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def normalize_spaces(s): if not s: return "" return " ".join(s.split())
replace any sequence of whitespace characters with a single space
def format_message(txt, context, msg_type): return "{2} {0}: {1}".format(context, txt, msg_type)
Format a message in a predefined format Parameters str Text of the message itself str 'Context' of where the message originated str Info, warning or error
def is_stupid_mkr(name): if name is None: return False return name.lower() == "mkr"
Stupid mkr Parameters str Name of user, maybe stupid mkr
def override(msg): content = msg.content.split()[0] if content == "!duel": return "Duel me you coward!" return msg.content
Override possible commands so that the bot can respond instead of attempting to parse the command Paramters Message Message/command to override
def sliding_window(sequence, window_size, step_size): seq = [] for start in range(0, len(sequence), step_size): end = start + window_size if end > len(sequence): seq.append( sequence[start : len(sequence)] + "N" * (window_size - (len(sequence) - start)...
Converts a sequence into sliding windows. Returns a list of sequences. sequence: a string containing only nucleotides. window_size: Windows of equal size sequence. Default is 500 bp. step_size: overlap required for sliding windows. Default is 250 bp.
def check_valid_nucleotides(seq): if re.match("^[ACTG]+$", seq): return True else: return False
Used to clean sequences with non-standard nucleotide symbols.
def reset_project(outputs): stamp = time.time() for f in outputs: if os.path.exists(f): os.utime(f, (stamp, stamp))
Set the timestamp of all files in a project to be the same.
def _tosort(layerlist, parent=None, depth=0): layers = [] thisgroup = [] for l in layerlist: if pdb.gimp_item_is_group(l): layers.extend(_tosort(l.children, l, depth + 1)) else: thisgroup.append(l) layers.append((depth, parent, list(thisgroup))) layers.sort(ke...
Returns a list of lists of layers to sort, depth-first
def without_group_layers(layerlist): layers = [] for l in layerlist: if pdb.gimp_item_is_group(l): layers.extend(without_group_layers(l.children)) else: layers.append(l) return layers
Returns a recursively flattened list of layers. Group layers are recursed into but not included in results.
def dt2doy(dt): return int(dt.timetuple().tm_yday)
Convert datetime to integer DOY (Julian)
def _set_joint_velocities(physics, joint_ids, joint_velocities): for i in range(0, physics.model.nv): physics.data.qvel[i] = 0.0 for joint_id, velocity in zip(sorted(joint_ids), joint_velocities): dof_adr = physics.model.jnt_dofadr[joint_id] physics.data.qvel[dof_adr] = velocity
Sets the joint velocities in physics for a subset of joints.
def _call_string(call): positional_args = call[0] keyword_args = call[1] arg_strings = [] if positional_args: arg_strings.append(", ".join([str(arg) for arg in positional_args])) if keyword_args: arg_strings.append(", ".join([f"{k}={v}" for (k, v) in keyword_args.items()])) arg_s...
Converts the provided call to string.
def binding(physics, elements): physics_elements = physics.bind(elements) if physics_elements is None: raise ValueError(f"Calling physics.bind with {elements} returns None.") return physics_elements
Binds the elements with physics and returns a non optional object. The goal of this function is to return a non optional element so that when the physics_elements object is used, there is no pytype error.
def overrides(interface): def overrider(method): if not hasattr(interface, method.__name__): raise Exception( "method %s declared to be @override is not defined in %s" % (method.__name__, interface.__name__) ) return method return override...
Overrides decorator to annotate method overrides parent's.
def register_property(func): if isinstance(func, property): raise AssertionError("@register_property must be after @property") argspec = inspect.getfullargspec(func) if len(argspec.args) == 1: func.register_getter = True elif len(argspec.args) == 2: func.register_setter = True ...
Adds a property to registered_properties. must appear after @property.
def rmat_to_rot6(rmat): return rmat[:, :-1].T.flatten()
Projects rotation matrix to 6-dim "Gram-Schmidt-able" representation. The "rot6" representation is a 6-DOF representation of an orientation that is homeomorphic with SO(3). It is not minimal like an euler or axis-angle, but it is smooth over the full range of rotations, unlike eulers, quaternions, and axis-angle repres...
def standard_compose(arm, gripper, wrist_ft=None, wrist_cameras=()): if wrist_ft: wrist_ft.attach(gripper) arm.attach(wrist_ft) else: arm.attach(gripper) for cam in wrist_cameras: arm.attach(cam, arm.wrist_site)
Creates arm and attaches gripper.
def _is_pass_contype_conaffinity_check(model, geom1_id, geom2_id): return ( model.geom_contype[geom1_id] & model.geom_conaffinity[geom2_id] or model.geom_contype[geom2_id] & model.geom_conaffinity[geom1_id] )
Returns true if the geoms pass the contype/conaffinity check.
def _logger_thread(q): while True: record = q.get() if record is None: break logger = logging.getLogger(record.name) logger.handle(record)
Thread on main process to wait for logging events
def load_one_pipeline(path): with open(path, "r") as f: pipeline = json.load(f) return (pipeline["id"], pipeline["pipeline_rank"])
read a pipeline, return its rank and pipeline
def score_prediction(prediction_file, ground_truth_dir): res = {} return res
using NIST to score the result and return a dict that contain informations
def make_game_id(row): game_id = "{} {}-{}".format( row["date"].strftime("%Y-%m-%d"), row["home_team"], row["away_team"], ) return game_id
Return a game id based on date, home and away team.
def _decrease_pool_count(pool_list, pool, count=1): if pool["count"] > count: pool["count"] -= count count = 0 else: count -= pool["count"] pool_list.remove(pool) return count
Decrement pool's size by count. If pool becomes empty, remove pool from pool_list.
def _has_local_disk(instance, disk_mapping): if disk_mapping: if ( "disk.local" in disk_mapping or "disk.swap" in disk_mapping or "disk.config" in disk_mapping ): return True return False
Determines whether the VM has a local disk Determines whether the disk mapping indicates that the VM has a local disk .
def new(cls, context, instance_uuid): info_cache = cls() info_cache.instance_uuid = instance_uuid info_cache.network_info = None info_cache._context = context return info_cache
Create an InfoCache object that can be used to create the DB entry for the first time. When save()ing this object, the info_cache_update() DB call will properly handle creating it if it doesn't exist already.
def _translate_vif_summary_view(vif): d = {} d["id"] = vif.uuid d["mac_address"] = vif.address return d
Maps keys for VIF summary view.
def dgorganization(count): total = count + (count // 4) print(str(count // 4) + " leaders") print(str(count) + " computers") print(str(count // 5) + " tables") print(str(total) + " chairs") print(str(total) + " snacks") print(str(total // 2) + " gifts")
Prints necessary things to do Django Girls Workshop
def datestr_from_filename(filename, datestr_format="yyyymmddHHMM"): return os.path.splitext(filename)[0][-len(datestr_format) :]
return date string from filename, assuming it consists of the last digits of the filename before the extension
def generate_output_filename(basename, time, ext="nc"): return "{}{}.{}".format(basename, time[-1].dt.strftime("%Y%m%d%H%M").data, ext)
generate filename from basename, ext and end time inferred from data time vector (basename_yyyymmddHHMM.ext)
def unsetbit(x, nth_bit): if nth_bit < 0: raise ValueError("position of bit cannot be negative") mask = 1 << nth_bit return x & ~mask
unset n-th bit in an integer or array of integers
def mutate(mutProp, programs): mutNum = int(len(programs) * mutProp) for index in range(mutNum): program = random.choice(programs) program.mutate()
Mutates a given percent of a population of programs
def converter(s): picobotDict = {} L = s.split("\n") for item in L[1:]: key = (int(item[1]), str(item[3:7])) value = (str(item[11]), int(item[13])) picobotDict[key] = value return picobotDict
Takes picobot code, as a string, and returns a picobot dictionary
def converter(L): picobotDict = {} for item in L: key = (int(item[0]), str(item[2:6])) value = (str(item[10]), int(item[12])) picobotDict[key] = value return picobotDict
Takes picobot code, as a list, and returns a picobot dictionary
def _uid_or_str(node_or_entity): return node_or_entity.uid if hasattr(node_or_entity, "uid") else str(node_or_entity)
Helper function to support the transition from `Entitie`s to `Node`s.