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def start(self):
''' Start the Bokeh Server application.
Starting the Bokeh Server Tornado application will run periodic
callbacks for stats logging, cleanup, pinging, etc. Additionally, any
startup hooks defined by the configured Bokeh applications will be run.
'''
sel... |
def stop(self, wait=True):
''' Stop the Bokeh Server application.
Args:
wait (bool): whether to wait for orderly cleanup (default: True)
Returns:
None
'''
# TODO should probably close all connections and shut down all sessions here
for context ... |
def get_session(self, app_path, session_id):
''' Get an active a session by name application path and session ID.
Args:
app_path (str) :
The configured application path for the application to return
a session for.
session_id (str) :
... |
def get_sessions(self, app_path):
''' Gets all currently active sessions for an application.
Args:
app_path (str) :
The configured application path for the application to return
sessions for.
Returns:
list[ServerSession]
'''
... |
def _validator(code_or_name, validator_type):
''' Internal shared implementation to handle both error and warning
validation checks.
Args:
code code_or_name (int or str) : a defined error code or custom message
validator_type (str) : either "error" or "warning"
Returns:
validat... |
def find(objs, selector, context=None):
''' Query a collection of Bokeh models and yield any that match the
a selector.
Args:
obj (Model) : object to test
selector (JSON-like) : query selector
context (dict) : kwargs to supply callable query attributes
Yields:
Model : o... |
def match(obj, selector, context=None):
''' Test whether a given Bokeh model matches a given selector.
Args:
obj (Model) : object to test
selector (JSON-like) : query selector
context (dict) : kwargs to supply callable query attributes
Returns:
bool : True if the object mat... |
def setup(app):
''' Required Sphinx extension setup function. '''
app.add_config_value('bokeh_gallery_dir', join("docs", "gallery"), 'html')
app.connect('config-inited', config_inited_handler)
app.add_directive('bokeh-gallery', BokehGalleryDirective) |
def default_filename(ext):
''' Generate a default filename with a given extension, attempting to use
the filename of the currently running process, if possible.
If the filename of the current process is not available (or would not be
writable), then a temporary file with the given extension is returned... |
def detect_current_filename():
''' Attempt to return the filename of the currently running Python process
Returns None if the filename cannot be detected.
'''
import inspect
filename = None
frame = inspect.currentframe()
try:
while frame.f_back and frame.f_globals.get('name') != '_... |
def _no_access(basedir):
''' Return True if the given base dir is not accessible or writeable
'''
import os
return not os.access(basedir, os.W_OK | os.X_OK) |
def _shares_exec_prefix(basedir):
''' Whether a give base directory is on the system exex prefix
'''
import sys
prefix = sys.exec_prefix
return (prefix is not None and basedir.startswith(prefix)) |
def setup(app):
''' Required Sphinx extension setup function. '''
app.add_node(bokeh_palette_group, html=(html_visit_bokeh_palette_group, None))
app.add_directive('bokeh-palette-group', BokehPaletteGroupDirective) |
def other_args(cls):
''' Return args for ``-o`` / ``--output`` to specify where output
should be written, and for a ``--args`` to pass on any additional
command line args to the subcommand.
Subclasses should append these to their class ``args``.
Example:
.. code-bl... |
def _pop_colors_and_alpha(glyphclass, kwargs, prefix="", default_alpha=1.0):
"""
Given a kwargs dict, a prefix, and a default value, looks for different
color and alpha fields of the given prefix, and fills in the default value
if it doesn't exist.
"""
result = dict()
# TODO: The need to do... |
def _tool_from_string(name):
""" Takes a string and returns a corresponding `Tool` instance. """
known_tools = sorted(_known_tools.keys())
if name in known_tools:
tool_fn = _known_tools[name]
if isinstance(tool_fn, string_types):
tool_fn = _known_tools[tool_fn]
return ... |
def _process_tools_arg(plot, tools, tooltips=None):
""" Adds tools to the plot object
Args:
plot (Plot): instance of a plot object
tools (seq[Tool or str]|str): list of tool types or string listing the
tool names. Those are converted using the _tool_from_string
function.... |
def _process_active_tools(toolbar, tool_map, active_drag, active_inspect, active_scroll, active_tap):
""" Adds tools to the plot object
Args:
toolbar (Toolbar): instance of a Toolbar object
tools_map (dict[str]|Tool): tool_map from _process_tools_arg
active_drag (str or Tool): the tool ... |
def from_py_func(cls, func):
""" Create a ``CustomJS`` instance from a Python function. The
function is translated to JavaScript using PScript.
"""
from bokeh.util.deprecation import deprecated
deprecated("'from_py_func' is deprecated and will be removed in an eventual 2.0 releas... |
def write_message(self, message, binary=False, locked=True):
''' Write a message to the websocket after obtaining the appropriate
Bokeh Document lock.
'''
def write_message_unlocked():
if self._socket.protocol is None:
# Tornado is maybe supposed to do this, ... |
def _collect_external_resources(self, resource_attr):
""" Collect external resources set on resource_attr attribute of all models."""
external_resources = []
for _, cls in sorted(Model.model_class_reverse_map.items(), key=lambda arg: arg[0]):
external = getattr(cls, resource_attr, ... |
def py_log_level(self, default='none'):
''' Set the log level for python Bokeh code.
'''
level = self._get_str("PY_LOG_LEVEL", default, "debug")
LEVELS = {'trace': logging.TRACE,
'debug': logging.DEBUG,
'info' : logging.INFO,
'warn' ... |
def secret_key_bytes(self):
''' Return the secret_key, converted to bytes and cached.
'''
if not hasattr(self, '_secret_key_bytes'):
key = self.secret_key()
if key is None:
self._secret_key_bytes = None
else:
self._secret_key_b... |
def bokehjssrcdir(self):
''' The absolute path of the BokehJS source code in the installed
Bokeh source tree.
'''
if self._is_dev or self.debugjs:
bokehjssrcdir = abspath(join(ROOT_DIR, '..', 'bokehjs', 'src'))
if isdir(bokehjssrcdir):
return bok... |
def css_files(self):
''' The CSS files in the BokehJS directory.
'''
bokehjsdir = self.bokehjsdir()
js_files = []
for root, dirnames, files in os.walk(bokehjsdir):
for fname in files:
if fname.endswith(".css"):
js_files.append(join... |
def serialize_json(obj, pretty=None, indent=None, **kwargs):
''' Return a serialized JSON representation of objects, suitable to
send to BokehJS.
This function is typically used to serialize single python objects in
the manner expected by BokehJS. In particular, many datetime values are
automatical... |
def transform_python_types(self, obj):
''' Handle special scalars such as (Python, NumPy, or Pandas)
datetimes, or Decimal values.
Args:
obj (obj) :
The object to encode. Anything not specifically handled in
this method is passed on to the default sy... |
def default(self, obj):
''' The required ``default`` method for ``JSONEncoder`` subclasses.
Args:
obj (obj) :
The object to encode. Anything not specifically handled in
this method is passed on to the default system JSON encoder.
'''
from .... |
def add(self, handler):
''' Add a handler to the pipeline used to initialize new documents.
Args:
handler (Handler) : a handler for this Application to use to
process Documents
'''
self._handlers.append(handler)
# make sure there is at most one stat... |
def initialize_document(self, doc):
''' Fills in a new document using the Application's handlers.
'''
for h in self._handlers:
# TODO (havocp) we need to check the 'failed' flag on each handler
# and build a composite error display. In develop mode, we want to
... |
def on_session_created(self, session_context):
''' Invoked to execute code when a new session is created.
This method calls ``on_session_created`` on each handler, in order,
with the session context passed as the only argument.
May return a ``Future`` which will delay session creation ... |
def _select_helper(args, kwargs):
""" Allow flexible selector syntax.
Returns:
dict
"""
if len(args) > 1:
raise TypeError("select accepts at most ONE positional argument.")
if len(args) > 0 and len(kwargs) > 0:
raise TypeError("select accepts EITHER a positional argument, ... |
def select(self, *args, **kwargs):
''' Query this object and all of its references for objects that
match the given selector.
There are a few different ways to call the ``select`` method.
The most general is to supply a JSON-like query dictionary as the
single argument or as key... |
def legend(self):
''' Splattable list of :class:`~bokeh.models.annotations.Legend` objects.
'''
panels = self.above + self.below + self.left + self.right + self.center
legends = [obj for obj in panels if isinstance(obj, Legend)]
return _legend_attr_splat(legends) |
def hover(self):
''' Splattable list of :class:`~bokeh.models.tools.HoverTool` objects.
'''
hovers = [obj for obj in self.tools if isinstance(obj, HoverTool)]
return _list_attr_splat(hovers) |
def add_layout(self, obj, place='center'):
''' Adds an object to the plot in a specified place.
Args:
obj (Renderer) : the object to add to the Plot
place (str, optional) : where to add the object (default: 'center')
Valid places are: 'left', 'right', 'above', 'b... |
def add_tools(self, *tools):
''' Adds tools to the plot.
Args:
*tools (Tool) : the tools to add to the Plot
Returns:
None
'''
for tool in tools:
if not isinstance(tool, Tool):
raise ValueError("All arguments to add_tool must ... |
def add_glyph(self, source_or_glyph, glyph=None, **kw):
''' Adds a glyph to the plot with associated data sources and ranges.
This function will take care of creating and configuring a Glyph object,
and then add it to the plot's list of renderers.
Args:
source (DataSource) ... |
def add_tile(self, tile_source, **kw):
''' Adds new ``TileRenderer`` into ``Plot.renderers``
Args:
tile_source (TileSource) : a tile source instance which contain tileset configuration
Keyword Arguments:
Additional keyword arguments are passed on as-is to the tile rende... |
def row(*args, **kwargs):
""" Create a row of Bokeh Layout objects. Forces all objects to
have the same sizing_mode, which is required for complex layouts to work.
Args:
children (list of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of instances for
the row. Can be any of the foll... |
def column(*args, **kwargs):
""" Create a column of Bokeh Layout objects. Forces all objects to
have the same sizing_mode, which is required for complex layouts to work.
Args:
children (list of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of instances for
the column. Can be any of... |
def widgetbox(*args, **kwargs):
""" Create a column of bokeh widgets with predefined styling.
Args:
children (list of :class:`~bokeh.models.widgets.widget.Widget`): A list of widgets.
sizing_mode (``"fixed"``, ``"stretch_both"``, ``"scale_width"``, ``"scale_height"``, ``"scale_both"`` ): How
... |
def layout(*args, **kwargs):
""" Create a grid-based arrangement of Bokeh Layout objects.
Args:
children (list of lists of :class:`~bokeh.models.layouts.LayoutDOM` ): A list of lists of instances
for a grid layout. Can be any of the following - :class:`~bokeh.models.plots.Plot`,
... |
def gridplot(children, sizing_mode=None, toolbar_location='above', ncols=None,
plot_width=None, plot_height=None, toolbar_options=None, merge_tools=True):
''' Create a grid of plots rendered on separate canvases.
The ``gridplot`` function builds a single toolbar for all the plots in the
grid. ... |
def grid(children=[], sizing_mode=None, nrows=None, ncols=None):
"""
Conveniently create a grid of layoutable objects.
Grids are created by using ``GridBox`` model. This gives the most control over
the layout of a grid, but is also tedious and may result in unreadable code in
practical applications... |
def _create_grid(iterable, sizing_mode, layer=0):
"""Recursively create grid from input lists."""
return_list = []
for item in iterable:
if isinstance(item, list):
return_list.append(_create_grid(item, sizing_mode, layer+1))
elif isinstance(item, LayoutDOM):
if sizing... |
def _chunks(l, ncols):
"""Yield successive n-sized chunks from list, l."""
assert isinstance(ncols, int), "ncols must be an integer"
for i in range(0, len(l), ncols):
yield l[i: i+ncols] |
def without_document_lock(func):
''' Wrap a callback function to execute without first obtaining the
document lock.
Args:
func (callable) : The function to wrap
Returns:
callable : a function wrapped to execute without a |Document| lock.
While inside an unlocked callback, it is co... |
def server_document(url="default", relative_urls=False, resources="default", arguments=None):
''' Return a script tag that embeds content from a Bokeh server.
Bokeh apps embedded using these methods will NOT set the browser window title.
Args:
url (str, optional) :
A URL to a Bokeh app... |
def server_session(model=None, session_id=None, url="default", relative_urls=False, resources="default"):
''' Return a script tag that embeds content from a specific existing session on
a Bokeh server.
This function is typically only useful for serving from a a specific session
that was previously crea... |
def _clean_url(url):
''' Produce a canonical Bokeh server URL.
Args:
url (str)
A URL to clean, or "defatul". If "default" then the
``BOKEH_SERVER_HTTP_URL`` will be returned.
Returns:
str
'''
if url == 'default':
url = DEFAULT_SERVER_HTTP_URL
i... |
def _get_app_path(url):
''' Extract the app path from a Bokeh server URL
Args:
url (str) :
Returns:
str
'''
app_path = urlparse(url).path.rstrip("/")
if not app_path.startswith("/"):
app_path = "/" + app_path
return app_path |
def _process_arguments(arguments):
''' Return user-supplied HTML arguments to add to a Bokeh server URL.
Args:
arguments (dict[str, object]) :
Key/value pairs to add to the URL
Returns:
str
'''
if arguments is None: return ""
result = ""
for key, value in argum... |
def check_origin(self, origin):
''' Implement a check_origin policy for Tornado to call.
The supplied origin will be compared to the Bokeh server whitelist. If the
origin is not allow, an error will be logged and ``False`` will be returned.
Args:
origin (str) :
... |
def open(self):
''' Initialize a connection to a client.
Returns:
None
'''
log.info('WebSocket connection opened')
proto_version = self.get_argument("bokeh-protocol-version", default=None)
if proto_version is None:
self.close()
raise... |
def _async_open(self, session_id, proto_version):
''' Perform the specific steps needed to open a connection to a Bokeh session
Specifically, this method coordinates:
* Getting a session for a session ID (creating a new one if needed)
* Creating a protocol receiver and hander
*... |
def on_message(self, fragment):
''' Process an individual wire protocol fragment.
The websocket RFC specifies opcodes for distinguishing text frames
from binary frames. Tornado passes us either a text or binary string
depending on that opcode, we have to look at the type of the fragment... |
def send_message(self, message):
''' Send a Bokeh Server protocol message to the connected client.
Args:
message (Message) : a message to send
'''
try:
if _message_test_port is not None:
_message_test_port.sent.append(message)
yield m... |
def write_message(self, message, binary=False, locked=True):
''' Override parent write_message with a version that acquires a
write lock before writing.
'''
if locked:
with (yield self.write_lock.acquire()):
yield super(WSHandler, self).write_message(message,... |
def on_close(self):
''' Clean up when the connection is closed.
'''
log.info('WebSocket connection closed: code=%s, reason=%r', self.close_code, self.close_reason)
if self.connection is not None:
self.application.client_lost(self.connection) |
def bundle_for_objs_and_resources(objs, resources):
''' Generate rendered CSS and JS resources suitable for the given
collection of Bokeh objects
Args:
objs (seq[Model or Document]) :
resources (BaseResources or tuple[BaseResources])
Returns:
tuple
'''
if isinstance(r... |
def _any(objs, query):
''' Whether any of a collection of objects satisfies a given query predicate
Args:
objs (seq[Model or Document]) :
query (callable)
Returns:
True, if ``query(obj)`` is True for some object in ``objs``, else False
'''
for obj in objs:
if isin... |
def _use_gl(objs):
''' Whether a collection of Bokeh objects contains a plot requesting WebGL
Args:
objs (seq[Model or Document]) :
Returns:
bool
'''
from ..models.plots import Plot
return _any(objs, lambda obj: isinstance(obj, Plot) and obj.output_backend == "webgl") |
def _use_tables(objs):
''' Whether a collection of Bokeh objects contains a TableWidget
Args:
objs (seq[Model or Document]) :
Returns:
bool
'''
from ..models.widgets import TableWidget
return _any(objs, lambda obj: isinstance(obj, TableWidget)) |
def _use_widgets(objs):
''' Whether a collection of Bokeh objects contains a any Widget
Args:
objs (seq[Model or Document]) :
Returns:
bool
'''
from ..models.widgets import Widget
return _any(objs, lambda obj: isinstance(obj, Widget)) |
def add_prop_descriptor_to_class(self, class_name, new_class_attrs, names_with_refs, container_names, dataspecs):
''' ``MetaHasProps`` calls this during class creation as it iterates
over properties to add, to update its registry of new properties.
The parameters passed in are mutable and this ... |
def serializable_value(self, obj):
''' Produce the value as it should be serialized.
Sometimes it is desirable for the serialized value to differ from
the ``__get__`` in order for the ``__get__`` value to appear simpler
for user or developer convenience.
Args:
obj (... |
def set_from_json(self, obj, json, models=None, setter=None):
'''Sets the value of this property from a JSON value.
Args:
obj: (HasProps) : instance to set the property value on
json: (JSON-value) : value to set to the attribute to
models (dict or None, optional) :... |
def instance_default(self, obj):
''' Get the default value that will be used for a specific instance.
Args:
obj (HasProps) : The instance to get the default value for.
Returns:
object
'''
return self.property.themed_default(obj.__class__, self.name, obj... |
def set_from_json(self, obj, json, models=None, setter=None):
''' Sets the value of this property from a JSON value.
This method first
Args:
obj (HasProps) :
json (JSON-dict) :
models(seq[Model], optional) :
setter (ClientSession or ServerSess... |
def trigger_if_changed(self, obj, old):
''' Send a change event notification if the property is set to a
value is not equal to ``old``.
Args:
obj (HasProps)
The object the property is being set on.
old (obj) :
The previous value of the pr... |
def _get(self, obj):
''' Internal implementation of instance attribute access for the
``BasicPropertyDescriptor`` getter.
If the value has not been explicitly set by a user, return that
value. Otherwise, return the default.
Args:
obj (HasProps) : the instance to get... |
def _get_default(self, obj):
''' Internal implementation of instance attribute access for default
values.
Handles bookeeping around |PropertyContainer| value, etc.
'''
if self.name in obj._property_values:
# this shouldn't happen because we should have checked befor... |
def _internal_set(self, obj, value, hint=None, setter=None):
''' Internal implementation to set property values, that is used
by __set__, set_from_json, etc.
Delegate to the |Property| instance to prepare the value appropriately,
then `set.
Args:
obj (HasProps)
... |
def _real_set(self, obj, old, value, hint=None, setter=None):
''' Internal implementation helper to set property values.
This function handles bookkeeping around noting whether values have
been explicitly set, etc.
Args:
obj (HasProps)
The object the propert... |
def _notify_mutated(self, obj, old, hint=None):
''' A method to call when a container is mutated "behind our back"
and we detect it with our |PropertyContainer| wrappers.
Args:
obj (HasProps) :
The object who's container value was mutated
old (object) :
... |
def _trigger(self, obj, old, value, hint=None, setter=None):
''' Unconditionally send a change event notification for the property.
Args:
obj (HasProps)
The object the property is being set on.
old (obj) :
The previous value of the property
... |
def set_from_json(self, obj, json, models=None, setter=None):
''' Sets the value of this property from a JSON value.
This method first
Args:
obj (HasProps) :
json (JSON-dict) :
models(seq[Model], optional) :
setter (ClientSession or ServerSess... |
def set_from_json(self, obj, json, models=None, setter=None):
''' Sets the value of this property from a JSON value.
This method first separately extracts and removes any ``units`` field
in the JSON, and sets the associated units property directly. The
remaining JSON is then passed to t... |
def _extract_units(self, obj, value):
''' Internal helper for dealing with units associated units properties
when setting values on |UnitsSpec| properties.
When ``value`` is a dict, this function may mutate the value of the
associated units property.
Args:
obj (HasP... |
def install_notebook_hook(notebook_type, load, show_doc, show_app, overwrite=False):
''' Install a new notebook display hook.
Bokeh comes with support for Jupyter notebooks built-in. However, there are
other kinds of notebooks in use by different communities. This function
provides a mechanism for othe... |
def push_notebook(document=None, state=None, handle=None):
''' Update Bokeh plots in a Jupyter notebook output cells with new data
or property values.
When working the the notebook, the ``show`` function can be passed the
argument ``notebook_handle=True``, which will cause it to return a
handle obj... |
def run_notebook_hook(notebook_type, action, *args, **kw):
''' Run an installed notebook hook with supplied arguments.
Args:
noteboook_type (str) :
Name of an existing installed notebook hook
actions (str) :
Name of the hook action to execute, ``'doc'`` or ``'app'``
... |
def destroy_server(server_id):
''' Given a UUID id of a div removed or replaced in the Jupyter
notebook, destroy the corresponding server sessions and stop it.
'''
server = curstate().uuid_to_server.get(server_id, None)
if server is None:
log.debug("No server instance found for uuid: %r" % ... |
def load_notebook(resources=None, verbose=False, hide_banner=False, load_timeout=5000):
''' Prepare the IPython notebook for displaying Bokeh plots.
Args:
resources (Resource, optional) :
how and where to load BokehJS from (default: CDN)
verbose (bool, optional) :
wheth... |
def show_app(app, state, notebook_url, port=0, **kw):
''' Embed a Bokeh server application in a Jupyter Notebook output cell.
Args:
app (Application or callable) :
A Bokeh Application to embed inline in a Jupyter notebook.
state (State) :
** Unused **
notebook_... |
def clamp(value, maximum=None):
''' Clamp numeric values to be non-negative, an optionally, less than a
given maximum.
Args:
value (float) :
A number to clamp.
maximum (float, optional) :
A max bound to to clamp to. If None, there is no u... |
def darken(self, amount):
''' Darken (reduce the luminance) of this color.
Args:
amount (float) :
Amount to reduce the luminance by (clamped above zero)
Returns:
Color
'''
hsl = self.to_hsl()
hsl.l = self.clamp(hsl.l - amount)
... |
def lighten(self, amount):
''' Lighten (increase the luminance) of this color.
Args:
amount (float) :
Amount to increase the luminance by (clamped above zero)
Returns:
Color
'''
hsl = self.to_hsl()
hsl.l = self.clamp(hsl.l + amou... |
def on_click(self, handler):
""" Set up a handler for button state changes (clicks).
Args:
handler (func) : handler function to call when button is toggled.
Returns:
None
"""
self.on_change('active', lambda attr, old, new: handler(new)) |
def on_click(self, handler):
''' Set up a handler for button or menu item clicks.
Args:
handler (func) : handler function to call when button is activated.
Returns:
None
'''
self.on_event(ButtonClick, handler)
self.on_event(MenuItemClick, handle... |
def js_on_click(self, handler):
''' Set up a JavaScript handler for button or menu item clicks. '''
self.js_on_event(ButtonClick, handler)
self.js_on_event(MenuItemClick, handler) |
def import_optional(mod_name):
''' Attempt to import an optional dependency.
Silently returns None if the requested module is not available.
Args:
mod_name (str) : name of the optional module to try to import
Returns:
imported module or None, if import fails
'''
try:
... |
def detect_phantomjs(version='2.1'):
''' Detect if PhantomJS is avaiable in PATH, at a minimum version.
Args:
version (str, optional) :
Required minimum version for PhantomJS (mostly for testing)
Returns:
str, path to PhantomJS
'''
if settings.phantomjs_path() is not N... |
def consume(self, fragment):
''' Consume individual protocol message fragments.
Args:
fragment (``JSON``) :
A message fragment to assemble. When a complete message is
assembled, the receiver state will reset to begin consuming a
new message.
... |
def setup(app):
''' Required Sphinx extension setup function. '''
app.add_autodocumenter(ColorDocumenter)
app.add_autodocumenter(EnumDocumenter)
app.add_autodocumenter(PropDocumenter)
app.add_autodocumenter(ModelDocumenter) |
def bounce(sequence):
''' Return a driver function that can advance a "bounced" sequence
of values.
.. code-block:: none
seq = [0, 1, 2, 3]
# bounce(seq) => [0, 1, 2, 3, 3, 2, 1, 0, 0, 1, 2, ...]
Args:
sequence (seq) : a sequence of values for the driver to bounce
'''
... |
def cosine(w, A=1, phi=0, offset=0):
''' Return a driver function that can advance a sequence of cosine values.
.. code-block:: none
value = A * cos(w*i + phi) + offset
Args:
w (float) : a frequency for the cosine driver
A (float) : an amplitude for the cosine driver
phi (... |
def linear(m=1, b=0):
''' Return a driver function that can advance a sequence of linear values.
.. code-block:: none
value = m * i + b
Args:
m (float) : a slope for the linear driver
x (float) : an offset for the linear driver
'''
def f(i):
return m * i + b
r... |
def repeat(sequence):
''' Return a driver function that can advance a repeated of values.
.. code-block:: none
seq = [0, 1, 2, 3]
# repeat(seq) => [0, 1, 2, 3, 0, 1, 2, 3, 0, 1, ...]
Args:
sequence (seq) : a sequence of values for the driver to bounce
'''
N = len(sequenc... |
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