verbose > 1) get_rrr(util_sysreq)(verbose > 1) get_rrr(util_sqlite)(verbose > 1) get_rrr(util_setup)(verbose > 1) get_rrr(util_set)(verbose > 1) get_rrr(util_regex)(verbose > 1) get_rrr(util_time)(verbose > 1) get_rrr(util_tags)(verbose > 1) get_rrr(util_type)(verbose > 1) get_rrr(util_tests)(verbose > 1) get_rrr(util_web)(verbose > 1) get_rrr(DynamicStruct)(verbose > 1) get_rrr(Preferences)(verbose > 1) rrr(verbose > 1) try: # hackish way of propogating up the new reloaded submodule attributes reassign_submodule_attributes(verbose=verbose) except Exception as ex: print(ex)
rrrr = reload_subs # </AUTOGEN_INIT>