''' To run a Bokeh application on a Bokeh server from a single Python script, pass the script name to ``bokeh serve`` on the command line: .. code-block:: sh bokeh serve app_script.py By default, the Bokeh application will be served by the Bokeh server on a default port ({DEFAULT_PORT}) at localhost, under the path ``/app_script``, i.e., .. code-block:: none http://localhost:{DEFAULT_PORT}/app_script It is also possible to run the same commmand with jupyter notebooks: .. code-block:: sh bokeh serve app_notebook.ipynb This will generate the same results as described with a python script and the application will be served on a default port ({DEFAULT_PORT}) at localhost, under the path ``/app_notebook`` Applications can also be created from directories. The directory should contain a ``main.py`` (and any other helper modules that are required) as well as any additional assets (e.g., theme files). Pass the directory name to ``bokeh serve`` to run the application: .. code-block:: sh bokeh serve app_dir It is possible to run multiple applications at once: .. code-block:: sh bokeh serve app_script.py app_dir If you would like to automatically open a browser to display the HTML page(s), you can pass the ``--show`` option on the command line: .. code-block:: sh bokeh serve app_script.py app_dir --show This will open two pages, for ``/app_script`` and ``/app_dir``, respectively. If you would like to pass command line arguments to Bokeh applications, you can pass the ``--args`` option as the LAST option on the command line: .. code-block:: sh bokeh serve app_script.py myapp.py --args foo bar --baz Everything that follows ``--args`` will be included in ``sys.argv`` when the application runs. In this case, when ``myapp.py`` executes, the contents of ``sys.argv`` will be ``['myapp.py', 'foo', 'bar', '--baz']``, consistent with standard Python expectations for ``sys.argv``. Note that if multiple scripts or directories are provided, they all receive the same set of command line arguments (if any) given by ``--args``. If you have only one application, the server root will redirect to it. Otherwise, You can see an index of all running applications at the server root: .. code-block:: none http://localhost:5006/ This index can be disabled with the ``--disable-index`` option, and the redirect behavior can be disabled with the ``--disable-index-redirect`` option. Network Configuration ~~~~~~~~~~~~~~~~~~~~~ To control the port that the Bokeh server listens on, use the ``--port`` argument: .. code-block:: sh bokeh serve app_script.py --port 8080 To listen on an arbitrary port, pass ``0`` as the port number. The actual port number will be logged at startup. Similarly, a specific network address can be specified with the ``--address`` argument. For example: .. code-block:: sh bokeh serve app_script.py --address 0.0.0.0 will have the Bokeh server listen all available network addresses. Bokeh server can fork the underlying tornado server into multiprocess. This is useful when trying to handle multiple connections especially in the context of apps which require high computational loads. Default behavior is one process. using 0 will auto-detect the number of cores and spin up corresponding number of processes .. code-block:: sh bokeh serve app_script.py --num-procs 2 Note that due to limitations inherent in Tornado, Windows does not support ``--num-procs`` values greater than one! In this case consider running multiple Bokeh server instances behind a load balancer. By default, cross site connections to the Bokeh server websocket are not allowed. You can enable websocket connections originating from additional hosts by specifying them with the ``--allow-websocket-origin`` option: .. code-block:: sh bokeh serve app_script.py --allow-websocket-origin foo.com:8081 It is possible to specify multiple allowed websocket origins by adding the ``--allow-websocket-origin`` option multiple times. The Bokeh server can also add an optional prefix to all URL paths. This can often be useful in conjunction with "reverse proxy" setups. .. code-block:: sh bokeh serve app_script.py --prefix foobar Then the application will be served under the following URL: .. code-block:: none http://localhost:{DEFAULT_PORT}/foobar/app_script If needed, Bokeh server can send keep-alive pings at a fixed interval. To configure this feature, set the ``--keep-alive`` option: .. code-block:: sh bokeh serve app_script.py --keep-alive 10000 The value is specified in milliseconds. The default keep-alive interval is 37 seconds. Give a value of 0 to disable keep-alive pings. To control how often statistic logs are written, set the ``--stats-log-frequency`` option: .. code-block:: sh bokeh serve app_script.py --stats-log-frequency 30000 The value is specified in milliseconds. The default interval for logging stats is 15 seconds. Only positive integer values are accepted. Bokeh can also optionally log process memory usage. This feature requires the optional ``psutil`` package to be installed. To enable memory logging set the ``--mem-log-frequency`` option: . code-block:: sh bokeh serve app_script.py --mem-log-frequency 30000 The value is specified in milliseconds. The default interval for logging stats is 0 (disabled). Only positive integer values are accepted. To have the Bokeh server override the remote IP and URI scheme/protocol for all requests with ``X-Real-Ip``, ``X-Forwarded-For``, ``X-Scheme``, ``X-Forwarded-Proto`` headers (if they are provided), set the ``--use-xheaders`` option: .. code-block:: sh bokeh serve app_script.py --use-xheaders This is typically needed when running a Bokeh server behind a reverse proxy that is SSL-terminated. .. warning:: It is not advised to set this option on a Bokeh server directly facing the Internet. Session ID Options ~~~~~~~~~~~~~~~~~~ Typically, each browser tab connected to a Bokeh server will have its own session ID. When the server generates an ID, it will make it cryptographically unguessable. This keeps users from accessing one another's sessions. To control who can use a Bokeh application, the server can sign sessions with a secret key and reject "made up" session names. There are three modes, controlled by the ``--session-ids`` argument: .. code-block:: sh bokeh serve app_script.py --session-ids signed The available modes are: {SESSION_ID_MODES} In ``unsigned`` mode, the server will accept any session ID provided to it in the URL. For example, ``http://localhost/app_script?bokeh-session-id=foo`` will create a session ``foo``. In ``unsigned`` mode, if the session ID isn't provided with ``?bokeh-session-id=`` in the URL, the server will still generate a cryptographically-unguessable ID. However, the server allows clients to create guessable or deliberately-shared sessions if they want to. ``unsigned`` mode is most useful when the server is running locally for development, for example you can have multiple processes access a fixed session name such as ``default``. ``unsigned`` mode is also convenient because there's no need to generate or configure a secret key. In ``signed`` mode, the session ID must be in a special format and signed with a secret key. Attempts to use the application with an invalid session ID will fail, but if no ``?bokeh-session-id=`` parameter is provided, the server will generate a fresh, signed session ID. The result of ``signed`` mode is that only secure session IDs are allowed but anyone can connect to the server. In ``external-signed`` mode, the session ID must be signed but the server itself won't generate a session ID; the ``?bokeh-session-id=`` parameter will be required. To use this mode, you would need some sort of external process (such as another web app) which would use the ``bokeh.util.session_id.generate_session_id()`` function to create valid session IDs. The external process and the Bokeh server must share the same ``BOKEH_SECRET_KEY`` environment variable. ``external-signed`` mode is useful if you want another process to authenticate access to the Bokeh server; if someone is permitted to use the Bokeh application, you would generate a session ID for them, then redirect them to the Bokeh server with that valid session ID. If you don't generate a session ID for someone, then they can't load the app from the Bokeh server. In both ``signed`` and ``external-signed`` mode, the secret key must be kept secret; anyone with the key can generate a valid session ID. The secret key should be set in a ``BOKEH_SECRET_KEY`` environment variable and should be a cryptographically random string with at least 256 bits (32 bytes) of entropy. You can generate a new secret key with the ``bokeh secret`` command. Session Expiration Options ~~~~~~~~~~~~~~~~~~~~~~~~~~ To configure how often to check for unused sessions. set the --check-unused-sessions option: .. code-block:: sh bokeh serve app_script.py --check-unused-sessions 10000 The value is specified in milliseconds. The default interval for checking for unused sessions is 17 seconds. Only positive integer values are accepted. To configure how often unused sessions last. set the --unused-session-lifetime option: .. code-block:: sh bokeh serve app_script.py --unused-session-lifetime 60000 The value is specified in milliseconds. The default lifetime interval for unused sessions is 15 seconds. Only positive integer values are accepted. Logging Options ~~~~~~~~~~~~~~~ The logging level can be controlled by the ``--log-level`` argument: .. code-block:: sh bokeh serve app_script.py --log-level debug The available log levels are: {LOGLEVELS} The log format can be controlled by the ``--log-format`` argument: .. code-block:: sh bokeh serve app_script.py --log-format "%(levelname)s: %(message)s" The default log format is ``"{DEFAULT_LOG_FORMAT}"`` ''' from __future__ import absolute_import import logging log = logging.getLogger(__name__) import argparse from bokeh.application import Application from bokeh.resources import DEFAULT_SERVER_PORT from bokeh.util.logconfig import basicConfig from bokeh.util.string import nice_join, format_docstring from bokeh.server.tornado import DEFAULT_WEBSOCKET_MAX_MESSAGE_SIZE_BYTES from bokeh.settings import settings from os import getpid from ..subcommand import Subcommand from ..util import build_single_handler_applications, die, report_server_init_errors LOGLEVELS = ('trace', 'debug', 'info', 'warning', 'error', 'critical') SESSION_ID_MODES = ('unsigned', 'signed', 'external-signed') DEFAULT_LOG_FORMAT = "%(asctime)s %(message)s" __doc__ = format_docstring(__doc__, DEFAULT_PORT=DEFAULT_SERVER_PORT, LOGLEVELS=nice_join(LOGLEVELS), SESSION_ID_MODES=nice_join(SESSION_ID_MODES), DEFAULT_LOG_FORMAT=DEFAULT_LOG_FORMAT ) base_serve_args = ( ('--port', dict( metavar = 'PORT', type = int, help = "Port to listen on", default = DEFAULT_SERVER_PORT )), ('--address', dict( metavar = 'ADDRESS', type = str, help = "Address to listen on", default = None, )), ('--log-level', dict( metavar = 'LOG-LEVEL', action = 'store', default = 'info', choices = LOGLEVELS, help = "One of: %s" % nice_join(LOGLEVELS), )), ('--log-format', dict( metavar ='LOG-FORMAT', action = 'store', default = DEFAULT_LOG_FORMAT, help = "A standard Python logging format string (default: %r)" % DEFAULT_LOG_FORMAT.replace("%", "%%"), )), ('--log-file', dict( metavar ='LOG-FILE', action = 'store', default = None, help = "A filename to write logs to, or None to write to the standard stream (default: None)", )), ) class Serve(Subcommand): ''' Subcommand to launch the Bokeh server. ''' #: name for this subcommand name = "serve" help = "Run a Bokeh server hosting one or more applications" args = base_serve_args + ( ('files', dict( metavar='DIRECTORY-OR-SCRIPT', nargs='*', help="The app directories or scripts to serve (serve empty document if not specified)", default=None, )), ('--args', dict( metavar='COMMAND-LINE-ARGS', nargs=argparse.REMAINDER, help="Any command line arguments remaining are passed on to the application handler", )), ('--show', dict( action='store_true', help="Open server app(s) in a browser", )), ('--allow-websocket-origin', dict( metavar='HOST[:PORT]', action='append', type=str, help="Public hostnames which may connect to the Bokeh websocket", )), ('--prefix', dict( metavar='PREFIX', type=str, help="URL prefix for Bokeh server URLs", default=None, )), ('--keep-alive', dict( metavar='MILLISECONDS', type=int, help="How often to send a keep-alive ping to clients, 0 to disable.", default=None, )), ('--check-unused-sessions', dict( metavar='MILLISECONDS', type=int, help="How often to check for unused sessions", default=None, )), ('--unused-session-lifetime', dict( metavar='MILLISECONDS', type=int, help="How long unused sessions last", default=None, )), ('--stats-log-frequency', dict( metavar='MILLISECONDS', type=int, help="How often to log stats", default=None, )), ('--mem-log-frequency', dict( metavar='MILLISECONDS', type=int, help="How often to log memory usage information", default=None, )), ('--use-xheaders', dict( action='store_true', help="Prefer X-headers for IP/protocol information", )), ('--session-ids', dict( metavar='MODE', action = 'store', default = None, choices = SESSION_ID_MODES, help = "One of: %s" % nice_join(SESSION_ID_MODES), )), ('--disable-index', dict( action = 'store_true', help = 'Do not use the default index on the root path', )), ('--disable-index-redirect', dict( action = 'store_true', help = 'Do not redirect to running app from root path', )), ('--num-procs', dict( metavar='N', action='store', help="Number of worker processes for an app. Using " "0 will autodetect number of cores (defaults to 1)", default=1, type=int, )), ('--websocket-max-message-size', dict( metavar='BYTES', action='store', help="Set the Tornado websocket_max_message_size value (defaults " "to 20MB) NOTE: This setting has effect ONLY for Tornado>=4.5", default=DEFAULT_WEBSOCKET_MAX_MESSAGE_SIZE_BYTES, type=int, )), ) def invoke(self, args): ''' ''' # protect this import inside a function so that "bokeh info" can work # even if Tornado is not installed from bokeh.server.server import Server argvs = { f : args.args for f in args.files} applications = build_single_handler_applications(args.files, argvs) log_level = getattr(logging, args.log_level.upper()) basicConfig(level=log_level, format=args.log_format, filename=args.log_file) if len(applications) == 0: # create an empty application by default applications['/'] = Application() # rename args to be compatible with Server if args.keep_alive is not None: args.keep_alive_milliseconds = args.keep_alive if args.check_unused_sessions is not None: args.check_unused_sessions_milliseconds = args.check_unused_sessions if args.unused_session_lifetime is not None: args.unused_session_lifetime_milliseconds = args.unused_session_lifetime if args.stats_log_frequency is not None: args.stats_log_frequency_milliseconds = args.stats_log_frequency if args.mem_log_frequency is not None: args.mem_log_frequency_milliseconds = args.mem_log_frequency server_kwargs = { key: getattr(args, key) for key in ['port', 'address', 'allow_websocket_origin', 'num_procs', 'prefix', 'keep_alive_milliseconds', 'check_unused_sessions_milliseconds', 'unused_session_lifetime_milliseconds', 'stats_log_frequency_milliseconds', 'mem_log_frequency_milliseconds', 'use_xheaders', 'websocket_max_message_size', ] if getattr(args, key, None) is not None } server_kwargs['sign_sessions'] = settings.sign_sessions() server_kwargs['secret_key'] = settings.secret_key_bytes() server_kwargs['generate_session_ids'] = True if args.session_ids is None: # no --session-ids means use the env vars pass elif args.session_ids == 'unsigned': server_kwargs['sign_sessions'] = False elif args.session_ids == 'signed': server_kwargs['sign_sessions'] = True elif args.session_ids == 'external-signed': server_kwargs['sign_sessions'] = True server_kwargs['generate_session_ids'] = False else: raise RuntimeError("argparse should have filtered out --session-ids mode " + args.session_ids) if server_kwargs['sign_sessions'] and not server_kwargs['secret_key']: die("To sign sessions, the BOKEH_SECRET_KEY environment variable must be set; " + "the `bokeh secret` command can be used to generate a new key.") server_kwargs['use_index'] = not args.disable_index server_kwargs['redirect_root'] = not args.disable_index_redirect with report_server_init_errors(**server_kwargs): server = Server(applications, **server_kwargs) if args.show: # we have to defer opening in browser until we start up the server def show_callback(): for route in applications.keys(): server.show(route) server.io_loop.add_callback(show_callback) address_string = 'localhost' if server.address is not None and server.address != '': address_string = server.address for route in sorted(applications.keys()): url = "http://%s:%d%s%s" % (address_string, server.port, server.prefix, route) log.info("Bokeh app running at: %s" % url) log.info("Starting Bokeh server with process id: %d" % getpid()) server.run_until_shutdown()